{"text_format":"3","workbook":"xls","n_sheets":1,"sheets":["Sheet1"],"read":"whole","date_system":"1900","formulas":"cached_only"}

{"sheet":"Sheet1","index":0,"n_rows":20,"n_cols":256,"rows_kept":20,"merged":[[1,0,1,2],[1,3,1,255],[2,0,3,0],[2,1,2,2],[3,1,3,2],[4,0,12,0],[4,1,11,1],[12,1,12,2],[13,0,18,0],[13,1,13,2],[14,1,14,2],[15,1,15,2],[16,1,16,2],[17,1,17,2],[18,1,18,2],[19,0,19,2]],"flags":["formulas_cached_only"]}
["Supplementary Table 3. Curated gene list."]
["Biological events",null,null,"Gene list"]
["Tumor microenvironment","Cancer hallmarks",null,"NDEL1","ERI3","ZNF830","PTPRM","SEL1L3","EIF3E","COL9A1","IL4R","SWAP70","ABRA","TOR3A","SLC26A11","AUH","TFF3","FAIM3","DLAT","FOXN3","NKG7","CRYZL1","PCDH11X","GOLT1B","B3GNT3","LGALS8","PXDN","MAGT1","ATXN7L3B","STRBP","PTPN14","ZNF343","APOE","SENP7","RELL2","METTL6","TRA2A","SPHK1","COL1A1","EIF2B3","IKZF3","MCTS1","G2E3","NIPSNAP1","SNED1","ERCC6","MAP3K1","ZMYND8","COX17","FAM182A","TXNDC16","SPINT2","ZNF18","SNRPB","CHRNA6","SLPI","CCNF","NEK10","MAPK6","PLSCR1","GPR135","HK3","ZDHHC8","ZNF444","RPL36A","NDUFB4","DENND2D","PDZD8","PITPNB","TROVE2","CCDC92","PDXK","ZNF480","GLOD4","COMMD10","FAM24B","POLR2J2","CCDC97","MAP4K4","CCDC28A","C5AR1","DAPK1","CASP6","CRKL","SLC12A9","FXYD5","POLR3GL","TRIM13","GJC1","ZMYM3","ZDHHC3","WARS","CABYR","IMPA1","PHF8","CACNA1A","REXO1","COMMD6","ALG12","DHX29","NCKAP5","GABRG2","SENP8","SLC25A15","ASRGL1","MTIF3","HGS","MBLAC2","COPS6","IGSF9","PTPRC","SULT1A2","ARFGAP2","ARRDC2","DHRS7B","CAPN13","TMEM229B","AKAP9","DTNBP1","COL4A1","GGT6","PHF2","RPS6KB1","INMT","TBC1D29","FRG1","MED22","ZNF660","CCDC142","SLAMF1","CHSY1","GPATCH1","MOAP1","AES","AASS","MORF4L2","CMKLR1","EXOC1","HERPUD2","IGSF6","ZWILCH","MCTP2","NAAA","KLHL33","SAP18","QKI","DOLPP1","CHRDL1","GMIP","ACAP2","C2","ABCG2","CHIC1","MMD","CDC42SE1","MPRIP","SNAP29","RAD51AP1","SH3RF3","GAPVD1","HSD17B13","ABCF1","PCDHB11","UAP1L1","ADH4","APBB2","LCTL","RAD21","GNPAT","FN3KRP","CUL4A","ATF4","PDE6B","MMP19","ZNF350","RBM33","ALG5","FAM105A","DDX10","ZNF655","LPAR2","ATP13A4","ALDOA","TBX21","ATHL1","TP53BP2","KIAA1614","PRDX5","ANKRD52","SP2","RPTOR","BACH2","PSMD7","IDH3A","TMEM40","RPL27","DDOST","CEP70","BAK1","NFAT5","MAP2K2","SPC25","GCC1","DAD1","NCKAP1","ZNF365","ZDHHC18","MANF","ZNF493","CD160","S100Z","EPS8L2","ZNF556","DAZAP2","KLHL15","NCEH1","HOMEZ","FEM1C","NUMA1","ACTN4","NUP50","ZNF100","TIAF1","ST6GALNAC3","TFG","CASP8AP2","HCK","DGKD","KIAA1671","TOM1L2","SNTB2","AIMP1","ISPD","HHAT","LST1","WSB2","ZFC3H1","YTHDF2","EIF1B","IGFBP2","ZP3","SERTAD2","PHTF2","ZNF613","ASL","ATP6V1E1","PSIP1","OASL","DNAJC21","TPPP3","CYFIP2","NELL2","CD84","GNA15","CLYBL","ATP1A1"]
[null,"Immune subtypes",null,"MX1","OAS2","IFI44","ISG15","IFI6","HERC6","IFIT3","IFI44L","IFIT1","CMPK2","RSAD2","XAF1","OASL","OAS3","IFIH1","DDX60","IFI27","CEP55","STAT1","CCNB2","IRF9","PARP9","CDC20","KIF2C","TPX2","USP18","HERC5","CDCA5","DDX58","CDCA8","DLGAP5","UBE2C","BIRC5","MELK","UBE2L6","RAD51","CCNB1","IFIT2","PLK1","OAS1","CDK1","NCAPH","KIF23","PARP12","TTK","CDC45","MYBL2","RAD54L","BUB1","MCM10","ERCC6L","CDC6","SKA3","KPNA2","SP110","KIFC1","GINS1","CXCL10","EXO1","NUF2","TRIP13","PKMYT1","CDKN3","OIP5","SPC25","ASF1B","IFIT5","TROAP","SP100","FOXM1","SKA1","PARP14","KIF4A","NDC80","KIF11","BUB1B","IFI35","NEK2","HJURP","ZWINT","NCAPG","AURKA","CCNA2","FANCI","UHRF1","PRC1","MAD2L1","CDCA3","KIF20A","CDC25C","CENPW","ANLN","TOP2A","BST2","GBP1","GTSE1","AURKB","NMI","SAMD9L","POLQ","MX2","IRF7","RTP4","CXCR2P1","PBK","RRM2","KIF15","UBE2T","RACGAP1","EIF2AK2","PLK4","SHCBP1","KIF14","TRIM22","TAP1","CXCL11","DSCC1","DTX3L","LAMP3","ZBP1","FANCB","VRK1","KIF18B","LMNB1","MKI67","DEPDC1","RFC4","BLM","CENPI","EPSTI1","SAMD9","TK1","DDX60L","KIF18A","POC1A","PLSCR1","CENPE","RAD51AP1","PSMB9","TUBA1C","MND1","DHX58","ESPL1","LAP3","LAG3","FEN1","CKAP2L","ESCO2","DBF4","E2F2","CCL5","TAP2","GBP5","KIAA1524","DTL","ICOS","EZH2","CCT5","CKS2","CENPF","ASPM","RCC2","H2AFZ","CD2","FAM72A","ISG20","CDCA4","QKI","GINS4","MCM6","ACTL6A","ATP2A3","GFAP","NUSAP1","MCM2","TACC3","MALL","HMMR","PDLIM1","LMNB2","PSRC1","TNS4","FEZ1","SLA2","ARHGAP11A","CCNF","MYO1C","STIL","ZWILCH","TRIM21","IFITM1","NEIL3","POLE2","LY6E","APOL3","SLC15A3","DCLK2","GPM6A","STAT2","SIRPG","CKS1B","ETV7","WARS","FAM83D","RCC1","CD3D","GPM6B","PCNA","SYTL1","JUP","OMG","ATP1B2","CENPH","GBP4","NCAPD2","APC2","BCAN","SERPINH1","WDR62","SLC1A3","SH2D3A","DIAPH3","CENPL","CD3E","MLC1","SHC1","TIGIT","HSPG2","RNASEH2A","GPR37L1","CLIC1","SELP","LCK","B2M","FASLG","DTNA","THRA","SYT11","PEA15","PTTG1","NKG7","IFNG","RAB11FIP1","GRHL2","IDO1","RAB25","HELLS","SLAIN1","XRCC2","RFTN2","CD8A","RAN","FANCD2"]
