Datasets:
TerminatorJ
/
xenium_pan_dataset

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Expression
list
Split
string
Cell_id
string
Gene
list
Cell_Ids
string
Ranked_Gene_Names
list
Full_Tokens
list
Gene_Gene_Matrix
list
Sample_Names
string
[ [ 0, 0, 0, 0, 0, 0, 1262.778076171875, 0, 0, 180.39686584472656, 108.23812866210938, 0, 0, 0, 0, 0, 0, 180.39686584472656, 0, 0, 0, 0, 180.39686584472656, 0, 0, 0, 0, 0, 180.39686584472656, 0, 0, 0, 0, 721.5874633789062, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 450.9921875, 270.5953063964844, 0, 0, 0, 0, 0, 0, 180.39686584472656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 360.7937316894531, 0, 0, 0, 0, 180.39686584472656, 0, 0, 0, 0, 90.19843292236328, 0, 0, 0, 0, 60.13228988647461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 721.5874633789062, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 360.7937316894531, 0, 0, 0, 0, 0, 0, 0, 360.7937316894531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 360.7937316894531, 0, 0, 180.39686584472656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 360.7937316894531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 360.7937316894531, 0, 0, 0, 180.39686584472656, 90.19843292236328, 0, 0, 0, 0, 0, 180.39686584472656, 0, 180.39686584472656, 0, 0, 0, 0, 0, 0, 0, 360.7937316894531, 90.19843292236328, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 180.39686584472656, 0, 0, 0, 0, 0, 0, 0, 0, 180.39686584472656, 0, 180.39686584472656, 0, 0, 0, 0, 0, 0, 0, 0, 180.39686584472656, 450.9921875, 0, 0, 0, 90.19843292236328, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 541.1906127929688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nimmalcm-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nimmalcm-1
[ "ADAMTS1", "EDNRB", "ASPN", "TNC", "TCIM", "CFB", "CRISPLD2", "MYLK", "PTN", "PDGFRA", "MDM2", "FGL2", "FBN1", "CFHR1", "TCF4", "PECAM1", "SRPX", "APOA5", "PMP22", "CLEC14A", "AQP9", "SPI1", "ALDH1A3", "PPP1R1A", "CTSK", "MEST", "ADH1C", "SMYD2", "ADH4", "TFPI", "PTPRC", "PGR", "CXCR4", "CYP3A4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nimmmncn-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nimmmncn-1
[ "CD163", "CYP3A4", "FCER1A", "C7", "EDNRB", "MYC", "DNASE1L3", "STEAP4", "ASPN", "GLYATL1", "CYP2A7", "CFHR1", "PROX1", "CAVIN2", "ADAMTS1", "HAMP", "CLEC4E", "PPP1R1A", "GATM", "HPX", "ADH1C", "CFB", "CXCL2", "ADH4", "KNG1" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nilgjgbe-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nilgjgbe-1
[ "AQP9", "CFB", "CYP3A4", "GLYATL1", "CFHR1", "GATM", "PRG4", "CYP2A7", "TAT", "CYP2B6", "PPP1R1A", "IGF1", "HPX", "ADH4", "HMGCS2", "ADH1C", "TM4SF4", "CXCL2", "KNG1", "C1orf194", "PPARG", "CD19", "CD14", "DNASE1L3", "TFPI", "APOA5", "PROX1", "EGFR", "ANPEP", "KLRD1", "S100A1", "FKBP11", "MTRNR2L11", "TNFRSF9", "CYP2F1", "PCOLCE", "ERBB2", "ESR1", "CFHR3", "CFTR", "PTPRC" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nimoolpc-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nimoolpc-1
[ "CFB", "AQP9", "HAMP", "CFHR1", "CXCL2", "PROX1", "GATM", "ADH4", "TCIM", "CYP3A4", "FGL2", "MDM2", "APOA5", "FKBP11", "IGF1", "CD3D", "PPP1R1A", "KNG1", "HPX", "CFHR3", "CD93", "KCNMA1", "DNASE1L3", "RBP5", "MS4A4A", "TBX3", "GLYATL1", "CCNB2", "IRF8", "RIDA", "COL5A2", "FGFBP1", "CD14", "AR", "HMGCS2", "AIF1", "FHL2", "CYP2A7", "TM4SF18", "ADH1C", "MYC", "CYP2B6", "ANPEP", "PRDM1", "TAT", "TFPI", "GPX2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 88.44339752197266, 0, 265.3302001953125, 88.44339752197266, 0, 0, 35.377357482910156, 0, 0, 0, 0, 176.8867950439453, 0, 265.3302001953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 353.7735900878906, 176.8867950439453, 0, 88.44339752197266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 442.21697998046875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.44339752197266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.44339752197266, 0, 0, 0, 265.3302001953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 132.66510009765625, 88.44339752197266, 44.22169876098633, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 176.8867950439453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.44339752197266, 0, 0, 44.22169876098633, 0, 88.44339752197266, 176.8867950439453, 0, 147.40565490722656, 0, 0, 0, 0, 0, 0, 0, 88.44339752197266, 0, 0, 88.44339752197266, 0, 0, 0, 530.660400390625, 0, 0, 0, 0, 0, 0, 0, 0, 88.44339752197266, 0, 88.44339752197266, 0, 0, 88.44339752197266, 0, 88.44339752197266, 0, 0, 88.44339752197266, 88.44339752197266, 0, 0, 0, 0, 0, 0, 0, 0, 58.96226501464844, 0, 0, 0, 0, 0, 265.3302001953125, 176.8867950439453, 176.8867950439453, 0, 0, 0, 353.7735900878906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 44.22169876098633, 88.44339752197266, 88.44339752197266, 0, 0, 0, 0, 0, 353.7735900878906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 29.48113250732422, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.44339752197266, 0, 0, 265.3302001953125, 0, 0, 176.8867950439453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.44339752197266, 88.44339752197266, 0, 0, 0, 0, 0, 0, 88.44339752197266, 0, 176.8867950439453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 176.8867950439453, 176.8867950439453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.44339752197266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.44339752197266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 176.8867950439453, 0, 265.3302001953125, 0, 0, 0, 530.660400390625, 0, 0, 0, 0, 0, 619.103759765625, 0, 0, 0, 88.44339752197266, 0, 0, 88.44339752197266, 0, 176.8867950439453, 0, 0, 265.3302001953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nigmbmep-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nigmbmep-1
[ "TCIM", "EDNRB", "STEAP4", "C7", "ASPN", "GPR183", "INMT", "ADAMTS1", "CD5L", "TMEM100", "SRPX", "GLIPR1", "ALDH1A3", "MARCO", "GNG11", "GLYATL1", "SPI1", "MDM2", "TM4SF18", "BAMBI", "COL5A2", "PDGFRA", "PDGFRB", "CYP2B6", "AIF1", "MYLK", "CYP3A4", "CFB", "FCGR3A", "FAS", "CD34", "FCN2", "MRC1", "MPEG1", "FHL2", "MYC", "SLC26A2", "CFHR1", "CD163", "CXCL2", "RIDA", "FGL2", "LYVE1", "FBN1", "THY1", "IGSF6", "BASP1", "DST", "CYP2A7", "TFPI", "ACTG2", "ADGRE1", "DNASE1L3", "IGF1", "GATM", "CXCR4", "CFHR3", "HPX", "ADH4", "KNG1" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nigioocg-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nigioocg-1
[ "CFB", "IGF1", "DNASE1L3", "PROX1", "PRG4", "NTN4", "CFHR3", "GLYATL1", "ADH4", "GATM", "CXCL2", "TFPI", "CYP3A4", "HPX", "CD5L", "BASP1", "CFHR1", "TCIM", "MDM2", "BAMBI", "CD14", "RBP5", "BCL2L11", "TAT", "SMIM24", "MET", "LYVE1", "SPIB", "DST", "BBOX1", "RGS16", "ASPN", "ERG", "PPP1R1A", "IRF8", "HAMP", "HMGCS2", "KNG1", "GYPA", "ADH1C", "APOA5", "ANPEP" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
ninbbndj-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
ninbbndj-1
[ "DNASE1L3", "CD4", "CFB", "CAVIN2", "FCN2", "FAS", "MRC1", "MS4A6A", "CD93", "PPP1R1A", "CCL5", "SH2D3C", "RIDA", "RAPGEF3", "RAMP2", "CRHBP", "PECAM1", "SOX18", "NTN4", "EGFL7", "MMRN1", "ERG", "GZMK", "PPARG", "TCF4", "CYP3A4", "CFHR1", "CXCL2", "HPX", "TCIM", "TFPI", "KNG1" ]
[ 22, 15, 3, 6, 544, 304, 377, 240, 649, 632, 1129, 1134, 331, 1346, 264, 1520, 1428, 1393, 1391, 454, 1295, 1589, 1229, 575, 1120, 610, 767, 1343, 1662, 514, 379, 495, 814, 1664, 1675, 978 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nilbihhb-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nilbihhb-1
[ "MS4A6A", "MPEG1", "CD5L", "MARCO", "VSIG4", "IGF1", "CFB", "FGL2", "HPX", "FAS", "CD4", "CD163", "FCGR3A", "PLA2G7", "DUSP2", "LYVE1", "GLIPR1", "LAG3", "CFHR1", "LILRB4", "RIDA", "PECAM1", "CYP2F1", "DST", "MEST", "CD83", "IGSF6", "ADGRE1", "BCL2L11", "BASP1", "BAMBI", "SPI1", "MDM2", "CD14", "LILRA5", "HPGDS", "GPR183", "CYTIP", "PTN", "MYC", "GZMB", "ADH4", "CXCL2", "PTPRC", "ADH1C", "ANPEP", "TCIM", "CFHR3", "HMGCS2", "CYP3A4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nikhmbhj-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikhmbhj-1
[ "PROX1", "CFB", "CXCL2", "CYP2A7", "CFHR3", "CFHR1", "APOA5", "IGF1", "ADH4", "MS4A4A", "CD2", "DST", "GATM", "TM4SF4", "HPX", "CYP3A4", "KNG1", "PCNA", "CAVIN2", "GLYATL1", "ASPN", "CYTIP", "DERL3", "RIDA", "RAMP2", "MPEG1", "PRG4", "HMGCS2", "IRF8", "ADH1C", "IGSF6", "HAMP", "EDNRB", "FOXA1", "ANPEP", "TFPI", "TCIM", "TAT" ]
[ 22, 15, 3, 6, 1357, 377, 495, 511, 380, 379, 110, 852, 57, 1133, 288, 555, 715, 1697, 814, 514, 978, 1276, 240, 730, 143, 516, 525, 1428, 1391, 1127, 1354, 800, 920, 56, 869, 769, 568, 683, 103, 1675, 1664, 1653 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nineoajm-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nineoajm-1
[ "CFB", "CYP2A7", "CYP3A4", "CFHR3", "CFHR1", "DNASE1L3", "MRC1", "GLYATL1", "GATM", "ADH1C", "KNG1", "MYC", "PROX1", "CD14", "FAS", "SMYD2", "SNCA", "MDM2", "PECAM1", "AQP9", "RBP5", "IGF1", "CAVIN2", "APOA5", "HMGCS2", "ADH4", "CXCL2", "HPX", "TRAC", "ESR1", "TAT" ]
[ 22, 15, 3, 6, 377, 511, 514, 380, 379, 544, 1129, 730, 715, 56, 978, 1155, 1357, 280, 632, 1568, 1570, 1089, 1295, 124, 1406, 852, 240, 110, 800, 57, 495, 814, 1743, 614, 1653 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
ningbnoe-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
ningbnoe-1
[ "TCIM", "EDNRB", "PDGFRA", "GEM", "STEAP4", "C7", "IGSF6", "AIF1", "ADAMTS1", "CD86", "DST", "GZMA", "ACTG2", "IL1RL1", "ASPN", "CD4", "CTSK", "CD5L", "SLC26A2", "RTKN2", "PTN", "PROX1", "COL5A2", "CRISPLD2", "SLAMF7", "PRF1", "OGN", "NTN4", "MPEG1", "MNDA", "FCGR3A", "MEST", "MEF2C", "MDM2", "FSTL3", "LILRA5", "GPR183", "HAMP", "IL1R2", "DNASE1L3", "C1orf162", "INMT", "ALDH1A3", "VSIG4", "BASP1", "CFB", "TFPI", "ACTA2", "CFHR3", "HPX", "PTPRC", "CXCR4", "ADH4", "KNG1", "CYP3A4", "HMGCS2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
ninjindd-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
ninjindd-1
[ "HAMP", "CFHR1", "CFB", "CFHR3", "CYP2B6", "GLYATL1", "DST", "TCIM", "CXCL2", "AQP9", "PROX1", "TAT", "HPX", "GATM", "MEST", "ADGRE1", "IGF1", "C1orf162", "PCNA", "KNG1", "TCF4", "FGL2", "INS", "CXCR4", "SMIM24", "SNAI1", "C7", "VSIG4", "MDM2", "SOX18", "EDNRB", "STC1", "MET", "CYP2F1", "PDGFRA", "RIDA", "PRG4", "CD68", "COL5A2", "HEMGN", "APOA5", "CD4", "COL17A1", "MS4A6A", "HMGCS2", "TFPI", "ACTA2", "ADH4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
niccdmbk-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
niccdmbk-1
[ "CFB", "PECAM1", "APOLD1", "ADAMTS1", "HPX", "CXCL2", "GATM", "C7", "KNG1", "MYC", "ECSCR", "MS4A6A", "SMIM24", "CFHR1", "SOX17", "CD34", "BCL2L11", "CFHR3", "MMRN2", "GEM", "MET", "RIDA", "CAV1", "FGL2", "SPI1", "BAMBI", "MYLK", "EDNRB", "SNAI1", "ASPN", "GNG11", "MPEG1", "LILRA4", "AQP9", "RAMP2", "ADGRE1", "CYP2B6", "AQP3", "CLEC14A", "PRG4", "PROX1", "PCOLCE", "HMGCS2", "ADH4", "ANPEP", "TFPI", "PTPRC", "TM4SF4", "STC2", "TCIM" ]
[ 22, 15, 3, 6, 377, 1295, 117, 46, 814, 495, 715, 217, 978, 1155, 565, 1134, 1564, 379, 1588, 297, 174, 380, 1121, 718, 1097, 1428, 238, 667, 1599, 164, 1163, 568, 1569, 143, 733, 1127, 1032, 124, 1391, 52, 512, 121, 406, 1354, 1357, 1277, 800, 57, 103, 1675, 1377, 1697, 1627, 1664 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 123.88162994384766, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 412.9387512207031, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 412.9387512207031, 103.23468780517578, 103.23468780517578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 103.23468780517578, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 619.4080810546875, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 412.9387512207031, 0, 0, 0, 0, 0, 0, 0, 0, 412.9387512207031, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 550.5850219726562, 0, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.82312774658203, 0, 309.70404052734375, 412.9387512207031, 0, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 412.9387512207031, 0, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 412.9387512207031, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1238.816162109375, 0, 206.46937561035156, 103.23468780517578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 412.9387512207031, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.82312774658203, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 206.46937561035156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nikifgna-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikifgna-1
[ "PMP22", "DST", "GATM", "CD14", "RIDA", "CFB", "IGF1", "FGFBP2", "MAMDC2", "PCNA", "FAS", "HPX", "C7", "MYLK", "CYP2B6", "MEST", "FKBP11", "LGI4", "GLYATL1", "KNG1", "SERPINB9", "INMT", "SMIM24", "EDNRB", "TCIM", "PPP1R1A", "THY1", "ACKR1", "ADH4", "CFHR3", "CXCL2", "PPP1R1B", "CFHR1", "HMGCS2", "TAT" ]
[ 22, 15, 3, 6, 1337, 555, 715, 280, 1428, 377, 852, 662, 1074, 1276, 632, 814, 217, 1163, 512, 1096, 674, 1026, 730, 978, 1508, 907, 1564, 568, 1664, 1346, 1688, 35, 57, 380, 495, 1347, 379, 800, 1653 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
niceihlk-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
niceihlk-1
[ "C7", "ADAMTS1", "MRC1", "MS4A6A", "FGL2", "KCNMA1", "CD68", "GPR183", "CFB", "DST", "MYLK", "PTGDS", "CLEC4E", "GLYATL1", "AIF1", "LYVE1", "CD83", "CD163", "OGN", "MPEG1", "IGSF6", "FBLN1", "CRISPLD2", "DPT", "GEM", "BCL2L11", "INMT", "EGFL7", "CD34", "FCGR3A", "SLC26A2", "MS4A4A", "CAVIN2", "BASP1", "GLIPR1", "KNG1", "ASPN", "ERG", "GPC3", "PROX1", "TNFRSF17", "IL1RL1", "LILRB2", "CXCR4", "ERBB2", "CFHR1", "HMGCS2", "GATM" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nikmjibi-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikmjibi-1
[ "CXCL2", "CFB", "AQP9", "CYP2A7", "HPX", "MDM2", "CFHR1", "MET", "CYP3A4", "CFHR3", "HMGCS2", "TAT", "ADH1C", "GATM", "TFPI", "KNG1", "CD14", "CYP2B6", "IGF1", "APOA5", "PRG4", "ADH4", "ESR1", "EDNRB", "SLC26A2", "FHL2", "FKBP11", "SLAMF1", "MMRN2", "INMT", "MYC", "MYLK", "RIDA", "DST", "PCNA", "PROX1", "PCOLCE", "PPP1R1A", "CPA3", "PLCG2", "CXCL9", "CD68", "RBP5", "FGFBP2", "GPC1", "IL2RA", "GLYATL1", "TBX3", "GLIPR1", "ADAMTS1", "ANPEP", "ERBB2", "TM4SF4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 172.21585083007812, 0, 0, 172.21585083007812, 0, 0, 0, 68.88633728027344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 1205.510986328125, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 258.3237609863281, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 688.8634033203125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 258.3237609863281, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 172.21585083007812, 0, 0, 0, 516.6475219726562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 516.6475219726562, 344.43170166015625, 0, 0, 0, 0, 0, 0, 0, 0, 344.43170166015625, 0, 0, 0, 0, 0, 0, 0, 0, 57.4052848815918, 0, 0, 344.43170166015625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 258.3237609863281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 516.6475219726562, 0, 0, 172.21585083007812, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 430.53961181640625, 0, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 86.10792541503906, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 57.4052848815918, 0, 0, 0, 172.21585083007812, 0, 0, 0, 86.10792541503906, 0, 0, 0, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 172.21585083007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nicgcjpe-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nicgcjpe-1
