{"text_format":"3","workbook":"xls","n_sheets":3,"sheets":["Brain tumor signature","Hallmark gene sets","Immune gene sets"],"read":"whole","date_system":"1900","formulas":"cached_only"}

{"sheet":"Brain tumor signature","index":0,"n_rows":6,"n_cols":6,"rows_kept":6,"merged":[[1,0,1,5],[2,1,2,4],[4,0,5,0],[4,5,5,5]],"flags":["formulas_cached_only"]}
["Supplementary Table 4. Gene set enrichment analysis result for different functional categories."]
["Gene set related to brain tumor unique properties"]
[null,"C2 versus C1"]
[null,"Signature","P-value","Enrich score","Normalized \nenrich score","Gene sets"]
["Microglia and \nreactive gliosis ","Signature1",0.1272713,0.3532779,0.3532779,"CEP78, LSM3, LRRC40, STK17A, RPN1, JUNB, NUP85, FLNC, HMGN2, RPP40, UQCR10, AIMP2, CHEK1, VTA1, EXOSC8, CENPO, PNO1, SLC16A1, WDR77, UBE2J1, NOP16, NUDT1, SMC2, SLC25A5, NUPL1, DLEU2, PDAP1, CCBL2, COX17, BCCIP, PLG, RGS8, SNRPC, PLK4, NUTF2, LSM4, SMS, EBNA1BP2, C13orf27, VDAC1, PSMD14, MYCBP, SMURF2, GNG11, F3, IL7R, BRIP1, HNRNPA2B1, DCK, ALKBH7, HN1L, MSN, TPM1, HYLS1, HAUS1, NUP93, SNRPE, ITGA6, CENPN, C11orf24, GGH, PFKP, FARSA, EIF2AK1, CENPW, TUBA4A, TRA2B, UMPS, MRTO4, NUDT15, PGM2, DBNDD1, SNRPB, MNAT1, NUP35, TCEB1, HSPB11, C19orf48, ID3, IPO4, FARSB, EIF4G1, SKA1, MFSD11, PLAUR, MARVELD2, MCM3, DHFR, RNF41, ID2, H2AFZ, CDK2, NCLN, ZWILCH, DYNLT1, C16orf61, SLC25A40, RHOC, CCT5, PDIA4, SNRPA, RBM14, PDLIM7, PITPNC1, TPM3, CORO1C, ERLIN1, PAICS, TPRKB, SKA2, MYBL1, SH3BP5L, BRCA2, SAR1A, POLR3K, MRPS28, NUP107, TUBG1, PNN, FAM167A, RFC3, MYL6, MCM7, MAGOHB, FAM89B, TOMM40, CDCA4, MT3, MTHFD1, PSMD12, MYBL2, CKLF, NRIP3, EZR, C12orf24, GPLD1, SRM, RAB3B, NLN, MT1F, TNFRSF12A, TPI1, HAS2, APOO, FBXO41, MRPL37, GSTCD, SDC1, WDR54, RNF138, APITD1, RMND5B, ENO1, MAP3K8, TMEM130, SNX17, KRR1, TAGLN, PA2G4, RUVBL1, SNRPD1, LOXL2, POLE2, MAPRE1, IMP4, EMP2, PSMD2, MET, IFRD2, LMNB2, PLOD2, NCEH1, NME1, STRA13, ACTL6A, DLEU1, SNRPA1, CBX1, LYAR, PTPLB, PFN1, CENPJ, COTL1, SPRYD7, USPL1, MRPL12, ADAMTS1, GLRX3, WSB2, MRPS16, DCLRE1B, MKKS, C3orf26, CPEB4, SPAG17, MLF1IP, UAP1, COQ2, WDHD1, DCBLD2'⋯'PSME2, NEDD1, FAM111A, PIGA, OFD1, AP2S1, MTIF3, TPRKB, POP4, PLK4, PPP2R3C, AK2, RAD21, NFATC2IP, GAMT, SEC13, C1orf122, TUBGCP3, EBNA1BP2, SAP30, IKBKG, TUBA1B, NUDT21, WDR54, CYCS, CBWD3, BHLHE40, STIL, UCHL3, GGCT, GART, SS18L2, NME4, RCC1, TIMM10, RMDN1, MPC1, GLRX2, DNAJA4, ABHD13, TMEM256, DDX46, PDCD5, AC138649.1, DR1, H2AX, PHF12, RFC2, CCDC18, RPA3, CCNA2, DCAF12, RANBP1, LENG1, BARD1, CD58, CREBL2, ORMDL2, CYTOR, IDH2, PCID2, RPF2, CDC123, PPP1R15A, RFC4, MRPL37, HMGN2, CREB5, PCSK7, MGAT2, ERI3, MCM3, NRM, TECR, DVL2, GLT8D1, DEPDC1, SLC37A4, CCR1, RNF168, SKA3, GINS2, PHF19, CACYBP, ZNF595, ASAP1, FUNDC1, BUB3, CEP43, IL10RB, UHRF1, GINS1, COA8, MRPL20-AS1, TACC3, TROAP, UBE2T, BRCA2, TRIP6, MRPL42, ABCE1, DUT, PYM1, FAR2, KIF22, CKAP2, ID1, WDFY1, DHFR, ASPM, MICU1, SGO2, CENPH, GTF2F1, CCDC34, TEX30, DTYMK, PIK3R4, SPAG5, HJURP, PLK1, H2AZ1, HIRIP3, MRPS12, TAF4, POLE3, ZDHHC12, KIF11, ICAM3, C4orf46, RABL3, ALG3, H4C3, CENPF, MRPS22, NCAPD2, XRCC3, MCAT, DSN1, TMPO, CENPS, GMNN, SVIP, TBC1D10B, CDCA8, CKAP2L, CTPS1, WDHD1, ASF1B, PCLAF, CKS2, RNASEH2A, CKS1B, XRCC4, ATAD2, FEN1, NUF2, PBK, TRAF3IP2, ESCO2, SHCBP1, PRC1, HMGB2, ORC6, TPX2, SPC25, BIRC5, ITGB3BP, SGO1, CCNF, AURKA, CCNB1, KPNA2, KIF23, PIMREG, CDCA4, FAM83D, KIF2C, BUB1, PCNA, CDCA5, ANLN, HELLS, TCF19, CCNB2, TOP2A, HMMR, AURKB, NDC80, ZWINT, CDKN3, RRM2, UBE2C, KIF4A, NUSAP1, GTSE1, CDK1, DIAPH3, CDCA3, TK1"]
[null,"Signature2",1.00035e-05,0.6772358,0.6772358]

{"sheet":"Hallmark gene sets","index":1,"n_rows":53,"n_cols":6,"rows_kept":53,"merged":[[0,0,0,5],[1,0,2,0],[1,1,1,4],[1,5,2,5]],"flags":["formulas_cached_only"]}
["Cancer hallmark genes sets"]
["Pathways","C2 versus C1",{"$nulls":3},"Gene sets"]
[null,"P-value","Adjusted \nP-value","Enrich score","Normalized \nenrich score"]
["HALLMARK_TNFA_SIGNALING_VIA_NFKB",{"v":3.00745849707274e-05,"d":"3.01E-05"},{"v":0.000187966156067046,"d":"1.88E-04"},0.439348437416795,1.64566768316131,"JUNB, CXCL2, ATF3, NFKBIA, TNFAIP3, PTGS2, CXCL1, IER3, CD83, CCL20, CXCL3, MAFF, NFKB2, TNFAIP2, HBEGF, KLF6, BIRC3, PLAUR, ZFP36, ICAM1, JUN, EGR3, IL1B, BCL2A1, PPP1R15A, ZC3H12A, SOD2, NR4A2, IL1A, RELB, TRAF1, BTG2, DUSP1, MAP3K8, ETS2, F3, SDC4, EGR1, IL6, TNF, KDM6B, NFKB1, LIF, PTX3, FOSL1, NR4A1, JAG1, CCL4, GCH1, CCL2, RCAN1, DUSP2, EHD1, IER2, REL, CFLAR, RIPK2, NFKBIE, \nNR4A3, PHLDA1, IER5, TNFSF9, GEM, GADD45A, CXCL10, PLK2, BHLHE40, EGR2, SOCS3, SLC2A6, PTGER4, DUSP5, SERPINB2, NFIL3, SERPINE1, TRIB1, TIPARP, RELA, BIRC2, CXCL6, LITAF, TNFAIP6, CD44, INHBA, PLAU, MYC, TNFRSF9, SGK1, TNIP1, NAMPT, FOSL2, PNRC1, ID2, CD69, IL7R, EFNA1, PHLDA2, PFKFB3, CCL5, YRDC, IFNGR2, SQSTM1, BTG3, GADD45B, KYNU, G0S2, BTG1, MCL1, VEGFA, MAP2K3, CDKN1A, CCN1, TANK, IFIT2, \nIL18, TUBB2A, IRF1, FOS, OLR1, RHOB, AREG, NINJ1, ZBTB10, PLPP3, KLF4, CXCL11, SAT1, CSF1, GPR183, PMEPA1, PTPRE, TLR2, ACKR3, KLF10, MARCKS, LAMB3, CEBPB, TRIP10, F2RL1, KLF9, LDLR, TGIF1, RNF19B, DRAM1, B4GALT1, DNAJB4, CSF2, PDE4B, SNN, PLEK, STAT5A, DENND5A, CCND1, DDX58, SPHK1, CD80, TNFAIP8, CCNL1, FUT4, CCRL2, SPSB1, TSC22D1, B4GALT5, SIK1, CLCF1, NFE2L2, FOSB, PER1, NFAT5, ATP2B1, \nIL12B, IL6ST, SLC16A6, ABCA1, HES1, BCL6, IRS2, SLC2A3, CEBPD, IL23A, SMAD3, TAP1, MSC, IFIH1, IL15RA, TNIP2, BCL3, PANX1, FJX1, EDN1, EIF1, BMP2, DUSP4, PDLIM5, ICOSLG, GFPT2, KLF2, TNC, SERPINB8, MXD1"]
["HALLMARK_HYPOXIA",0.00130582397492818,0.00384065874978876,0.400278580863138,1.48592587831624,"PGK1, PDK1, GBE1, PFKL, ALDOA, ENO2, PGM1, NDRG1, HK2, ALDOC, GPI, MXI1, SLC2A1, P4HA1, ADM, P4HA2, ENO1, PFKP, AK4, FAM162A, PFKFB3, VEGFA, BNIP3L, TPI1, ERO1A, KDM3A, CCNG2, LDHA, GYS1, GAPDH, BHLHE40, ANGPTL4, JUN, SERPINE1, LOX, GCK, PPFIA4, MAFF, DDIT4, SLC2A3, IGFBP3, NFIL3, FOS, RBPJ, HK1, CITED2, ISG20, GALK1, WSB1, PYGM, STC1, ZNF292, BTG1, PLIN2, CSRP2, VLDLR, JMJD6, EXT1, \nF3, PDK3, ANKZF1, UGP2, ALDOB, STC2, ERRFI1, ENO3, PNRC1, HMOX1, PGF, GAPDHS, CHST2, TMEM45A, BCAN, ATF3, CAV1, AMPD3, GPC3, NDST1, IRS2, SAP30, GAA, SDC4, STBD1, IER3, PKLR, IGFBP1, PLAUR, CAVIN3, CCN5, LARGE1, NOCT, S100A4, RRAGD, ZFP36, EGFR, EDN2, IDS, CDKN1A, RORA, DUSP1, MIF, PPP1R3C, DPYSL4, KDELR3, DTNA, ADORA2B, HS3ST1, CAVIN1, NR3C1, KLF6, GPC4, CCN1, TNFAIP3, CA12, HEXA, BGN, \nPPP1R15A, PGM2, PIM1, PRDX5, NAGK, CDKN1B, BRS3, TKTL1, MT1E, ATP7A, MT2A, SDC3, TIPARP, PKP1, ANXA2, PGAM2, DDIT3, PRKCA, SLC37A4, CXCR4, EFNA3, CP, KLF7, CCN2, CHST3, TPD52, LXN, B4GALNT2, PPARGC1A, BCL2, GCNT2, HAS1, KLHL24, SCARB1, SLC25A1, SDC2, CASP6, VHL, FOXO3, PDGFB, B3GALT6, SLC2A5, SRPX, EFNA1, GLRX, ACKR3, PAM, TGFBI, DCN, SIAH2, PLAC8, FBP1, TPST2, PHKG1, MYH9, CDKN1C, GRHPR, \nPCK1, INHA, HSPA5, NDST2, NEDD4L, TPBG, XPNPEP1, IL6, SLC6A6, MAP3K1, LDHC, AKAP12, TES, KIF5A, LALBA, COL5A1, GPC1, HDLBP, ILVBL, NCAN, TGM2, ETS1, HOXB9, SELENBP1, FOSL2, SULT2B1, TGFB3"]
["HALLMARK_CHOLESTEROL_HOMEOSTASIS",0.651275871546056,0.77532841850721,0.270179775819744,0.902822664296215,"FDPS, CYP51A1, IDI1, FDFT1, DHCR7, SQLE, HMGCS1, NSDHL, LSS, MVD, LDLR, TM7SF2, ALDOC, EBP, SCD, PMVK, MVK, LPL, SC5D, FADS2, HMGCR, HSD17B7, ANXA13, SREBF2, PCYT2, ACSS2, ATF3, ADH4, ETHE1, ECH1, CBS, GUSB, FASN, LGALS3, ATF5, ANXA5, TP53INP1, CHKA, GSTM2, ACAT2, AVPR1A, PLSCR1, CLU, ERRFI1, TRIB3, CXCL16, TNFRSF12A, ACTG1, JAG1, LGMN, FBXO6, GPX8, PNRC1, ANTXR2, MAL2, CD9, PPARG, \nGLDC, STX5, STARD4, CTNNB1, TMEM97, NIBAN1, PDK3, PLAUR, SEMA3B, GNAI1, ABCA2, ATXN2, NFIL3, ALCAM, FABP5, S100A11, CPEB2"]