["Cell type","Calculated based on single-cell transcriptomes","CD4+ T cell","CD3D","IL32","CD4","IL2RG","CD2","ARHGDIB","IL7R","LCK","PTPRCAP","RAC2","CD3E","CD53","S100A4","LAPTM5","IFITM1","PTPRC","CORO1A","PIM2","SRGN","UCP2","LAT","CD52","MYL12A","CYTIP","GIMAP7","TMEM173","PIK3IP1","CD3G","CD27","LTB","CD5","ICOS","GPR183","TRAF3IP3","STK17B","BATF","ITM2A","ARHGAP15","BTG1","RHOH","SKAP1","HCLS1","CXCR4","LSP1","FXYD5","SELPLG","CD247","PBXIP1","ITK","SEPT1","LCP1","TBC1D10C","GIMAP5","SELL","GMFG","CRIP1","SPOCK2","ARPC1B","ITGB2","TNFRSF25","DGKA","ZAP70","ACAP1","SH3BGRL3","GIMAP4","GSTK1","SIT1","CLEC2D","CCR7","LIMD2","RGS1","CD6","PFN1","CD74","TSC22D3","CD40LG","SLAMF1","SLA","TXNIP","TNFAIP3","CD44","ICAM3","CNN2","TUBA4A","BIRC3","CD28","SAMSN1","CTLA4","TRAT1","PCED1B","SIRPG","TAGLN2","TNFRSF4","TNFRSF1B","LPXN","LY6E","ARL6IP5","CIB1","BIN2","IL2RA","CD69","TNFAIP8","CD96","TNFRSF18","FLT3LG","CDC42SE2","IFITM2","SRSF7","HLA-B","EMP3","LIME1","ZFP36","P2RY10","RARRES3","TIGIT","GBP2","UBXN11","KLRB1","CXCR6","GBP5","PIM1","ISG20","INPP4B","VAMP8","CARD16","EZR","TMSB10","SASH3","LCP2","PRKCH","LEF1","ZFP36L2","OCIAD2","DOK2","HLA-C","RHOG","TBC1D4","APOBEC3C","PYHIN1","COTL1","WIPF1","STAT4","AES","DEF6","DENND2D","TMSB4X","PRR13","OXNAD1","TMEM123","HMGB2","SUSD3","SH2D2A","EMB","S100A10","IL10RA","MYL12B","MSN","RORA","HLA-E","PTPN7","ELF1","TRIM22","SPPL2B","ITGA4","STK4","PLP2","CAP1","PRDM1","CXCR3","PSME1","EML4","LLPH","PNRC1","MAL","TANK","FOXP3","CCR8","TMC8","JAK3","MBNL1","KIAA0391","APBB1IP","JAK1","S100A11","AQP3","OPTN","TNFSF8","CD37","HCST","CD82","CMTM7","FERMT3","SH3KBP1","SLC9A3R1","MYH9","NFKBIA","SP110","STAT1","GALM","IGFLR1","IL2RB","TC2N","SH2D1A","CAPZB","TAGAP","MAP4K1","ARID5B","MFNG","PSME2","TMC6","PDCD4","FYN","KLF6","SAMHD1","GATA3","EVI2B","ZGPAT","LEPROTL1","VIM","RNF149","MVP","CASP1","IKZF1","RCSD1","CASP8","SLC2A3","OSTF1","ALOX5AP","ARID5A","ETS1","SP140","RNF19A","ANXA11","VAMP2","SMCHD1","ICAM2","ARHGEF1","EVL","CD48","ARHGAP9","LDHA","CAMK4","AP1G2","RBL2","PPP1CA","RASSF5","SLFN5","IFI16","LBH","UGP2","CISH","RAD9A","NECAP2"]
[null,null,"CD8+ T cell","CD8A","NKG7","KLRK1","CCL5","GZMA","KLRC4-KLRK1","CD8B","CTSW","CST7","CCL4","CD3D","IL32","PRF1","GZMH","GZMB","PTPRCAP","IL2RG","CD2","IFITM1","SRGN","ARHGDIB","GZMK","RAC2","CD3E","LCK","HCST","RARRES3","CD3G","PTPRC","CD53","LCP1","CORO1A","KLRD1","APOBEC3G","GIMAP7","LAPTM5","CXCR4","LSP1","CD52","CD96","CD69","APOBEC3C","CD74","GIMAP4","MYL12A","SLAMF7","AOAH","SH3BGRL3","CLEC2D","ZAP70","ANXA1","FYN","PRKCH","DUSP2","HLA-DRB5","ITM2A","ALOX5AP","PYHIN1","S100A4","GPR171","TBC1D10C","CYTIP","LITAF","TUBA4A","KLRG1","PIP4K2A","PTPN22","CRIP1","ID2","PVRIG","GIMAP5","STAT4","THEMIS","KLRC4","SH2D1A","HCLS1","GNLY","ZFP36","SEPT1","STK17B","ITGB2","MSN","LAT","HLA-DRB6","CXCR6","RGS1","ZFP36L2","ACAP1","ABI3","PARP8","SLA","HLA-B","FCRL6","HLA-C","DENND2D","CBLB","PFN1","HOPX","SKAP1","LY6E","IL2RB","BIN2","TRAF3IP3","SYTL3","SASH3","GZMM","SAMD3","IKZF3","CD247","ITGAL","ARHGAP15","SLC9A3R1","CLEC2B","CRTAM","CNN2","TIGIT","STOM","IFNG","FASLG","WIPF1","SELPLG","BTG1","PDCD4","CDC42SE2","HLA-E","EMB","IFITM2","TNFAIP3","RHOH","MYO1F","LIME1","SH2D2A","ARHGAP9","SIT1","SRSF7","ITK","ITGAE","PSME1","UCP2","CD27","SLA2","LIMD2","CXCR3","LCP2","PTPN7","GBP5","LAG3","EZR","ITGA4","CD48","HLA-DRB1","ZNF683","TSEN54","COTL1","PCED1B","RBL2","LPXN","ARPC1B","BTN3A2","TXNIP","CHST12","CD7","MAP4K1","ITGB7","EVI2B","NLRC5","EVL","TMSB4X","CIB1","CAP1","OSTF1","SIRPG","PSTPIP1","ARHGEF3","ISG20","ELF1","CD6","PSME2","TRIM22","RUNX3","IRF1","GMFG","PTGER4","CD244","TSC22D3","SLAMF6","MBNL1","SAMSN1","IL10RA","EMP3","MYL12B","TRAT1","OASL","TC2N","GSTK1","GNG2","PTPN6","SLFN12L","UBXN11","IDH2","PSMB9","ICAM3","ARHGEF1","STK4","HMGB2","SCML4","MYH9","ARHGAP25","IQGAP1","CCL3","CYBA","STK17A","GRAP2","PLEK","HLA-DPA1","DOK2","PSMB10","NR4A2","BTN3A1","LYAR","VAMP2","CD44","IFI16","TAGAP","CLIC3","SP140","TPST2","CMC1","ARPC2","CASP8","RNF19A","XCL2","FERMT3","EOMES","PDCD1","APBB1IP","GPR65","SUN2","RNF167","RASAL3","PRDM1","PATL2","TNFRSF1B","SP100","CCND3","UTRN","RHOF","RNF166","GPR174","SLC38A1","FGFBP2","CCL3L3","ARHGAP30"]