[ "C7", "CRISPLD2", "FBLN1", "OGN", "EDNRB", "PTGDS", "GEM", "FBN1", "FHL2", "HPX", "CFB", "CXCR4", "RGS16", "DPT", "DST", "SLAMF1", "SRPX", "TCIM", "CAVIN1", "CD34", "CFHR1", "SEMA3C", "BCL2L11", "MYLK", "TMEM100", "ACTA2", "PLD4", "ADAMTS1", "PDGFRB", "IRF8", "TNFRSF17", "MAMDC2", "CYP2A7", "PCOLCE", "CCNB2", "TFPI", "SFRP4", "ADH4", "TAT", "GATM" ]
[ 22, 15, 3, 6, 217, 456, 635, 1242, 568, 1369, 718, 637, 672, 814, 377, 503, 1421, 550, 555, 1528, 1611, 1664, 239, 297, 379, 1498, 174, 1163, 1702, 37, 1324, 46, 1289, 920, 1724, 1074, 511, 1277, 269, 1675, 1515, 57, 1653, 715 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nikmenbm-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikmenbm-1
[ "IGSF6", "FGL2", "MARCO", "FCGR1A", "CD163", "MPEG1", "MS4A4A", "FCGR3A", "MS4A6A", "CD14", "CD5L", "MDM2", "CXCR4", "BASP1", "CD4", "CD68", "DST", "GNG11", "LYVE1", "C1orf162", "VSIG4", "CD27", "IRF8", "AIF1", "PLA2G7", "FKBP11", "EGFR", "PRDM1", "KCNMA1", "ASPN", "PPARG", "ELF5", "CLEC10A", "MYH11", "CD28", "MMRN1", "CD86", "CFHR3", "ADH4" ]
[ 22, 15, 3, 6, 869, 667, 1080, 643, 281, 1127, 1133, 646, 1134, 280, 314, 1089, 503, 166, 304, 317, 555, 733, 1067, 205, 1809, 292, 920, 69, 1318, 674, 576, 1350, 955, 143, 1343, 587, 404, 1159, 295, 1120, 327, 380, 57 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nikfkbao-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikfkbao-1
[ "VWF", "CLEC14A", "CAVIN2", "SRPX", "CAVIN1", "ADAMTS1", "CXCL2", "CD93", "MMRN1", "MCF2L", "GNG11", "RAPGEF3", "C7", "PROX1", "PMP22", "CCR7", "PECAM1", "NPDC1", "NTN4", "BMX", "DST", "ECSCR", "MYC", "MS4A4A", "MRC1", "MALL", "FSTL3", "GPC1", "GPC3", "GPR183", "OGN", "TCF4", "CLEC4E", "APOA5", "TM4SF18", "APOLD1", "AR", "ACTA2", "CFHR1", "ANPEP" ]
[ 22, 15, 3, 6, 1816, 406, 240, 1611, 239, 46, 495, 331, 1120, 1086, 733, 1393, 217, 1357, 1337, 279, 1295, 1212, 1229, 186, 555, 565, 1155, 1133, 1129, 1073, 696, 736, 737, 742, 1242, 1662, 407, 110, 1696, 117, 125, 37, 379, 103 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
niddkpmh-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
niddkpmh-1
[ "PTGDS", "CAVIN2", "CD28", "C7", "AIF1", "PECAM1", "CYTIP", "FBLN1", "CD1C", "FGL2", "CD3D", "MYC", "PTPRC", "ACTG2", "CLEC10A", "MRC1", "SLC4A1", "CAVIN1", "FCGR3A", "FBN1", "SRPX", "MET", "VWF", "CD68", "CD4", "C1orf162", "CD69", "MYLK", "EGFR", "EDNRB", "OGN", "RTKN2", "PTN", "CSF2RA", "CTLA4", "CXCR4", "CD3E", "BMX", "CCL5", "APOLD1", "GPC3", "BCL2L11", "KLRB1", "ADAMTS1", "GLIPR1", "ASPN", "CXCL2", "TRAC" ]
[ 22, 15, 3, 6, 1369, 240, 295, 217, 69, 1295, 516, 635, 286, 667, 301, 1155, 1377, 39, 404, 1129, 1551, 239, 646, 637, 1611, 1097, 1816, 317, 304, 205, 318, 1163, 576, 568, 1242, 1450, 1375, 462, 470, 503, 302, 186, 264, 117, 737, 174, 970, 46, 727, 143, 495, 1743 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
niclhnij-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
niclhnij-1
[ "MYH11", "ADAMTS1", "KCNMA1", "PDGFRB", "CRISPLD2", "ACTA2", "CLEC4E", "CAVIN1", "FAS", "TBX3", "MYLK", "RERGL", "PCOLCE", "NTN4", "CFAP53", "COL17A1", "TRAC", "HPX", "ERBB2", "GATM" ]
[ 22, 15, 3, 6, 1159, 46, 955, 1289, 456, 37, 407, 239, 632, 1657, 1163, 1411, 1277, 1229, 376, 430, 1743, 814, 606, 715 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nidebncf-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nidebncf-1
[ "AIF1", "MRC1", "CD1C", "MYLK", "MYH11", "FGL2", "SNCA", "CAVIN1", "FCGR3A", "VWA5A", "CTLA4", "ADAMTS1", "GNG11", "PTGDS", "CYTIP", "FBLN1", "FAS", "CD14", "DPT", "FCER1A", "SRPX", "CD68", "RTKN2", "MNDA", "MMRN1", "MEST", "MPEG1", "CLEC4E", "TCF4", "INMT", "CNN1", "GPR183", "KCNMA1", "TRAC", "CLEC10A", "GYPA", "ACTA2", "TFPI", "CXCR4", "PTPRC", "DES" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 510.2040710449219, 204.08163452148438, 0, 1428.5714111328125, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.04081726074219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 408.16326904296875, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 408.16326904296875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 204.08163452148438, 0, 0, 204.08163452148438, 0, 0, 408.16326904296875, 0, 0, 0, 0, 0, 0, 102.04081726074219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1632.653076171875, 408.16326904296875, 0, 0, 0, 0, 408.16326904296875, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.04081726074219, 0, 0, 0, 0, 408.16326904296875, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nicljian-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nicljian-1
[ "MYH11", "ADAMTS1", "ACTA2", "NTN4", "MYLK", "CD93", "RERGL", "CAVIN1", "CRISPLD2", "FCN2", "MEF2C", "EGFL7", "TCF4", "CD69", "CYTIP", "LILRA5", "RGS16", "CD1E", "COL5A2", "CCNB2", "KCNMA1", "PDGFRB", "CLEC4E", "CNN1", "ACTG2", "AGR3", "PECAM1", "PTPRC", "BANK1", "CXCL2" ]
[ 22, 15, 3, 6, 1159, 46, 37, 1229, 1163, 331, 1411, 239, 456, 649, 1093, 575, 1662, 318, 516, 1033, 1421, 287, 436, 269, 955, 1289, 407, 419, 39, 65, 1295, 1377, 165, 495 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 560.7476806640625, 186.9158935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 186.9158935546875, 0, 186.9158935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 186.9158935546875, 0, 0, 373.831787109375, 747.66357421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 93.45794677734375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 560.7476806640625, 0, 0, 186.9158935546875, 0, 0, 186.9158935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 373.831787109375, 0, 0, 0, 0, 0, 186.9158935546875, 0, 0, 0, 0, 0, 0, 0, 0, 373.831787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 373.831787109375, 0, 0, 186.9158935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 186.9158935546875, 0, 0, 0, 373.831787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 186.9158935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 186.9158935546875, 0, 0, 0, 0, 0, 0, 0, 2056.07470703125, 747.66357421875, 0, 0, 0, 0, 186.9158935546875, 186.9158935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 186.9158935546875, 0, 0, 0, 0, 0, 560.7476806640625, 0, 186.9158935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nicloaoh-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nicloaoh-1
[ "MYH11", "CAVIN1", "MYLK", "RERGL", "CNN1", "ACTA2", "CAV1", "DST", "FBN1", "KCNMA1", "GEM", "MRC1", "COL5A2", "GLIPR1", "C7", "MEF2C", "OGN", "CRISPLD2", "ANGPT2", "PTN", "RGS16", "NTN4", "EGFR", "INMT", "ACTG2", "APCDD1", "CFB" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nicoejii-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nicoejii-1
[ "MYH11", "ACTA2", "KCNMA1", "MYLK", "CRISPLD2", "DST", "AIF1", "FSTL3", "CAVIN1", "PTGDS", "MS4A2", "RBP5", "CD1C", "NTN4", "OGN", "TENT5C", "CNN1", "MEST", "CD93", "CD34", "THBS2", "RERGL", "IL7R", "HES4", "ACTG2", "APCDD1", "INMT", "CXCL2", "MMRN1", "KLRB1", "TMEM100", "PGR" ]
[ 22, 15, 3, 6, 1159, 37, 955, 1163, 456, 555, 69, 696, 239, 1369, 1132, 1406, 286, 1229, 1242, 1668, 419, 1096, 331, 297, 1684, 1411, 904, 779, 39, 108, 907, 495, 1120, 970, 1702, 1302 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nicpbdpa-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nicpbdpa-1
[ "MYH11", "MYLK", "CAVIN1", "PECAM1", "ADAMTS1", "CNN1", "CAV1", "MMRN1", "DST", "C7", "MMRN2", "CD34", "ECSCR", "MEF2C", "SOX17", "CAVIN2", "CLEC14A", "DPT", "CXCL2", "ACTA2", "RERGL", "KCNK3", "SRPX", "RAMP2", "MALL", "CD93", "CRISPLD2", "CD4", "RBP5", "PTGDS", "SH2D3C", "PMP22", "MDM2", "OGN", "MKI67", "BMX", "MET", "PLCG2", "GATA2", "KCNMA1", "GPC3", "AR", "LGI4", "INMT", "TCF4", "TFPI", "CFB" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 619.8346557617188, 1487.603271484375, 0, 247.93386840820312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 247.93386840820312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 991.7354736328125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1239.6693115234375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 330.5784912109375, 0, 0, 0, 0, 0, 495.86773681640625, 247.93386840820312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 495.86773681640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 247.93386840820312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1487.603271484375, 743.8016357421875, 0, 0, 0, 0, 0, 247.93386840820312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 371.90081787109375, 247.93386840820312, 0, 0, 0, 0, 0, 0, 0, 247.93386840820312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nicllpld-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nicllpld-1
[ "ACTG2", "MYH11", "CNN1", "CCL5", "MYLK", "ACTA2", "GNG11", "DPT", "PTGDS", "DES", "PTN", "DST", "OGN", "KCNMA1", "RGS16", "ADAMTS1", "BASP1" ]
[ 22, 15, 3, 6, 39, 1159, 419, 264, 1163, 37, 733, 550, 1369, 526, 1375, 555, 1242, 955, 1421, 46, 166 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nidecgeh-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nidecgeh-1
[ "ADAMTS1", "MYH11", "CAVIN2", "VWF", "SRPX", "MMRN1", "C7", "ADGRL4", "BMX", "MYLK", "DPT", "SH2D3C", "NPDC1", "CXCL2", "GNG11", "CAV1", "LILRB2", "SNCG", "CD1C", "CD28", "RAMP2", "PLCG2", "MPEG1", "FHL2", "DES", "MARCO", "DST", "MDM2", "ECSCR", "MYC", "EDNRB", "PECAM1", "CTSK", "CLEC14A", "ACTG2", "CFHR3", "ADH4" ]
[ 22, 15, 3, 6, 46, 1159, 240, 1816, 1611, 1120, 217, 54, 186, 1163, 550, 1520, 1212, 495, 733, 238, 1034, 1571, 286, 295, 1391, 1321, 1127, 672, 526, 1080, 555, 1089, 565, 1155, 568, 1295, 479, 406, 39, 380, 57 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nicojlao-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nicojlao-1
[ "ACTG2", "MYLK", "MYH11", "ACTA2", "ADAMTS1", "CNN1", "HAVCR2", "SERPINB9", "NTN4", "FHL2", "GNG11", "DST", "CXCL9", "PCP4", "SEMA3C", "ASPN", "MCF2L", "CAVIN1", "C7", "CSF2RA", "CRISPLD2", "DES" ]
[ 22, 15, 3, 6, 39, 1163, 1159, 37, 46, 419, 771, 1508, 1229, 672, 733, 555, 499, 1279, 1498, 143, 1086, 239, 217, 462, 456, 526 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nicpbdmo-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nicpbdmo-1
[ "MYH11", "DPT", "OGN", "C7", "ACTA2", "MYLK", "PDGFRB", "KCNMA1", "CD93", "ACTG2", "RERGL", "PECAM1", "TCIM", "TCF4", "AR", "FSTL3", "DST", "PTGDS", "TIMP4", "ASPN", "ECSCR", "FHL2", "GYPB", "IL7R", "INMT", "ADAMTS1", "FCER1A", "COL5A2", "IRF8", "CAV1", "CAVIN1", "CCNB2", "ELF5", "TNC", "ALDH1A3", "EDNRB", "TBX3", "HEMGN", "SFRP4", "DES", "HMGCS2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 322.2341613769531, 1288.9366455078125, 0, 0, 0, 0, 0, 64.44683074951172, 0, 0, 0, 0, 644.4683227539062, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 0, 644.4683227539062, 0, 0, 0, 0, 644.4683227539062, 0, 0, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 107.41139221191406, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 966.7025146484375, 0, 0, 0, 322.2341613769531, 0, 0, 0, 322.2341613769531, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 483.35125732421875, 0, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 322.2341613769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nicndnic-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nicndnic-1
[ "ACTG2", "MRC1", "CAVIN2", "AIF1", "C7", "PTGDS", "HAVCR2", "TM4SF18", "RGS16", "MYLK", "MYH11", "MS4A6A", "APOBEC3A", "C1orf162", "DST", "CD163", "MMRN1", "LILRB2", "GNG11", "RTKN2", "IL1R2", "ACTA2", "DES", "ADH4" ]
[ 22, 15, 3, 6, 39, 1129, 240, 69, 217, 1369, 771, 1696, 1421, 1163, 1159, 1134, 112, 205, 555, 281, 1120, 1034, 733, 1450, 884, 37, 526, 57 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 392.6701354980469, 0, 0, 0, 0, 49.08376693725586, 19.633508682250977, 0, 0, 0, 0, 294.50262451171875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.16753387451172, 0, 0, 0, 0, 98.16753387451172, 0, 0, 0, 0, 0, 0, 0, 0, 98.16753387451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 785.3402709960938, 0, 0, 0, 196.33506774902344, 98.16753387451172, 0, 0, 98.16753387451172, 0, 196.33506774902344, 98.16753387451172, 0, 0, 0, 0, 0, 98.16753387451172, 196.33506774902344, 196.33506774902344, 294.50262451171875, 196.33506774902344, 98.16753387451172, 0, 0, 0, 0, 490.8376770019531, 0, 0, 0, 0, 0, 196.33506774902344, 98.16753387451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49.08376693725586, 0, 0, 49.08376693725586, 0, 98.16753387451172, 0, 0, 130.8900604248047, 0, 98.16753387451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.16753387451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 196.33506774902344, 0, 196.33506774902344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49.08376693725586, 0, 163.61256408691406, 0, 0, 0, 0, 0, 98.16753387451172, 0, 0, 98.16753387451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.16753387451172, 0, 98.16753387451172, 0, 0, 0, 0, 0, 0, 98.16753387451172, 0, 0, 98.16753387451172, 0, 0, 0, 294.50262451171875, 294.50262451171875, 65.44503021240234, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 196.33506774902344, 0, 0, 0, 0, 0, 0, 0, 98.16753387451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 294.50262451171875, 98.16753387451172, 0, 0, 0, 98.16753387451172, 0, 0, 0, 0, 0, 0, 0, 196.33506774902344, 0, 0, 0, 0, 98.16753387451172, 0, 0, 0, 0, 98.16753387451172, 0, 0, 0, 98.16753387451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 392.6701354980469, 589.0052490234375, 0, 0, 0, 0, 98.16753387451172, 0, 0, 0, 98.16753387451172, 0, 0, 0, 294.50262451171875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49.08376693725586, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 147.25131225585938, 0, 0, 0, 0, 0, 0, 294.50262451171875, 0, 0 ] ]
train
nilgaefd-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nilgaefd-1
[ "CCL5", "PRF1", "CD8A", "ACTG2", "PRDM1", "MPEG1", "RIDA", "AIF1", "CD5L", "KLRD1", "KLRC1", "VSIG4", "CD4", "CD2", "FCN2", "CD3E", "FCGR3A", "LYVE1", "CFB", "NKG7", "CD14", "CD68", "GATM", "TRAC", "CYP3A4", "CD1C", "MRC1", "CD163", "CD247", "EDNRB", "CD3D", "CD69", "CFHR1", "PCNA", "PDGFRA", "RBP5", "PTPRC", "PECAM1", "CYTIP", "CYP2A7", "MS4A6A", "MEF2C", "INS", "HPX", "C1orf162", "KCNMA1", "AQP9", "GLIPR1", "ASPN", "GNLY", "IGSF6", "KNG1", "TCIM", "ADH1C", "CXCR4", "CXCL2", "FXYD2", "ADH4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 166.1129608154297, 0, 1495.0166015625, 0, 0, 0, 33.222591400146484, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 332.2259216308594, 0, 0, 0, 0, 0, 0, 0, 332.2259216308594, 0, 0, 0, 498.3388671875, 830.5647583007812, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 166.1129608154297, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 332.2259216308594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 332.2259216308594, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 332.2259216308594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 332.2259216308594, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 166.1129608154297, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 83.05648040771484, 0, 0, 0, 83.05648040771484, 0, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 0, 0, 0, 166.1129608154297, 0, 0, 0, 0, 0, 664.4518432617188 ] ]