["HALLMARK_MITOTIC_SPINDLE",0.000703135986499789,0.00234378662166596,0.409655336323412,1.52073454472807,"ARHGEF2, CLASP1, KIF11, KIF23, ALS2, ARF6, MYO9B, MYH9, TUBGCP3, CKAP5, RACGAP1, PREX1, ARHGEF3, NUMA1, SPTBN1, KIF2C, KIF5B, TTK, APC, CEP250, PAFAH1B1, CDC42EP2, KIF3B, CCDC88A, KIF15, BIRC5, CNTROB, NF1, TSC1, CDC27, CNTRL, TUBGCP5, KIF4A, MAPRE1, FGD6, BRCA2, PLK1, RASA1, NEK2, WASF1, TOP2A, TRIO, ARHGEF11, KATNB1, PRC1, ANLN, CDK5RAP2, SMC3, TUBGCP2, ESPL1, MAP1S, ARHGAP27, DOCK4, SAC3D1, \nINCENP, ARHGAP5, GSN, NET1, LRPPRC, RABGAP1, FLNB, ARAP3, FGD4, ABR, CENPJ, NCK1, CENPF, KIF20B, WASF2, MYH10, CENPE, CYTH2, MID1, KLC1, MARK4, ARL8A, CEP57, UXT, ARHGAP4, CDC42EP4, SASS6, LATS1, OPHN1, WASL, MAP3K11, SOS1, ABL1, TIAM1, KIF1B, ITSN1, SHROOM1, NCK2, DLGAP5, BCR, RANBP9, EPB41L2, SEPTIN9, KATNA1, TUBD1, TPX2, KIF3C, SHROOM2, TUBGCP6, SPTAN1, PALLD, ARFIP2, KNTC1, HOOK3, SUN2, \nMID1IP1, DLG1, FLNA, ARHGAP10, CDC42BPA, ARHGEF12, MARCKS, NIN, PCM1, RALBP1, EZR, SSH2, CDK1, RAB3GAP1, FARP1, SYNPO, RHOF, ECT2, EPB41, RAPGEF6, KIF22, PCGF5, STAU1, ARHGDIA, AURKA, FBXO5, NUSAP1, PXN, BCAR1, CD2AP, AKAP13, HDAC6, CEP131, LLGL1, ATG4B, PCNT, ALMS1, KPTN, DST, KIFAP3, PPP4R2, ARHGAP29, RASAL2, CCNB2, PIF1, RASA2, NEDD9, SMC1A, ACTN4, PKD2, CLIP2, CDC42, NDC80, TLK1, TAOK2, TBCD, CAPZB, DOCK2, CTTN, SMC4, ARFGEF1, TUBA4A, LMNB1, ABI1, ROCK1, CEP192, BUB1, GEMIN4, PLEKHG2, RICTOR, BCL2L11, DYNC1H1, FSCN1, ARHGEF7, DYNLL2, MYO1E, BIN1, NOTCH2, RFC1, PDLIM5, RHOT2, SORBS2, CDC42EP1, VCL, CLIP1, STK38L, YWHAE, RAPGEF5, CEP72, CSNK1D"]
["HALLMARK_WNT_BETA_CATENIN_SIGNALING",0.173882845844489,0.263458857340135,0.413039610961757,1.24703879354221,"MYC, CTNNB1, JAG2, NOTCH1, DLL1, AXIN2, PSEN2, FZD1, NOTCH4, LEF1, AXIN1, NKD1, WNT5B, CUL1, JAG1, \nMAML1, KAT2A, GNAI1, WNT6, PTCH1, NCOR2, DKK4, HDAC2, DKK1, TCF7, WNT1, NUMB, ADAM17, DVL2, PPARD, NCSTN, HDAC5, CCND2, FRAT1, CSNK1E, RBPJ, FZD8, TP53, SKP2, HEY2, HEY1, HDAC11"]
["HALLMARK_TGF_BETA_SIGNALING",0.24183421069322,0.32680298742327,0.348669343841423,1.16510047804371,"TGFBR1, SMAD7, TGFB1, SMURF2, SMURF1, BMPR2, SKIL, SKI, ACVR1, PMEPA1, NCOR2, SERPINE1, JUNB, SMAD1, \nSMAD6, PPP1R15A, TGIF1, FURIN, SMAD3, FKBP1A, MAP3K7, BMPR1A, CTNNB1, HIPK2, KLF10, BMP2, ENG, APC, PPM1A, XIAP, CDH1, ID1, LEFTY2, CDKN1C, TRIM33, RAB31, TJP1, SLC20A1, CDK9, ID3, NOG, ARID4B, IFNGR2, ID2, PPP1CA, SPTBN1, WWTR1, BCAR3, THBS1, FNTA, HDAC1, UBE2D3, LTBP2, RHOA"]
["HALLMARK_IL6_JAK_STAT3_SIGNALING",0.000846241963281355,0.00264450613525423,0.471555470198097,1.64317346963885,"IL4R, IL6ST, STAT1, IL1R1, CSF2RB, SOCS3, STAT3, OSMR, IL2RG, IFNGR1, TYK2, IL13RA1, TLR2, IFNGR2, IL10RB, IL6, IL1R2, IL3RA, IFNAR1, TNFRSF1A, MYD88, ACVR1B, CSF3R, ITGB3, REG1A, CXCL1, A2M, CSF2RA, IL15RA, IRF9, PDGFC, HAX1, BAK1, EBI3, INHBE, CRLF2, TNFRSF1B, CD14, PTPN1, PTPN2, IL1B, CSF1, IL18R1, TNF, PF4, CXCL13, LTBR, FAS, IL17RA, CXCL10, IL9R, STAM2, TNFRSF12A, STAT2, HMOX1, LEPR, CBL, CD9, CXCL3, TGFB1, MAP3K8, ITGA4, CD38, JUN, SOCS1, ACVRL1, PIM1, TNFRSF21, PIK3R5, GRB2, IRF1, DNTT, CSF2, IL2RA, PTPN11, IL12RB1, CCR1, CNTFR, PLA2G2A, CXCL9, CD44, IL7, CXCL11, CCL7, LTB, IL17RB, CD36"]
["HALLMARK_DNA_REPAIR",{"v":1.01289414243317e-05,"d":"1.01E-05"},{"v":7.23495816023696e-05,"d":"7.23E-05"},0.549531003449239,1.99217433988653,"POLR2H, POLR2A, POLR2G, POLR2E, POLR2J, POLR2F, POLR2C, POLR2K, GTF2H3, POLR2D, ERCC3, DDB2, POLR1C, XPC, PCNA, POLR2I, SUPT4H1, POLD3, POLR3GL, POLR3C, GTF2B, POLR1D, NCBP2, NELFE, GTF2F1, ERCC5, LIG1, ERCC1, ERCC4, POLD4, NELFB, RFC2, ELL, TAF10, RRM2B, SUPT5H, RPA3, SNAPC5, SSRP1, RFC3, RPA2, ELOA, TAF12, NELFCD, TAF13, TAF6, TAF9, GTF2A2, VPS37D, NME1, RNMT, ERCC2, POLE4, VPS37B, NT5C3A, \nSNAPC4, AAAS, ZNRD1, RFC4, ITPA, POM121, BRF2, RFC5, SAC3D1, CLP1, NME4, PRIM1, VPS28, TSG101, USP11, TAF1C, TARBP2, POLH, CETN2, POLD1, CANT1, PDE4B, DGCR8, RAD51, SURF1, PNP, ADA, NME3, GTF3C5, NT5C, AK1, GTF2H1, HCLS1, APRT, ERCC8, IMPDH2, POLB, SDCBP, SF3A3, DAD1, UPF3B, GUK1, TP53, ADRM1, SEC61A1, POLA2, FEN1, ZNF707, NUDT9, PDE6G, TYMS, BCAP31, DDB1, NFX1, RAD52, ADCY6, ARL6IP1, \nDGUOK, POLL, SMAD5, MPG, DUT, POLA1, AGO4, RALA, ZWINT, BCAM, TK2, CSTF3, GTF2H5, HPRT1, BOLA2, GPX4, MPC2, CDA, ALYREF, MRPL40, NPR2, REV3L, EDF1, GSDME, TMED2, STX3, RAE1, UMPS, EIF1B, AK3, NUDT21, RBX1, SRSF6, GMPR2, DCTN4, COX17, CMPK2, CCNO"]
["HALLMARK_G2M_CHECKPOINT",{"v":1.00348208282741e-05,"d":"1.00E-05"},{"v":7.23495816023696e-05,"d":"7.23E-05"},0.549531003449239,1.99217433988653,"AURKA, CCNA2, TOP2A, CCNB2, CENPA, BIRC5, CDC20, PLK1, TTK, PRC1, NDC80, KIF11, NUSAP1, CKS2, KIF2C, MKI67, AURKB, TPX2, SMC4, BUB1, CENPF, RACGAP1, CENPE, KIF23, UBE2C, MCM6, MCM3, PTTG1, CDK1, KIF4A, ESPL1, MAD2L1, NEK2, KIF22, HMMR, KPNA2, CDKN3, CDC25A, H2AX, CDC25B, PLK4, CDC6, CCNF, MCM5, LMNB1, E2F3, KIF15, CHEK1, UBE2S, NSD2, HMGB3, DBF4, TACC3, MCM2, CDKN2C, CDKN1B, FANCC, \nNASP, STAG1, GINS2, FBXO5, POLQ, EZH2, RAD21, STMN1, SUV39H1, PRIM2, E2F1, CHAF1A, NOLC1, GSPT1, BUB3, SMC1A, ILF3, CDC7, INCENP, CKS1B, EXO1, H2AZ1, TFDP1, CCND1, KPNB1, JPT1, LBR, HUS1, KIF20B, TOP1, PDS5B, SRSF1, STIL, ABL1, DTYMK, CDC27, BARD1, ATF5, CDC45, ODC1, XPO1, SFPQ, TMPO, PML, BRCA2, CTCF, KNL1, KMT5A, SLC38A1, TRA2B, MYBL2, TROAP, TENT4A, CUL3, MAPK14, H2BC12, MYC, AMD1, \nCBX1, CHMP1A, DKC1, YTHDC1, CCNT1, TGFB1, ATRX, LIG3, NUP50, SLC7A5, RBL1, NUMA1, RAD54L, EFNA5, PRPF4B, UCK2, ARID4A, CUL1, UPF1, DR1, MNAT1, SMC2, RBM14, RPA2, SQLE, ORC6, CDK4, POLE, RASAL2, HOXC10, RPS6KA5, CUL4A, SLC7A1, FOXN3, HMGA1, SS18, TRAIP, PRMT5, CUL5, DDX39A, MARCKS, PBK, ORC5, SAP30, KATNA1, HNRNPD, POLA2, HIRA, HIF1A, SYNCRIP, TLE3, NCL, RAD23B, E2F2, EGF, HMGN2, SRSF10, \nSNRPD1, CASP8AP2, SMARCC1, SLC12A2, NOTCH2, TNPO2, SMAD3, MAP3K20, HSPA8, G3BP1, PTTG3P, DMD, MEIS1, HNRNPU, SRSF2, MT2A, NUP98, EWSR1, KIF5B, MTF2, E2F4, BCL3, PURA, MEIS2, PAFAH1B1, WRN, H2AZ2, ODF2"]
["HALLMARK_APOPTOSIS",{"v":0.000120646666130459,"d":"1.21E-04"},0.000603233330652296,0.437615249283161,1.61897293548826,"CASP3, CASP9, DFFA, CASP7, CFLAR, BIRC3, PMAIP1, CASP8, JUN, BCL2L11, MCL1, IL1B, SPTAN1, DIABLO, BAX, BIK, IL1A, BID, CDKN1A, GADD45A, DDIT3, CDKN1B, TNF, GSN, TNFSF10, CASP6, SQSTM1, FASLG, EGR3, CD44, FAS, IL18, IGFBP6, PRF1, DAP, CCND1, BTG3, F2R, SATB1, BNIP3L, CASP4, TNFRSF12A, CREBBP, RHOB, GPX3, PDGFRB, TSPO, CCND2, XIAP, TIMP1, CTNNB1, IRF1, HSPB1, ADD1, TIMP2, BTG2, TIMP3, \nLEF1, CASP1, GPX1, BCL10, IGF2R, CDC25B, AIFM3, CD38, PPP3R1, HGF, CLU, ATF3, LGALS3, LUM, LMNA, GADD45B, CDK2, IFNB1, RETSAT, SMAD7, SOD1, PTK2, ENO2, HMOX1, IER3, BCL2L10, CD2, GCH1, MMP2, VDAC2, TAP1, PLAT, IFNGR1, APP, BRCA1, ROCK1, PSEN1, DCN, PSEN2, SOD2, BMF, EREG, KRT18, TGFB2, RELA, WEE1, RARA, CD14, CD69, PEA15, DNAJC3, CASP2, CTH, PLCB2, BMP2, HMGB2, PLPPR4, H1-0, TGFBR3, \nEBP, TXNIP, ANKH, RHOT2, CYLD, GSTM1, GSR, BGN, BCL2L1, GNA15, MGMT, PPT1, F2, IL6, SC5D, IFITM3, RNASEL, EMP1, CAV1, DNM1L, ANXA1, TOP2A, ISG20, SLC20A1, MADD, PPP2R5B, BCAP31, ERBB3, NEDD9, SAT1, PDCD4, BCL2L2, FEZ1, ERBB2, DNAJA1, DAP3, DPYD, NEFH, PAK1, FDXR, GPX4, ETF1, CCNA1, GUCY2D, AVPR1A"]
["HALLMARK_NOTCH_SIGNALING",0.743894874681247,0.864994040327031,0.280439408883614,0.810859942221966,"JAG1, NOTCH3, NOTCH2, APH1A, HES1, CCND1, FZD1, PSEN2, FZD7, DTX1, DLL1, FZD5, MAML2, NOTCH1, PSENEN, \nWNT5A, CUL1, WNT2, DTX4, SAP30, PPARD, KAT2A, HEYL, SKP1, RBX1, TCF7L2, ARRB1, LFNG, PRKCA, DTX2, ST3GAL6, FBXW11"]