[null,null,"Malignant cell","MTRNR2L10","MTRNR2L1","GPM6B","BCAN","MTRNR2L8","MTRNR2L6","CKB","FXYD6","TUBB2B","GPM6A","PTPRZ1","SERPINE2","TSC22D1","TUBA1A","RPL9","TSPAN3","S100B","RPL7","RPS28","SCD5","PFN2","SLC25A6","PTN","RTN3","STMN1","TSPAN7","EGR1","CNN3","TUBB","PMP2","DBI","YWHAE","RPL18A","APOD","MARCKS","RPL41","BEX1","NDRG2","RPSA","RAB31","CST3","CDK2AP1","DPYSL2","RTN1","SCRG1","RPL17","EEF1A1","NME1","MAP2","RPS3A","MAGED1","PCDHGC3","NCAM1","EIF3C","PSMB5","TCF12","RPL37A","EEF2","SRI","MLLT11","CDR1","TUBB3","RPL38","PGRMC1","SRP9","FHL1","FEZ1","RPS26","HNRNPA1","ASTN2","RPL39","NME2","APP","BEX4","PGAM1","HSBP1","LMF1","SOX4","MARCKSL1","SYT11","DSTN","CTTN","PUF60","MORF4L1","NGRN","CCT3","SCD","RPL23","TNR","RPS18","VDAC2","TOMM20","MEST","VCAN","RPL6","MAT2A","IMPDH2","SMOC1","MAGED2","RCN1","GSTA4","PTPRS","SLC1A3","CD24","COX6A1","ORC4","ETV1","GPRC5B","CLTA","RPL23A","CUEDC2","RPS7","FOS","SLC25A3","ERGIC3","RPS24","PON2","MLF2","SUMO2","RUFY3","PRDX2","PSAP","NDUFA13","OMG","NOVA1","PTTG1IP","HSP90AB1","EIF4H","MRFAP1","GSTP1","ALCAM","SPARC","BCHE","GCSH","DDR1","CYC1","SHISA9","ST13","RCN2","CRIP2","RPL36A","THY1","APEX1","RAMP1","SGK1","HNRNPK","TCEAL4","TUBA1B","CLU","TMEM212","RPS15A","CCND1","SCARB2","NACA","UGT8","TUBB2A","PEBP1","EIF3L","HES6","TKT","PSAT1","EIF5A","MEG3","OPHN1","CLNS1A","SNHG1","FAM110B","CD63","CCT7","SCG5","GLUL","USP11","EIF3F","TMEM9","RFTN2","ATP6V0E2","ASAH1","TMEM59L","PHGDH","RPS15","SSR2","UQCRH","GFAP","CORO1C","RPS2","RBMX","NREP","GRHPR","ATAT1","LDHB","NRCAM","NONO","CRYAB","RPS27","CNRIP1","GAS5","PRDX4","METTL21A","RPS8","DYNLRB1","TTYH1","RPL15","CBX3","H1F0","EEF1G","UBE2E3","LGALS3BP","RPS25","CD9","PRDX1","MAP1B","CANX","IDH1","WRB","YIPF3","TCF4","NHP2","MFF","EIF1B","GABARAPL2","CNP","PCBP4","LIMA1","CRMP1","APOE","STXBP1","ANAPC11","RPL29","UQCRC1","ILF2","DPP6","PPA1","EGFR","EIF3E","PHLDA1","ENO2","RPL31","NDUFA5","NFIB","HSPD1","ZNF460","DBN1","CIRBP","PHB2","ATP6V0B","PLEKHB1","PID1","RPLP0","PDGFRA","ZBTB20","CHGB","COX8A","MRPS21"]
[null,null,"B cell","CD79A","MS4A1","HLA-DRA","IGLL5","CD79B","HLA-DPA1","BANK1","HLA-DQB1","CD19","IRF8","CD74","HLA-DQA1","ADAM28","NCF1","HLA-DRB1","HLA-DMA","HLA-DPB1","CD37","RPL7","RPL18A","MEF2C","BLNK","POU2AF1","NAPSB","JCHAIN","CD22","MZB1","HLA-DMB","VPREB3","FCRLA","NCF1C","HLA-DOB","BCL11A","ST6GAL1","FAIM3","SYNGR2","RPL9","STAP1","MTRNR2L8","HVCN1","TCL1A","CTSH","DERL3","RPS3A","HLA-DQA2","PLCG2","ISG20","RPL21","EEF1A1","FCRL1","RAB30","HLA-E","HERPUD1","MTRNR2L1","RPL41","CD55","NCF1B","RPL23A","IFI30","EAF2","CD40","CIITA","ORAI2","FGD2","RPL10","CD83","RPL36A","CTSS","SWAP70","SYK","POLD4","RPL39","RPL17","LY9","RPL27A","SEL1L3","SLC25A6","SPIB","RALGPS2","RPS27","BLK","FCER2","TCF4","MTRNR2L4","RNASET2","TPD52","HLA-DRB5","EEF1B2","TAPBP","MTRNR2L6","SP100","RPS7","AKAP2","RPS28","DAPP1","HSH2D","RHOH","FCRL5","BIRC3","TNFRSF17","EZR","RPS18","HLA-DQB2","ALOX5","CFLAR","FCGR2B","FAM65B","TXNDC5","FBLIM1","RPL13","CXCR4","PLAC8","TMEM212","RPS29","PIM2","QPCTL","RPL6","BTK","TSC22D3","PAX5","SYVN1","LRMP","LAT2","RPS26","LY86","HLA-DOA","COBLL1","SPC25","CYBA","POU2F2","FOSB","HLA-B","CXCR5","LTB","CD72","PTPN6","ASTN2","SLAMF7","PPM1K","EHMT1","TNFRSF13B","RPS23","RASGRP3","FAM46C","TXNDC15","CD52","SHISA9","METTL21A","RPL28","GRB2","CR2","SELL","FAM129C","CD69","MDM4","ANKRD28","SEC62","SPATS2","P2RX5","AFF3","PTPRCAP","L2HGDH","RNASE6","POU5F1","FKBP11","SNX2","SSR3","TLR10","LYZ","MTRNR2L10","NMNAT1","PPP1R15A","AP1S3","ADAM19","DOK3","TNFAIP