train
nikjaeap-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikjaeap-1
[ "ADAMTS1", "CAVIN2", "VWF", "CAVIN1", "BMX", "MYLK", "CLEC14A", "GLIPR1", "INMT", "C7", "CFB", "SLC22A8", "CD34", "RTKN2", "SRPX", "CD86", "CD93", "CCL5", "PDGFRB", "CXCL2", "PCOLCE", "NPDC1", "MYC", "ECSCR", "MRC1", "MMRN2", "FBN1", "FSTL3", "GEM", "GNG11", "PECAM1", "ASPN", "IGSF6", "TMEM52B", "UBE2C", "ACTG2", "TFPI", "TCIM", "ADH4" ]
[ 22, 15, 3, 6, 46, 240, 1816, 239, 186, 1163, 406, 727, 907, 217, 377, 1539, 297, 1450, 1611, 327, 331, 264, 1289, 495, 1277, 1212, 1155, 565, 1129, 1121, 637, 696, 718, 733, 1295, 143, 869, 1714, 1783, 39, 1675, 1664, 57 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nikncgli-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikncgli-1
[ "CFB", "SRPX", "C7", "KLRB1", "BAMBI", "INMT", "PRG4", "AIF1", "MYLK", "MS4A6A", "FHL2", "HAMP", "TCIM", "APOA5", "CFHR1", "CD4", "CD68", "CD163", "CD14", "CAVIN2", "RTKN2", "STEAP4", "CYP2B6", "PPP1R1A", "OGN", "FAS", "MRC1", "GATM", "GKN2", "GPC1", "KLRD1", "HPX", "IGF1", "IL1RL1", "PROX1", "BASP1", "PTN", "ADH4", "TIMP4", "ADH1C", "AQP9", "ADAMTS1", "TAT", "KNG1", "MLPH", "CFHR3", "CXCL2", "ANPEP", "CYP3A4", "HMGCS2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nikmlkdk-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikmlkdk-1
[ "CAVIN2", "CXCL2", "SERPINB9", "TFPI", "CFB", "MRC1", "PECAM1", "RIDA", "MMRN1", "CD86", "MMRN2", "CD34", "ADAMTS1", "PPP1R1A", "GATM", "MDM2", "MEF2C", "CD93", "ECSCR", "STEAP4", "C7", "DST", "LY86", "MET", "CAV1", "CAVIN1", "MEDAG", "DNASE1L3", "MYLK", "CTLA4", "IGSF6", "ACTG2", "HPX", "CD2", "CRHBP", "MFAP5", "CLEC14A", "CLEC10A", "CD14", "KNG1", "HMGCS2", "CFHR3", "CFHR1", "ACTA2", "CXCR4", "TCIM", "ADH4", "TAT" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfmkdgho-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmkdgho-1
[ "CFB", "CFHR1", "RIDA", "CYP3A4", "IGF1", "ADH1C", "GLYATL1", "HMGCS2", "CD4", "ADH4", "TM4SF4", "HPX", "GATM", "KNG1", "CD5L", "FGL2", "MTRNR2L11", "TBX3", "SLC26A2", "AQP9", "MET", "APOA5", "RAPGEF3", "CD14", "PECAM1", "PROX1", "PRG4", "TOP2A", "TAT", "TFPI", "TCIM" ]
[ 22, 15, 3, 6, 377, 379, 1428, 514, 852, 56, 730, 800, 304, 57, 1697, 814, 715, 978, 314, 667, 1144, 1657, 1544, 124, 1097, 110, 1393, 280, 1295, 1357, 1354, 1734, 1653, 1675, 1664 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfkojona-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfkojona-1
[ "CFB", "MDM2", "PROX1", "HPX", "MYLK", "ADH1C", "HAMP", "HMGCS2", "GATM", "IGF1", "ANPEP", "PRG4", "THAP2", "ADH4", "CFHR1", "RIDA", "C1orf162", "NTN4", "TAT", "MYC", "FCGR3A", "PLCG2", "RBP5", "CYP2A7", "AQP9", "NPDC1", "CYP2B6", "CD163", "GNG11", "PDGFRB", "GLYATL1", "KNG1", "CXCL2", "CFHR3", "TFPI", "CYP3A4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cflhfmgp-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cflhfmgp-1
[ "CFB", "PROX1", "GLYATL1", "PPP1R1A", "NTN4", "PRG4", "RIDA", "CYP2A7", "CD5L", "CXCL2", "EDNRB", "HPX", "IGF1", "IRF8", "KNG1", "GATM", "HMGCS2", "CYP3A4", "BBOX1", "LILRB2", "BCL2L11", "FCN1", "SPI1", "DNASE1L3", "CCL5", "MS4A4A", "ERG", "RBP5", "LILRA4", "CFHR1", "AQP9", "KCNMA1", "PTN", "CYP2F1", "GPC1", "CFHR3", "ADH1C", "PCSK2", "KLRB1", "TAT", "TCIM", "PTPRC", "TM4SF4", "ADH4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 152.6458740234375, 264.5861511230469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 152.6458740234375, 0, 305.291748046875, 0, 0, 0, 0, 0, 101.76390838623047, 0, 0, 101.76390838623047, 0, 0, 101.76390838623047, 0, 0, 203.52781677246094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.76390838623047, 101.76390838623047, 0, 0, 0, 0, 101.76390838623047, 0, 0, 0, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.76390838623047, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 661.4654541015625, 101.76390838623047, 254.40977478027344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 457.9375915527344, 0, 0, 0, 101.76390838623047, 610.58349609375, 203.52781677246094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 305.291748046875, 0, 0, 101.76390838623047, 0, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 50.881954193115234, 0, 0, 0, 0, 0, 0, 0, 0, 101.76390838623047, 203.52781677246094, 0, 0, 0, 203.52781677246094, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 407.0556335449219, 0, 0, 0, 0, 0, 0, 610.58349609375, 203.52781677246094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.76390838623047, 0, 254.40977478027344, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 203.52781677246094, 0, 0, 0, 0, 0, 407.0556335449219, 0, 0, 0, 0, 0, 0, 50.881954193115234, 0, 101.76390838623047, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 203.52781677246094, 0, 0, 0, 0, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.76390838623047, 203.52781677246094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 305.291748046875, 0, 101.76390838623047, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.76390838623047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 169.6065216064453, 0, 0, 0, 152.6458740234375, 0, 0, 0, 254.40977478027344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
cfkodjfb-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfkodjfb-1
[ "CFB", "CYP2A7", "GLYATL1", "CXCL2", "MDM2", "GATM", "APOA5", "DNASE1L3", "RIDA", "ADH4", "HPX", "TFPI", "CFHR3", "MYLK", "FHL2", "CYP2B6", "GNG11", "BBOX1", "LYVE1", "FCN2", "PROX1", "TAT", "ADH1C", "ANPEP", "TCIM", "SMIM24", "CD14", "MMRN1", "DST", "HMGCS2", "S100A1", "CFHR1", "CD4", "NTN4", "CAVIN1", "CAVIN2", "IGF1", "ECSCR", "RTKN2", "MMRN2", "KNG1", "FKBP11", "FCN1", "BAMBI", "CD3E", "PRG4", "ASCL1", "CYP1A1", "AQP9", "CCL5", "MLANA", "ERBB2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfmpiden-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmpiden-1
[ "FGL2", "MARCO", "C1orf162", "CD5L", "FCGR3A", "CD163", "MPEG1", "PECAM1", "IRF8", "CD4", "MS4A6A", "CFHR1", "SPI1", "BASP1", "ADGRE1", "CFB", "RBP5", "RTKN2", "PTPRC", "CD93", "PTN", "IL3RA", "CD68", "SERPINB9", "PPP1R1A", "PLA2G7", "HAVCR2", "CYP2B6", "KCNMA1", "IGSF6", "IGF1", "HLA-DQB2", "HAMP", "GLYATL1", "LY86", "CYP2A7", "LYVE1", "MEF2C", "MET", "FCN1", "MRC1", "MS4A4A", "DST", "CYP3A4", "GATM", "EDNRB", "PROX1", "TIMP4", "AMY2A", "ACTA2", "ANPEP", "AIF1", "VSIG4", "KNG1", "PGR", "ADH1C", "CXCL2", "TM4SF4", "ADH4", "HMGCS2" ]
[ 22, 15, 3, 6, 667, 1080, 205, 314, 646, 281, 1127, 1295, 920, 304, 1134, 379, 1599, 166, 52, 377, 1406, 1450, 1377, 331, 1375, 898, 317, 1508, 1346, 1318, 771, 512, 955, 869, 852, 794, 769, 730, 1062, 511, 1067, 1093, 1097, 648, 1129, 1133, 555, 514, 715, 568, 1357, 1692, 89, 37, 103, 69, 1809, 978, 1302, 56, 495, 1697, 57, 800 ]
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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 39.42181396484375, 236.53086853027344, 0, 78.8436279296875, 0, 0, 0, 0, 0, 0, 0, 197.10906982421875, 0, 394.2181396484375, 0, 78.8436279296875, 0, 0, 0, 157.687255859375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.8436279296875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 157.687255859375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 985.5452880859375, 394.2181396484375, 275.95269775390625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.8436279296875, 0, 0, 0, 0, 0, 0, 0, 157.687255859375, 0, 0, 0, 0, 0, 78.8436279296875, 0, 709.5926513671875, 0, 0, 0, 0, 0, 0, 0, 157.687255859375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.8436279296875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.40603637695312, 0, 0, 0, 0, 0, 0, 157.687255859375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1340.3416748046875, 0, 0, 0, 0, 0, 0, 236.53086853027344, 0, 354.79632568359375, 157.687255859375, 0, 0, 0, 0, 0, 0, 78.8436279296875, 0, 0, 0, 78.8436279296875, 0, 0, 0, 0, 0, 236.53086853027344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 157.687255859375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 236.53086853027344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.8436279296875, 0, 78.8436279296875, 0, 0, 0, 0, 0, 0, 0, 78.8436279296875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.8436279296875, 0, 0, 0, 157.687255859375, 315.37451171875, 0, 0, 0, 0, 394.2181396484375, 394.2181396484375, 0, 0, 0, 0, 0, 0, 157.687255859375, 0, 0, 0, 157.687255859375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 236.53086853027344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.56241989135742, 0, 0, 0, 118.26543426513672, 0, 0, 0, 78.8436279296875, 0, 0, 0, 0, 0, 118.26543426513672, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
cfmpcdfi-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmpcdfi-1
[ "HAMP", "CFB", "CYP3A4", "APOA5", "PRG4", "PROX1", "CFHR1", "HPX", "PPP1R1A", "CFHR3", "ADH4", "SERPINB3", "KNG1", "HMGCS2", "MDM2", "ANPEP", "AQP9", "LILRB2", "CD5L", "RBP5", "RIDA", "GLYATL1", "DNASE1L3", "IGF1", "PPARG", "CXCL2", "GATM", "TM4SF4", "TCIM", "PLCG2", "INMT", "CRHBP", "CD14", "MYC", "MMRN2", "AGER", "TFPI", "CYP2B6", "KCNMA1", "FGL2", "APOLD1", "MPEG1", "TAT", "ADH1C" ]
[ 22, 15, 3, 6, 769, 377, 514, 110, 1354, 1357, 379, 814, 1346, 380, 57, 1506, 978, 800, 1089, 103, 124, 1034, 314, 1406, 1428, 730, 544, 852, 1343, 495, 715, 1697, 1664, 1321, 907, 454, 280, 1155, 1121, 64, 1675, 512, 955, 667, 117, 1127, 1653, 56 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 255.53663635253906, 204.4293212890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.884159088134766, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255.53663635253906, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.76831817626953, 0, 0, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255.53663635253906, 255.53663635253906, 0, 0, 0, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 766.6099243164062, 255.53663635253906, 191.65248107910156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.76831817626953, 63.884159088134766, 0, 0, 0, 0, 127.76831817626953, 127.76831817626953, 0, 255.53663635253906, 0, 127.76831817626953, 0, 0, 127.76831817626953, 0, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.76831817626953, 0, 0, 127.76831817626953, 0, 0, 0, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 0, 0, 0, 383.3049621582031, 0, 0, 0, 0, 0, 0, 255.53663635253906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 766.6099243164062, 0, 0, 0, 0, 0, 0, 127.76831817626953, 0, 127.76831817626953, 255.53663635253906, 0, 0, 0, 0, 0, 0, 0, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 0, 170.35777282714844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255.53663635253906, 0, 0, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 0, 255.53663635253906, 0, 0, 0, 0, 127.76831817626953, 0, 0, 0, 0, 255.53663635253906, 0, 63.884159088134766, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.76831817626953, 0, 0, 0, 127.76831817626953, 127.76831817626953, 0, 0, 0, 0, 383.3049621582031, 255.53663635253906, 0, 0, 63.884159088134766, 127.76831817626953, 0, 0, 0, 0, 0, 0, 255.53663635253906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 42.58944320678711, 0, 0, 0, 63.884159088134766, 0, 0, 0, 127.76831817626953, 0, 0, 0, 0, 0, 127.76831817626953, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.76831817626953, 0, 0 ] ]
train
cfmnaoom-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmnaoom-1
[ "CFB", "HAMP", "GATM", "PRG4", "CFHR1", "PROX1", "MDM2", "ADH1C", "CD68", "GLYATL1", "IGF1", "CD5L", "MPEG1", "RIDA", "MYLK", "CYP3A4", "BAMBI", "ADH4", "CFHR3", "KNG1", "BASP1", "DIRAS3", "MET", "CD86", "FGL2", "SMIM24", "CXCL10", "CCNB2", "CD163", "FCGR3A", "FBN1", "DNASE1L3", "PVALB", "MS4A6A", "PPARG", "VSIG4", "IRF8", "HPX", "HMGCS2", "TFPI", "CYTIP", "PLCG2", "CYP2A7", "APOA5", "TM4SF4", "CYP2B6", "PPP1R1A", "NAT8", "TCIM", "PTPRC", "CXCL2", "ANPEP", "TAT" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfmllglf-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmllglf-1
[ "CFB", "HAMP", "RIDA", "TFPI", "CYP3A4", "GATM", "CFHR1", "CD5L", "KNG1", "CXCL2", "HMGCS2", "MRC1", "STEAP4", "MYC", "BASP1", "CD14", "RBP5", "AR", "AQP9", "SMIM24", "MET", "GLYATL1", "ANPEP", "ADH1C", "ADH4", "PROX1", "CD4", "MDM2", "PRG4", "CFHR3", "TAT", "HPX", "GPX2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfldmbfo-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfldmbfo-1
[ "CD5L", "MS4A6A", "MARCO", "CD163", "FCGR3A", "AIF1", "C1orf162", "MRC1", "IRF8", "HAMP", "PECAM1", "BASP1", "CD68", "MPEG1", "FGL2", "CD14", "KCNMA1", "IL7R", "PTPRC", "CFB", "CFHR3", "VSIG4", "PROX1", "LYVE1", "DST", "PPP1R1A", "CD4", "CYTIP", "MYLK", "MS4A4A", "KLRB1", "IGSF6", "GLYATL1", "LILRB2", "ADH4", "IL2RA", "SMYD2", "CD247", "CD3D", "HPGDS", "CD86", "SELL", "LAG3", "ERG", "LILRB4", "LY86", "MMRN2", "FCGR1A", "PPARG", "CXCR4", "PLA2G7", "MTRNR2L11", "PCOLCE", "PCNA", "CCL5", "HAVCR2", "TCF4", "AQP9", "APOBEC3A", "ANPEP", "SPI1", "BCL2L11", "BBOX1", "ADGRE1", "AMY2A", "GATM", "KNG1", "TCIM", "CFHR1", "HMGCS2" ]
[ 22, 15, 3, 6, 314, 1134, 1080, 281, 646, 69, 205, 1129, 920, 769, 1295, 166, 317, 1127, 667, 280, 955, 904, 1377, 377, 380, 1809, 1357, 1067, 555, 1346, 304, 516, 1163, 1133, 970, 869, 730, 1034, 57, 893, 1568, 291, 301, 813, 327, 1495, 999, 610, 1035, 1062, 1121, 643, 1343, 503, 1318, 1144, 1277, 1276, 264, 771, 1662, 124, 112, 103, 1599, 174, 169, 52, 89, 715, 978, 1664, 379, 800 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 804.050048828125, 0, 0, 44.6694450378418, 53.603336334228516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 268.01666259765625, 268.01666259765625, 0, 0, 89.3388900756836, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 178.6777801513672, 0, 0, 0, 0, 0, 89.3388900756836, 0, 89.3388900756836, 0, 0, 0, 0, 580.7028198242188, 178.6777801513672, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 0, 178.6777801513672, 0, 0, 268.01666259765625, 0, 0, 0, 0, 0, 0, 134.00833129882812, 0, 89.3388900756836, 0, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 89.3388900756836, 0, 0, 89.3388900756836, 0, 0, 0, 625.3722534179688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 357.3555603027344, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 29.779630661010742, 0, 0, 0, 0, 0, 89.3388900756836, 89.3388900756836, 0, 0, 0, 0, 178.6777801513672, 44.6694450378418, 0, 0, 0, 0, 0, 0, 178.6777801513672, 0, 0, 0, 0, 0, 0, 59.559261322021484, 0, 268.01666259765625, 178.6777801513672, 0, 0, 0, 0, 0, 0, 89.3388900756836, 0, 178.6777801513672, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 178.6777801513672, 0, 0, 89.3388900756836, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 268.01666259765625, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 178.6777801513672, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.3388900756836, 0, 268.01666259765625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 178.6777801513672, 0, 89.3388900756836, 178.6777801513672, 0, 0, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 268.01666259765625, 0, 0, 0, 0, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.3388900756836, 0, 0, 0, 268.01666259765625, 0, 29.779630661010742, 0, 0, 0, 312.6861267089844, 0, 0, 0, 44.6694450378418, 0, 0, 0, 0, 0, 89.3388900756836, 0, 178.6777801513672, 0, 0, 178.6777801513672, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