["HALLMARK_ADIPOGENESIS",0.907623083659644,0.98654683006483,0.206391768828181,0.760918035212746,"FABP4, ADIPOQ, PPARG, LIPE, DGAT1, LPL, CPT2, CD36, GPAM, ADIPOR2, ACAA2, ETFB, ACOX1, ACADM, HADH, IDH1, SORBS1, ACADS, UCK1, SCP2, DECR1, CDKN2C, TALDO1, TST, MCCC1, PGM1, REEP5, BCL2L13, SLC25A10, ME1, PHYH, PIM3, YWHAG, NDUFAB1, GPD2, ADIG, ECHS1, QDPR, CS, ECH1, SLC25A1, ACADL, TOB1, GRPEL1, CRAT, GBE1, CAVIN2, SCARB1, PEMT, CHCHD10, AK2, APOE, UQCR10, TANK, ANGPTL4, ACO2, FAH, \nACLY, IFNGR1, SLC5A6, JAGN1, EPHX2, IDH3G, GPX3, ELMOD3, ORM1, RETSAT, ESRRA, HIBCH, SUCLG1, STAT5A, ITGA7, MRAP, PLIN2, CYC1, ALDH2, RNF11, ALDOA, SULT1A1, DDT, SDHB, CD151, SLC27A1, BCKDHA, C3, LEP, ADCY6, ELOVL6, LTC4S, SPARCL1, RMDN3, MTCH2, SOWAHC, SLC1A5, CMPK1, REEP6, NDUFA5, FZD4, DRAM2, MGST3, ATP1B3, RETN, STOM, ESYT1, GHITM, DNAJC15, GADD45A, VEGFB, PFKL, COQ3, NABP1, CYP4B1, PPM1B, \nARAF, CAVIN1, COL4A1, IMMT, DHRS7, COL15A1, NMT1, COQ5, LAMA4, AGPAT3, BAZ2A, IDH3A, LIFR, PREB, PTGER3, GPHN, PFKFB3, GPX4, SSPN, SQOR, MTARC2, DLD, ITIH5, CD302, ATL2, GPAT4, LPCAT3, TKT, UQCRC1, CAT, OMD, DLAT, MRPL15, RIOK3, RTN3, CHUK, G3BP2, SDHC, SAMM50, ARL4A, SNCG, PDCD4, COQ9, APLP2, SOD1, PTCD3, PHLDB1, ENPP2, HSPB8, AIFM1, CCNG2, PPP1R15B, MDH2, ABCA1, COX7B, MYLK, COX8A, \nDHRS7B, MIGA2, MGLL, ITSN1, DHCR7, RREB1, CMBL, UBC, ATP5PO, PRDX3, DBT, NDUFS3, NKIRAS1, RAB34, CIDEA, UQCRQ, PEX14, BCL6, COX6A1, DNAJB9, MAP4K3, ANGPT1, UBQLN1, NDUFB7, SLC19A1, ABCB8, SLC66A3, POR, UCP2, UQCR11"]
["HALLMARK_ESTROGEN_RESPONSE_EARLY",0.993456234168308,0.993456234168308,0.158243801407808,0.586085467555482,"GREB1, CA12, SLC9A3R1, MYB, ANXA9, IGFBP4, SYBU, NPY1R, PDZK1, NRIP1, MLPH, HSPB8, EGR3, KRT19, LRIG1, KDM4B, PGR, RHOBTB3, TPD52L1, ELOVL2, RET, TPBG, TFF1, MAPT, SCNN1A, ABAT, FLNB, XBP1, CELSR2, RAB31, MYBL1, MREG, FAM102A, MSMB, STC2, RETREG1, SIAH2, ZNF185, SLC19A2, SLC1A4, FHL2, BCL2, PMAIP1, AREG, OVOL2, TSKU, ADCY9, RASGRP1, MUC1, KAZN, SLC27A2, FKBP4, CXCL12, TMPRSS3, RARA, IL17RB, \nCBFA2T3, TFF3, UGCG, CCND1, SLC22A5, WFS1, PTGES, WWC1, CCN5, MYC, ITPK1, TMEM164, ARL3, MED13L, SEMA3B, KRT18, SLC16A1, TJP3, SLC26A2, FCMR, SULT2B1, SNX24, TFAP2C, TTC39A, GJA1, PRSS23, OLFM1, RAPGEFL1, ASB13, TIPARP, ABCA3, FRK, DHRS2, AQP3, KCNK15, TGIF2, FOXC1, ELF3, REEP1, PEX11A, PODXL, KLF4, BAG1, CELSR1, PLAAT3, SLC7A5, MPPED2, TIAM1, CLDN7, MYOF, RBBP8, OLFML3, GFRA1, FARP1, SVIL, \nTGM2, DEPTOR, CYP26B1, PAPSS2, SLC1A1, DLC1, JAK2, AFF1, KLK10, P2RY2, BLVRB, CISH, GLA, ADD3, PDLIM3, MINDY1, FOS, KRT8, SLC37A1, B4GALT1, CALCR, ESRP2, IGF1R, NBL1, SFN, OPN3, ABHD2, AR, SLC39A6, SYT12, CD44, MED24, BCL11B, CANT1, KRT13, KRT15, TOB1, SLC7A2, LAD1, TUBB2B, TBC1D30, SEC14L2, ENDOD1, HR, SCARB1, NCOR2, RHOD, INPP5F, PPIF, DHRS3, FDFT1, GAB2, UNC119, KLF10, HES1, FKBP5, SLC2A1, \nAMFR, NADSYN1, INHBB, BHLHE40, CALB2, FASN, CHPT1, MYBBP1A, ELOVL5, DYNLT3, ABLIM1, SOX3, SLC24A3, RAB17, MAST4, KCNK5, ELF1, RPS6KA2, ISG20L2, IL6ST, SYNGR1, SH3BP5, ALDH3B1, THSD4, CLIC3, NXT1, NAV2, RRP12, ADCY1, DHCR7, MICB, AKAP1"]
["HALLMARK_ESTROGEN_RESPONSE_LATE",0.117571981307472,0.189632227915277,0.324556315278049,1.20264204556735,"TFF1, SLC9A3R1, TPD52L1, PRSS23, CA12, PDZK1, ANXA9, CELSR2, TJP3, PGR, RET, MYB, TPBG, EGR3, ARL3, OLFM1, NPY1R, SCNN1A, XBP1, AREG, IL17RB, NRIP1, ASS1, TFF3, FKBP4, SLC27A2, SEMA3B, GPER1, LLGL2, AGR2, KRT19, CCN5, BLVRB, FLNB, PDCD4, CALCR, IGFBP4, DNAJC12, TIAM1, TSPAN13, CXCL12, RAB31, PKP3, CYP26B1, FKBP5, SIAH2, ISG20, TMPRSS3, SERPINA3, WFS1, MAPT, PDLIM3, RBBP8, GJB3, PRLR, SLC1A4, \nFOS, PLAAT3, SLC7A5, SERPINA5, IMPA2, DHCR7, MYOF, CDH1, EMP2, OVOL2, DLG5, SOX3, CHPT1, KLK10, ELOVL5, RAPGEFL1, JAK2, SLC26A2, SLC22A5, ITPK1, PCP4, PAPSS2, NAB2, FAM102A, BCL2, LSR, CACNA2D2, CA2, ASCL1, ACOX2, CISH, GLA, PTGES, PERP, OPN3, KRT13, HSPB8, UGDH, CLIC3, KLK11, PLAC1, ABHD2, SCARB1, DCXR, CCND1, SFN, ABCA3, SULT2B1, CCNA1, STIL, MICB, ZFP36, CAV1, NBL1, CD44, HR, HOMER2, \nBTG3, GAL, ETFB, BAG1, FRK, SLC16A1, AFF1, TFAP2C, IGSF1, HPRT1, CDC6, FARP1, AMFR, DHRS2, NXT1, S100A9, SLC29A1, SLC24A3, FOXC1, KIF20A, TOB1, FDFT1, DNAJC1, TPSAB1, TSTA3, FGFR3, SGK1, ID2, GALE, BATF, MAPK13, FABP5, MEST, JAK1, CYP4F11, KCNK5, CPE, XRCC3, CXCL14, SCUBE2, CDC20, IL6ST, GINS2, TRIM29, UNC13B, LAMC2, LARGE1, SLC2A8, PLXNB1, PRKAR2B, RPS6KA2, HSPA4L, TFPI2, SERPINA1, TNNC1, \nHMGCS2, ALDH3A2, CD9, IDH2, SORD, MDK, ALDH3B1, PTGER3, RABEP1, KLF4, PPIF, SNX10, METTL3, PLK4, COX6C, ST14, NCOR2, MOCS2, NMU, TH, RNASEH2A, CHST8, TST, TOP2A, CKB, LTF, DUSP2, PTPN6, ATP2B4, ST6GALNAC2, ADD3, DYNLT3"]
["HALLMARK_ANDROGEN_RESPONSE",0.139795034642032,0.218429741628176,0.353088773836938,1.23251163029984,"KLK3, KLK2, ACSL3, PIAS1, CAMKK2, NKX3-1, TMPRSS2, APPBP2, CENPN, BMPR1B, MAF, FADS1, ZBTB10, HMGCR, SPCS3, INSIG1, NGLY1, UBE2J1, ELK4, ABCC4, ELOVL5, ALDH1A3, AZGP1, ABHD2, SAT1, DBI, DHCR24, SORD, STK39, TPD52, IDI1, B2M, MAP7, DNAJB9, FKBP5, HERC3, PGM3, HOMER2, ELL2, UAP1, SEC24D, LMAN1, PMEPA1, INPP4B, RRP12, SELENOP, NDRG1, KRT19, ITGAV, B4GALT1, MAK, SPDEF, GSR, KRT8, LIFR, PLPP1, \nSTEAP4, GUCY1A1, SRP19, CCND3, IQGAP2, RAB4A, SLC26A2, SMS, ZMIZ1, SGK1, MERTK, HPGD, ANKH, GNAI3, SRF, SLC38A2, HMGCS1, ARID5B, CDC14B, TNFAIP8, XRCC5, GPD1L, ACTN1, RPS6KA3, TSC22D1, PDLIM5, TMEM50A, ADAMTS1, NCOA4, AKAP12, SCD, PTK2B, CDK6, ADRM1, H1-0, HSD17B14, VAPA, CCND1, XRCC6, MYL12A, UBE2I, PTPN21, AKT1, PA2G4"]
["HALLMARK_MYOGENESIS",0.0446096654275093,0.079660116834838,-0.203556776879077,-1.22847468253584,"ACTA1, TNNI2, MYL1, TNNC1, TNNC2, MYH3, MYLPF, TNNT3, TNNT2, CASQ2, ACTC1, MYOM1, MYL4, MYBPH, MYH7, MYH8, ACTN2, TNNI1, CRYAB, SGCG, HRC, TNNT1, DES, MYOZ1, RYR1, CSRP3, ADAM12, ATP2A1, CKM, SVIL, MYOM2, MYL6B, TPM2, MYL2, CKMT2, BIN1, MYH1, ENO3, FLII, FXYD1, TPM3, DMD, IGFBP3, CHRNB1, SPEG, FHL1, ACTN3, TCAP, MYLK, MYL3, PYGM, LDB3, COX6A2, FABP3, MYL7, ITGB5, CHRNA1, SSPN, COL3A1, \nKCNH1, GJA5, MYF6, MYH2, MAPK12, PGAM2, MYOG, MYH4, AEBP1, HBEGF, MEF2C, NOS1, CNN3, IGFBP7, CACNA1H, GSN, CACNG1, PPFIA4, MB, SPHK1, SCHIP1, MEF2D, SMTN, CDKN1A, GAA, TPD52L1, HSPB2, SGCA, BDKRB2, COX7A1, COL4A2, PLXNB2, CTF1, COL15A1, KCNH2, AGRN, MYO1C, SIRT2, SGCD, SORBS1, VIPR1, FGF2, FKBP1B, TEAD4, CASQ1, KLF5, PDLIM7, AK1, TAGLN, RIT1, MEF2A, ANKRD2, AKT2, LAMA2, DENND2B, IFRD1, \nNCAM1, SYNGR2, PICK1, COL6A3, CRAT, DMPK, MYH11, MYH9, IGF1, CKB, FST, GPX3, PVALB, PTP4A3, ITGB1, HSPB8, ACHE, CHRNG, PKIA, NAV2, HDAC5, ATP6AP1, CLU, ACSL1, COL1A1, MRAS, PDE4DIP, AGL, ERBB3, GABARAPL2, CAV3, BHLHE40, PPP1R3C, LARGE1, LPIN1, CDH13, NQO1, PRNP, PSEN2, DAPK2, LSP1, SLC6A8, REEP1, EIF4A2, SH2B1, MYBPC3, ITGA7, SPTAN1, SORBS3, PC, SCD, GNAO1, STC2, CFD, RB1, BAG1, ABLIM1, \nPTGIS, MAPRE3, OCEL1, SH3BGR, NOTCH1, TSC2, TGFB1, FDPS, CAMK2B, EPHB3, GADD45B, APP, APLNR, ITGB4, SOD3, FOXO4, EFS, PFKM, COL6A2, DTNA, KIFC3, SPARC, SPDEF, SLN, WWTR1, CD36, ADCY9, APOD"]
["HALLMARK_PROTEIN_SECRETION",0.0481387504712992,0.0829978456401709,0.371015828541526,1.32727304447761,"ARCN1, TMED10, COPB2, RAB14, ATP7A, COPB1, LAMP2, EGFR, IGF2R, COPE, PPT1, AP3S1, BET1, CLCN3, AP2S1, CLTC, AP2M1, RER1, KIF1B, ARF1, OCRL, ICA1, MON2, ARFGEF2, TMED2, NAPG, TMX1, PAM, SCAMP1, SH3GL2, RAB2A, COG2, VAMP3, ERGIC3, DOP1A, VAMP4, VPS4B, NAPA, GNAS, STX7, SEC22B, VPS45, STX16, YKT6, SNX2, ARFGEF1, CLTA, CLN5, M6PR, SGMS1, USO1, TSG101, DNM1L, LMAN1, YIPF6, ARFIP1, ANP32E, \nTSPAN8, DST, SCRN1, SEC31A, VAMP7, SCAMP3, AP2B1, RAB22A, AP3B1, TPD52, ATP6V1H, GBF1, KRT18, CAV2, ATP1A1, BNIP3, ZW10, GALC, ADAM10, RAB5A, GOLGA4, SEC24D, AP1G1, MAPK1, GOSR2, RPS6KA3, STAM, ABCA1, SNAP23, SOD1, GLA, ATP6V1B1, STX12, CD63, TOM1L1, SSPN, ARFGAP3, RAB9A, CTSC"]