8L1","TIGD1","FKBP14","FCRL2","PDLIM1","IKZF3","RPS15A","RPL15","ABCC9","SPCS2","SIGLEC10","GLIPR1L2","RPL23","UBE2J1","TRAF3IP2","GGA2","CLIC1","VOPP1","PNOC","PRR11","IFT57","RPL12","TLCD2","PARP15","PARP14","CD48","PGM5P2","DRAM2","DUSP1","ZFP36L1","SCIMP","NCOA3","NLRP12","LRTOMT","CAMK1D","EEF1G","ODF2L","ZNF793","NR4A1","AP4S1","CLEC17A","TAF8","GNG7","MAB21L3","RPL34","PDE4B","SLC50A1","ZNF471","TAGAP","RPSA","PTK2B","ENTPD1","FCAR","ANAPC16","ZBTB8A","ANKRD36BP2","SNX29","FBXO27","ZNF490","WDFY4","XIAP","UBA52","CYP20A1","PNPO","MEFV","ZNF483","IGLL3P","DFFA","TMEM19","HM13","CCR6","SIGLEC14","SP140","MCFD2","CNR2","RPS15","ORC4","GNE"]
[null,null,"Innate lymphoid cell","GNLY","CTSW","TYROBP","FCER1G","KLRB1","NKG7","GZMB","SH2D1B","HLA-E","KLRC1","KLRD1","CD69","KLRF1","TXK","RPL27A","HOPX","PRF1","ANXA1","PTPRC","IFITM2","GZMA","SRGN","IL2RG","KLRK1","FCGR3A","CD52","PLAC8","ARHGDIB","IL2RB","HLA-A","HLA-F","MACF1","LAT2","CD247","S100A4","CST7","LSP1","EEF1A1","KLF6","TNFAIP3","ID2","FXYD5","RAP1B","AKAP13","HLA-B","LCP1","SAMD3","RASGEF1B","PCSK5","CD96","IFITM1","EVL","MYL12A","EIF5","RPS27","APOBEC3G","AOAH","FGFBP2","COMMD6","RPL13","CD7","NFKBIA","HLA-C","UTRN","HCST","CD74","GZMH","RBM8A","FGR","BTG1","RPL18A","PTPN4","RBM39","GMFG","PPP2R5C","LTB","STAT4","CD300A","RPS29","LIMD2","CCL5","TNFRSF18","CLIC3","CD53","ARHGAP9","MBNL1","CMC1","NCOR1","XCL2","NCALD","ZFP36","CCL4","CLEC2B","PIP4K2A","PTGDR","BIN2","PARP8","MAP3K8","PFN1","NCR1","RAC2","MYO1F","WIPF1","USP34","LITAF","SPON2","STK4","PTPRCAP","JUND","PTPN7","PPP1R15A","SLA","RPS23","FAM65B","TSPAN32","TSC22D3","PSMB10","SCML4","TRA2B","LINC00299","SLC9A3R1","DENND2D","CXCR4","FCRL6","PPP3CA","TNFSF13B","UQCRQ","XCL1","SP100","TRAF3IP3","ATP8B4","AAK1","IRF2BPL","CD44","PRMT2","SLAMF7","OSTF1","RPL10","RORA","RPL37","ARPC2","CD63","SYNE1","PTPN22","RARRES3","IL16","SERF2","TMSB4X","TMIGD2","FLNA","AKAP9","GLIPR2","DPF3","B3GNT7","AMFR","ALOX5AP","TPM3","HNRNPH1","RASSF1","FGF23","ZFP36L1","PIK3R1","TNRC6B","FYN","KIR2DL4","ZAP70","CD244","ACAP1","DHRS3","STK17B","ATP5L","SON","GMFB","FAM49B","CD99","USP15","LCP2","ATM","ITGB1","PDCD4","CTSC","HMGB1","MCTP2","ZFP36L2","PPM1N","CYBA","DUSP1","ANAPC16","ANKRD12","PRKCH","SLTM","ABCB1","KTN1","DAAM2","TTC38","NFKB1","IQGAP1","SCAF11","IL18RAP","SRSF5","SASH3","SEC62","GIMAP7","PRRC2C","SRRM1","RNF213","CD164","SPN","XBP1","PPP1R12A","CASP4","TPST2","RPL34","STOM","NCR3","FOXP1","CLDN11","BRD2","RHOC","RAB37","PDIA3","BHLHE40","FKBP11","ITGB2","TMSB10","FOSB","SEPT1","MBP","VAMP8","CCNL1","FAIM3","PSMB9","HSH2D","MGAT4A","GIMAP6","PLEK","ST3GAL1","APOBEC3C","RUNX3","CNOT2","RIN3","PAPOLA","BST2","RNF125","TLN1","PLCG2","GCC2","TSEN54","AREG","KRT81","BROX","GATA3","SAP18"]
[null,null,"Dendritic cell","HLA-DRA","LYZ","FCER1G","HLA-DRB1","HLA-DPA1","MORC4","HLA-DPB2","NAPSB","TYROBP","HLA-DQA1","RPL21","HLA-DMB","HLA-DMA","CST3","AIF1","IFI30","NUDT3","HLA-DQB1","IRF8","HLA-DPB1","FCER1A","ATP9B","TGFBI","LST1","RNASE6","TMEM45A","CPVL","LGALS1","LY86","CD74","PLEK","GRN","ANXA2","RPL9","RPS28","FCGRT","PYCARD","GPX1","RPL7","NBPF9","MPEG1","AP1S2","MNDA","ALDH2","RPL18A","RPL39","GSN","SAMHD1","HCK","SELL","KIAA1328","RPS7","CLIC1","CTSH","CAT","CD33","PLAC8","FGL2","NPC2","VIM","IGSF6","VAMP8","TNFSF13B","SLC25A6","CAPG","CLEC4A","PLD4","RPS3A","CTSS","RPS24","S100A4","FGR","RASEF","EEF1A1","TBC1D8B","LCP1","NAP1L1","GSTP1","MIPOL1","RNF130","BCL11A","RPL41","NME1","NCF2","EEF1B2","GNG5","MS4A6A","CFP","TUBA1B","MYD88","PSMB8","S100A9","PCSK5","PTPRE","PAK1","S100A10","CD68","FGD2","CD86","RNASET2","RPL6","SYNGR2","SPINT2","GLIPR1","CSTA","RPL38","RPS18","GDI2","PARVG","ANXA1","MDP1","SYK","RPS29","BID","RPL37A","NIPSNAP3A","LTA4H","RGS2","RPL28","PPT1","DONSON","CNPY3","ADAMTSL3","TPM3","CD302","LILRA2","H2AFY","MGST2","S100A11","ATP6V0B","RPL23A","FABP5","FAM49B","RNH1","SEC61B","CIITA","BTK","HNRNPA1","GPR183","SLC25A5","S100A6","TIMP1","CSF2RA","LAT2","TALDO1","PTPN6","RPS27","MFSD1","HIGD2A","FES","NAAA","RPS21","MTRNR2L8","CCDC88A","FXYD5","PLP2","PTRHD1","LRRC25","LGALS2","CLEC7A","CSTB","WDFY4","RPS15A","SNHG5","AP2S1","PLBD1","CD37","SCIMP","CLEC