cfmnmeej-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmnmeej-1
[ "ADAMTS1", "EDNRB", "CFB", "FGL2", "TCIM", "MS4A6A", "CRISPLD2", "HPX", "PLA2G7", "ASPN", "BAMBI", "RIDA", "STEAP4", "PRDM1", "NPDC1", "COL5A2", "TMEM100", "PROX1", "TNC", "MDM2", "GPR183", "HAMP", "CD5L", "IGF1", "CFHR1", "IRF8", "CXCL2", "RBP5", "CD93", "CLCA2", "CD86", "PRG4", "SEMA3C", "CYP3A4", "PECAM1", "CCL5", "DNASE1L3", "DST", "MYLK", "FBN1", "MKI67", "FKBP11", "MEST", "GLIPR1", "GLYATL1", "LAG3", "KLRB1", "CXCL9", "SMYD2", "INMT", "SRPX", "TM4SF4", "BBOX1", "C1orf162", "HMGCS2", "ADH4", "TFPI", "ADH1C", "GPRC5A", "TAT", "GATM" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 694.9806518554688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 1158.3011474609375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 231.66021728515625, 0, 0, 0, 0, 0, 0, 231.66021728515625, 115.83010864257812, 231.66021728515625, 0, 0, 0, 0, 463.3204345703125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 231.66021728515625, 0, 0, 154.44015502929688, 0, 0, 0, 0, 0, 0, 231.66021728515625, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 463.3204345703125, 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 231.66021728515625, 0, 0, 0, 463.3204345703125, 463.3204345703125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 115.83010864257812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 463.3204345703125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 115.83010864257812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.66021728515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
cfmopaph-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmopaph-1
[ "C1orf162", "AIF1", "GLYATL1", "MS4A6A", "SERPINB9", "MTRNR2L11", "CLEC10A", "CSF2RA", "AQP9", "CD86", "CD83", "BASP1", "DNASE1L3", "GPR183", "FGL2", "FCN2", "CD1C", "SMIM24", "MRC1", "DNAAF1", "CFB", "MNDA", "CFHR3", "CXCR4", "HAMP", "TNFRSF13B", "HMGCS2", "ACTG2", "PROX1", "CYP2A7", "CYP3A4", "TCIM", "PTPRC", "CFHR1" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfmomaec-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmomaec-1
[ "FCN2", "DNASE1L3", "LYVE1", "CFB", "CRHBP", "CAVIN2", "TCIM", "RIDA", "MS4A4A", "IGF1", "CFHR1", "NTN4", "GATM", "C1orf162", "FKBP11", "FHL2", "C7", "FGL2", "PECAM1", "PRG4", "PLCG2", "MNDA", "CD1C", "CFHR3", "MS4A6A", "CD4", "CYP2A7", "LILRB2", "HAVCR2", "HAMP", "AQP9", "GPR183", "HLA-DQB2", "APOLD1", "KNG1", "CYP3A4", "CXCL2", "TFPI", "ADH4" ]
[ 22, 15, 3, 6, 649, 544, 1067, 377, 454, 240, 1664, 1428, 1133, 852, 379, 1229, 715, 205, 674, 672, 217, 667, 1295, 1354, 1321, 1122, 286, 380, 1134, 304, 511, 1034, 771, 769, 124, 742, 794, 117, 978, 514, 495, 1675, 57 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfnafgpp-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfnafgpp-1
[ "CFB", "C1orf162", "CXCL2", "CD5L", "CFHR1", "CYP3A4", "GPR183", "CYP2B6", "IGF1", "MS4A6A", "RIDA", "KNG1", "ADH4", "AQP9", "FCGR3A", "CFHR3", "FBN1", "FCN2", "CD14", "CYP2A7", "AIF1", "MET", "MEST", "GATM", "MARCO", "CD68", "HPX", "MPEG1", "TAT", "ADH1C", "RND1", "CLEC10A", "PROX1", "PRG4", "CYP2F1", "DIRAS3", "DNASE1L3", "EDNRB", "CD4", "FCGR1A", "FGL2", "MDM2", "GLYATL1", "LY86", "IGSF6", "PPARG", "MYC", "IRF8", "APOA5", "TMEM100", "TFPI", "TMC5", "ACTG2", "ADGRE1", "VSIG4", "HMGCS2", "ANPEP", "TCIM" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 267.2605895996094, 400.8908996582031, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 267.2605895996094, 0, 0, 0, 0, 0, 400.8908996582031, 0, 0, 0, 0, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 267.2605895996094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 868.596923828125, 200.44544982910156, 66.81514739990234, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 400.8908996582031, 0, 0, 0, 133.6302947998047, 534.5211791992188, 133.6302947998047, 0, 534.5211791992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 400.8908996582031, 0, 0, 0, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 0, 0, 0, 0, 445.434326171875, 0, 0, 0, 0, 0, 0, 400.8908996582031, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 400.8908996582031, 0, 0, 0, 0, 0, 0, 311.80401611328125, 0, 400.8908996582031, 267.2605895996094, 0, 0, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 267.2605895996094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 267.2605895996094, 0, 0, 0, 0, 0, 0, 0, 66.81514739990234, 0, 0, 0, 0, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 267.2605895996094, 0, 0, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 267.2605895996094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 133.6302947998047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 222.7171630859375, 0, 0, 0, 0, 0, 133.6302947998047, 0, 66.81514739990234, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
cfmlpjha-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmlpjha-1
[ "CFB", "CYP3A4", "CYP2A7", "GATM", "HPX", "DST", "GLYATL1", "AQP9", "ADH4", "CXCL2", "HAMP", "HMGCS2", "RIDA", "MDM2", "PROX1", "KNG1", "APOA5", "IGF1", "CD14", "ADH1C", "TAT", "CFHR1", "CYP1A1", "FKBP11", "INMT", "BBOX1", "RBP5", "ELF5", "MS4A6A", "TENT5C", "CD4", "CYP2B6", "FBN1", "SERPINB9", "MYLK", "MLPH", "TFPI", "CFHR3" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfmpfppf-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmpfppf-1
[ "CFHR1", "CXCL2", "HAMP", "CYP2A7", "CFB", "GLYATL1", "PROX1", "RIDA", "CFHR3", "GATM", "MS4A6A", "IGF1", "ADH4", "CD14", "PPP1R1A", "CYP3A4", "KNG1", "TAT", "VSIG4", "NTN4", "AQP9", "HMGCS2", "APOA5", "HPX", "SMIM24", "MET", "CYP2B6", "PRG4", "MYLK", "RBP5", "MS4A4A", "EDNRB", "SERPINB9", "DNASE1L3", "CD68", "CD5L", "MCF2L", "MRC1", "TCIM", "CTSK", "CYP1A1", "KCNMA1", "TNFRSF17", "CRHBP", "PLIN4", "TMEM100", "TM4SF4", "ANPEP", "GPR183", "THAP2", "AR", "TFPI", "ADH1C", "SLC26A3" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 187.9699249267578, 0, 0, 187.9699249267578, 225.5639190673828, 0, 0, 0, 0, 0, 0, 0, 0, 0, 93.9849624633789, 0, 187.9699249267578, 0, 187.9699249267578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 375.9398498535156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 187.9699249267578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1127.819580078125, 657.8947143554688, 281.95489501953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 187.9699249267578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 469.9248046875, 0, 0, 0, 0, 375.9398498535156, 0, 0, 689.2230834960938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 438.5964660644531, 0, 0, 0, 0, 0, 0, 375.9398498535156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 250.62657165527344, 0, 281.95489501953125, 375.9398498535156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 375.9398498535156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 187.9699249267578, 0, 0, 0, 375.9398498535156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 187.9699249267578, 0, 0, 0, 0, 187.9699249267578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 187.9699249267578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 375.9398498535156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 187.9699249267578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125.31328582763672, 0, 0, 0, 187.9699249267578, 0, 0, 0, 281.95489501953125, 0, 0, 0, 0, 0, 187.9699249267578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
cfmngiem-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmngiem-1
[ "CFB", "CYP3A4", "CFHR1", "CXCL2", "GATM", "BBOX1", "MET", "RIDA", "GLYATL1", "IGF1", "CYP2A7", "KNG1", "HPX", "TFPI", "CFHR3", "HMGCS2", "ADH4", "MYLK", "SERPINB2", "MS4A6A", "CD163", "PPP1R1A", "COL5A2", "TCIM", "MDM2", "TM4SF4", "APOLD1", "ADH1C", "APOA5", "ADAMTS1", "TAT", "ANPEP" ]
[ 22, 15, 3, 6, 377, 514, 379, 495, 715, 169, 1097, 1428, 730, 852, 511, 978, 814, 1675, 380, 800, 57, 1163, 1505, 1134, 281, 1346, 436, 1664, 1089, 1697, 117, 56, 110, 46, 1653, 103 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfmlhkan-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmlhkan-1
[ "CYP3A4", "HAMP", "CFB", "CFHR1", "CXCL2", "GATM", "RIDA", "DNASE1L3", "ADH4", "ADH1C", "CFHR3", "PRG4", "GLYATL1", "KNG1", "HPX", "PROX1", "TFPI", "BBOX1", "CD14", "CRHBP", "IGF1", "AR", "TAT", "HMGCS2", "TBX3", "PCNA", "EGFR", "RBP5", "TCIM", "TM4SF4", "DST", "ESR1", "ACTG2", "PDGFRB", "PDGFRA", "AQP9", "PPP1R1A", "PPARG", "CYP2B6", "ANPEP", "APOA5", "CYP2A7", "SRPX", "CXCR4", "MYBPC1" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 287.83880615234375, 489.3259582519531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 71.95970153808594, 0, 0, 0, 0, 0, 0, 0, 143.91940307617188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 143.91940307617188, 143.91940307617188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 431.7581787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1223.3148193359375, 719.5969848632812, 215.87908935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 287.83880615234375, 0, 0, 0, 143.91940307617188, 431.7581787109375, 719.5969848632812, 0, 575.6776123046875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 143.91940307617188, 0, 0, 0, 0, 0, 0, 0, 431.7581787109375, 0, 0, 0, 0, 0, 0, 575.6776123046875, 0, 0, 0, 0, 0, 0, 35.97985076904297, 0, 0, 0, 0, 0, 143.91940307617188, 0, 0, 0, 0, 0, 0, 287.83880615234375, 0, 215.87908935546875, 143.91940307617188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95.9462661743164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 143.91940307617188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 143.91940307617188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 143.91940307617188, 0, 0, 0, 143.91940307617188, 0, 0, 0, 0, 0, 143.91940307617188, 143.91940307617188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 575.6776123046875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 239.86566162109375, 0, 0, 0, 0, 0, 0, 0, 71.95970153808594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 143.91940307617188, 0, 0, 0, 0, 0, 0 ] ]
train
cfmmjkfg-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfmmjkfg-1
[ "CFB", "CYP2B6", "CFHR1", "CYP3A4", "RIDA", "GLYATL1", "ADH4", "CYP2A7", "GATM", "CD14", "CXCL2", "ADH1C", "HMGCS2", "TAT", "HPX", "CFHR3", "CYP1A1", "C1orf162", "FKBP11", "PLCG2", "C15orf48", "MTRNR2L11", "UBE2C", "PRG4", "AQP9", "HAMP", "IGF1", "PPARG", "MDM2", "PROX1", "KNG1", "ANPEP", "TFPI", "GPX2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cflgonmo-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cflgonmo-1
[ "CFB", "GLYATL1", "CD14", "IGF1", "MYLK", "CFHR1", "PROX1", "AQP9", "CXCL2", "CYP3A4", "TFPI", "HPX", "ADH4", "TAT", "CFHR3", "PRG4", "HMGCS2", "RBP5", "CYP2A7", "MS4A6A", "PPP1R1A", "GATM", "BBOX1", "FAS", "FGL2", "MARCO", "CD68", "RIDA", "CAPN8", "SERPINB9", "DST", "CD163", "TM4SF4", "PPARG", "KNG1", "ADH1C", "CYP2B6", "AIF1", "HAMP", "MTRNR2L11", "CXCR4", "TCIM", "ANPEP" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 301.3258361816406, 337.48492431640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 241.0606689453125, 0, 241.0606689453125, 0, 0, 0, 0, 0, 241.0606689453125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1084.77294921875, 783.4471435546875, 180.79550170898438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.265167236328125, 0, 0, 0, 0, 241.0606689453125, 361.59100341796875, 0, 522.2981567382812, 0, 0, 0, 0, 0, 0, 0, 120.53033447265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 160.7071075439453, 0, 0, 0, 0, 0, 0, 602.6516723632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 964.24267578125, 0, 0, 0, 0, 0, 0, 200.88388061523438, 0, 120.53033447265625, 723.1820068359375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 241.0606689453125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.53033447265625, 120.53033447265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 241.0606689453125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.53033447265625, 0, 0, 0, 0, 120.53033447265625, 120.53033447265625, 0, 0, 0, 0, 0, 0, 120.53033447265625, 0, 0, 0, 843.7123413085938, 0, 0, 120.53033447265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40.17677688598633, 0, 0, 0, 120.53033447265625, 0, 0, 0, 180.79550170898438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
cfllpbpg-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfllpbpg-1
[ "CFB", "HAMP", "RIDA", "CFHR1", "IGF1", "GLYATL1", "CYP3A4", "CYP2B6", "ADH4", "ADH1C", "ANPEP", "AQP9", "APOA5", "KNG1", "CYP2A7", "MYLK", "HMGCS2", "TFPI", "CFHR3", "GATM", "RBP5", "TCIM", "S100A1", "DNASE1L3", "MEST", "MET", "HPX", "PROX1", "PRG4", "PPP1R1A", "CXCL2", "TAT" ]
[ 22, 15, 3, 6, 377, 769, 1428, 379, 852, 730, 514, 512, 57, 56, 103, 124, 110, 978, 511, 1163, 800, 1675, 380, 715, 1406, 1664, 1460, 544, 1096, 1097, 814, 1357, 1354, 1346, 495, 1653 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
cfkpjlec-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cfkpjlec-1
[ "CFB", "PROX1", "CXCL2", "GLYATL1", "KNG1", "HAMP", "CFHR1", "CFHR3", "HPX", "ADH1C", "IGF1", "GATM", "TCIM", "TM4SF4", "ADH4", "RIDA", "ANPEP", "PRG4", "HMGCS2", "TFPI", "MYC", "TAT", "SELE", "CD86", "RBP5", "CYP2A7", "CD14", "APOA5", "MYLK", "CXCR4" ]
[ 22, 15, 3, 6, 377, 1357, 495, 730, 978, 769, 379, 380, 814, 56, 852, 715, 1664, 1697, 57, 1428, 103, 1354, 800, 1675, 1155, 1653, 1491, 327, 1406, 511, 280, 110, 1163, 503 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 178.35910034179688, 0, 0, 0, 445.8977355957031, 428.0618591308594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.17955017089844, 0, 178.35910034179688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 178.35910034179688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1605.23193359375, 624.2568359375, 178.35910034179688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 267.53863525390625, 0, 0, 0, 0, 0, 178.35910034179688, 0, 297.2651672363281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.17955017089844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 178.35910034179688, 0, 0, 0, 0, 0, 0, 0, 237.8121337890625, 0, 0, 0, 0, 0, 0, 356.71820068359375, 0, 0, 178.35910034179688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1070.154541015625, 0, 0, 0, 0, 0, 0, 297.2651672363281, 0, 89.17955017089844, 356.71820068359375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 475.624267578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 178.35910034179688, 0, 0, 0, 356.71820068359375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 178.35910034179688, 0, 178.35910034179688, 178.35910034179688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 713.4364013671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 59.453033447265625, 0, 0, 0, 89.17955017089844, 0, 0, 0, 89.17955017089844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
cflkpflc-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
cflkpflc-1
[ "CFB", "HAMP", "RIDA", "CFHR1", "KNG1", "ADH1C", "ADH4", "MET", "GLYATL1", "IGF1", "HMGCS2", "CYP3A4", "CXCL2", "GATM", "PROX1", "PRG4", "GPC1", "CYP2B6", "PRDM1", "FKBP11", "BCL2L11", "CFHR3", "MDM2", "APOA5", "ADAM28", "ANPEP", "TFPI", "ESR1", "HPX", "TCIM", "TAT" ]