["HALLMARK_INTERFERON_ALPHA_RESPONSE",0.000259045882206656,0.00107935784252774,0.494498222068627,1.71077479032804,"MX1, ISG15, OAS1, IFIT3, IFI44, IFI35, IRF7, RSAD2, IFI44L, IFITM1, IFI27, IRF9, OASL, EIF2AK2, IFIT2, CXCL10, TAP1, SP110, DDX60, UBE2L6, USP18, PSMB8, IFIH1, BST2, LGALS3BP, ADAR, ISG20, GBP2, IRF1, PLSCR1, PSMB9, HERC6, SAMD9, CMPK2, IFITM3, RTP4, STAT2, SAMD9L, LY6E, IFITM2, HELZ2, CXCL11, TRIM21, PARP14, TRIM26, PARP12, NMI, RNF31, HLA-C, CASP1, TRIM14, TDRD7, DHX58, PARP9, PNPT1, \nTRIM25, PSME1, WARS1, EPSTI1, UBA7, PSME2, B2M, TRIM5, C1S, LAP3, LAMP3, GBP4, NCOA7, TMEM140, CD74, GMPR, PSMA3, PROCR, IL7, IFI30, IRF2, CSF1, IL15, CNP, TENT5A, IL4R, CMTR1, CD47, LPAR6, MOV10, CASP8, TXNIP, SLC25A28, SELL, TRAFD1, BATF2, RIPK2, CCRL2, NUB1, OGFR, MVB12A, ELF1"]
["HALLMARK_INTERFERON_GAMMA_RESPONSE",{"v":1.00447998071398e-05,"d":"1.00E-05"},{"v":7.23495816023696e-05,"d":"7.23E-05"},0.549531003449239,1.99217433988653,"STAT1, ISG15, IFIT1, MX1, IFIT3, IFI35, IRF7, IFIT2, OAS2, TAP1, EIF2AK2, RSAD2, MX2, IRF1, OAS3, TNFSF10, IRF9, CXCL10, IFI44, BST2, XAF1, SP110, OASL, PSMB8, IFI44L, IFITM3, DDX60, LGALS3BP, GBP4, IRF8, PSMB9, PML, IFIH1, UBE2L6, IFI27, ADAR, LY6E, STAT2, CXCL9, IL10RA, PLA2G4A, TRIM21, USP18, PTGS2, EPSTI1, C1S, DDX58, IL15, NLRC5, NMI, IDO1, PSMB10, CXCL11, ITGB7, SAMHD1, HERC6, CMPK2, \nSAMD9L, RTP4, PTPN2, PARP14, TNFAIP2, IFITM2, PLSCR1, SOCS1, CASP1, ICAM1, WARS1, PSME1, ISG20, IRF2, TRIM14, FCGR1A, MARCHF1, SOCS3, JAK2, HLA-DMA, PARP12, TNFAIP6, TRIM26, VCAM1, CD274, CIITA, NAMPT, SELP, GPR18, FPR1, HELZ2, PSME2, SERPING1, CCL5, RNF31, SOD2, TRIM25, LAP3, PSMA3, RNF213, PELI1, CFB, CD86, TXNIP, HLA-DQA1, GCH1, PNP, CCL7, PTPN6, SPPL2A, IL4R, PNPT1, DHX58, BTG1, CASP8, \nIFI30, CCL2, FGL2, CASP7, SECTM1, IL15RA, CD40, TRAFD1, HLA-DRB1, GBP6, LCP2, HLA-G, MT2A, RIPK1, KLRK1, UPP1, PSMB2, TDRD7, HIF1A, EIF4E3, VAMP8, PFKP, CD38, ZBP1, BANK1, TOR1B, RBCK1, PDE4B, MVP, IL7, BPGM, CMTR1, AUTS2, B2M, RIPK2, CD69, MYD88, PSMA2, PIM1, NOD1, CFH, TAPBP, SLC25A28, PTPN1, TNFAIP3, SSPN, NUP93, MTHFD2, CDKN1A, IRF4, NFKB1, BATF2, HLA-B, LATS2, IRF5, SLAMF7, ISOC1, \nP2RY14, STAT3, NCOA3, HLA-A, IL6, GZMA, IFNAR2, CD74, RAPGEF6, CASP4, FAS, OGFR, ARL4A, SRI, LYSMD2, CSF2RB, ST3GAL5, C1R, CASP3, CMKLR1, NFKBIA, METTL7B, ST8SIA4, XCL1, IL2RB, VAMP5, IL18BP, ZNFX1, ARID5B, APOL6, STAT4"]
["HALLMARK_APICAL_JUNCTION",0.00169956857105504,0.00472102380848622,0.402032256225329,1.48593997924895,"ACTN1, CLDN7, ACTN3, CLDN19, DLG1, TJP1, COL17A1, NECTIN1, CLDN9, CDH3, CTNND1, CDH1, LIMA1, VCL, SHROOM2, NECTIN3, NECTIN2, CLDN14, PTPRC, THY1, VASP, ITGB1, ZYX, ACTN4, CLDN4, CADM3, ITGA3, NF2, B4GALT1, NEXN, CDH6, ADAM15, PTK2, HADH, LAMB3, CLDN11, CDH4, IRS1, SORBS3, CLDN8, EVL, CLDN15, THBS3, NECTIN4, JAM3, CDH11, ITGB4, RASA1, AKT2, TMEM8B, LAMA3, RSU1, ICAM1, CLDN18, GTF2F1, TSC1, \nLAMC2, NRAP, CTNNA1, CD99, FSCN1, COL16A1, GNAI2, TGFBI, MPP5, JUP, ACTN2, INSIG1, LAYN, PFN1, CNN2, TAOK2, AMIGO2, MDK, INPPL1, CLDN6, ARPC2, SRC, PBX2, MAPK14, MAP4K2, PTEN, CALB2, CNTN1, TSPAN4, VCAN, CDH8, ATP1A3, EPB41L2, MYL9, SPEG, ADRA1B, SYK, CADM2, ALOX15B, CX3CL1, MYH10, DMP1, CDSN, MAPK13, MYL12B, RAC2, FBN1, DSC1, CD34, ICAM4, MSN, MAPK11, ACTC1, TRAF1, CRB3, ITGA2, ITGA10, \nBAIAP2, ARHGEF6, ACTG1, MVD, PDZD3, ADAM9, PCDH1, SLIT2, KRT31, SGCE, GNAI1, PIK3CB, NLGN2, YWHAH, PARVA, CRAT, ADAMTS5, AMH, EGFR, ICAM2, CD274, CDH15, SHC1, MPZL2, WNK4, NFASC, PIK3R3, SDC3, SIRPA, GRB7, FLNC, PARD6G, COL9A1, NRXN2, MAP3K20, SLC30A3, RHOF, BMP1, MMP2, ICAM5, VWF, MYH9, CD209, VCAM1, DHX16, ACTG2, NEGR1, NF1, ADAM23, PLCG1, KCNH2, CERCAM, NRTN, IKBKG, DSC3, ACTB, TUBG1, \nPPP2R2C, HRAS, MMP9, TNFRSF11B, PKD1, CDK8, FYB1, AMIGO1, CD276, GAMT, NLGN3, SKAP2, RRAS, CAP1, EXOC4, ACTA1, TIAL1, LDLRAP1, VAV2, AKT3, SYMPK, STX4, PECAM1, MADCAM1, ITGA9, CD86, TRO, CLDN5, MPZL1, WASL"]
["HALLMARK_APICAL_SURFACE",0.811168611005777,0.903013135325701,0.250705541597958,0.762203651236844,"B4GALT1, RHCG, MAL, LYPD3, PKHD1, ATP6V0A4, CRYBG1, SHROOM2, SRPX, MDGA1, TMEM8B, THY1, PCSK9, \nEPHB4, DCBLD2, GHRL, LYN, GAS1, FLOT2, PLAUR, AKAP7, ATP8B1, EFNA5, SLC34A3, APP, GSTM3, HSPB1, SLC2A4, IL2RB, RTN4RL1, NCOA6, SULF2, ADAM10, BRCA1, GATA3, AFAP1L2, IL2RG, CD160, ADIPOR2, SLC22A12, NTNG1, SCUBE1, CX3CL1, CROCC"]
["HALLMARK_HEDGEHOG_SIGNALING",0.561620866325105,0.691390110622418,-0.219184396327852,-0.940363307648125,"SHH, PTCH1, NRCAM, NRP1, SCG2, AMOT, UNC5C, ADGRG1, HEY1, GLI1, THY1, SLIT1, CDK6, HEY2, NRP2, TLE3, \nTLE1, L1CAM, PLG, NKX6-1, NF1, RASA1, ETS2, RTN1, CRMP1, MYH9, VEGFA, CELSR1, CNTFR, ACHE, PML, CDK5R1, VLDLR, OPHN1, LDB1, DPYSL2"]
["HALLMARK_COMPLEMENT",0.00446993591417723,0.0099459646211569,0.383143275480706,1.4223156955138,"C2, C1S, CFB, C1R, SERPINE1, MMP14, SERPING1, CTSL, F5, MMP13, F7, CTSS, LGMN, PLG, C1QA, CASP1, GZMA, ADAM9, CALM3, C1QC, TIMP1, DPP4, KLK1, KLKB1, CD59, CR2, MMP15, LAP3, SPOCK2, F10, CTSB, SERPINA1, CTSO, CD40LG, CBLB, PDP1, C4BPB, PLEK, GP9, PLAUR, C3, F2, CASP4, STX4, CTSC, USP15, CR1, DUSP6, SERPINB2, GPD2, CFH, FN1, CD36, CA2, PSMB9, APOBEC3G, FCN1, GZMK, PDGFB, CLU, CASP10, \nLRP1, CTSD, S100A9, WAS, BRPF3, PLAT, CDA, MT3, CASP7, PRSS36, PFN1, GZMB, RNF4, ZEB1, CASP5, IRF1, CPQ, CDK5R1, ATOX1, PIK3CA, TMPRSS6, CPM, RCE1, CALM1, DOCK9, KYNU, RASGRP1, USP14, LCP2, GP1BA, KIF2A, GNB4, LCK, OLR1, PREP, MSRB1, LTA4H, ZFPM2, LYN, ACTN2, SIRT6, APOC1, PRKCD, ITGAM, DGKH, LTF, MAFF, KCNIP2, PCLO, DOCK10, SH2B3, RABIF, SRC, HPCAL4, CD46, PRDM4, GNAI3, C9, PPP2CB, \nIRF2, FYN, JAK2, PLA2G4A, PRCP, USP8, RHOG, L3MBTL4, LAMP2, PIM1, CXCL1, F3, GNAI2, CASP9, XPNPEP1, PLSCR1, IRF7, CD55, HSPA5, GNB2, DYRK2, PLA2G7, S100A12, GRB2, PHEX, GNGT2, DOCK4, MMP12, KCNIP3, FDX1, TIMP2, MMP8, FCER1G, RBSN, ANXA5, CTSV, GCA, EHD1, PRSS3, COL4A2, CSRP1, PIK3R5, SERPINC1, ANG, APOBEC3F, GATA3, DUSP5, CASP3, USP16, CP, PSEN1, LIPA, PCSK9, DGKG, GNG2, ME1, GMFB, SCG3, \nPPP4C, CCL5, CTSH, F8, APOA4, IL6, AKAP10, ERAP2, VCPIP1, HSPA1A, RAF1, NOTCH4, ADRA2B, CEBPB, HNF4A, LGALS3, TNFAIP3, CDH13, ITIH1, TFPI2, PIK3CG, S100A13"]
["HALLMARK_UNFOLDED_PROTEIN_RESPONSE",0.000441882212699489,0.00157815075964103,0.473247918285355,1.66411141948331,"ATF4, HERPUD1, PARN, EXOSC4, HSP90B1, XBP1, EXOSC9, HSPA5, ATF3, EXOSC1, EXOSC5, ASNS, ARFGAP1, WFS1, SRPRB, DNAJB9, TSPYL2, NFYA, CALR, KHSRP, DNAJC3, EXOSC2, NOP14, ATF6, HYOU1, RRP9, NOP56, CXXC1, IGFBP1, CNOT4, DCP2, PDIA6, ATP6V0D1, PREB, SEC31A, GOSR2, SERP1, NFYB, NHP2, DCTN1, SLC7A5, SSR1, EDEM1, EDC4, EIF2AK3, MTHFD2, SRPRA, NOLC1, ERN1, FKBP14, ZBTB17, WIPI1, YIF1A, CCL2, DKC1, \nEIF4EBP1, EIF4A1, EIF2S1, TATDN2, XPOT, LSM4, CHAC1, STC2, PDIA5, NABP1, LSM1, SDAD1, EIF4A2, EIF4E, IARS1, DDX10, GEMIN4, TARS1, ALDH18A1, DDIT4, HSPA9, SEC11A, EIF4A3, POP4, ERO1A, CEBPG, BAG3, KDELR3, CEBPB, CNOT2, SHC1, SPCS3, H2AX, SLC1A4, RPS14, NPM1, CNOT6, CKS1B, PSAT1, EIF4G1, YWHAZ, SLC30A5, MTREX, KIF5B, DCP1A, IFIT1, IMP3, SPCS1, DNAJA4, VEGFA, TTC37, TUBB2A, FUS, EXOSC10, EEF2, \nEXOC2, PAIP1, BANF1"]
["HALLMARK_PI3K_AKT_MTOR_SIGNALING",0.18172127871104,0.267237174575058,0.336659858959914,1.1892914392455,"MAPK8, PIK3R3, GRB2, NFKBIB, MAP2K6, MAPK9, AKT1, MAPK1, PLCG1, TRIB3, GSK3B, MAP2K3, CDKN1A, RAC1, RIPK1, AKT1S1, ACTR2, PRKAR2A, YWHAB, HRAS, PDK1, PIKFYVE, TBK1, ACTR3, E2F1, MYD88, ITPR2, SQSTM1, RPS6KA1, PTPN11, MAPKAP1, PLCB1, RAF1, CAMK4, RPTOR, CFL1, CDK4, TRAF2, GNGT1, UBE2N, ADCY2, CDKN1B, VAV3, FGF6, ECSIT, RALB, ARF1, MKNK1, CDK1, PTEN, ARHGDIA, GRK2, FGF17, DDIT3, IRAK4, TIAM1, \nCDK2, SFN, PRKCB, GNA14, EIF4E, CLTC, TSC2, FGF22, PPP1CA, DUSP3, HSP90B1, IL4, STAT2, SLA, EGFR, PLA2G12A, MAPK10, CALR, THEM4, RIT1, MKNK2, PPP2R1B, CAB39L, ARPC3, PITX2, NCK1, IL2RG, PFN1, FASLG, NOD1, DAPP1, UBE2D3, CAB39, AP2M1, MAP3K7, PRKAG1, CSNK2B, PRKAA2, ATF1, SLC2A1, PIN1, TNFRSF1A, LCK, RPS6KA3, NGF, CXCR4, ACACA, SMAD2, PAK4"]