10A","ATG3","CD36","CD48","HLA-DOA","VPS35","RPL23","LILRB4","FLT3","AXL","EIF3E","TLR9","EIF3L","ARHGDIB","EAF2","DAPP1","RPL31","CD1C","MOB1A","HMGN2","RPSA","GMFG","LGALS9","OSTC","KYNU","RPL13A","EIF3K","RSL1D1","RPL26","RPL12","COTL1","RPS23","ATP5E","TAGLN2","DPYSL2","CYBB","CDC42","SERPINF1","EIF3F","ATP5I","SAT1","SEMA4A","TAPBP","RPL22","CALM3","UCP2","PSMA4","MYL12A","RGS10","CASP1","BLNK","FAM65B","PLAUR","LSP1","ANKRD36BP1","EVI2B","MAN2B1","RBM14","RAB11FIP1","GAPT","NAGA","RPL10","SULT1A3","NCF1","RPL35","RPS15","NDUFA12","RPL36AL","COX7B","SERPINB1","NACA","HLA-DQA2","IFNGR1","POLR1D","NDUFA1","CDHR4","PGLS","WARS","PRCP","CRIP1","TXN","CLEC12A","HLA-DRB5","EIF3M","COX7C"]
[null,null,"Monocyte/macrophage","TYROBP","IFI30","LYZ","FCER1G","CD68","CD14","AIF1","HLA-DRA","S100A9","SERPINA1","GRN","HLA-DRB1","CTSS","CST3","FCN1","TGFBI","HCK","NPC2","MS4A6A","HLA-DPA1","HLA-DMB","CPVL","CTSH","NCF2","FCGR3A","FCGR2A","PILRA","FCGRT","CYBB","CSF1R","HLA-DMA","FPR1","LST1","HLA-DQB1","CTSB","FGL2","IGSF6","SLC7A7","IFITM3","PLAUR","S100A8","CFD","SOD2","S100A11","GPX1","MPEG1","NCF1","MNDA","ANXA2","PLEK","SAT1","CLEC7A","FGR","HLA-DRB5","RNF130","TKT","LGALS3","ITGB2","LRRC25","HLA-DQA1","PLBD1","ASAH1","PYCARD","TIMP1","NINJ1","GLUL","LILRB4","TBXAS1","CFP","SCPEP1","MS4A7","WARS","BCL2A1","CXCL16","RGS2","LILRB2","IFNGR1","PSAP","LIPA","CD74","CLIC1","SLC25A6","LGALS1","ALDH2","MFSD1","LILRA6","CD36","CD4","VIM","C1QA","AP1S2","C3AR1","NCF1C","AOAH","MTRNR2L8","MGAT1","LAIR1","RNASE6","C1QB","SDCBP","DUSP1","TMEM176B","PTAFR","LAPTM5","IRF8","CTSD","TSPO","LY86","ALOX5","CAPG","SRGN","LTA4H","BLVRB","SLC31A2","CD163","PLXDC2","RPS28","LAP3","CASP1","SYNGR2","IFNGR2","HLA-E","NAMPT","ATP6V1B2","LILRB1","TLR2","PTPN6","C1QC","APLP2","CTSC","FCGR1A","MYD88","RNH1","EVI2B","FBP1","LGALS9","GSN","HLA-DPB1","MAN2B1","PPT1","RASSF4","NAGK","CSF3R","CTSA","MPP1","FOS","ANXA5","FGD2","TALDO1","RPL9","LILRA2","RHOG","CD300A","HMOX1","CCR1","TPP1","AGTRAP","HLA-C","SCIMP","ITGAX","ARPC1B","LGALS2","PSMB8","HK3","NAPSB","ATP6V0B","HLA-F","ATG3","SLC11A1","NAGA","TNFSF13B","LAT2","ANXA1","CD86","APOBEC3A","PGD","LCP1","CD48","HLA-A","PGAM1","LILRA5","GNS","RPL7","CD63","SNX2","CD33","SGK1","NAAA","MS4A4A","VSIG4","CLEC12A","RNASET2","LSP1","SERPINB1","HLA-DPB2","HEXB","NBPF9","GSTO1","TAPBP","COTL1","GPNMB","HLA-B","MORC4","TMEM176A","RPL41","SIRPB1","VAMP8","KYNU","SERPING1","RPL28","CSTB","SAMHD1","RPL18A","ICAM1","NPL","IER3","NUDT3","CD37","CASP4","RGS19","CSF2RA","BLVRA","TREM1","IL1B","MOB1A","OAS1","NCOA4","RPL21","STXBP2","G0S2","RPL36A","TNFAIP2","RAB8A","CNPY3","EEF1A1","CMTM6","C1orf162","RPS26","FXYD5","CLEC4A","SIGLEC10","RPL39","ARPC5","SYK","SH3BGRL","DOK2","RAB20","GM2A","AKR1A1","NADK","BTK","C5AR1","PLSCR1"]
[null,null,"Other nonmalignant cell","IFI27","KRT18","PCSK5","KRT8","ELF3","HSPB1","LGALS3","LMNA","MTRNR2L8","CST3","IFITM3","CLDN4","MTRNR2L1","ANXA2","IGFBP7","TPM1","MTRNR2L6","NEDD4","THBS1","KRT19","LGALS4","TIMP1","CD9","S100A6","CLDN3","PDLIM1","TFPI","TRPM4","CEACAM5","FGF23","PHGR1","EPCAM","NNMT","SPARC","RRBP1","AGR2","LTBR","SELENBP1","SERPINH1","IGFBP4","CD59","MGP","SOD2","SERPING1","ID1","EPS8","S100A16","CTNND1","DST","HSPA1B","ID3","HSPA1A","MGLL","GSN","TFF3","FN1","RHOC","CALD1","COL1A2","IER3","GPX2","FXYD3","TUBA1C","TM4SF1","MDK","ACADVL","CTGF","CYP3A5","C1R","KIAA1328","TPM4","EFHC1","KLF5","CAV1","EMP1","C1S","NR4A1","CYR61","EPAS1","COL1A1","NUPR1","BGN","DCN","TSPAN8","TMEM176A","PIGR","LAMA4","S100A10","MTRNR2L4","TAGLN","TMPRSS4","FBXO15","SERF2","ACTN1","COL4A2","PRSS3","SLC44A4","MUC12","CD151","LRRK1","JCHAIN","BAZ2B","MPST","RPL18A","LMO7","LAMB1","TMC5","PDGFA","COL4A1","TSPAN1","MYO15B","PRSS23","LAMB2","SPTBN1","EGR1","FABP1","AKAP9","EPS8L3","COL3A1","CXCL2","MIPOL1","MYO6","ADAM32","TMEM176B","UACA","HDLBP","LLGL2","EMP2","FSTL1","NQO1","LGALS3BP","PHLDA2","PPP1R15A","SQSTM1","RAB13","FCGRT","RNASE1","PLK2","SAT1","MTUS1","SPARCL1","JUP","ABCC3","PLAUR","ENG","ERN2","NEAT1","SSFA2","HSPG2","ASS1","TMEM45A","APLP2","EFNA1","SZT2","CDH17","PMP22","CTTN","FSIP2","NRP1","RAC1","GADD45B","CD24","HIST1H2AM","CD63","TGFBI","