[ 22, 15, 3, 6, 377, 769, 1428, 379, 978, 56, 57, 1097, 730, 852, 800, 514, 495, 715, 1357, 1354, 736, 512, 1350, 674, 174, 380, 1089, 110, 44, 103, 1675, 614, 814, 1664, 1653 ]
[ [ 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 182.7040252685547, 316.68695068359375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 121.80268096923828, 0, 0, 0, 0, 0, 243.60536193847656, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 730.8161010742188, 852.6187744140625, 243.60536193847656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 182.7040252685547, 0, 0, 0, 0, 487.2107238769531, 365.4080505371094, 0, 690.2151489257812, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 243.60536193847656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 243.60536193847656, 0, 0, 0, 0, 0, 0, 0, 406.0089416503906, 0, 0, 0, 0, 0, 0, 365.4080505371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 203.0044708251953, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 284.20623779296875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 243.60536193847656, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 243.60536193847656, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 487.2107238769531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.80268096923828, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 243.60536193847656, 0, 0, 0, 0, 0, 121.80268096923828, 0, 243.60536193847656, 0, 0, 0, 0, 0, 60.90134048461914, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
adagdbpa-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adagdbpa-1
[ "CFHR1", "CFB", "CYP3A4", "PROX1", "CYP2A7", "GATM", "GLYATL1", "CYP2B6", "ADH4", "KNG1", "CFHR3", "PCNA", "TAT", "AQP9", "TFPI", "FKBP11", "DST", "MCF2L", "HMGCS2", "ADH1C", "CXCL2", "CD93", "DNASE1L3", "MEST", "NPDC1", "MPEG1", "TENT5C", "CAVIN2", "RIDA", "PLCG2", "CD4", "CAVIN1", "PDCD1", "APOA5", "ANPEP", "FCN2", "HAMP", "AR", "CRHBP", "CD14", "IGF1", "TM4SF4" ]
[ 22, 15, 3, 6, 379, 377, 514, 1357, 511, 715, 730, 512, 57, 978, 380, 1276, 1653, 124, 1675, 674, 555, 1086, 800, 56, 495, 331, 544, 1096, 1212, 1127, 1668, 240, 1428, 1321, 304, 239, 1283, 110, 103, 649, 769, 125, 454, 280, 852, 1697 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
adajklmf-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adajklmf-1
[ "CFB", "IGF1", "CYP3A4", "CFHR3", "CXCL2", "CD14", "RIDA", "CYP2A7", "ADH1C", "CFHR1", "TAT", "TM4SF4", "CYP2B6", "ADH4", "AQP9", "PROX1", "ASPN", "CENPF", "BBOX1", "STEAP4", "GATM", "MS4A6A", "SLAMF7", "TCIM", "GLYATL1", "APOA5", "HPX", "PLA2G7", "CTSK", "ADAMTS1", "ADGRE1", "PPP1R1A", "KCNMA1", "FAS", "KNG1", "HMGCS2", "ANPEP" ]
[ 22, 15, 3, 6, 377, 852, 514, 380, 495, 280, 1428, 511, 56, 379, 1653, 1697, 512, 57, 124, 1357, 143, 371, 169, 1628, 715, 1134, 1529, 1664, 730, 110, 814, 1318, 479, 46, 52, 1346, 955, 632, 978, 800, 103 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
adaofnfh-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adaofnfh-1
[ "CFB", "CFHR1", "GLYATL1", "HPX", "CXCL2", "IGF1", "CFHR3", "ADH1C", "GATM", "CD14", "MDM2", "RIDA", "TM4SF4", "HMGCS2", "ADH4", "DST", "CYP2A7", "CYP2B6", "IRF8", "SELE", "CFAP53", "TAT", "TBX3", "SCGB2A1", "RBP5", "CD68", "BASP1", "AR", "LAG3", "TFPI", "CRHBP", "PECAM1", "PDGFRB", "HAMP", "MS4A6A", "AQP9", "KNG1", "PROX1", "DNASE1L3", "APOLD1" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
adalldci-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adalldci-1
[ "CFB", "GLYATL1", "CYP2A7", "CYP3A4", "CXCL2", "CFHR1", "GATM", "KNG1", "TAT", "ADH1C", "RBP5", "PROX1", "AQP9", "CYP2B6", "MYLK", "LILRB2", "HAMP", "APOA5", "CD14", "IGF1", "HMGCS2", "PRG4", "ADH4", "AIF1", "DST", "HPX", "RIDA", "CD93", "MEST", "ACTG2", "FAS", "ADGRL4", "CFHR3", "PRDM1", "ANPEP", "FCGR3A" ]
[ 22, 15, 3, 6, 377, 730, 511, 514, 495, 379, 715, 978, 1653, 56, 1406, 1357, 124, 512, 1163, 1034, 769, 110, 280, 852, 800, 1354, 57, 69, 555, 814, 1428, 331, 1096, 39, 632, 54, 380, 1350, 103, 646 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
adangahc-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adangahc-1
[ "CFB", "CXCL2", "GLYATL1", "RIDA", "CFHR1", "CFHR3", "HPX", "AQP9", "CYP2A7", "ADH1C", "CYP3A4", "IGF1", "APOA5", "CYP2B6", "GATM", "TAT", "PROX1", "HAMP", "HMGCS2", "TCIM", "KNG1", "MYLK", "RBP5", "SMYD2", "NTN4", "FKBP11", "ADH4", "APOLD1", "PPP1R1A", "MDM2", "PRG4", "IRF8", "ANPEP", "TFPI", "FSTL3", "TREM2", "PRDM1", "CD14", "DNASE1L3", "DST", "KLRD1", "EGFL7", "MEST", "LYVE1", "PCNA", "EHF", "COL5A2", "PLD4", "BCL2L11", "AR", "TM4SF4", "CLCA1", "TRAC", "GPRC5A" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 147.54098510742188, 196.7213134765625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.36065673828125, 0, 196.7213134765625, 0, 0, 0, 0, 0, 196.7213134765625, 0, 0, 0, 0, 0, 0, 0, 0, 98.36065673828125, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 786.88525390625, 491.80328369140625, 393.442626953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 295.08197021484375, 0, 0, 0, 0, 786.88525390625, 0, 0, 32.786888122558594, 0, 0, 0, 0, 0, 0, 0, 295.08197021484375, 0, 0, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49.180328369140625, 0, 0, 0, 0, 0, 0, 196.7213134765625, 0, 0, 196.7213134765625, 0, 0, 0, 0, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 327.8688659667969, 0, 0, 0, 0, 0, 0, 295.08197021484375, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 196.7213134765625, 0, 0, 0, 0, 0, 0, 196.7213134765625, 0, 344.2622985839844, 295.08197021484375, 0, 0, 0, 0, 0, 0, 0, 0, 98.36065673828125, 0, 0, 0, 0, 0, 0, 98.36065673828125, 196.7213134765625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.36065673828125, 0, 0, 98.36065673828125, 0, 0, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 49.180328369140625, 0, 0, 0, 0, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.36065673828125, 0, 0, 0, 98.36065673828125, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 196.7213134765625, 0, 0, 0, 0, 393.442626953125, 98.36065673828125, 0, 0, 0, 0, 0, 0, 98.36065673828125, 0, 0, 0, 590.1639404296875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.36065673828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.36065673828125, 0, 0, 0, 98.36065673828125, 0, 0, 0, 295.08197021484375, 0, 0, 0, 0, 98.36065673828125, 49.180328369140625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49.180328369140625, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
adaoappn-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adaoappn-1
[ "CFB", "CYP2A7", "RIDA", "CFHR1", "PRG4", "CFHR3", "HPX", "GATM", "DNASE1L3", "GLYATL1", "IGF1", "CXCL2", "TFPI", "ADH4", "FCN2", "HMGCS2", "PPP1R1A", "HAMP", "AQP9", "KNG1", "FCGR1A", "APOA5", "ADH1C", "TAT", "BCL2L11", "FKBP11", "LYVE1", "MARCO", "BBOX1", "MDM2", "DST", "SMIM24", "CD4", "RBP5", "CAVIN2", "GNG11", "NPDC1", "TCIM", "IRF8", "PROX1", "PCNA", "MRC1", "KLRD1", "PCOLCE", "TM4SF18", "ANPEP", "MLPH", "TRAC", "ERBB2", "TM4SF4", "CYP3A4" ]
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0, 0, 0, 0 ] ]
Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 206.04396057128906, 0, 0, 309.0659484863281, 247.2527618408203, 0, 0, 0, 0, 0, 0, 0, 0, 0, 103.02198028564453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 412.0879211425781, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 412.0879211425781, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 206.04396057128906, 206.04396057128906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 824.1758422851562, 618.1318969726562, 103.02198028564453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 618.1318969726562, 0, 0, 755.4945068359375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 274.72528076171875, 0, 0, 0, 0, 0, 0, 618.1318969726562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 206.04396057128906, 0, 0, 0, 0, 0, 0, 206.04396057128906, 0, 309.0659484863281, 206.04396057128906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 206.04396057128906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 206.04396057128906, 0, 0, 0, 0, 206.04396057128906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 412.0879211425781, 0, 0, 0, 0, 618.1318969726562, 206.04396057128906, 0, 0, 0, 0, 0, 206.04396057128906, 0, 0, 0, 0, 206.04396057128906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.68132019042969, 0, 0, 0, 0, 0, 0, 0, 515.1099243164062, 0, 0, 0, 0, 0, 309.0659484863281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
adagkbna-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adagkbna-1
[ "CFB", "CYP3A4", "CFHR1", "GLYATL1", "CYP2A7", "PRG4", "TFPI", "PPP1R1A", "BBOX1", "CD14", "HPX", "ADH1C", "TM4SF4", "GATM", "ADH4", "RIDA", "CD68", "CD5L", "MS4A6A", "KNG1", "MPEG1", "RAPGEF3", "HAMP", "ADAMTS1", "HMGCS2", "IGF1", "PROX1", "ANPEP", "CFHR3", "TAT" ]
[ 22, 15, 3, 6, 377, 514, 379, 730, 511, 1354, 1675, 1346, 169, 280, 814, 56, 1697, 715, 57, 1428, 317, 314, 1134, 978, 1127, 1393, 769, 46, 800, 852, 1357, 103, 380, 1653 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihfeeco-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihfeeco-1
[ "DNASE1L3", "FCN2", "CFB", "NTN4", "LYVE1", "RIDA", "HAMP", "APOLD1", "CFHR1", "MS4A6A", "AQP9", "PRG4", "CAVIN2", "TFPI", "GLYATL1", "MCF2L", "ANPEP", "CD4", "CRHBP", "MEF2C", "PROX1", "CD14", "IGF1", "TCIM", "CXCL2", "CFHR3", "HPX", "ADH1C", "ADH4", "SH2D3C", "TCF4", "FKBP11", "SMYD2", "CD93", "GATM", "EGFL7", "BASP1", "HMGCS2", "FGL2", "CYP3A4", "ECSCR", "ANGPT2", "DST", "INMT", "RBP5", "ELF5", "CD274", "ACTG2", "CD34", "CTLA4", "EDNRB", "PPP1R1A", "ADGRL4", "SERPINB9", "RND1", "MDM2", "IL2RA", "AIF1", "CYP1A1", "CYP2A7", "KNG1", "FAS", "TAT", "TM4SF4", "PTGDS" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 99.60159301757812, 338.6454162597656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 149.4023895263672, 0, 398.4063720703125, 0, 0, 0, 99.60159301757812, 0, 199.20318603515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1045.8167724609375, 747.011962890625, 547.8087768554688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 99.60159301757812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 498.0079650878906, 0, 0, 0, 0, 199.20318603515625, 99.60159301757812, 0, 464.8074035644531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 99.60159301757812, 0, 0, 0, 0, 0, 0, 0, 199.20318603515625, 0, 0, 0, 0, 0, 0, 697.2111206054688, 99.60159301757812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 199.20318603515625, 0, 0, 0, 0, 0, 0, 166.00265502929688, 0, 99.60159301757812, 398.4063720703125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 132.8021240234375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 99.60159301757812, 0, 0, 0, 199.20318603515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49.80079650878906, 0, 0, 0, 0, 0, 0, 99.60159301757812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 99.60159301757812, 0, 0, 199.20318603515625, 0, 0, 0, 0, 99.60159301757812, 597.6095581054688, 0, 0, 0, 0, 99.60159301757812, 0, 0, 0, 0, 0, 796.812744140625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 99.60159301757812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 132.8021240234375, 0, 0, 0, 0, 0, 0, 0, 298.8047790527344, 0, 0, 0, 0, 0, 49.80079650878906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
adalkicd-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adalkicd-1
[ "CFB", "RIDA", "CFHR1", "GLYATL1", "PROX1", "CFHR3", "CXCL2", "CYP3A4", "IGF1", "APOA5", "ADH4", "TFPI", "PPP1R1A", "HAMP", "MET", "CYP2A7", "GATM", "AQP9", "HMGCS2", "ANPEP", "TAT", "KNG1", "PCOLCE", "HPX", "COL5A2", "RAMP2", "CYP2B6", "PLIN4", "SERPINB9", "MDM2", "ADH1C", "GNG11", "AQP3", "PRG4", "FKBP11", "TM4SF4", "NAT8" ]
[ 22, 15, 3, 6, 377, 1428, 379, 730, 1357, 380, 495, 514, 852, 110, 57, 1675, 1346, 769, 1097, 511, 715, 124, 800, 103, 1653, 978, 1277, 814, 436, 1391, 512, 1328, 1508, 1089, 56, 733, 121, 1354, 674, 1697, 1172 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
adagcjoc-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adagcjoc-1
[ "CFB", "PPP1R1A", "RIDA", "ADH1C", "ADH4", "RBP5", "DST", "CYP2F1", "GATM", "GPR183", "FGL2", "CYP3A4", "MYC", "TCIM", "SERPINB9", "IGF1", "GLYATL1", "CFHR3", "TNC", "CXCL2", "AQP9", "KNG1", "CFHR1", "HPX", "TFPI", "TAT", "HMGCS2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
adapicmi-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
adapicmi-1
[ "CFB", "CFHR1", "RIDA", "GLYATL1", "CXCL2", "CFHR3", "IGF1", "KNG1", "PROX1", "ADH1C", "CYP2A7", "CYP2B6", "RBP5", "GATM", "HPX", "CD14", "PRG4", "DNASE1L3", "APOA5", "ADH4", "TAT", "HMGCS2", "MET", "CD5L", "MYLK", "TFPI", "HAMP", "C7", "FGL2", "IGSF6", "PVALB", "FCN2", "DST", "NTN4", "CD8A", "ACE2", "AQP9", "CYP2F1", "CD86", "APOLD1", "PPP1R1A", "MRC1", "CSF2RA", "CAVIN2", "AIF1", "IL2RA", "TCIM", "TRAC" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 308.2192077636719, 205.47946166992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 513.6986694335938, 0, 205.47946166992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 821.9178466796875, 205.47946166992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 308.2192077636719, 0, 0, 0, 0, 616.4384155273438, 410.95892333984375, 0, 68.49315643310547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 205.47946166992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 205.47946166992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 205.47946166992188, 0, 0, 0, 0, 0, 0, 616.4384155273438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 821.9178466796875, 0, 0, 0, 0, 0, 0, 0, 0, 308.2192077636719, 1027.3973388671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 273.9726257324219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 410.95892333984375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 205.47946166992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 205.47946166992188, 410.95892333984375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 205.47946166992188, 0, 0, 0, 0, 0, 0, 205.47946166992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 205.47946166992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 410.95892333984375, 0, 0, 0, 0, 0, 0, 0, 308.2192077636719, 0, 0, 0, 0, 0, 102.73973083496094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nihblleg-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihblleg-1
[ "IGF1", "HAMP", "CFB", "CYP2A7", "GLYATL1", "ANPEP", "MET", "TAT", "CYP2B6", "PCOLCE", "HPX", "CXCL2", "TFPI", "ADH1C", "KNG1", "CFHR1", "DST", "PROX1", "FCN2", "ADH4", "PCNA", "MS4A6A", "APOA5", "RIDA", "GATM", "PPARG", "TM4SF4", "CYP3A4" ]
[ 22, 15, 3, 6, 852, 769, 377, 511, 730, 103, 1097, 1653, 512, 1277, 814, 495, 1675, 56, 978, 379, 555, 1357, 649, 57, 1276, 1134, 110, 1428, 715, 1343, 1697, 514 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihanfbi-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihanfbi-1