["HALLMARK_MTORC1_SIGNALING",{"v":1.00284808857154e-05,"d":"1.00E-05"},{"v":7.23495816023696e-05,"d":"7.23E-05"},0.549531003449239,1.99217433988653,"FADS1, DDIT4, CALR, HK2, PGK1, SLC7A5, CTSC, ACSL3, SLC1A5, M6PR, TFRC, DDIT3, TMEM97, IFRD1, PLOD2, TUBA4A, PSAT1, CORO1A, LDHA, MTHFD2, FADS2, VLDLR, WARS1, SCD, P4HA1, ACTR2, IDH1, SLC2A1, GBE1, SERPINH1, NUPR1, PSMG1, PSPH, NAMPT, CDKN1A, BHLHE40, HSPA9, HSPA5, EGLN3, LGMN, PNP, XBP1, SLA, DDX39A, HSPE1, ACLY, SLC7A11, SSR1, GLA, SQSTM1, PDK1, PSMC2, PRDX1, SERP1, TRIB3, NFIL3, HMGCS1, \nGOT1, TPI1, ELOVL6, ASNS, PSMD14, PSMA4, PPA1, HPRT1, AURKA, HMGCR, GAPDH, DHFR, DHCR7, IMMT, UCHL5, YKT6, INSIG1, SQLE, IGFBP5, IFI30, CYP51A1, FGL2, ENO1, IDI1, CYB5B, SHMT2, TXNRD1, G6PD, SLC9A3R1, RAB1A, EBP, PNO1, PIK3R3, ACTR3, LDLR, SLC2A3, UBE2D3, ELOVL5, CACYBP, EDEM1, ATP6V1D, TES, TM7SF2, PSMA3, ITGB2, AK4, SLC1A4, TOMM40, SLC6A6, PPIA, ADD3, ME1, CCNF, SLC37A4, ALDOA, BTG2, \nUFM1, CCNG1, STC1, NMT1, PSMC6, FDXR, RRM2, DHCR24, PSMC4, CTH, PSME3, CFP, POLR3G, ACACA, QDPR, MCM2, PSMD12, SC5D, CANX, RPN1, HSPA4, NIBAN1, TBK1, SEC11A, BCAT1, PSMB5, PSMD13, PGM1, PLK1, GLRX, COPS5, ETF1, GSK3B, NUP205, SORD, PHGDH, GMPS, RRP9, EEF1E1, LTA4H, SDF2L1, FKBP2, RDH11, CXCR4, MLLT11, GCLC, TCEA1, MAP2K3, HSPD1, SYTL2, MCM4, PPP1R15A, USO1, NFKBIB, UNG, GTF2H1, RPA1, \nHSP90B1, ERO1A, GSR, PITPNB, EPRS1, SRD5A1, TUBG1, MTHFD2L, ADIPOR2, NUFIP1, CDC25A, PDAP1, STARD4, BUB1, ARPC5L, GPI, EIF2S2, CD9, ATP2A2, GGA2, HMBS, RIT1, SKAP2, STIP1, DAPP1, ABCF2, NFYC, ATP5MC1, PFKL, CCT6A"]
["HALLMARK_E2F_TARGETS",{"v":1.00497462439073e-05,"d":"1.00E-05"},{"v":7.23495816023696e-05,"d":"7.23E-05"},0.549531003449239,1.99217433988653,"AURKA, BRCA2, CCP110, CENPE, CKS2, DCLRE1B, DNMT1, DONSON, EED, GINS1, GINS4, H2AZ1, LIG1, MAD2L1, MCM2, MCM4, MCM5, MCM7, MELK, MMS22L, NAA38, NASP, NUDT21, NUP205, ORC6, PCNA, PLK4, POLE, PRIM2, RAD51AP1, RFC2, RPA2, RPA3, SUV39H1, TMPO, UBE2T, WDR90, CDK1, MCM3, TOP2A, MCM6, BIRC5, CCNB2, RRM2, HMGB2, BUB1B, RFC3, EZH2, CHEK1, SMC4, MKI67, CDC20, PLK1, KIF2C, DLGAP5, AURKB, CDC25A, \nTRIP13, H2AX, HMMR, E2F8, BRCA1, MYBL2, POLD1, RACGAP1, CKS1B, KPNA2, MSH2, CDKN3, ATAD2, RPA1, STMN1, TIPIN, TK1, CDCA8, ESPL1, NCAPD2, RANBP1, MRE11, KIF4A, LMNB1, KIF22, UNG, SMC1A, CCNE1, CDCA3, ASF1B, POLA2, TIMELESS, HELLS, UBE2S, PRKDC, RAN, USP1, SPAG5, POLD3, DUT, TACC3, KIF18B, CDC25B, SRSF1, GINS3, NOLC1, SLBP, CHEK2, SPC25, BARD1, DCTPP1, SMC3, RNASEH2A, DEK, CENPM, RAD51C, \nCBX5, RFC1, POLD2, DSCC1, ILF3, DEPDC1, DCK, CDKN2C, MYC, TCF19, RAD1, LBR, NBN, PTTG1, UBR7, POLE4, TUBG1, CTCF, CNOT9, TUBB, SMC6, ZW10, PA2G4, SSRP1, NAP1L1, ANP32E, HMGB3, IPO7, RAD21, CDK4, CDKN1A, BRMS1L, CTPS1, RAD50, TRA2B, CSE1L, PAICS, STAG1, LUC7L3, PPM1D, NME1, SRSF2, XPO1, HNRNPD, PMS2, ASF1A, EXOSC8, MLH1, NUP107, ORC2, TP53, TFRC, HMGA1, PSIP1, DDX39A, SNRPB, CDKN1B, MTHFD2, \nWEE1, PRDX4, PHF5A, TBRG4, SHMT1, PRPS1, DIAPH3, NUP153, PSMC3IP, XRCC6, PNN, HUS1, RBBP7, PDS5B, NOP56, MXD3, PPP1R8, GSPT1, CDKN2A, AK2, CIT, ING3, JPT1, POP7, SYNCRIP, EIF2S1, LYAR, PAN2, SPC24"]
["HALLMARK_MYC_TARGETS_V1",{"v":1.00289837630753e-05,"d":"1.00E-05"},{"v":7.23495816023696e-05,"d":"7.23E-05"},0.549531003449239,1.99217433988653,"PCNA, PSMD8, PSMD7, SET, SNRPA1, RAN, SRSF2, G3BP1, STARD7, NPM1, BUB3, EIF3D, XPO1, FBL, EIF4A1, CANX, NAP1L1, CBX3, CCT3, C1QBP, U2AF1, UBE2L3, SSBP1, SRSF1, TCP1, MCM2, EIF3B, PSMD14, SNRPA, PWP1, APEX1, TXNL4A, HNRNPR, PSMB2, HPRT1, MCM6, NME1, SNRPD1, EEF1B2, HSPD1, CAD, RPL18, PGK1, DDX18, RPS2, LDHA, RUVBL2, RNPS1, EIF2S1, RANBP1, MCM5, IARS1, UBE2E1, MYC, AP3S1, RFC4, DUT, PSMA4, \nRPS3, SNRPG, PHB2, SSB, EIF4H, SRSF3, CCT4, TFDP1, EIF2S2, CDK4, SNRPD3, PSMD1, RACK1, GOT2, PABPC4, CCT5, PRPS2, ACP1, PRPF31, CCT2, KARS1, DEK, EIF4G2, XPOT, SRM, UBA2, KPNB1, PSMA7, TRA2B, COX5A, PA2G4, PCBP1, HNRNPA1, CCNA2, PPIA, EIF3J, ORC2, PSMA2, SYNCRIP, HDAC2, LSM2, VBP1, PSMA6, CNBP, CDK2, TARDBP, NOLC1, GSPT1, HNRNPA2B1, ETF1, RPL6, TOMM70, PTGES3, PSMA1, PSMC6, CTPS1, HSPE1, \nFAM120A, PPM1G, HNRNPD, SERBP1, CSTF2, PRDX4, EIF4E, ODC1, USP1, RPL22, HNRNPA3, NCBP1, RPLP0, ABCE1, EIF1AX, YWHAE, MCM7, YWHAQ, VDAC1, SMARCC1, SNRPD2, HNRNPU, HDDC2, PSMD3, RRM1, SF3A1, LSM7, ERH, RPL14, PSMB3, IFRD1, NCBP2, GLO1, NDUFAB1, CUL1, NHP2, CLNS1A, TRIM28, RSL1D1, HNRNPC, COPS5, XRCC6, SLC25A3, MRPL9, POLE3, POLD2, H2AZ1, AIMP2, NOP56, PRDX3, MRPS18B, EPRS1, KPNA2, HSP90AB1, RPL34, \nSRPK1, MAD2L1, DHX15, MCM4, RPS5, CCT7, HDGF, RPS6, SNRPB2, PSMC4, CDC20, TUFM, RRP9, CDC45, TYMS, ILF2, VDAC3, IMPDH2, SF3B3, NOP16, SRSF7, GNL3, EXOSC7, MRPL23, RAD23B, RPS10, PHB, DDX21, CYC1, PABPC1"]
["HALLMARK_MYC_TARGETS_V2",0.0027209699713754,0.00647849993184618,0.529594056107588,1.67964333614816,"SLC19A1, MRTO4, TMEM97, RRP9, PES1, TFB2M, EXOSC5, IPO4, NDUFAF4, NOC4L, MYC, SRM, PA2G4, GNL3, NOLC1, WDR43, RABEPK, NOP16, TBRG4, DDX18, NIP7, WDR74, BYSL, HSPD1, PLK4, NOP2, PPAN, NOP56, RCL1, NPM1, AIMP2, RRP12, PPRC1, TCOF1, MCM5, HK2, CBX3, PLK1, PHB, MCM4, CDK4, DUSP2, MYBBP1A, UTP20, PRMT3, FARSA, MAP3K6, LAS1L, PUS1, HSPE1, SLC29A2, DCTPP1, SUPV3L1, SORD, IMP4, GRWD1, UNG, \nMPHOSPH10"]
["HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION",{"v":1.00258667361793e-05,"d":"1.00E-05"},{"v":7.23495816023696e-05,"d":"7.23E-05"},0.549531003449239,1.99217433988653,"COL3A1, COL5A2, COL5A1, FBN1, COL1A1, FN1, COL6A3, SERPINE1, COL1A2, COL4A1, COL4A2, VCAN, IGFBP3, TGFBI, SPARC, LUM, LAMC1, LOX, LAMC2, CCN2, TAGLN, COL7A1, LOXL2, COL6A2, ITGAV, THBS2, COL16A1, NNMT, TPM1, CDH2, MMP2, COL11A1, THBS1, FAP, BGN, SERPINH1, FSTL1, POSTN, THY1, SPP1, TNC, TFPI2, NID2, ITGB5, MMP3, VIM, LOXL1, FBLN5, COL12A1, ELN, CDH11, COMP, SPOCK1, BMP1, IL32, LAMA3, TIMP1, \nQSOX1, TIMP3, VCAM1, CCN1, EDIL3, CALD1, MAGEE1, FBLN1, SGCB, ECM1, LAMA2, FSTL3, TPM2, INHBA, DAB2, EMP3, BASP1, ITGA5, MGP, VEGFA, CXCL1, WNT5A, SDC1, PLOD2, PCOLCE, GREM1, ITGB1, COL5A3, RHOB, HTRA1, FGF2, SNTB1, GADD45A, MEST, LRRC15, TNFRSF11B, CD59, ACTA2, EFEMP2, MATN2, PCOLCE2, SERPINE2, GPC1, ABI3BP, FUCA1, SLIT3, LAMA1, PMEPA1, COL8A2, FBN2, IGFBP2, PFN2, SDC4, CD44, GADD45B, CXCL8, \nGLIPR1, ANPEP, P3H1, VEGFC, MMP14, SGCD, PLOD1, MATN3, MYL9, SLC6A8, CALU, PRRX1, TNFRSF12A, FMOD, ID2, GEM, PLAUR, MYLK, TGFB1, SFRP1, PLOD3, IL6, APLP1, FBLN2, MSX1, PTX3, FZD8, JUN, FERMT2, DKK1, SNAI2, DST, TPM4, DCN, GJA1, PMP22, IGFBP4, COPA, LRP1, ITGA2, FLNA, MFAP5, PTHLH, TGFBR3, SFRP4, LGALS1, RGS4, CDH6, SAT1, NT5E, DPYSL3, PPIB, TGM2, SGCG, ITGB3, PDLIM4, CTHRC1, ECM2, CRLF1, \nAREG, IL15, MCM7, GAS1, PRSS2, CADM1, OXTR, SCG2, CXCL6, MMP1, TNFAIP3, CAPG, CAP2, MXRA5, FOXC2, NTM, ENO2, FAS, BDNF, ADAM12, PVR, CXCL12, PDGFRB, SLIT2, NOTCH2, COLGALT1, GPX7, WIPF1"]