TGM2","SPTLC3","FHL2","HOOK2","GPRC5A","PTPRK","XAF1","ZFP36L1","CCDC122","ITGB4","CEACAM6","CLDN7","PLEKHA5","TPM2","ETS2","PPFIBP1","GNG11","EHD2","CLN5","FLOT1","CLIC1","MUC5B","ROCK1P1","TUBB6","FLNB","JUN","ANXA4","KRT20","ASL","S100A11","EHF","FOS","GRN","INTU","NFKBIZ","TAX1BP3","EEF1A1","MUC4","PDLIM7","A2M","LDLR","ADM","MYO1E","TSC22D1","S100A13","ATXN3","ATF3","PPIC","FAM3D","ACTA2","CTNNA1","STK3","TINAGL1","PEAK1","ESAM","MGST1","CDKN1A","PLS3","FOSB","NCOR1","INF2","GAS6","LUM","FCRL5","EPS8L2","DSP","RASEF","CRIP2","PDLIM5","HYAL2","LPP","CNN3","COL6A1","PCOLCE","ZNF638","SERPINB6","SVIL","TMEM54","PLXNB2","CAST","ADAMTSL3","KLF4","CRISPLD2","ASPH","S100P","MLPH","MECOM","TIMP3"]
[null,"CIBERSORT",null,"CCL4","IGLL3P","MMP9","TPSAB1","CXCL9","PRF1","CPA3","GZMB","CCL19","CXCL10","IDO1","GUSBP11","GNLY","NCF2","CCL22","CCL5","CD3D","FCN1","FPR1","LTB","GZMA","IL7R","LAMP3","IL2RB","PRG2","FCGR3B","HPGDS","CLC","MS4A1","MNDA","CD247","IGHD","CCR7","NKG7","EBI3","CD2","KLRB1","TNFAIP6","SELL","MZB1","ACP5","VNN2","GZMH","CST7","GZMK","MS4A6A","IL1B","CXCR2","FAIM3","BCL2A1","LCK","ADGRE1","MMP12","CD38","CD1B","CD37","ITK","IRF8","CD79A","AIF1","CD1A","AQP9","S100A12","C5AR1","CTSW","CD40","SAMSN1","KLRK1","HCK","HDC","P2RX5","CD69","CCL18","KLRF1","TCL1A","CD27","PLA2G7","BANK1","CD4","LY86","LST1","C3AR1","HLA-DQA1","IL4R","APOBEC3G","APOL3","BIRC3","FAM65B","SIK1","LAT","ADAMDEC1","CHI3L1","RNASE6","CD8A","P2RY14","CD1C","CXCL11","RSAD2","KLRD1","FOSB","CXCL13","KYNU","ZAP70","CD3E","BCL11B","CLEC7A","PMCH","CSF3R","CYP27A1","PTPRCAP","SLC15A3","IL18RAP","CD1E","CCL13","HLA-DOB","CD19","KIAA0226L","CD7","TREM1","GPR171","RASGRP2","CLEC4A","PIK3IP1","CXCL3","TLR2","IGSF6","ICOS","PVRIG","GPR65","TNFRSF17","CD300A","CTSG","TCF7","PASK","IFI44L","CLEC10A","APOBEC3A","FPR3","PTGER2","RNASE2","CD79B","TREM2","SIGLEC1","IL2RA","IFNG","LRMP","MYB","CYP27B1","RGS1","CCL17","CCR3","SKAP1","IL9","SPIB","FCER1A","PNOC","TRIB2","ELANE","SLC2A6","DUSP2","EGR2","P2RY13","LILRB2","SLAMF1","CCND2","CLIC2","GPR183","SPOCK2","DPEP2","FCGR2B","AIM2","CCL20","ZNF165","CHST15","EAF2","ADRB2","KLRG1","DGKA","CXCR1","CD80","CCL23","EMR3","FCRL2","BHLHE41","EMR2","ATHL1","CD3G","CCL8","CXCL5","CD86","HHEX","C1orf54","TBX21","ZFP36L2","MGAM","STAP1","MAP4K1","MS4A2","NPL","RGS13","GPR97","HK3","CHI3L2","CTLA4","QPCT","CD96","SIT1","GZMM","CD6","BACH2","CFP","NR4A3","VPREB3","MMP25","ALOX5","FFAR2","PBXIP1","SH2D1A","CLEC2D","LTA","CD160","GPR18","TNFRSF10C","SIRPG","MAN1A1","TRAT1","NCR3","PPBP","RASSF4","FPR2","TNFRSF4","CD8B","SLAMF8","CD5","CDA","BLK","CD180","SPAG4","CD22","P2RX1","RASGRP3","LAIR2","CD209","BMP2K","CD244","IL1A","CD68","CCR5","DCSTAMP","HSPA6","CCR2","TLR8","NFE2"]
["Immune checkpoint blockade therapy response","TIDE",null,"KCNMA1","ADAM19","NDST3","VOPP1","CD5","IL2RB","RORA","GPR155","BTN3A1","ICOS","TREML1","PDCD1","ZNFX1","NLRC5","POU2F2","ADGRG5","ELMO1","SPN","NFATC3","TGFB1","ANKRD29","PNMT","STARD3","ARID3B","KCNA5","LRMP","FAM65B","COQ10A","SERPINB9","NDST4","DNAJC30","TMPRSS3","USH1G","GUCA1A","VSNL1","COL11A2","SFN","NAV2","ADAMTS17","WNT10A","XCL1","KHNYN","MAL","WFS1","DIDO1","NUB1","LIME1","TMEM130","AXIN2","CACNA2D2","BMP4","PDE1A","GRK2","KCNA3","KLRB1","SPOCK2","CD6","PVRIG","LY9","FCRL5","PIM2","RHOF","ZBTB32","IL21R","ZBTB7A","LRRC15","AMPD3","SOX10","CCDC43","TRIT1","HDAC2","ATP5C1","PAPSS1","PGM3","COPB2","PHGDH","LMBRD2","DXO","HSDL2","PEX13","NDUFS2","COPG1","TIPRL","ST3GAL6","SESTD1","DDX59","PPP3CA","SNRNP48","SEC23A","OSTC"]
[null,"IMPRES",null,"ADORA2A","BTLA","C10orf54","CD200","CD200R1","TNFRSF12A","CD27","CD274","CD276","CD28","CD40","CD40LG","CD70","CD80","CD86","CEACAM1","CTLA4","TNFRSF25","LGALS3","HAVCR1","HAVCR2","ICOS","ICOSLG","IDO1","IL2RB","KIR3DL1","LAG3","LAIR1","PDCD1","PDCD1LG2","PVR","PVRL2","SLAMF1","TIGIT","TNFRSF18","TNFRSF4","TNFRSF9","TNFSF14","TNFSF18","TNFSF4","TNFSF9","VTCN1"]
[null,"T cell-inflamed gene expression profile",null,"CCL5","CD27","CD274","CD276","CD8A","CMKLR1","CXCL9","CXCR6","HLA-DQA1","HLA-DRB1","HLA-E","IDO1","LAG3","NKG7","PDCD1LG2","PSMB10","STAT1","TIGIT"]