[ "CFB", "HAMP", "CFHR1", "RIDA", "TFPI", "GLYATL1", "DST", "GATM", "KNG1", "CXCL2", "PRG4", "MYLK", "AQP9", "ADH4", "HMGCS2", "CD14", "RBP5", "ADH1C", "FAS", "FCN2", "PROX1", "CFHR3", "TAT", "MEF2C", "EGFL7", "LILRB2", "EGFR", "MDM2", "MET", "CCDC78", "PCNA", "AR", "PPARG", "ADGRL4", "TMEM100", "ANPEP", "KCNMA1", "CRHBP", "HPX", "IGF1", "TM4SF4", "MLPH", "CYP3A4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 47.15498352050781, 113.17196655273438, 0, 0, 0, 0, 94.30996704101562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 282.9299011230469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 94.30996704101562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 282.9299011230469, 0, 0, 0, 94.30996704101562, 0, 0, 0, 0, 94.30996704101562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 990.254638671875, 707.3247680664062, 330.0848693847656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 801.6347045898438, 0, 0, 0, 0, 660.1697387695312, 188.61993408203125, 0, 94.30996704101562, 0, 0, 0, 0, 0, 0, 0, 188.61993408203125, 0, 0, 282.9299011230469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 47.15498352050781, 0, 0, 0, 0, 0, 0, 0, 94.30996704101562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125.74662780761719, 0, 0, 0, 0, 0, 0, 282.9299011230469, 0, 94.30996704101562, 0, 0, 0, 94.30996704101562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125.74662780761719, 0, 471.5498352050781, 188.61993408203125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125.74662780761719, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 188.61993408203125, 0, 0, 0, 0, 0, 282.9299011230469, 0, 0, 0, 94.30996704101562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 94.30996704101562, 94.30996704101562, 0, 0, 0, 282.9299011230469, 0, 0, 0, 0, 94.30996704101562, 0, 0, 94.30996704101562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 188.61993408203125, 0, 0, 0, 0, 0, 565.8598022460938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 377.2398681640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 220.05657958984375, 0, 0, 0, 188.61993408203125, 0, 0, 0, 188.61993408203125, 0, 0, 0, 0, 0, 47.15498352050781, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nijlbbkb-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nijlbbkb-1
[ "CFB", "CXCL2", "CFHR1", "CYP2A7", "PROX1", "HPX", "RIDA", "CFHR3", "GLYATL1", "AQP9", "CAVIN2", "MDM2", "MYLK", "DST", "TAT", "LYVE1", "TFPI", "DNASE1L3", "CYP2B6", "TCIM", "IGF1", "PPP1R1A", "KNG1", "GATM", "HMGCS2", "ADH4", "CD14", "PCNA", "MS4A6A", "CYP3A4", "GNLY", "MET", "CCL27", "FCN2", "GPRC5A", "MTRNR2L11", "AIF1", "NTN4", "BCL2L11", "ESR1", "TM4SF4", "ADH1C" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 130.9662322998047, 192.0838165283203, 0, 0, 0, 0, 0, 0, 0, 0, 0, 218.2770538330078, 0, 261.9324645996094, 0, 174.62164306640625, 0, 0, 0, 349.2432861328125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 261.9324645996094, 87.31082153320312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 174.62164306640625, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 0, 1178.696044921875, 567.5203247070312, 87.31082153320312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 174.62164306640625, 0, 0, 0, 0, 0, 0, 0, 305.5878601074219, 0, 0, 43.65541076660156, 0, 87.31082153320312, 0, 0, 116.4144287109375, 0, 0, 0, 0, 0, 0, 0, 349.2432861328125, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 0, 0, 87.31082153320312, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 0, 0, 0, 0, 203.72523498535156, 0, 0, 0, 0, 0, 0, 349.2432861328125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 785.79736328125, 0, 0, 0, 0, 0, 0, 261.9324645996094, 0, 261.9324645996094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 320.1396789550781, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 261.9324645996094, 0, 0, 261.9324645996094, 0, 0, 174.62164306640625, 0, 87.31082153320312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 174.62164306640625, 0, 0, 0, 0, 261.9324645996094, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 0, 0, 0, 0, 0, 174.62164306640625, 0, 0, 0, 0, 0, 261.9324645996094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 0, 0, 0, 43.65541076660156, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 43.65541076660156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.31082153320312, 0, 0 ] ]
train
nihffkep-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihffkep-1
[ "CFB", "HAMP", "CFHR1", "GLYATL1", "DNASE1L3", "AQP9", "KNG1", "CXCL2", "APOA5", "LYVE1", "MYLK", "PROX1", "CD14", "MARCO", "HMGCS2", "HPX", "ANPEP", "GATM", "ADH4", "APOLD1", "MDM2", "MS4A6A", "PPP1R1A", "CRHBP", "CD4", "ADH1C", "CYP3A4", "MRC1", "VSIG4", "TAT", "PECAM1", "FCGR1A", "RIDA", "NTN4", "CD163", "FKBP11", "ECSCR", "MEF2C", "CYP2A7", "ADGRL4", "TM4SF18", "CCL5", "CD93", "FCN2", "CFHR3", "SMYD2", "TCIM", "CXCR4", "TM4SF4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 57.97661590576172, 0, 0, 0, 57.97661590576172, 173.92984008789062, 197.12049865722656, 0, 0, 0, 0, 173.92984008789062, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 115.95323181152344, 0, 0, 0, 0, 0, 0, 0, 57.97661590576172, 0, 173.92984008789062, 0, 0, 0, 57.97661590576172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 57.97661590576172, 0, 0, 0, 0, 0, 115.95323181152344, 0, 0, 115.95323181152344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 57.97661590576172, 0, 57.97661590576172, 0, 0, 0, 0, 0, 115.95323181152344, 0, 0, 57.97661590576172, 0, 57.97661590576172, 0, 0, 840.660888671875, 318.8713684082031, 57.97661590576172, 0, 0, 0, 0, 289.8830871582031, 0, 57.97661590576172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 144.94154357910156, 0, 0, 28.98830795288086, 0, 0, 173.92984008789062, 57.97661590576172, 193.25537109375, 0, 57.97661590576172, 0, 0, 0, 0, 0, 115.95323181152344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 28.98830795288086, 0, 0, 0, 0, 115.95323181152344, 173.92984008789062, 0, 0, 0, 0, 231.90646362304688, 0, 57.97661590576172, 0, 0, 0, 0, 0, 0, 0, 289.8830871582031, 0, 0, 0, 0, 0, 0, 463.81292724609375, 57.97661590576172, 0, 0, 0, 0, 0, 14.49415397644043, 0, 0, 0, 0, 0, 405.8363037109375, 0, 0, 0, 0, 0, 0, 115.95323181152344, 0, 173.92984008789062, 347.85968017578125, 57.97661590576172, 57.97661590576172, 0, 0, 0, 0, 0, 0, 0, 0, 57.97661590576172, 0, 0, 0, 0, 0, 212.5809326171875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.90646362304688, 0, 0, 0, 0, 0, 115.95323181152344, 0, 0, 0, 0, 0, 57.97661590576172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 115.95323181152344, 57.97661590576172, 57.97661590576172, 0, 0, 0, 115.95323181152344, 57.97661590576172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 115.95323181152344, 0, 0, 0, 57.97661590576172, 0, 0, 57.97661590576172, 0, 57.97661590576172, 0, 0, 115.95323181152344, 0, 115.95323181152344, 347.85968017578125, 0, 0, 202.91815185546875, 0, 57.97661590576172, 0, 0, 0, 0, 0, 57.97661590576172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 405.8363037109375, 0, 0, 0, 0, 0, 115.95323181152344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 135.2787628173828, 0, 0, 0, 57.97661590576172, 0, 0, 0, 57.97661590576172, 0, 0, 0, 0, 0, 28.98830795288086, 0, 0, 0, 0, 57.97661590576172, 0, 0, 0, 0, 0, 0, 57.97661590576172, 0, 0, 0, 0, 173.92984008789062, 0, 0 ] ]
train
nihbmikm-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihbmikm-1
[ "CFB", "GLYATL1", "SERPINB9", "HAMP", "IGF1", "PROX1", "CFHR1", "GATM", "CLEC10A", "LILRB2", "FGL2", "KNG1", "PTPRC", "ADH4", "CYP3A4", "HPX", "FCGR3A", "BCL2L11", "AIF1", "ADH1C", "VSIG4", "CYP2B6", "CXCL2", "TAT", "CD83", "CCNB2", "DNASE1L3", "CD14", "MNDA", "SLAMF7", "PRDM1", "PRG4", "MS4A6A", "LYVE1", "FCGR1A", "PECAM1", "HMGCS2", "AQP9", "ADGRL4", "CYTIP", "MPEG1", "MRC1", "KCNMA1", "FKBP11", "RAMP2", "CD3D", "BASP1", "MTRNR2L11", "TNC", "IGSF6", "CLEC4E", "IL1R2", "CD93", "CDK1", "RIDA", "CD4", "TSPAN19", "CFHR3", "TFPI", "PPP1R1A", "C1orf162", "CYP2F1", "ACTG2", "TCIM", "MDM2", "CAVIN2", "PMP22", "PLCG2", "GNG11", "TM4SF4", "CXCR4", "ESR1", "GPX2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihbimno-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihbimno-1
[ "HAMP", "CFHR1", "MYLK", "IGF1", "CYP2B6", "GATM", "AQP9", "GLYATL1", "RIDA", "PROX1", "CYP3A4", "CFB", "AQP3", "MRC1", "CYP2A7", "SELL", "APOA5", "PLIN4", "TFPI", "MPEG1", "TMEM100", "TBX3", "CXCL2", "VSIG4", "TNFRSF17", "CYTIP", "PRG4", "DST", "TAT", "ADH4", "HPX", "KNG1", "HMGCS2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nijlipjl-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nijlipjl-1
[ "S100A12", "VCAN", "CFB", "FGL2", "FCN1", "CLEC4E", "MARCO", "MDM2", "MPEG1", "MS4A6A", "HAMP", "CD5L", "C1orf162", "GATM", "CD68", "BASP1", "CYP2A7", "AIF1", "SELL", "RIDA", "CCL5", "AQP9", "MNDA", "CSF2RA", "CD93", "ADGRE1", "SERPINB2", "MYC", "MET", "CD14", "CD163", "SERPINB9", "CD8A", "GLYATL1", "LILRB2", "PLA2G7", "EGFL7", "PECAM1", "CYTIP", "ADH1C", "CYP2B6", "ASPN", "FCGR3A", "DST", "IGSF6", "ADH4", "PTPRC", "HMGCS2", "GLIPR1", "FKBP11", "S100A1", "SMIM24", "CD28", "ELF5", "RND1", "CXCL10", "FCN2", "PRG4", "CFHR3", "COL5A2", "CFHR1", "CXCR4", "MYLK", "CXCL2", "SLC26A2", "CD4", "CRISPLD2", "IGF1", "KNG1", "ANPEP", "APOBEC3A", "APOLD1", "IL1R2", "THAP2", "BBOX1", "BCL2L11", "C15orf48", "GZMK", "PLCG2", "CAVIN2", "CD19", "MMRN2", "SPI1", "TAT", "ACTA2", "TFPI", "HPX", "TCIM" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 260.7184143066406, 382.38702392578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 86.90614318847656, 0, 0, 0, 0, 0, 0, 0, 782.1552734375, 86.90614318847656, 0, 0, 0, 0, 86.90614318847656, 0, 0, 0, 86.90614318847656, 0, 0, 0, 0, 0, 86.90614318847656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 260.7184143066406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 782.1552734375, 564.8899536132812, 347.62457275390625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 564.8899536132812, 86.90614318847656, 0, 0, 0, 86.90614318847656, 260.7184143066406, 0, 347.62457275390625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 86.90614318847656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 173.81228637695312, 0, 0, 0, 0, 0, 0, 0, 492.4681396484375, 0, 0, 0, 0, 0, 0, 434.53070068359375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 86.90614318847656, 0, 0, 0, 0, 0, 0, 202.78099060058594, 0, 260.7184143066406, 347.62457275390625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 231.74972534179688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 86.90614318847656, 0, 0, 86.90614318847656, 347.62457275390625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 86.90614318847656, 0, 173.81228637695312, 0, 0, 0, 0, 86.90614318847656, 0, 0, 173.81228637695312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 173.81228637695312, 0, 0, 0, 0, 86.90614318847656, 695.2491455078125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 173.81228637695312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 86.90614318847656, 0, 0, 0, 86.90614318847656, 0, 0, 0, 86.90614318847656, 0, 0, 0, 0, 0, 86.90614318847656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nigolgke-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nigolgke-1
[ "AQP9", "CFB", "PROX1", "CFHR1", "CXCL2", "GATM", "GLYATL1", "ADH4", "MET", "CYP3A4", "CFHR3", "IGF1", "CD14", "HPX", "ADH1C", "CYP2B6", "KNG1", "HMGCS2", "PPP1R1A", "RIDA", "PCNA", "MYLK", "FKBP11", "NTN4", "MEST", "TCIM", "BAMBI", "BCL2L11", "C20orf85", "MDM2", "MYC", "TAT", "DST", "TFPI", "TM4SF4", "ANPEP", "CYP2A7", "PRG4", "HAMP", "CXCL6", "AR" ]
[ 22, 15, 3, 6, 124, 377, 1357, 379, 495, 715, 730, 57, 1097, 514, 380, 852, 280, 814, 56, 512, 978, 800, 1346, 1428, 1276, 1163, 674, 1229, 1096, 1664, 164, 174, 208, 1089, 1155, 1653, 555, 1675, 1697, 103, 511, 1354, 769, 498, 125 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihalpgl-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihalpgl-1
[ "FCN2", "DNASE1L3", "CRHBP", "CAVIN2", "LYVE1", "MS4A6A", "ADGRL4", "APOLD1", "CFB", "PRDM1", "TCIM", "CD14", "FGL2", "MMRN1", "NTN4", "HPX", "ANPEP", "PECAM1", "HAMP", "RAMP2", "TFF2", "MDM2", "TFPI", "CXCL2", "NPDC1", "CYP3A4", "ADH4", "SELL", "FCGR1A", "FBN1", "MRC1", "FAS", "CD4", "HAVCR2", "SELE", "RIDA", "CFAP53", "CFHR1", "CFHR3", "RAPGEF3", "DST", "PROX1", "PCNA", "INMT", "COL5A2", "PPP1R1A", "PMP22", "CTLA4", "CD5L", "CAVIN1", "MMRN2", "GATM", "IL1R2", "ADH1C", "APOBEC3A", "TCF4", "GLYATL1", "SPIB", "MCF2L", "CYP2A7", "HMGCS2", "PPP1R1B", "ESR1", "KNG1", "TAT" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 105.70824432373047, 0, 0, 211.41648864746094, 169.13319396972656, 0, 0, 0, 0, 105.70824432373047, 0, 0, 0, 0, 105.70824432373047, 0, 0, 0, 0, 0, 0, 0, 528.541259765625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.70824432373047, 105.70824432373047, 0, 0, 0, 0, 0, 0, 0, 0, 105.70824432373047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1427.061279296875, 687.1035766601562, 475.6871032714844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 264.2706298828125, 0, 0, 0, 0, 422.8329772949219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.70824432373047, 0, 0, 105.70824432373047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.854122161865234, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.70824432373047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 211.41648864746094, 0, 0, 0, 0, 0, 0, 422.8329772949219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 317.124755859375, 105.70824432373047, 0, 0, 0, 0, 0, 246.65257263183594, 0, 528.541259765625, 105.70824432373047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.70824432373047, 0, 0, 0, 0, 0, 211.41648864746094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 211.41648864746094, 0, 0, 211.41648864746094, 0, 0, 0, 0, 0, 0, 0, 0, 105.70824432373047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.70824432373047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 528.541259765625, 317.124755859375, 0, 0, 0, 0, 0, 0, 105.70824432373047, 0, 0, 0, 211.41648864746094, 0, 105.70824432373047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 176.18040466308594, 0, 0, 0, 105.70824432373047, 0, 0, 0, 317.124755859375, 0, 0, 0, 0, 0, 52.854122161865234, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nijmookf-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nijmookf-1
[ "CFB", "CFHR1", "HPX", "AQP9", "PRG4", "CFHR3", "CYP2A7", "GLYATL1", "PROX1", "TFPI", "HAMP", "CXCL2", "HMGCS2", "RIDA", "MEST", "MDM2", "GATM", "ADH1C", "KNG1", "TAT", "ADH4", "MPEG1", "CD163", "CD14", "TCIM", "CD28", "RTKN2", "MYLK", "DST", "FGL2", "RBP5", "DNASE1L3", "HAVCR2", "ANPEP", "KCNMA1", "IGF1", "AIF1", "ADAMTS1", "ERBB2", "TM4SF4" ]
[ 22, 15, 3, 6, 377, 379, 814, 124, 1354, 380, 511, 730, 1357, 1675, 769, 495, 800, 1428, 1096, 1089, 715, 56, 978, 1653, 57, 1127, 281, 280, 1664, 295, 1450, 1163, 555, 667, 1406, 544, 771, 103, 955, 852, 69, 46, 606, 1697 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 64.26734924316406, 128.53469848632812, 0, 0, 0, 0, 128.53469848632812, 231.36245727539062, 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 128.53469848632812, 0, 0, 0, 128.53469848632812, 0, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 257.06939697265625, 0, 0, 0, 0, 0, 0, 0, 0, 257.06939697265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1992.287841796875, 449.8714599609375, 321.3367614746094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 257.06939697265625, 0, 0, 0, 128.53469848632812, 128.53469848632812, 0, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 385.6040954589844, 0, 0, 0, 0, 0, 0, 257.06939697265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 642.6735229492188, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 192.8020477294922, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 257.06939697265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 0, 128.53469848632812, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 0, 0, 0, 385.6040954589844, 899.742919921875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 257.06939697265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.53469848632812, 0, 0, 0, 0, 0, 0, 0, 64.26734924316406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nijoadnd-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nijoadnd-1