["HALLMARK_INFLAMMATORY_RESPONSE",0.00457514372573217,0.0099459646211569,0.383143275480706,1.4223156955138,"CXCL10, CCL2, CCL5, FPR1, CCL20, IL1A, CXCL8, CCL7, CCL22, CXCL11, CCR7, EDN1, CD40, CXCL9, IL6, IL1B, TLR2, IL1R1, CD69, ICAM1, CCRL2, AQP9, EREG, C3AR1, GNA15, CMKLR1, PTGER4, LIF, IL15, NAMPT, OPRK1, ITGB8, PTAFR, ADM, PLAUR, NFKB1, INHBA, OSM, TNFSF10, TNFSF15, IFNGR2, ADGRE1, IL12B, CSF1, CXCL6, TNFRSF9, LYN, ACVR2A, LDLR, BDKRB1, HRH1, F3, BST2, PTGIR, CD55, CALCRL, CSF3, GPR132, \nIL4R, NLRP3, IL15RA, ADORA2B, GCH1, OLR1, PTGER2, CSF3R, MYC, RELA, TNFAIP6, IL7R, IL18, GABBR1, CD82, TNFSF9, NMUR1, IL2RB, TLR1, LPAR1, IRAK2, RIPK2, MMP14, P2RX7, SLC11A2, SELL, P2RY2, ABCA1, FFAR2, PROK2, GNAI3, TACR1, SLC7A1, CDKN1A, CYBB, TIMP1, HBEGF, SCARF1, EBI3, NFKBIA, SRI, SLC7A2, CCL17, TLR3, APLNR, OSMR, IL10RA, PSEN1, GPR183, ATP2B1, TNFRSF1B, BEST1, GPC3, SCN1B, ACVR1B, HPN, \nSEMA4D, KLF6, CD48, CXCR6, SLC1A2, GP1BA, TAPBP, RGS16, SLAMF1, LCK, HIF1A, AHR, NMI, RHOG, TPBG, NPFFR2, IFNAR1, ICOSLG, RASGRP1, IFITM1, KCNJ2, LY6E, IL18R1, IL10, KCNA3, HAS2, DCBLD2, LAMP3, VIP, CD70, RGS1, SLC31A1, ADRM1, KCNMB2, SERPINE1, MXD1, AXL, MEFV, PVR, CCL24, PDE4B, LCP2, PDPN, IRF7, MET, ATP2A2, SLC31A2, FZD5, ITGA5, SGMS2, MARCO, CD14, EIF2AK2, ROS1, ATP2C1, NDP, BTG2, \nMSR1, PTPRE, RNF144B, PCDH7, SPHK1, IL18RAP, RTP4, RAF1, CHST2, ITGB3, KIF1B, SELE, NOD2, C5AR1, EMP3, CLEC5A, TACR3, SLC4A4, MEP1A, SELENOS, LTA, PIK3R5, STAB1, IRF1, ICAM4, P2RX4, ABI1, CX3CL1, SLC28A2"]
["HALLMARK_XENOBIOTIC_METABOLISM",0.812711821793131,0.903013135325701,0.250705541597958,0.762203651236844,"CYP1A1, FAH, DCXR, CYP1A2, GSTA3, CYP2J2, CYP27A1, ADH1C, UGDH, ASL, NQO1, ALAS1, GSTM4, CYP2C18, PTS, CYB5A, ACOX2, EPHX1, LCAT, SLC35D1, GSS, FMO3, IDH1, AKR1C3, SLC22A1, GSTO1, ARG1, CDO1, FMO1, ALDH9A1, POR, NDRG2, UPB1, ECH1, PTGES, PDK4, AHCY, COMT, AOX1, CFB, DDAH2, HGFAC, F11, CYP26A1, MCCC2, SERPINA6, GNMT, BLVRB, HACL1, MAOA, KYNU, DHPS, SERPINE1, SLC6A12, GCH1, DHRS7, PAPSS2, \nALDH2, HSD11B1, SLC35B1, KARS1, CA2, LPIN2, CAT, CYP2S1, RAP1GAP, FBP1, RBP4, GCKR, CDA, MTHFD1, ADH7, DHRS1, VNN1, CNDP2, SLC6A6, FETUB, CROT, GAD1, AKR1C2, TKFC, IGF1, SSR3, GABARAPL1, TMBIM6, CD36, CES1, SHMT2, TMEM176B, GSTT2, PLG, HMOX1, SPINT2, ALDH3A1, GSR, ABHD6, XDH, PPARD, ELOVL5, CYP4F2, RETSAT, CYFIP2, PINK1, GCLC, ESR1, PMM1, TDO2, MT2A, ATP2A2, DDT, FABP1, ACP2, ABCD2, G6PC, \nDDC, ACOX3, SAR1B, FBLN1, ADH5, CRP, ABCC2, ETS2, NPC1, CASP6, BPHL, IL1R1, ENTPD5, TNFRSF1A, IGFBP4, PYCR1, CSAD, VTN, ID2, ETFDH, HRG, TYR, UPP1, BCAR1, CBR1, APOE, SLC12A4, TMEM97, SLC46A3, PTGDS, MPP2, PTGR1, AQP9, EPHA2, PSMB10, FAS, ACOX1, GART, HPRT1, PGD, ABCC3, SMOX, TTPA, HES6, GCNT2, MAN1A1, IGFBP1, ITIH4, PROS1, TPST1, LEAP2, NFS1, PGRMC1, CYP17A1, ARPP19, SERTAD1, ARG2, HNF4A, \nREG1A, CCL25, PEMT, ACO2, LONP1, NMT1, PTGES3, F10, TAT, MARCHF6, JUP, ACP1, MBL2, TGFB2, ENPEP, HSD17B2, ANGPTL3, PC, PDLIM5, CYP2E1, BCAT1, ATOH8, SLC1A5, IRF8, NINJ1, AP4B1, ACSM1, ITIH1"]
["HALLMARK_FATTY_ACID_METABOLISM",0.978627342053432,0.993456234168308,0.158243801407808,0.586085467555482,"ACAA1, ACAA2, ACADL, ACADM, ACOT8, ACOX1, ACSL1, ALDH3A2, CCDC58, CPT2, CYP4A11, DECR1, ECH1, ECI1, ELOVL5, FABP1, FABP2, HADH, HIBCH, HMGCL, HSD17B11, IDH1, ME1, MGLL, MLYCD, PCBD1, RETSAT, S100A10, SUCLG1, VNN1, EHHADH, ALDH9A1, HADHB, ECHS1, ACADS, CA2, HSD17B10, ALDH1A1, ACADVL, HSD17B4, CA4, ADH1C, ADH7, PTS, MAOA, HAO2, HSD17B7, MCEE, ACAT2, AUH, HPGD, FH, HMGCS2, ALAD, GPD1, ACO2, \nCBR1, GRHPR, ACOT2, G0S2, MDH2, HSP90AA1, BCKDHB, UROS, YWHAH, LDHA, CRYZ, RDH16, INMT, UGDH, GSTZ1, IDH3B, MDH1, CRAT, ETFDH, CD36, ECI2, SDHD, ACSL5, HSDL2, HMGCS1, SDHC, CD1D, GCDH, GPD2, ALDH3A1, SLC22A5, PDHB, TDO2, FASN, NBN, PSME1, PPARA, NCAPH2, BPHL, ODC1, CA6, DLD, HCCS, EPHX1, DLST, FMO1, AOC3, UROD, CPT1A, KMT5A, UBE2L6, MIF, SUCLG2, CPOX, SMS, CBR3, NTHL1, CIDEA, IDI1, \nAADAT, REEP6, HSPH1, APEX1, NSDHL, ADIPOR2, ACSL4, ACSS1, ENO3, IDH3G, LGALS1, METAP1, ALDOA, ACSM3, LTC4S, D2HGDH, ADSL, SUCLA2, SDHA, XIST, OSTC, GLUL, CYP4A22, GABARAPL1, AQP7, CYP1A1, PRDX6, ERP29, H2AZ1, GAPDHS, DHCR24, GAD2, PTPRG, IL4I1, TP53INP2, PDHA1, RAP1GDS1, CEL, BLVRA, SERINC1, BMPR1B, RDH11, ENO2"]
["HALLMARK_OXIDATIVE_PHOSPHORYLATION",0.930666800663283,0.990071064535408,0.200096802984469,0.74145785222687,"NDUFS3, UQCRB, NDUFS2, SDHA, UQCRC1, NDUFA9, NDUFS4, NDUFS1, NDUFA2, NDUFS8, SDHB, NNT, ATP5PO, ATP5MC3, NDUFS7, ATP5F1A, NDUFV1, COX5B, UQCRH, NDUFA1, ATP5F1C, ATP5F1B, COX7B, SDHD, CYCS, NDUFA6, NDUFAB1, COX8A, ACO2, ATP5MC1, CYC1, NDUFB6, ATP5F1E, COX5A, UQCRC2, COX6A1, ATP5F1D, COX6C, ATP5PF, NDUFB3, IDH3B, OGDH, NDUFB8, SURF1, COX6B1, NDUFB5, NDUFA4, NDUFB1, COX4I1, COX7C, UQCRFS1, SDHC, ATP6V1F, COX7A2, SUCLG1, NDUFS6, NDUFA7, FH, NDUFV2, OXA1L, NDUFC1, UQCR11, NDUFA5, CS, ATP6V1G1, ATP5PB, HCCS, HADHB, ATP5PD, PDHA1, NDUFA8, DLD, OPA1, SLC25A11, ATP5ME, PDHB, ATP5MF, NDUFB7, IDH2, MTX2, VDAC3, MDH1, ATP5MC2, IMMT, MDH2, SLC25A3, ATP6V1D, VDAC2, ACADM, COX7A2L, TIMM17A, ATP6V1E1, NDUFA3, SLC25A6, IDH3G, ACADVL, ETFA, TIMM9, IDH3A, TIMM8B, ATP6AP1, TIMM13, UQCRQ, ABCB7, VDAC1, ATP5MG, PHB2, DECR1, SUCLA2, GOT2, DLAT, ATP6V1H, NDUFB2, FDX1, HADHA, ATP6V1C1, MAOB, NDUFB4, UQCR10, ETFDH, GPX4, PDHX, MFN2, AIFM1, ACAA2, ETFB, COX11, ECHS1, PMPCA, ATP6V0B, SLC25A5, DLST, COX15, CYB5A, ALAS1, SLC25A4, CPT1A, SLC25A20, MTRR, COX17, CYB5R3, TOMM22, ACAT1, MRPS11, ATP6V0C, PDK4, TIMM10, LDHA, ECI1, MRPL11, FXN, MRPS12, COX10, RHOT1, ACAA1, ACADSB, LDHB, MRPS30, ATP1B1, BDH2, SLC25A12, TIMM50, MRPL34, ISCA1, MRPL35, IDH1, HSPA9, MRPL15, MRPS15, TOMM70, TCIRG1, ISCU, POLR2F, NQO2, NDUFC2, MRPS22, POR, ATP6V0E1, PHYH, MPC1, GPI, AFG3L2, HSD17B10, CASP7, PRDX3, MGST3, HTRA2, BCKDHA, LRPPRC, RETSAT, ECH1, RHOT2, BAX, MTRF1, GLUD1, SUPV3L1, GRPEL1, PDP1, ALDH6A1, OAT"]
["HALLMARK_GLYCOLYSIS",0.00245314887798601,0.00613287219496501,0.395824203263878,1.46436549764922,"PGK1, ALDOA, ENO1, TPI1, PFKP, ERO1A, ALDOB, VEGFA, MXI1, PKM, HK2, LDHA, EXT1, SLC25A10, GUSB, PFKFB1, PGAM1, PYGB, AK4, P4HA1, PMM2, FAM162A, SDC1, EGLN3, PC, B4GALT7, FBP2, IGFBP3, CHPF, B3GAT3, CHST12, HS2ST1, MPI, GNPDA1, AKR1A1, PPFIA4, B3GAT1, CHPF2, G6PD, MDH2, CHST6, PGLS, PGAM2, CHST1, GPC1, TSTA3, ALG1, GFPT1, PRPS1, GOT1, MDH1, SLC35A3, GALK1, EGFR, ANGPTL4, CITED2, PLOD2, \nQSOX1, ME2, SPAG4, P4HA2, GAPDHS, ENO2, GOT2, EXT2, SLC25A13, HMMR, PDK3, CXCR4, GPC4, ECD, GNE, B4GALT2, FUT8, MIOX, VCAN, GPC3, B3GALT6, HSPA5, ME1, ADORA2B, UGP2, MIF, NANP, ZNF292, STC2, TPST1, PGM2, GYS1, TKTL1, TGFA, CHST2, PHKA2, STMN1, GALE, MET, LCT, IRS2, POLR3K, B4GALT1, EFNA3, LHX9, KDELR3, TALDO1, DPYSL4, VLDLR, CD44, AGL, SOX9, DDIT4, IDUA, CASP6, GLCE, COPB2, DSC2, HS6ST2, \nCDK1, PLOD1, SDC2, GMPPB, PAXIP1, NSDHL, RARS1, SLC16A3, GLRX, SRD5A3, SDC3, HDLBP, COL5A1, CLDN9, TFF3, STC1, KIF20A, GYS2, SLC37A4, LHPP, SDHC, NASP, AURKA, B3GNT3, ISG20, LDHC, ARPP19, CENPA, HOMER1, BIK, CYB5A, HAX1, COG2, IL13RA1, NOL3, CLDN3, AGRN, CLN6, TXN, PAM, CAPN5, PKP2, ABCB6, DCN, GMPPA, BPNT1, ANG, GPR87, GAL3ST1, ALDH7A1, NT5E, IDH1, PYGL, NDUFV3, NDST3, PPP2CB, PSMC4, \nTPBG, TGFBI, GALK2, CTH, KIF2A, CACNA1H, ANKZF1, SAP30, RBCK1, ELF3, RPE, B4GALT4, DEPDC1, RRAGD, IER3, ALDH9A1, DLD, MERTK, GCLC, FKBP4, SOD1, MED24, AK3, XYLT2, ARTN, PPIA, CHST4"]
["HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY",0.368952644238618,0.485464005577129,0.340767330436683,1.08076661575804,"GSR, PRDX2, TXNRD1, SOD1, GCLC, CAT, GPX4, MPO, PRDX1, PRDX6, GCLM, TXN, SOD2, PRDX4, SELENOS, PDLIM1, \nTXNRD2, LAMTOR5, G6PD, MSRA, MBP, SRXN1, NQO1, OXSR1, GLRX2, HMOX2, FES, PFKP, NDUFB4, GPX3, SCAF4, CDKN2D, MGST1, ABCC1, FTL, ATOX1, STK25, EGLN2, ERCC2, SBNO2, JUNB, PTPA, LSP1, NDUFA6, HHEX, GLRX, NDUFS2, PRNP, IPCEF1"]