[null,"T cell dysfunction",null,"POU2AF1","KCNJ13","FOXP3","SELL","ITGB8","CDH1","LRRC32","MID1","IKZF2","CXCR6","SATB1","BUB1","FGL2","ALAS2","ST6GAL1","CCNB2","BTLA","KIF11","HMMR","PENK","CRLF1","CCNA2","GPR83","NCAPG","GLP1R","TPX2","ADGRE1","NUF2","LYZ","HIST1H2BB","DPT","WLS","KIF5C","PLK1","HLA-DQB1","AURKB","PRR11","MYO6","LPAR4","PLAGL1","CD53","CD80","RRM2","GXYLT2","HIST1H2AD","IRGM","MKI67","SKA3","KIF20A","NCAPG2","STIL","CCL5","FSCN1","KIF2C","FCGR3A","FCGR3B","IFI44","PLXNC1","NT5E","FCER1G","ANLN","KIF15","CYBB","MASTL","F2R","SHCBP1","USP18","ODF3L1","GZMK","CXCL10","HIST1H2BN","AKR1C3","HLA-DQA1","ARHGAP19","IL10","TYROBP","NRN1","FAM160A1","CD244","ID2","FBXO5","PRC1","ZBP1","IGFBP4","MGLL","DEPDC1","NEIL3","NEDD9","CDCA7","TGFBI","CD28","CDCA5","ASB2","ESCO2","PTPRC","ECM1","PSMB9","SPAG5","HAPLN1","KLRD1","DAPL1","CEP55","CCR5","SPC25","SNN","IFI16","PTPRJ","KIAA1524","MIS18BP1","ETV5","KIF18B","STMN1","RACGAP1","FANCD2","FOLR2","FAM81A","CORO2A","DAPK2","PDE8A","OSBPL3","CA2","E2F2","SERPINB2","CLEC12A","MS4A7","CD180","DPP4","OAS2","MYB","CCR2","HLA-DRB5","SPRY2","FYN","PLD4","XAF1","HCST","SLC7A8","CD84","KIF4A","CD74","MYO1F","CYTH4","IL7R","ALCAM","CLEC7A","EMB","CD200R1L","LGI4","ITGA1","AGTRAP","ARHGAP20","CD83","LY96","ERBB3","XYLT1","TMEM59L","CHST2","CENPH","CHN2","IKZF4","ANKRD55","MRPL18","CD200R1","RTN4RL1","SLC29A1","MTHFD1","NEB","TXK","GPR55","SCRG1","RRAGD","TRAT1","ABI3","SAMD9L","SCIN","CDHR2","FXYD1","LRRK1","BUB1B","PKN3","SPP1","FXYD3","MYADM","FIGNL1","S100A9","IL2RB","CISH","TNFRSF8","CASP1","ACTN2","FAM129A","USP20","CCL3L3","HK2","CXCR4","PGM2L1","CD96","MAF","GART","RRAS2","VPS54","C19orf38","RLN3","UHRF1","USP33","MLH3","MRPL34","GRINA","HOXA7","MTHFD1L","NUSAP1","CCR6","ZBTB32","FLNB","FKBP4","LDLRAD4","EHD3","PHLPP1","ITGAE","CCR8","GPC6","MGRN1","RGS1","BZW2","IFNGR1","HIST1H2AB","SEMA6A","CHIC2","CDHR4","BAHCC1","MCM2","VAMP4","SLC35F1","BCL2","RTP4","KCNN4","TP53INP1","CD200","INTS12","PDK3","SLC9A7","MYO1E","PPM1B","HIST1H2AH","ZSCAN29","ANKRD12","PGAM1","MRPS5","F11R","GPR52","OXCT1","PPA1","GINS4"]
[null,"T cell exclusion",null,"COL3A1","COL1A2","COL1A1","CXCL10","CTSK","THBS2","F13A1","COL6A3","C1S","COL5A1","C3","FCER1A","CCL17","SFRP2","CXCL9","COL6A1","C1R","VCAN","MXRA5","GBP4","MMP3","ISLR","DCN","COL5A2","FOXQ1","CRISPLD2","CDR1","IDO1","CXCL14","COL12A1","FCGR1A","AEBP1","LUM","ESPNL","FCGR1B","MMP1","CD1A","SERPINF1","TIMP2","GATM","ANKRD22","IGFBP5","IL13RA2","GBP1P1","GBP5","APOBEC3A","SPARC","SERPINE2","PLAT","SULF1","CCL13","BGN","EDN1","PALLD","DKK3","CT45A1","COL8A1","GALNT18","TIMP1","RARRES2","SCG5","HAPLN3","C11orf96","FBN1","TMEM158","IFIT3","THY1","PCOLCE","CYR61","EFEMP1","MAP3K7CL","GCH1","FBLN1","CXCL1","GBP1","MAOA","MAGEA4","RAMP1","VSIG4","STAB1","MAGEA3","CCL26","SSPN","CCL23","FDCSP","GPR84","PARM1","RSAD2","XAGE1B","IL1B","BHLHE41","IGFBP3","MRC1","CTHRC1","CD1E","BMP2","ITM2C","IL27","LCN2","CCL8","CALCRL","CLEC6A","IFI27","CA12","MRGPRX3","CRH","RRM2","GPC4","RGS18","MS4A6A","DHRS2","PON2","OCSTAMP","COL9A3","UBE2C","FPR2","IFIT2","ALOX15","ID1","RAB33A","RGCC","AKAP12","IL6","WWTR1","SLC6A12","CCL18","SPOCK1","KRT18","FAM198B","MT1H","CT45A5","CDK14","TNC","CLLU1OS","FBP1","DCBLD2","LGALS2","G0S2","MT1M","PTGS2","IL17RB","FABP4","BATF2","CCNB1","CMTM8","SFRP1","METTL7B","FPR3","HAS2","LGALS3BP","QPRT","MOCOS","CDR2L","DKK1","TREM2","MAGEC2","CCL7","S100A16","PAGE5","PRAME","SLAMF7","KRT6B","RARRES3","DUOXA1","CD52","FAT1","APOBEC3B","JAG2","ABCC4","NCF1B","ITGA2","PMEPA1","TM4SF1","SYT17","CLEC5A","MAGEA2","SERPINA3","PLBD1","A2M","IL1RN","TUBB3","POPDC3","PPP1R14A","S100A13","PDGFC","ASPM","GTSF1","CHIT1","GPT","YAP1","FAM189A2","RASAL1","CNN3","IPCEF1","RCBTB2","ZNF366","MAP4K1","JAKMIP2","RAB30","LIPA","HSD11B1","MMP7","PCED1B","SH3BP4","SPINK1","CCL24","PTPRC","LAPTM5","RRS1","IGSF6","CD93","RNASE1","C1orf162","IL2RG","ITGAM","LY86","HCLS1","PECAM1","MNDA","SPP1","GPR183","SRGN","CD36","CLEC7A","CLEC12A","CEBPA","MATK","FGL2","JCHAIN","AKR1C1","CRTAM","FOLR3","BLNK","NCF2","IQGAP2","CLEC4A","HCST","ITGB2","ACP5","VAMP8","ITGA6","CSF2RB","PNP","GLIPR2","VWF","LPL","CD84","TSPAN13","UCP2","ARHGDIB","ECSCR","S1PR1","PODXL"]