[ "CFB", "PROX1", "HAMP", "CFHR1", "PRG4", "GATM", "CFHR3", "GLYATL1", "CAVIN2", "CD14", "CXCL2", "KNG1", "RIDA", "ADH4", "HPX", "BASP1", "MEST", "MDM2", "FAS", "IGF1", "ACTG2", "AQP9", "MET", "AQP3", "ADH1C", "CD5L", "APOA5", "CYP2A7", "ANPEP", "PCOLCE", "CYP1A1", "TAT", "PPP1R1A", "HMGCS2", "FKBP11", "CYP2F1", "MYLK", "ACTA2", "TFPI" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihcloli-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihcloli-1
[ "CLEC4E", "DNASE1L3", "CFB", "AQP9", "MNDA", "MYLK", "CD93", "CYTIP", "CAVIN2", "FCN2", "LYVE1", "FCGR3A", "HAMP", "MS4A6A", "FGL2", "CRHBP", "RAMP2", "PROX1", "IL1R2", "PRDM1", "GLYATL1", "CYP2B6", "CD14", "ADGRL4", "PTPRC", "CFHR1", "CXCL2", "ADH4", "HMGCS2", "SPI1", "GLIPR1", "MS4A4A", "MMRN2", "MRC1", "MPEG1", "MET", "CD3E", "PVALB", "CD68", "SELL", "GNG11", "S100A12", "NTN4", "PCOLCE", "DUSP2", "CSF2RA", "PECAM1", "CXCR4", "CYP1A1", "PPARG", "CYP3A4", "CD4", "SELE", "PLCG2", "MEF2C", "BASP1", "BAMBI", "C1orf162", "AQP3", "APOLD1", "APOBEC3A", "TCIM", "TENT5C", "AIF1", "AHSP", "KNG1", "STEAP4", "CA4", "TAT", "HPX", "TFPI", "ACTA2", "ANPEP", "GATM" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.20232391357422, 192.92604064941406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 148.40464782714844, 0, 222.6069793701172, 0, 0, 0, 0, 0, 148.40464782714844, 0, 0, 0, 0, 0, 0, 0, 74.20232391357422, 74.20232391357422, 74.20232391357422, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.20232391357422, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1075.9337158203125, 593.6185913085938, 556.5174560546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 296.8092956542969, 0, 0, 0, 0, 445.2139587402344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 222.6069793701172, 0, 0, 0, 0, 0, 0, 667.8209228515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1855.0582275390625, 0, 0, 0, 0, 0, 0, 197.8728790283203, 0, 519.4163208007812, 519.4163208007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.20232391357422, 0, 0, 0, 0, 0, 148.40464782714844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 148.40464782714844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 222.6069793701172, 0, 0, 0, 0, 148.40464782714844, 222.6069793701172, 0, 0, 0, 0, 0, 0, 74.20232391357422, 0, 0, 0, 445.2139587402344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 222.6069793701172, 0, 0, 0, 74.20232391357422, 0, 0, 0, 148.40464782714844, 0, 0, 0, 0, 0, 37.10116195678711, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nikadogm-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikadogm-1
[ "HAMP", "CFB", "GLYATL1", "CFHR1", "CFHR3", "IGF1", "HPX", "RIDA", "CYP2A7", "CXCL2", "TAT", "PROX1", "APOA5", "PPP1R1A", "GATM", "HMGCS2", "ADH4", "MDM2", "KNG1", "TFPI", "AQP9", "PRG4", "ANPEP", "RBP5", "ADH1C", "CD14", "TCIM", "KCNMA1", "BCL2L11", "BASP1", "BBOX1", "TM4SF4" ]
[ 22, 15, 3, 6, 769, 377, 730, 379, 380, 852, 814, 1428, 511, 495, 1653, 1357, 110, 1346, 715, 800, 57, 1089, 978, 1675, 124, 1354, 103, 1406, 56, 280, 1664, 955, 174, 166, 169, 1697 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nijpcind-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nijpcind-1
[ "CFB", "CFHR1", "CFHR3", "RBP5", "HAMP", "CYP2A7", "GATM", "HPX", "KNG1", "TCIM", "TM4SF4", "MYLK", "DNASE1L3", "ADH1C", "CD14", "CD163", "CXCL2", "ADH4", "ANPEP", "CD68", "SPI1", "LYVE1", "MARCO", "MYC", "MS4A6A", "EDNRB", "TAT", "FCGR3A", "GLYATL1", "FCN2", "TFPI", "IGF1", "HMGCS2", "GNG11", "APOA5", "PCNA", "PPP1R1A", "ERBB2", "ESR1" ]
[ 22, 15, 3, 6, 377, 379, 380, 1406, 769, 511, 715, 814, 978, 1664, 1697, 1163, 544, 56, 280, 281, 495, 57, 103, 317, 1599, 1067, 1080, 1155, 1134, 568, 1653, 646, 730, 649, 1675, 852, 800, 733, 110, 1276, 1346, 606, 614 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 75.66204071044922, 0, 0, 416.1412048339844, 302.6481628417969, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37.83102035522461, 0, 378.3102111816406, 0, 0, 0, 0, 0, 151.32408142089844, 75.66204071044922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 75.66204071044922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.32408142089844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 794.451416015625, 416.1412048339844, 529.63427734375, 0, 0, 0, 0, 0, 0, 0, 0, 25.220680236816406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 416.1412048339844, 0, 0, 0, 0, 378.3102111816406, 302.6481628417969, 0, 151.32408142089844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 75.66204071044922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37.83102035522461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 75.66204071044922, 0, 0, 0, 0, 0, 0, 0, 0, 302.6481628417969, 0, 0, 0, 0, 0, 0, 680.9583740234375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 605.2963256835938, 0, 0, 0, 0, 0, 0, 176.5447540283203, 0, 416.1412048339844, 378.3102111816406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.32408142089844, 0, 0, 0, 0, 0, 252.206787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 226.98611450195312, 0, 0, 0, 151.32408142089844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 75.66204071044922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 75.66204071044922, 0, 0, 0, 0, 75.66204071044922, 226.98611450195312, 0, 226.98611450195312, 0, 0, 0, 0, 75.66204071044922, 0, 0, 0, 302.6481628417969, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 75.66204071044922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 126.1033935546875, 0, 0, 0, 151.32408142089844, 0, 0, 0, 264.817138671875, 0, 0, 0, 0, 0, 113.49305725097656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nijoafab-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nijoafab-1
[ "CFB", "GLYATL1", "HAMP", "CFHR3", "CXCL2", "CFHR1", "HPX", "ADH1C", "APOA5", "IGF1", "CYP2A7", "RIDA", "ADH4", "GATM", "CYP2B6", "TFPI", "KNG1", "MDM2", "PROX1", "PTN", "HMGCS2", "TCIM", "MET", "KCNMA1", "CD14", "CYP3A4", "AQP9", "TAT", "TM4SF4", "RBP5", "BTNL9", "FHL2", "MYC", "PRG4", "SMIM24", "AR", "PPP1R1A", "ADAMTS1", "DST", "ANPEP", "ERBB2", "CLIC6" ]
[ 22, 15, 3, 6, 377, 730, 769, 380, 495, 379, 814, 56, 110, 852, 511, 1428, 57, 715, 512, 1675, 978, 1089, 1357, 1375, 800, 1664, 1097, 955, 280, 514, 124, 1653, 1697, 1406, 192, 672, 1155, 1354, 1564, 125, 1346, 46, 555, 103, 606, 410 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 266.0360412597656, 230.5645751953125, 0, 0, 0, 0, 177.3573760986328, 0, 0, 0, 0, 88.6786880493164, 0, 443.3934326171875, 88.6786880493164, 0, 0, 0, 0, 88.6786880493164, 88.6786880493164, 0, 0, 0, 0, 0, 0, 88.6786880493164, 0, 0, 88.6786880493164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.6786880493164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 665.0901489257812, 931.1261596679688, 443.3934326171875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 177.3573760986328, 0, 0, 0, 0, 0, 0, 0, 399.0540771484375, 0, 0, 0, 0, 266.0360412597656, 88.6786880493164, 0, 443.3934326171875, 0, 0, 0, 0, 0, 0, 0, 266.0360412597656, 0, 0, 88.6786880493164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 44.3393440246582, 0, 0, 88.6786880493164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 384.2743225097656, 0, 0, 0, 0, 0, 0, 532.0720825195312, 88.6786880493164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 354.7147521972656, 0, 0, 0, 0, 0, 0, 88.6786880493164, 0, 266.0360412597656, 354.7147521972656, 88.6786880493164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.6786880493164, 0, 0, 0, 0, 0, 147.7978057861328, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.6786880493164, 177.3573760986328, 0, 0, 0, 88.6786880493164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.6786880493164, 0, 88.6786880493164, 0, 0, 177.3573760986328, 0, 0, 0, 0, 88.6786880493164, 88.6786880493164, 0, 0, 0, 0, 0, 0, 177.3573760986328, 0, 0, 88.6786880493164, 88.6786880493164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.6786880493164, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 44.3393440246582, 0, 0, 236.47650146484375, 0, 0, 0, 221.69671630859375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 133.0180206298828, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nihajdho-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihajdho-1
[ "CFHR1", "CFB", "GLYATL1", "APOA5", "CFHR3", "CYP3A4", "CXCL2", "GATM", "IGF1", "HAMP", "DNASE1L3", "ADH1C", "HPX", "CYP2A7", "TAT", "ADH4", "TCIM", "AIF1", "MDM2", "RBP5", "PPP1R1A", "CRHBP", "KNG1", "TM4SF4", "PROX1", "PLCG2", "RGS16", "RIDA", "FBN1", "CD14", "SMYD2", "MCF2L", "PRG4", "CYP2B6", "BMX", "PLIN4", "DST", "MET", "GNG11", "BASP1", "ANPEP", "APOBEC3A", "AQP9", "HMGCS2", "KCNMA1", "AR", "IGSF6", "ESR1", "STC2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 257.4370422363281, 102.97482299804688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 214.5308837890625, 0, 0, 0, 0, 0, 0, 0, 429.061767578125, 85.8123550415039, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 171.6247100830078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1029.7481689453125, 429.061767578125, 343.2494201660156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 171.6247100830078, 0, 0, 0, 0, 600.6864624023438, 343.2494201660156, 257.4370422363281, 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 0, 0, 0, 371.8535461425781, 0, 0, 0, 0, 0, 0, 343.2494201660156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 600.6864624023438, 0, 0, 0, 0, 0, 0, 114.41647338867188, 0, 429.061767578125, 257.4370422363281, 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 85.8123550415039, 0, 0, 0, 0, 0, 314.6452941894531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 171.6247100830078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 343.2494201660156, 343.2494201660156, 0, 0, 0, 0, 0, 0, 343.2494201660156, 0, 0, 0, 257.4370422363281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.8123550415039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 171.6247100830078, 0, 0, 0, 42.90617752075195, 0, 0, 0, 343.2494201660156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nikahfnp-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikahfnp-1
[ "CFB", "CYP2A7", "HAMP", "HPX", "CFHR1", "AQP9", "GATM", "RBP5", "GLYATL1", "TFPI", "CFHR3", "PROX1", "PRG4", "CYP2B6", "KNG1", "ADH1C", "RIDA", "IGF1", "CYP2F1", "ANPEP", "CD14", "NTN4", "TAT", "CXCL2", "HMGCS2", "ADH4", "BASP1", "PLCG2", "MMRN2", "PPP1R1A", "SNTN", "MYLK", "MDM2", "CD4", "FKBP11", "KCNMA1", "AR", "ADGRL4", "DNASE1L3", "IRF8", "TCIM" ]
[ 22, 15, 3, 6, 377, 511, 769, 814, 379, 124, 715, 1406, 730, 1675, 380, 1357, 1354, 512, 978, 56, 1428, 852, 513, 103, 280, 1229, 1653, 495, 800, 57, 166, 1321, 1121, 1346, 1573, 1163, 1089, 304, 674, 955, 125, 54, 544, 920, 1664 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nikbmcdh-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikbmcdh-1
[ "CFB", "CFHR1", "RIDA", "CD14", "GATM", "HAMP", "PRG4", "CXCL2", "AQP9", "TAT", "TFPI", "CYP2A7", "SMIM24", "PROX1", "CFHR3", "APOA5", "ADH1C", "KNG1", "HMGCS2", "ADH4", "IGF1", "MDM2", "CYP2B6", "HPX", "ERG", "SLC18A2", "RTKN2", "FKBP11", "MET", "EGFR", "RBP5", "MYLK", "PECAM1", "IRF8", "AR", "PPARG", "PPP1R1A", "GLYATL1", "ANPEP", "NAT8", "TCIM" ]
[ 22, 15, 3, 6, 377, 379, 1428, 280, 715, 769, 1354, 495, 124, 1653, 1675, 511, 1564, 1357, 380, 110, 56, 978, 800, 57, 852, 1089, 512, 814, 610, 1536, 1450, 674, 1097, 576, 1406, 1163, 1295, 920, 125, 1343, 1346, 730, 103, 1172, 1664 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihfdckp-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihfdckp-1
[ "CFB", "RIDA", "CFHR1", "HAMP", "GLYATL1", "HPX", "ADH4", "KNG1", "GATM", "CYP2A7", "CD14", "HMGCS2", "PPARG", "IGF1", "TAT", "CXCL2", "ANPEP", "TFPI", "CFHR3", "BAMBI", "CD4", "ECSCR", "CD68", "C1orf162", "RND1", "LILRA4", "BCL2L11", "PRG4", "MYLK", "TM4SF4", "PPP1R1A", "ANGPT2", "TMEM100", "MTRNR2L11", "PCOLCE", "ADH1C", "TCIM", "CYP3A4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nikbaajm-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikbaajm-1
[ "CFB", "GLYATL1", "PRG4", "CFHR3", "KNG1", "HPX", "CXCL2", "CFHR1", "RIDA", "TFPI", "RBP5", "HAMP", "HMGCS2", "AQP9", "PROX1", "IGF1", "ADH1C", "GATM", "CD14", "CYP2A7", "ADH4", "TAT", "TCIM", "CYP2B6", "MDM2", "BBOX1", "DNASE1L3", "MET", "CLEC14A", "ACTG2", "PCOLCE", "FAS", "ERBB2" ]
[ 22, 15, 3, 6, 377, 730, 1354, 380, 978, 814, 495, 379, 1428, 1675, 1406, 769, 800, 124, 1357, 852, 56, 715, 280, 511, 57, 1653, 1664, 512, 1089, 169, 544, 1097, 406, 39, 1277, 632, 606 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihcnnbm-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihcnnbm-1
[ "GLYATL1", "AQP9", "MET", "CFHR1", "RIDA", "CXCL2", "CD5L", "DST", "HAMP", "CFB", "FCGR3A", "CYP2A7", "KNG1", "CYP3A4", "GATM", "PPP1R1A", "ADH1C", "MARCO", "IGF1", "PROX1", "ERG", "FCN2", "MDM2", "TAT", "HPX", "AIF1", "NTN4", "C1orf162", "IGSF6", "SH2D3C", "HMGCS2", "THAP2", "CYP4B1", "MS4A6A", "CYP2F1", "APOA5", "RBP5", "ADH4", "KCNMA1", "MYC", "TFPI", "MEST", "TCIM", "PTPRC", "CFHR3" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 181.104736328125, 144.8837890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 226.38092041015625, 0, 90.5523681640625, 0, 0, 0, 0, 0, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 0, 181.104736328125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1177.1807861328125, 724.4189453125, 452.7618408203125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 271.6571044921875, 0, 0, 0, 90.5523681640625, 452.7618408203125, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 45.27618408203125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 301.8412170410156, 0, 0, 0, 0, 0, 0, 362.20947265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 362.20947265625, 0, 0, 0, 0, 0, 0, 211.28884887695312, 90.5523681640625, 452.7618408203125, 543.314208984375, 0, 0, 0, 0, 0, 0, 0, 0, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 332.0253601074219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 271.6571044921875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 0, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 0, 181.104736328125, 0, 0, 0, 0, 633.8665771484375, 271.6571044921875, 0, 0, 0, 0, 0, 0, 90.5523681640625, 0, 0, 0, 633.8665771484375, 0, 0, 0, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.5523681640625, 0, 0, 0, 0, 0, 0, 0, 181.104736328125, 0, 0, 0, 0, 0, 135.82855224609375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nikckpoi-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikckpoi-1