["HALLMARK_P53_PATHWAY",0.110934721231425,0.184891202052374,0.325516144064838,1.20720624700349,"CDKN1A, BTG2, MDM2, CCNG1, FAS, TOB1, GADD45A, PHLDA3, TAP1, CDKN2B, SFN, ZMAT3, DDB2, EI24, PERP, DDIT4, ATF3, BAX, SESN1, FDXR, PIDD1, SAT1, CDKN2A, AEN, PPM1D, FOXO3, BTG1, TXNIP, SLC19A2, IER3, TP53, NOTCH1, RRAD, DCXR, NINJ1, FOS, S100A10, FBXW7, PLK3, XPC, AK1, TRIAP1, BAK1, CCND2, APAF1, PDGFA, NDRG1, RALGDS, SERPINB5, DGKA, CYFIP2, KLF4, IP6K2, ADA, TNFSF9, KLK8, PRKAB1, STOM, \nSOCS1, PLK2, CASP1, RCHY1, PCNA, RPS27L, RB1, PPP1R15A, POLH, RAB40C, ERCC5, CDH13, DDIT3, TGFB1, FUCA1, H2AW, TP63, HSPA4L, EPHX1, ABHD4, H2AJ, TRAF4, CTSF, IER5, TAX1BP3, TSC22D1, RGS16, HRAS, PVT1, ZFP36L1, SDC1, WRAP73, RAP2B, COQ8A, PLXNB2, HEXIM1, PROCR, SPHK1, NOL8, DEF6, SP1, JAG2, CCP110, DRAM1, RPL18, CEBPA, KIF13B, MXD1, TRAFD1, OSGIN1, ANKRA2, HBEGF, RAD51C, ITGB4, TRIB3, INHBB, \nVAMP8, VWA5A, ABAT, CTSD, PTPRE, HINT1, ALOX15B, VDR, ELP1, WWP1, NUPR1, TCN2, CDKN2AIP, POM121, ZNF365, EPHA2, JUN, MAPKAPK3, SLC7A11, SERTAD3, IRAK1, ABCC5, UPP1, CD81, LIF, RPL36, FAM162A, RNF19B, CDK5R1, STEAP3, PITPNC1, SLC35D1, TPRKB, RRP8, IL1A, PMM1, TPD52L1, IFI30, GM2A, RPS12, EPS8L2, TM4SF1, BLCAP, MKNK2, CD82, RACK1, ST14, TCHH, HDAC3, CCNK, RHBDF2, NUDT15, TGFA, ISCU, LDHB, TNNI1, \nFGF13, RXRA, APP, F2R, CLCA2, CGRRF1, CSRNP2, ACVR1B, BMP2, GPX2, KRT17, TM7SF3, ZBTB16, PTPN14, TSPYL2, SLC3A2, S100A4, GLS2, CCND3, PRMT2, NHLH2, BAIAP2, RETSAT, IRAG2, H1-2, DNTTIP2, MXD4, SEC61A1, HMOX1, RAD9A"]
["HALLMARK_UV_RESPONSE_UP",0.192779202494092,0.275398860705845,0.311322660843306,1.15111688839908,"NXF1, SLC6A8, BAK1, CDC5L, HSPA2, POLR2H, ALAS1, TUBA4A, C4BPB, CCNE1, EPHX1, GRPEL1, ICAM1, FEN1, ARRB2, JUNB, CTSV, DGAT1, ATF3, CASP3, RASGRP1, TMBIM6, FOS, TAP1, E2F5, RAB27A, CCND3, SLC25A4, SPR, CDKN2B, SHOX2, OLFM1, IGFBP2, LYN, CLTB, BCL2L11, LHX2, NFKBIA, MSX1, H2AX, NR4A1, GLS, CDC34, MMP14, STK25, PDAP1, ABCB1, BSG, SELENOW, IRF1, RXRB, TFRC, PPIF, CDKN1C, HLA-F, CREG1, APOM, \nBMP2, TGFBRAP1, NAT1, CYB5R1, RRAD, POLE3, IL6, YKT6, ACAA1, CLCN2, AGO2, SOD2, PPP1R2, RHOB, RET, PDLIM3, EPCAM, DNAJA1, SULT1A1, CHKA, CYP1A1, ATP6V1F, CDO1, ALDOA, NPTXR, EIF2S3, CNP, GRINA, BID, POLG2, IL6ST, HYAL2, FOSB, MGAT1, NKX2-5, PPAT, FURIN, MRPL23, HTR7, CXCL2, KLHDC3, PRPF3, DNAJB1, AP2S1, PSMC3, TST, SIGMAR1, GCH1, BTG2, CEBPG, TARS1, UROD, PARP2, BTG3, DLG4, CHRNA5, NPTX2, \nATP6V1C1, AQP3, PLCL1, NUP58, TYRO3, HMOX1, RPN1, BTG1, FMO1, ASNS, DDX21, KCNH2, COL2A1, MAOA, TCHH, CYB5B, HSPA13, GGH, GAL, NTRK3, PPT1, FGF18, FKBP4, STIP1, EIF5, ENO2, GPX3, PRKACA, PRKCD, STARD3, MARK2, SLC6A12, SQSTM1, PTPRD, MAPK8IP2, CDK2, ONECUT1, RFC4, CA2, TACR3, AMD1, HNRNPU, WIZ, CCK"]
["HALLMARK_UV_RESPONSE_DN",0.566939890710383,0.691390110622418,-0.219184396327852,-0.940363307648125,"TJP1, NFIB, TGFBR3, TFPI, MMP16, ABCC1, MAP2K5, AGGF1, PLCB4, MET, IRS1, PTPRM, AKT3, SIPA1L1, NR1D2, ATRN, ANXA2, ADD3, CDKN1B, ATXN1, CAP2, PRDM2, TOGARAM1, SDC2, SMAD3, SLC7A1, GCNT1, RUNX1, RND3, PLPP3, NR3C1, YTHDC1, PPARG, ADGRL2, DLG1, ATP2B4, NIPBL, PEX14, MYC, RASA2, FZD2, BMPR1A, LPAR1, PRKCA, MGMT, PRKCE, RXRA, LTBP1, LDLR, RBPMS, CACNA1A, RGS4, COL5A2, PTPN21, PRKAR2B, GJA1, \nBCKDHB, DMAC2L, SERPINE1, AMPH, MIOS, CITED2, COL1A2, INSIG1, FYN, WDR37, ZMIZ1, PMP22, CDON, PIK3R3, NOTCH2, SYNJ2, SMAD7, MAP1B, TENT4A, PTEN, DYRK1A, NEK7, SPOP, F3, ERBB2, GRK5, DUSP1, VLDLR, CAV1, COL11A1, CDC42BPA, CDK13, SFMBT1, ADORA2B, BHLHE40, COL3A1, KCNMA1, SYNE1, IGF1R, CELF2, MTA1, EFEMP1, LAMC1, PHF3, SCAF8, VAV2, PIAS3, ACVR2A, NRP1, MRPS31, CCN1, DAB2, MAGI2, ANXA4, COL1A1, \nSCHIP1, DDAH1, PDGFRB, ATRX, KALRN, TGFBR2, PTGFR, ATP2C1, ARHGEF9, NFKB1, MGLL, FBLN5, PDLIM5, MAPK14, SRI, INPP4B, IGFBP5, ITGB3, BDNF, ID1, SNAI2, SCN8A, ATP2B1, FHL2, KIT, APBB2, PIK3CD, DLC1, MT1E, DBP, HAS2, SLC22A18, ICA1"]
["HALLMARK_ANGIOGENESIS",0.0177995686300669,0.0355991372601339,0.502817907566641,1.53838801773445,"VCAN, POSTN, FSTL1, LRPAP1, STC1, LPL, VEGFA, PF4, THBD, FGFR1, TNFRSF21, CCND2, COL5A2, \nITGAV, SERPINA5, KCNJ8, APP, JAG1, COL3A1, SPP1, NRP1, OLR1, PDGFA, PTK2, SLCO2A1, PGLYRP1, VAV2, S100A4, MSX1, VTN, TIMP1, APOH, PRG2, JAG2, LUM, CXCL6"]
["HALLMARK_HEME_METABOLISM",0.0303514376996805,0.0583681494224625,-0.208838285880094,-1.24918453432598,"ALAS2, PPOX, FECH, HMBS, GYPB, ALAD, RHD, GYPA, SELENBP1, BLVRB, GYPE, GYPC, EPB42, SLC4A1, RHCE, RHAG, TAL1, MARCHF8, SPTB, UROD, HBQ1, DCAF11, ERMAP, EIF2AK1, CPOX, MPP1, GLRX5, TSPAN5, OSBP2, ANK1, NFE2, AHSP, SPTA1, MAP2K3, BNIP3L, SLC22A4, CLIC2, TRAK2, GCLC, KEL, RANBP10, TRIM10, TSPO2, UROS, XK, SNCA, MARK3, UBAC1, CA1, CA2, BSG, FOXO3, KLF1, CDC27, KAT2B, NARF, GCLM, FBXO7, \nH1-0, HEBP1, HBD, NUDT4, FBXO9, RAD23A, CROCCP2, TMCC2, BLVRA, GATA1, RBM38, PRDX2, RNF123, MINPP1, TNS1, CTSE, DMTN, HDGF, XPO7, MKRN1, SMOX, TFDP2, MXI1, HBB, MOSPD1, SLC25A37, SLC30A1, ABCB6, SLC6A8, TFRC, RCL1, TOP1, EPOR, TNRC6B, ACSL6, GAPVD1, MGST3, SLC30A10, CAT, BCAM, HBZ, ACKR1, PSMD9, ISCA1, PDZK1IP1, H4C3, ICAM4, MOCOS, ADD1, FTCD, ADD2, BMP2K, BPGM, CLCN3, E2F2, HAGH, KDM7A, \nOPTN, RAP1GAP, CTNS, NFE2L1, ELL2, SLC2A1, PIGQ, KLF3, EPB41, LAMP2, TMEM9B, EZH1, CTSB, ATG4A, MFHAS1, MYL4, RNF19A, BTG2, SLC11A2, ADIPOR1, ASNS, DCUN1D1, ALDH1L1, DCAF10, YPEL5, SEC14L1, USP15, RIOK3, SIDT2, FOXJ2, TCEA1, VEZF1, LPIN2, PC, HBBP1, CDR2, CCND3, SLC25A38, TENT5C, FBXO34, BACH1, NR3C1, AQP3, TRIM58, LMO2, PICALM, NCOA4, GDE1, SLC6A9, NNT, ARHGEF12, PPP2R5B, C3, MARCHF2, UCP2, \nSYNJ1, FN3K, ABCG2, DAAM1, AGPAT4, CCDC28A, GMPS, ACP5, SLC10A3, ALDH6A1, CIR1, RBM5, HTRA2, IGSF3, BTRC, PGLS, SLC66A2, SDCBP, LRP10, NEK7, ARL2BP, ENDOD1, P4HA2, HTATIP2, SLC7A11, KHNYN, MBOAT2, ATP6V0A1, CAST, TYR"]
["HALLMARK_COAGULATION",0.000245200706995372,0.00107935784252774,0.494498222068627,1.71077479032804,"F2, PROC, C1S, MMP14, F10, PLG, C1R, SERPINE1, SERPING1, C2, F12, CFI, MMP2, C3, F9, CTSO, TMPRSS6, MMP9, PROZ, MMP1, CFB, BMP1, VWF, FGA, F11, THBD, FURIN, MMP11, F8, LGMN, HPN, CTSB, MBL2, F13B, TIMP1, CTSV, MMP8, A2M, MMP10, MASP2, FGG, C8A, PLAU, ADAM9, GSN, CAPN2, PLAT, FN1, CTSH, OLR1, SPARC, RGN, C8B, LAMP2, C9, PROS1, CLU, F2RL2, CD9, CFH, PREP, LTA4H, GP9, DUSP14, \nCTSK, GDA, CASP9, APOC1, CRIP2, KLK8, SERPINC1, ANXA1, ITIH1, PRSS23, FBN1, MST1, F3, KLF7, CTSE, ITGB3, CAPN5, CSRP1, KLKB1, MSRB2, TFPI2, MMP3, MEP1A, GP1BA, APOA1, SERPINA1, TF, PEF1, GNG12, SIRT2, COMP, HTRA1, MAFF, LRP1, PF4, CPQ, MMP15, RABIF, HRG, C8G, APOC2, SERPINB2, RAPGEF3, CPN1, ITGA2, RAC1, DPP4, WDR1, THBS1, FYN, PDGFB, SH2B2, PECAM1, MMP7, DUSP6, CPB2, S100A13, CFD, DCT, \nLEFTY2, ANG, C1QA, HMGCS2, ISCU, PLEK, APOC3, P2RY1, USP11, TIMP3, ACOX2, HNF4A, S100A1, GNB2, ARF4"]
["HALLMARK_IL2_STAT5_SIGNALING",0.0142372336793912,0.0296609034987316,0.364143459298573,1.3539161879236,"SOCS2, CISH, PIM1, IL2RA, TNFRSF4, SOCS1, TNFRSF9, XBP1, RRAGD, HK2, PHLDA1, IL2RB, CTLA4, NFIL3, CD83, IKZF2, IL10, TNFRSF18, DHRS3, ECM1, ADAM19, SLC2A3, HIPK2, BATF3, BHLHE40, PTGER2, DENND5A, ITIH5, PHTF2, GADD45B, NRP1, NCOA3, CD79B, AHR, TNFRSF1B, NDRG1, BCL2L1, GABARAPL1, LIF, TIAM1, BMPR2, MAP3K8, RHOB, MYC, S100A1, ETFBKMT, CAPG, ST3GAL4, PENK, IRF4, CST7, WLS, TLR7, IKZF4, GBP4, \nRGS16, SPP1, IL13, SLC29A2, NFKBIZ, IL4R, MXD1, CSF2, FAH, CTSZ, ITGAE, MUC1, MAPKAPK2, TNFRSF21, NT5E, FLT3LG, CCND2, TRAF1, LCLAT1, IL3RA, CYFIP1, BCL2, FGL2, PRNP, EEF1AKMT1, PUS1, ITGAV, NCS1, DCPS, AMACR, FAM126B, PTH1R, ODC1, IGF1R, PTCH1, ENO3, CD81, MAFF, EMP1, CDKN1C, CAPN3, IL1R2, SYT11, TTC39B, ANXA4, BATF, P4HA1, GPR65, SLC1A5, IGF2R, CKAP4, CCR4, CD44, P2RX4, GATA1, KLF6, ARL4A, \nHOPX, GPR83, ITGA6, CD48, DRC1, SELP, GLIPR2, SMPDL3A, PLSCR1, FURIN, SERPINB6, TNFSF11, GPX4, LRRC8C, CCNE1, CASP3, SH3BGRL2, SNX9, PLEC, BMP2, ICOS, ALCAM, LTB, ENPP1, IL1RL1, MYO1C, IFNGR1, PLIN2, IL18R1, AHNAK, PRKCH, TNFRSF8, SYNGR2, GALM, POU2F1, EOMES, NOP2, PTRH2, RHOH, CDC6, MYO1E, CXCL10, SNX14, IRF6, IL10RA, MAP6, TNFSF10, SPRED2, SELL, SERPINC1, CDCP1, RORA, COCH, CSF1, F2RL2, \nUCK2, CA2, IFITM3, UMPS, HUWE1, COL6A1, ABCB1, RNH1, IRF8, GUCY1B1, AHCY, PRAF2, GSTO1, TWSG1, CDC42SE2, PLAGL1, APLP1, PLPP1, SPRY4, SCN9A, SHE, PDCD2L, CCND3, LRIG1, SWAP70, SLC39A8, RABGAP1L, TGM2, PNP, AGER, ETV4, CD86"]