[null,"Differential expression genes of \nimmune checkpoint block response",null,"B2M","KRT8","PDIA3","RPN1","KNTC1","CEP192","UGGT1","PDIA4","SUPT5H","TPM3","SMG7","SMARCA2","TOPBP1","NCAPG2","CCT8","CXCL9","HNRNPR","LIG1","NCAPG","ESPL1","HAX1","NUSAP1","KIF15","DYNLL1","TMEM67","HIST1H3D","SCARB1","PWP1","INCENP","DCAF13","ANAPC7","TMX2","KIAA1524","CBX5","CDK2","HIST1H3G","FAM122B","CDC20","CSNK2A1","GTSE1","PRIM2","SEPHS1","NFYB","CKAP5","ALG5","RRN3","RSRC1","CCNE2","UBE2L6","KIF18B","VBP1","PSMC3IP","TTF1","HIST1H3I","ARPC5","EXOSC2","HAUS1","STAT1","IGFBP4","PPM1H","ASS1","ENOX2","RNFT2","ASRGL1","ILF2","TXNDC9","DBF4B","COPB2","NME7","ZNHIT3","SOCS6","STMN1","PAIP1","AGPAT4","ZNF286A","RIC8B","AKR1B1","HSPG2","ZWILCH","ANP32E","OSBP","HIST3H2BB","ADD2","HIST2H2BF","MCM4","POP7","CFH","COPA","YAE1D1","MKI67","FOPNL","MCM2","GALNT12","RPA1","MELK","CCT3","STIP1","BMS1","HMGB2","RAB11FIP1","MCM6","HSP90B1","HAUS6","BRCA2","HNRNPA2B1","EIF2AK1","LMAN1","CDC16","RABGAP1L","GLE1","DROSHA","CHST3","PEA15","PRKG1","UBE2C","LSG1","HELLS","GTF3C1","CHEK1","UBA2","TARS","TSN","RMI2","FMR1","FAM111B","NCSTN","PLK4","RAD23B","CENPF","CSTF2","MCM8","KRT18","RNASEH2A","KIF2C","CDCA2","SMC3","BRIP1","IER3IP1","CALR","KPNA2","JTB","ANKRD27","PPP1CC","COPZ1","RRM1","HIST1H3H","ATAD2","SNRPD1","RPA3","SLIT3","TOMM34","CACYBP","TFDP1","HIST1H2BF","TXNL1","TROAP","NUF2","PARP1","HNRNPL","SF3B2","CLPTM1L","CDCA8","TIMELESS","TIMMDC1","CHAF1A","DAPK1","GGCX","DHX9","LTBP2","STK38","CENPE","LSM3","MAGOHB","SYF2","DEPDC1B","TOP2A","MCM10","MAPRE1","CDK5RAP2","HIST1H2AH","CKAP2L","ADAR","RBM8A","SYNPO","TUBB3","HNRNPF","RFC3","PSMA4","MSH6","HIST1H2AG","DOCK3","KIF20A","HIST1H2BN","FOXM1","SMC1B","MCM7","BEND7","DHX38","MRPS23","XPR1","NUDT5","HM13","TRAFD1","ATAD5","XPOT","WDR62","XKR9","LSM14A","HDGF","SKP2","ALDH5A1","HMMR","GSTCD","SMC2","SRSF3","GATS","CEP89","RFWD2","ORC6","RAD21","PRPF3","PSMB2","PSENEN","DNMT1","POLE","SEC61A1","ACAP2","DIAPH3","TYMS","CHD1L","TM9SF2","SKA1","HNRNPM","MPHOSPH9","HIST1H2BO","ASNS","EPRS","RCC2"]
["Prognosis",null,null,"SERPINH1","SLC16A3","STIP1","KDELC1","KIF20A","THBS3","SHCBP1","KPNA2","FOXM1","TUBA1B","ANLN","FBXL5","DIAPH3","PLK1","CBX7","MAP4K4","CKAP4","CORO1C","KYNU","FSCN1","TM4SF19","CCNB1","GALNT2","CHDH","YARS","RAN","CRY2","PWP1","SNAI2","TUBB6","DBN1","BDH2","CIRBP","PLOD2","KIF23","SLC16A12","LOXL2","PLAU","SAE1","ANXA2","SRGAP1","ASAP1","HSPA4","CDC20","IPO9","KPNB1","TPD52L2","AURKA","FSTL1","EPB41L4A","CCT3","ISCU","LDHA","TAPT1","SFXN3","ITGA5","PDLIM7","CISH","FAAH","SLC3A1","HSPD1","DENND1C","SUOX","ITGB6","NCAPG","RACGAP1","CYFIP2","CUBN","CCNB2","FHL3","PRC1","HERPUD1","SERPINE1","ABAT","HJURP","TRIM32","SPATS2","DHRS12","P4HA1","PLXNB1","ALDH2","CDCA3","CBR4","METTL7A","BBS12","CCDC28A","CNOT6L","FOSL1","PSMD14","TGFB1","ITGB1","EIF4E3","PEX11G","TXNDC11","ARL4C","MBOAT2","EXO1","CTSO","GLRX2","RTTN","FAM83A","TDG","SEMA4D","DENR","PHF19","TGFBR1","ASPH","SACS","C1QTNF6","DKK1","DNAJB9","TFEC","MAT2B","SEPSECS","TROAP","PPME1","CHORDC1","PXDN","BAG2","TMEM81","SLC39A1","KIF4A","PGPEP1","CDC25C","DLGAP5","YWHAZ","NEIL3","TUBA1C","SKA1","TPM4","PLOD1","HDAC4","SMS","DCBLD2","IKBIP","NCBP1","LGALS1","CYB5D1","NT5DC2","FKBP1A","IMPDH1","CDKN3","CRB3","BMP1","FBXO44","EZH1","PTPN6","TMOD3","DNAJC28","QSOX2","MAFK","DTL","ACTB","CSNK1E","PSMD2","PDK2","GIMAP6","UCK2","USP2","CYP4V2","EMX2","RAB35","ACTN1","STRAP","CRBN","FKBP10","UBE2V2","NEK2","CIITA","CDCA4","MPZL1","MMAA","PSMA1","KLHL26","XPOT","CDCA5","RELT","BUB1B","PXN","N4BP2L1","ARHGAP11A","LDHD","TADA2B","GANAB","DNAJB4","BOP1","ZNF396","HTATIP2","CPEB3","ZNF181","SNAI1","SPNS1","GAPDH","SLC7A5","KIF14","NUDT18","YWHAG","DDAH1","SALL1","CD74","SLC47A1","FGD1","ALDH5A1","PA2G4","CDCP1","DUSP5","CREBL2","LMBRD1","CENPO","LAPTM4B","SLC1A1","PLD4","XPC","AGPAT4","DBP","ABHD6","UBE2T","PSD4","NOLC1","CERCAM","P2RY8","ZNF207","NR3C2","MARVELD1","TYMS","CHRFAM7A","EHHADH","NPR3","TCTA","GTSE1","GARS","IARS","ZCWPW1","SHC1","AGFG2","B4GALT2","NID2","GBP4","SET","CENPN","NKIRAS2","DOCK8","CRYL1","TBCE","GNA12","ZNF19","TXNRD1","SLC25A37","EIF3J","ZNF441","RABIF","PSMD11","TMEM185B"]