[ "CFB", "CFHR1", "RIDA", "PRG4", "IGF1", "HPX", "CYP2A7", "CFHR3", "HAMP", "GLYATL1", "KNG1", "GATM", "CXCL2", "MET", "PROX1", "ANPEP", "HMGCS2", "PPP1R1A", "BBOX1", "ADH1C", "TFPI", "ADH4", "TM4SF4", "TAT", "CYP2B6", "AQP9", "PCNA", "CD14", "APOA5", "HPGDS", "S100A12", "DNASE1L3", "IRF8", "MYLK", "PECAM1", "CYP1A1", "RBP5", "ERBB2" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nigolini-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nigolini-1
[ "CFB", "CFHR3", "GATM", "MYLK", "CFHR1", "MET", "FGL2", "HPX", "IGF1", "GLYATL1", "DST", "CXCL2", "DNASE1L3", "TCIM", "APOLD1", "KCNMA1", "MS4A6A", "AIF1", "INMT", "KNG1", "HMGCS2", "ADH4", "FKBP11", "FCN2", "TMEM100", "RIDA", "PRDM1", "PPP1R1A", "TAT", "CYP3A4", "CAVIN2", "CCL5", "MEST", "CRHBP", "CYP2B6", "CD163", "SMYD2", "CD247", "PRG4", "FBLN1", "MMRN2", "SH2D3C", "PTN", "EDNRB", "MPEG1", "CD4", "MRC1", "SERPINB9", "PCNA", "PROX1", "MS4A4A", "IRF8", "CD14", "AQP9", "HAMP", "ANPEP", "SRPX", "C7", "ASPN", "TENT5C", "LYVE1", "TNC", "ALDH1A3", "TM4SF18", "ADH1C", "ADAMTS1", "ERBB2", "TFPI", "TM4SF4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 97.33938598632812, 233.61453247070312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 146.0090789794922, 0, 292.0181579589844, 0, 0, 0, 97.33938598632812, 0, 292.0181579589844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 292.0181579589844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1362.75146484375, 778.715087890625, 438.0272521972656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 535.3666381835938, 0, 0, 0, 0, 584.0363159179688, 194.67877197265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 194.67877197265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 292.0181579589844, 0, 0, 0, 0, 0, 0, 194.67877197265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 292.0181579589844, 0, 0, 0, 0, 0, 0, 324.464599609375, 0, 486.6969299316406, 389.3575439453125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 97.33938598632812, 0, 0, 0, 0, 0, 486.6969299316406, 194.67877197265625, 0, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 292.0181579589844, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 194.67877197265625, 0, 0, 0, 0, 0, 0, 0, 243.3484649658203, 0, 0, 0, 0, 0, 97.33938598632812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nikdhedi-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikdhedi-1
[ "CFB", "CFHR1", "CYP2A7", "CXCL2", "PRG4", "HPX", "CFHR3", "IGF1", "HMGCS2", "HAMP", "CD14", "AQP9", "RIDA", "GATM", "APOA5", "TFPI", "ADH4", "GLYATL1", "CYP2B6", "PROX1", "TAT", "EGFR", "ANPEP", "LYVE1", "SCGN", "PLCG2", "C1orf162", "MYLK", "RBP5", "MET", "MMRN2", "KNG1", "ADH1C", "TM4SF4", "AQP3", "PPARG" ]
[ 22, 15, 3, 6, 377, 379, 511, 495, 1354, 814, 380, 852, 800, 769, 280, 124, 1428, 715, 110, 1675, 57, 730, 512, 1357, 1653, 576, 103, 1067, 1480, 1321, 205, 1163, 1406, 1097, 1121, 978, 56, 1697, 121, 1343 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nikddkch-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nikddkch-1
[ "CFB", "DNASE1L3", "LYVE1", "CLEC14A", "FGL2", "CFHR1", "PECAM1", "GLYATL1", "CYP2B6", "IGF1", "BASP1", "MMRN2", "ANPEP", "HPX", "GATM", "CFHR3", "CAVIN2", "MDM2", "FCN2", "NTN4", "MRC1", "BTNL9", "HMGCS2", "TFPI", "KNG1", "STEAP4", "PDGFRB", "PRG4", "CYP2A7", "PCOLCE", "SMYD2", "DPEP1", "RIDA", "MET", "CD1E", "PROX1", "FBN1", "EGFL7", "MNDA", "MS4A6A", "SH2D3C", "PRDM1", "VSIG4", "HAMP", "GNG11", "TM4SF18", "APOLD1", "IL1R2", "AIF1", "GYPA", "AQP9", "TCF4", "TCIM", "TAT", "TM4SF4", "ADH4" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.96774291992188, 120.96774291992188, 0, 0, 0, 0, 241.93548583984375, 0, 0, 0, 0, 181.4516143798828, 0, 120.96774291992188, 0, 0, 0, 0, 0, 604.8387451171875, 0, 0, 0, 0, 0, 0, 0, 0, 241.93548583984375, 0, 0, 0, 0, 483.8709716796875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 241.93548583984375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.96774291992188, 120.96774291992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 786.2903442382812, 665.3225708007812, 362.9032287597656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.96774291992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 302.41937255859375, 0, 0, 0, 0, 241.93548583984375, 241.93548583984375, 0, 483.8709716796875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.48387145996094, 120.96774291992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 201.61289978027344, 0, 0, 0, 0, 0, 0, 725.8064575195312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 604.8387451171875, 0, 0, 0, 0, 0, 0, 161.2903289794922, 120.96774291992188, 60.48387145996094, 846.7742309570312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 241.93548583984375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.96774291992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.96774291992188, 0, 0, 0, 0, 120.96774291992188, 120.96774291992188, 0, 0, 0, 0, 0, 0, 120.96774291992188, 0, 0, 0, 241.93548583984375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80.6451644897461, 0, 0, 0, 0, 0, 0, 0, 120.96774291992188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nihebmpc-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihebmpc-1
[ "IGF1", "CFB", "GLYATL1", "CFHR1", "HAMP", "AQP9", "C1orf162", "CYP3A4", "CFHR3", "CXCL2", "RIDA", "BBOX1", "CYP2B6", "CYP2A7", "AIF1", "CD14", "KNG1", "GATM", "ANPEP", "HMGCS2", "CD4", "FAS", "CD5L", "MDM2", "TFPI", "RBP5", "PRG4", "ADH4", "PPP1R1A", "COL5A2", "ADH1C", "HPGDS", "PROX1", "APOA5", "TAT", "HPX", "ESR1" ]
[ 22, 15, 3, 6, 852, 377, 730, 379, 769, 124, 205, 514, 380, 495, 1428, 169, 512, 511, 69, 280, 978, 715, 103, 800, 304, 632, 314, 1089, 1675, 1406, 1354, 57, 1346, 436, 56, 813, 1357, 110, 1653, 814, 614 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihanega-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihanega-1
[ "CFB", "CFHR1", "HPX", "GLYATL1", "CYP2A7", "IGF1", "RIDA", "CFHR3", "PROX1", "ADH4", "CYP3A4", "AQP9", "GATM", "CXCL2", "PRG4", "CYP2B6", "KNG1", "FCN2", "IRF8", "ADH1C", "TFPI", "HMGCS2", "TAT", "PLCG2", "CLEC4E", "MEST", "GNG11", "S100A12", "CD14", "MYLK", "INMT", "APOLD1", "C7", "CAVIN2", "CTSK", "APOA5", "DNASE1L3", "CRHBP", "FGL2", "PPARG", "PECAM1", "AIF1", "MZB1", "BASP1", "MMRN1", "KCNMA1", "CYP2F1", "AR", "IGSF6", "TM4SF4", "ERBB2", "ANPEP", "TCIM" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 252.52525329589844, 235.6902313232422, 0, 0, 0, 0, 0, 0, 0, 0, 0, 84.17507934570312, 0, 336.7003173828125, 0, 0, 0, 0, 0, 0, 0, 0, 168.35015869140625, 0, 0, 0, 0, 0, 168.35015869140625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 168.35015869140625, 168.35015869140625, 0, 0, 0, 0, 0, 0, 0, 168.35015869140625, 0, 0, 0, 0, 757.5757446289062, 925.9259033203125, 336.7003173828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 252.52525329589844, 0, 0, 0, 0, 673.400634765625, 0, 168.35015869140625, 168.35015869140625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 280.5835876464844, 0, 0, 0, 0, 0, 0, 336.7003173828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 841.7507934570312, 0, 0, 0, 0, 0, 0, 448.93377685546875, 0, 336.7003173828125, 841.7507934570312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 112.23344421386719, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 168.35015869140625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 168.35015869140625, 0, 0, 0, 0, 168.35015869140625, 336.7003173828125, 0, 0, 0, 0, 0, 0, 168.35015869140625, 0, 0, 0, 168.35015869140625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 168.35015869140625, 0, 0, 0, 84.17507934570312, 0, 0, 0, 336.7003173828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
train
nihbphaa-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihbphaa-1
[ "CFHR1", "IGF1", "HAMP", "CFB", "CYP2A7", "HMGCS2", "GLYATL1", "APOA5", "CFHR3", "HPX", "PROX1", "TFPI", "GATM", "ADH1C", "CXCL2", "ADH4", "CYP2F1", "RBP5", "CD93", "BBOX1", "TAT", "RIDA", "CYP3A4", "ASCL1", "CD5L", "PPP1R1A", "CD4", "PRG4", "MET", "KNG1", "TCIM", "ANPEP" ]
[ 22, 15, 3, 6, 379, 852, 769, 377, 511, 800, 730, 110, 380, 814, 1357, 1675, 715, 56, 495, 57, 513, 1406, 331, 169, 1653, 1428, 514, 140, 314, 1346, 304, 1354, 1097, 978, 1664, 103 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
[ [ 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 122.9508285522461, 61.47541427612305, 245.9016571044922, 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 0, 0, 368.85247802734375, 245.9016571044922, 0, 0, 0, 0, 0, 0, 122.9508285522461, 122.9508285522461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1106.5574951171875, 430.327880859375, 184.42623901367188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 0, 0, 0, 0, 184.42623901367188, 0, 0, 0, 0, 122.9508285522461, 0, 0, 122.9508285522461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 245.9016571044922, 0, 122.9508285522461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 245.9016571044922, 0, 0, 0, 0, 0, 0, 614.754150390625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 983.6066284179688, 0, 0, 0, 0, 0, 0, 122.9508285522461, 0, 184.42623901367188, 491.8033142089844, 122.9508285522461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 245.9016571044922, 245.9016571044922, 0, 0, 0, 491.8033142089844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 0, 122.9508285522461, 368.85247802734375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 245.9016571044922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40.983612060546875, 0, 0, 0, 61.47541427612305, 0, 0, 0, 245.9016571044922, 0, 0, 0, 0, 0, 122.9508285522461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 122.9508285522461, 0, 0 ] ]
train
nihddehg-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihddehg-1
[ "CFB", "HAMP", "GLYATL1", "IGF1", "MET", "CFHR1", "AQP9", "PROX1", "TFPI", "GATM", "MCF2L", "FCGR3A", "AR", "MDM2", "ADH4", "RIDA", "CFHR3", "HPX", "CXCL2", "CD5L", "MS4A6A", "CYP3A4", "FCN2", "CYP2A7", "PPP1R1A", "BBOX1", "BASP1", "CRHBP", "MYLK", "PRG4", "VSIG4", "IGSF6", "ACTG2", "AIF1", "TM4SF4", "KNG1", "ADGRL4", "HMGCS2", "APOA5", "ADH1C", "TCIM", "TAT" ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihgndmk-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihgndmk-1
[ "CFB", "IGF1", "RIDA", "CYP2A7", "CFHR1", "GATM", "HPX", "CXCL2", "CFHR3", "ADH1C", "CYP2B6", "KNG1", "ADH4", "CD14", "PRG4", "HMGCS2", "AQP9", "MS4A6A", "PCNA", "TCIM", "TCF4", "BCL2L11", "GLYATL1", "DST", "MDM2", "EGFR", "FCGR3A", "SLC26A2", "MPEG1", "TAT", "MYLK", "FAS", "ADGRL4", "TFPI", "AR", "CXCL6", "PLIN4", "PPP1R1A", "TM4SF4", "CLEC14A", "ANPEP" ]
[ 22, 15, 3, 6, 377, 852, 1428, 511, 379, 715, 814, 495, 380, 56, 512, 978, 57, 280, 1354, 800, 124, 1134, 1276, 1664, 1662, 174, 730, 555, 1089, 576, 646, 1544, 1127, 1653, 1163, 632, 54, 1675, 125, 498, 1328, 1346, 1697, 406, 103 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihhalbd-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihhalbd-1
[ "CFB", "RIDA", "CFHR1", "CFHR3", "CXCL2", "HPX", "GATM", "CYP2A7", "TFPI", "IGF1", "MYLK", "CYP2B6", "TAT", "IRF8", "SLC26A2", "AQP9", "GLYATL1", "ANPEP", "KNG1", "ADH1C", "HMGCS2", "ADH4", "TM4SF4", "PRG4", "HAMP", "CAV1", "CD14", "MET", "IGSF6", "PPP1R1A", "AIF1", "ESR1" ]
[ 22, 15, 3, 6, 377, 1428, 379, 380, 495, 814, 715, 511, 1675, 852, 1163, 512, 1653, 920, 1544, 124, 730, 103, 978, 56, 800, 57, 1697, 1354, 769, 238, 280, 1097, 869, 1346, 69, 614 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs
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train
nihfofpj-1
[ "ABCC11", "ACE2", "ACKR1", "ACTA2", "ACTG2", "ADAM28", "ADAMTS1", "ADGRE1", "ADGRL4", "ADH1C", "ADH4", "ADIPOQ", "AGER", "AGR3", "AHSP", "AIF1", "ALAS2", "ALDH1A3", "AMY2A", "ANGPT2", "ANPEP", "APCDD1", "APOA5", "APOBEC3A", "APOLD1", "AQP2", "AQP3", "AQP8", "AQP9", "AR", "ARFGEF3", "ASCL1", "ASCL3", "ASPN", "BAMBI", "BANK1", "BASP1", "BBOX1", "BCL2L11", "BMX", "BTNL9", "C15orf48", "C1orf162", "C1orf194", "C20orf85", "C5orf46", "C6orf118", "C7", "CA4", "CAPN8", "CAV1", "CAVIN1", "CAVIN2", "CCDC39", "CCDC78", "CCL19", "CCL27", "CCL5", "CCNB2", "CCR2", "CCR7", "CD14", "CD163", "CD19", "CD1A", "CD1C", "CD1E", "CD2", "CD247", "CD27", "CD274", "CD28", "CD300E", "CD34", "CD3D", "CD3E", "CD4", "CD5L", "CD68", "CD69", "CD70", "CD79A", "CD83", "CD86", "CD8A", "CD93", "CDH16", "CDK1", "CENPF", "CFAP53", "CFB", "CFHR1", "CFHR3", "CFTR", "CHGA", "CLCA1", "CLCA2", "CLEC10A", "CLEC14A", "CLEC4E", "CLECL1", "CLIC6", "CNN1", "COCH", "COL17A1", "COL5A2", "CPA3", "CRHBP", "CRISPLD2", "CSF2RA", "CSF3", "CTLA4", "CTSG", "CTSK", "CXCL10", "CXCL2", "CXCL6", "CXCL9", "CXCR4", "CYP1A1", "CYP2A7", "CYP2B6", "CYP2F1", "CYP3A4", "CYP4B1", "CYTIP", "DERL3", "DES", "DIRAS3", "DMBT1", "DNAAF1", "DNASE1L3", "DPEP1", "DPT", "DST", "DUSP2", "ECSCR", "EDN1", "EDNRB", "EGFL7", "EGFR", "EHF", "ELF5", "EPCAM", "ERBB2", "ERG", "ESR1", "FAS", "FBLN1", "FBN1", "FCER1A", "FCGR1A", "FCGR3A", "FCN1", "FCN2", "FGFBP1", "FGFBP2", "FGL2", "FHL2", "FKBP11", "FOXA1", "FOXI1", "FOXJ1", "FOXP3", "FSTL3", "FXYD2", "GATA2", "GATM", "GCG", "GDF15", "GEM", "GHRL", "GKN2", "GLIPR1", "GLYATL1", "GNG11", "GNLY", "GPC1", "GPC3", "GPR183", "GPRC5A", "GPX2", "GYPA", "GYPB", "GZMA", "GZMB", "GZMK", "HAMP", "HAVCR2", "HEMGN", "HEPACAM2", "HES4", "HIGD1B", "HLA-DQB2", "HMGCS2", "HPGDS", "HPX", "IGF1", "IGSF6", "IL1R2", "IL1RL1", "IL2RA", "IL3RA", "IL7R", "INMT", "INS", "IRF8", "KCNK3", "KCNMA1", "KIT", "KLK11", "KLRB1", "KLRC1", "KLRD1", "KNG1", "KRT20", "KRT7", "LAG3", "LAMP3", "LGI4", "LGR5", "LIF", "LILRA4", "LILRA5", "LILRB2", "LILRB4", "LPL", "LTBP2", "LY6D", "LY86", "LYVE1", "MALL", "MAMDC2", "MARCO", "MCEMP1", "MCF2L", "MDM2", "MEDAG", "MEF2C", "MEST", "MET", "MFAP5", "MKI67", "MLANA", "MLPH", "MMRN1", "MMRN2", "MNDA", "MPEG1", "MRC1", "MS4A1", "MS4A2", "MS4A4A", "MS4A6A", "MTRNR2L11", "MYBPC1", "MYC", "MYH11", "MYLK", "MZB1", "NAT8", "NKG7", "NPDC1", "NTN4", "OGN", "OPRPN", "PCNA", "PCOLCE", "PCP4", "PCSK2", "PDCD1", "PDGFRA", "PDGFRB", "PDPN", "PEBP4", "PECAM1", "PGR", "PLA2G7", "PLAC9", "PLCG2", "PLD4", "PLIN4", "PMP22", "PPARG", "PPP1R1A", "PPP1R1B", "PPY", "PRDM1", "PRF1", "PRG4", "PROX1", "PTGDS", "PTN", "PTPRC", "PVALB", "RAMP2", "RAPGEF3", "RBP5", "RERGL", "RETN", "RGS16", "RIDA", "RND1", "RTKN2", "S100A1", "S100A12", "SCGB2A1", "SCGN", "SELE", "SELL", "SEMA3C", "SERPINB2", "SERPINB3", "SERPINB9", "SFRP2", "SFRP4", "SFTA2", "SH2D3C", "SLAMF1", "SLAMF7", "SLC18A2", "SLC22A8", "SLC26A2", "SLC26A3", "SLC4A1", "SMIM24", "SMYD2", "SNAI1", "SNCA", "SNCG", "SNTN", "SOX17", "SOX18", "SOX2", "SPDEF", "SPI1", "SPIB", "SRPX", "SST", "STC1", "STC2", "STEAP4", "TAC1", "TAT", "TBX3", "TCF15", "TCF4", "TCIM", "TCL1A", "TENT5C", "TFF2", "TFPI", "THAP2", "THBS2", "THY1", "TIMP4", "TM4SF18", "TM4SF4", "TMC5", "TMEM100", "TMEM174", "TMEM52B", "TNC", "TNFRSF13B", "TNFRSF17", "TNFRSF9", "TOP2A", "TRAC", "TREM2", "TSPAN19", "UBE2C", "UMOD", "UPK3B", "VCAN", "VSIG4", "VWA5A", "VWF" ]
nihfofpj-1
[ "IL1R2", "BASP1", "GATM", "GLYATL1", "RIDA", "PECAM1", "AIF1", "MS4A6A", "DNASE1L3", "CFB", "ANPEP", "ERG", "TCIM", "CXCL2", "NTN4", "EDN1", "MNDA", "CLEC4E", "CAVIN2", "MMRN1", "ADH1C", "HPX", "TM4SF4", "TFPI", "CFHR3", "TAT", "HMGCS2" ]
[ 22, 15, 3, 6, 884, 166, 715, 730, 1428, 1295, 69, 1134, 544, 377, 103, 610, 1664, 495, 1229, 567, 1122, 407, 240, 1120, 56, 814, 1697, 1675, 380, 1653, 800 ]
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Xenium_V1_hLiver_nondiseased_section_FFPE_outs