["HALLMARK_BILE_ACID_METABOLISM",0.987951431806143,0.993456234168308,0.158243801407808,0.586085467555482,"SCP2, ABCD3, SLC27A2, HSD3B7, HSD17B4, AKR1D1, ABCD2, PEX1, CYP8B1, PNPLA8, PHYH, SLC27A5, CYP7B1, CYP27A1, PEX26, AGXT, PEX7, CROT, CYP39A1, ABCA3, CYP7A1, HACL1, PIPOX, PEX6, SOD1, GNPAT, HSD3B1, ABCA2, HAO1, PEX16, ABCD1, ACSL1, MLYCD, ABCG8, AQP9, ISOC1, NR1H4, PEX19, NPC1, HSD17B11, AMACR, CYP46A1, PEX13, IDH1, PEX11A, HSD17B6, EPHX2, PRDX5, PXMP2, BBOX1, FADS2, ALDH9A1, APOA1, OPTN, \nGSTK1, ABCG4, ALDH8A1, NR3C2, ABCA6, RETSAT, FADS1, PECR, PEX12, CAT, GNMT, ABCA9, ACSL5, LONP2, DHCR24, ABCA8, PFKM, DIO1, RXRA, FDXR, TTR, KLF1, SLC29A1, BCAR3, LCK, PEX11G, SLCO1A2, ALDH1A1, SULT1B1, NR1I2, GC, ABCA4, SLC35B2, SLC23A1, NUDT12, ABCA1, PAOX, SLC22A18, DIO2, RBP1, SLC23A2, ATXN1, GCLM, NEDD4, RXRG, AR, BMP6, SERPINA6, LIPE, EFHC1, IDH2, IDI1, CH25H, ABCA5, SULT2B1, SOAT2, \nTFCP2L1, NR0B2"]
["HALLMARK_PEROXISOME",0.468310004116921,0.600397441175539,0.290016837193374,1.01669787269077,"ABCD3, ACOT8, ACOX1, ACSL1, ECH1, ECI2, EHHADH, GSTK1, HSD17B4, MLYCD, PEX11A, RETSAT, SLC27A2, PEX13, PEX14, SCP2, HSD3B7, GNPAT, ABCD2, SLC25A17, PEX2, ACAA1, HAO2, HSD17B11, CRAT, PEX11B, LONP2, IDH1, FIS1, PEX6, ABCB4, SOD1, ABCB1, ISOC1, YWHAH, EPHX2, ABCD1, HMGCL, ACSL5, ALDH9A1, DHCR24, ELOVL5, NUDT19, PRDX5, CTPS1, IDE, SLC23A2, PEX5, BCL10, NR1I2, TSPO, CNBP, MSH2, DHRS3, DIO1, \nSLC25A4, PRDX1, IDI1, HRAS, MVP, ABCC8, CLN6, CAT, ACSL4, IDH2, ABCC5, SOD2, SLC35B2, FDPS, ALB, FADS1, STS, SMARCC1, ITGB1BP1, SIAH1, SLC25A19, CDK7, RXRG, ALDH1A1, UGT2B17, CADM1, SERPINA6, CLN8, RDH11, CTBP1, HSD11B2, TTR, ERCC3, ATXN1, SULT2B1, CRABP2, CRABP1, TOP2A, SCGB1A1, ERCC1, DLG4, PABPC1, FABP6, ABCB9, CACNA1B, SEMA3C, VPS4B, CEL, ESR2"]
["HALLMARK_ALLOGRAFT_REJECTION",{"v":4.01408945398348e-05,"d":"4.01E-05"},{"v":0.000223004969665749,"d":"2.23E-04"},0.442894008367337,1.65095738115721,"PTPRC, IL12B, TGFB1, IL12A, CD3E, CD3D, CD28, LYN, HCLS1, IL18, CRTAM, IFNG, CD3G, CD86, IL10, UBE2N, BCL10, CD4, LCK, NCK1, C2, HLA-A, ITGB2, HLA-DQA1, CD1D, CD80, HLA-DRA, THY1, TLR1, HLA-G, HLA-DMB, IL7, IL4, TNF, CD247, IL2, HLA-DMA, STAT1, IRF4, SRGN, INHBA, TLR3, ZAP70, CD74, CD40, TRAF2, B2M, BCL3, LTB, IFNGR1, CCR5, CD40LG, HLA-DOA, GLMN, IL6, HLA-E, CD2, CCL5, FAS, FASLG, \nTLR6, PF4, TGFB2, CD79A, INHBB, ELANE, SPI1, MAP3K7, IL15, CTSS, CD47, PRF1, IL12RB1, LCP2, SOCS1, CDKN2A, STAT4, CD7, HLA-DOB, CD8A, ICAM1, CCL4, GZMB, CSF1, IL11, STAB1, IL2RA, NLRP3, CCND3, EIF3A, SIT1, IFNAR2, HDAC9, CARTPT, TRAT1, CCL22, APBB1, FYB1, IL1B, TIMP1, RPS19, JAK2, KRT1, WARS1, IFNGR2, CCR2, EREG, MMP9, EGFR, IL16, CFP, WAS, ITGAL, KLRD1, RARS1, TLR2, CCND2, IL2RG, ETS1, \nITK, NCR1, MAP4K1, CCL19, PSMB10, RPL39, EIF3J, ABCE1, CD8B, F2, ELF4, LY86, FCGR2B, GBP2, PRKCG, RPS9, MTIF2, GZMA, AARS1, CD96, CSK, HIF1A, CCL2, ICOSLG, NPM1, IL4R, CCL11, NME1, FLNA, GPR65, ACHE, EIF3D, IGSF6, F2R, IL13, TAP1, DARS1, IRF7, ACVR2A, CXCR3, PRKCB, CXCL9, PTPN6, NCF4, UBE2D1, LIF, CCR1, MBL2, DEGS1, TPD52, AKT1, RIPK2, IKBKB, GCNT1, SOCS5, IRF8, TAP2, EIF4G3, ABI1, \nCCL7, IL2RB, BRCA1, FGR, IL18RAP, MRPL3, CXCL13, CAPG, EIF5A, RPS3A, GALNT1, ST8SIA4, CCL13, RPL3L, LY75, TAPBP, NOS2, RPL9, BCAT1, IL9, IL27RA, DYRK3"]
["HALLMARK_SPERMATOGENESIS",0.00185012919896641,0.0048687610499116,0.461412727471038,1.60259574166212,"PDHA2, TSSK2, TNP1, ZPBP, DPEP3, ADAM2, ACTL7B, GAPDHS, TUBA3C, LDHC, DDX25, PRM2, TCP11, PIAS2, PAPOLB, OAZ3, PHF7, ODF1, ACRBP, YBX2, CSNK2A2, NAA11, TULP2, ADAD1, SYCP1, DDX4, MLF1, TEKT2, SPATA6, PGK2, HSPA2, ACRV1, CLPB, CRISP2, ZC2HC1C, AKAP4, CCNA1, CCT6B, PACRG, GSG1, THEG, HSPA4L, CST8, DCC, HSPA1L, GSTM3, DNAJB8, IL13RA2, CAMK4, LPIN1, ZC3H14, COIL, PHKG2, KIF2C, RPL39L, SLC2A5, \nPCSK4, AURKA, MLLT10, NOS1, ART3, CCNB2, NPHP1, CLGN, MAST2, MTOR, CDKN3, ZNRF4, AGFG1, SNAP91, PSMG1, CHFR, TNP2, EZH2, HBZ, ARL4A, SLC12A2, BRAF, VDAC3, POMC, IFT88, TKTL1, NEK2, STAM2, H1-6, GMCL1, MTNR1A, RFC4, DBF4, PRKAR2A, TTK, DMC1, NCAPH, PEBP1, CHRM4, TOPBP1, SCG5, NEFH, MAP7, BUB1, SEPTIN4, PGS1, NPY5R, TSN, CDK1, SHE, PARP2, TNNI3, PCSK1N, IDE, GPR182, RAD17, TLE4, ACE, \nSIRT1, HTR5A, TALDO1, NF2, CLVS1, CNIH2, GRM8, STRBP, ADCYAP1, ALOX15, MEP1B, SCG3, GFI1, ELOVL3, IL12RB2, DMRT1, GAD1, CFTR, JAM3, IP6K1, HOXB1"]
["HALLMARK_KRAS_SIGNALING_UP",0.0341392162788355,0.0632207708867324,0.357865016754626,1.31711621582551,"ANGPTL4, ITGA2, SPRY2, HBEGF, RBP4, HSD11B1, ETV4, GLRX, DUSP6, SCG5, ETV5, ITGB2, AKT2, PPBP, G0S2, GABRA3, IRF8, BIRC3, FGF9, DCBLD2, INHBA, TFPI, TSPAN1, ADAM8, SLPI, PRKG2, MMP11, MMP10, TMEM158, TNFAIP3, PRDM1, GALNT3, ETS1, MMP9, WNT7A, IGFBP3, SPP1, ETV1, CLEC4A, CCND2, TSPAN7, ITGBL1, EMP1, CDADC1, KIF5C, TRIB2, SDCCAG8, PCP4, CFHR2, ALDH1A2, NR0B2, ALDH1A3, AMMECR1, SATB1, GUCY1A1, \nCSF2, APOD, TOR1AIP2, CMKLR1, TMEM176B, ADGRA2, LAPTM5, CD37, CAB39L, CIDEA, ZNF639, IL1B, GYPC, LY96, FLT4, SPON1, BMP2, PLEK2, IGF2, NR1H4, SNAP25, ACE, PRRX1, C3AR1, TRAF1, TLR8, ID2, TMEM100, PLAUR, GADD45G, CBX8, SCN1B, PTBP2, NAP1L2, AKAP12, PLAT, SCG3, ANO1, IL1RL2, CXCL10, ATG10, YRDC, HDAC9, PEG3, SEMA3B, TNNT2, LIF, CFB, BTC, PPP1R15A, PTPRR, CCL20, ARG1, RETN, KLF4, MMD, PDCD1LG2, \nH2BC3, HOXD11, TRIB1, F2RL1, ANXA10, TSPAN13, MTMR10, CFH, LAT2, ERO1A, RELN, KCNN4, TMEM176A, MAP4K1, PTGS2, IL33, MAFB, LCP1, NGF, CA2, SERPINA3, RGS16, CTSS, USP12, CPE, SPARCL1, ABCB1, USH1C, CSF2RA, BTBD3, IL2RG, DNMBP, IL10RA, EREG, PRELID3B, EPHB2, FBXO4, CROT, MPZL2, ANKH, CBR4, DOCK2, GPRC5B, RABGAP1L, MALL, STRN, ST6GAL1, PIGR, VWA5A, PSMB8, F13A1, NRP1, SOX9, JUP, ADGRL4, ZNF277, \nEPB41L3, PCSK1N, FUCA1, PLVAP, ADAM17, AVL9, ADAMDEC1, HKDC1, MAP7, IL7R, RBM4, BPGM, ENG, GFPT2, PLAU, GNG11, PTCD2, MAP3K1, CBL, CXCR4, NIN, IKZF1, WDR33, MYCN, FCER1G, PECAM1, CCSER2, SNAP91, EVI5, TNFRSF1B, GPNMB, TPH1"]
["HALLMARK_KRAS_SIGNALING_DN",0.00030750307503075,0.00118270413473366,-0.393857373773761,-2.11170018857689,"CDH16, SPTBN2, FGFR3, NOS1, PDE6B, SIDT1, NTF3, SCN10A, TAS2R4, DTNB, HTR1D, MAST3, SLC6A3, CLDN8, TGM1, PCDHB1, THRB, YPEL1, RYR2, GDNF, CAMK1D, AMBN, LFNG, SERPINA10, ALOX12B, CALCB, FGGY, SPRR3, ATP6V1B1, EDN1, UPK3B, GAMT, PRODH, RYR1, GPR19, SLC29A3, EDN2, GPRC5C, C5, ZC2HC1C, EDAR, KCNMB1, TENT5C, STAG3, KRT4, SLC25A23, INSL5, GP1BA, KMT2D, ABCG4, MYH7, BRDT, PTGFR, KCNN1, SELENOP, \nIFI44L, PROP1, LGALS7, BMPR1B, PDK2, DCC, SNCB, COL2A1, UGT2B17, NPY4R, DLK2, WNT16, SLC6A14, ITGB1BP2, SLC12A3, YBX2, CKM, CPB1, MAGIX, ARHGDIG, CALML5, KRT1, MTHFR, ABCB11, MYOT, CELSR2, KLK7, THNSL2, CHRNG, NR4A2, CD40LG, KRT13, GP2, CD207, CCR8, ZBTB16, PRKN, CPA2, MEFV, CCNA1, SLC38A3, KLK8, CYP39A1, KCNQ2, SLC30A3, CHST2, ITIH3, EGF, MSH5, TEX15, CLPS, ENTPD7, CLSTN3, CYP11B2, CLDN16, \nHSD11B2, COQ8A, HNF1A, FGF22, TFCP2L1, OXT, KCND1, MACROH2A2, NRIP2, RGS11, CPEB3, TG, PTPRJ, NUDT11, FSHB, IDUA, TNNI3, GTF3C5, TFF2, SSTR4, COPZ2, PDCD1, SLC16A7, KCNE2, MFSD6, KLHDC8A, CNTFR, IL5, NPHS1, SCGB1A1, CCDC106, PAX3, VPREB1, TSHB, CACNA1F, AKR1B10, P2RX6, KRT15, PAX4, BTG2, GPR3, GRID2, TCL1A, PLAG1, PKP1, IRS4, IL12B, EPHA5, SOX10, SNN, CACNG1, SPHK2, IGFBP2, CAPN9, TCF7L1, \nTGFB2, SMPX, LYPD3, PNMT, SYNPO, MX1, IFNG, NR6A1, ACTC1, RSAD2, ADRA2C, BARD1, HTR1B, FGF16, TENM2, CDKAL1, SHOX2, SGK1, RIBC2, SKIL, NGB, ASB7, MYO15A, SLC5A5, KRT5, ZNF112, TFAP2B, VPS50, CD80, ATP4A, ARPP21, SERPINB2, TLX1, EFHD1, P2RY4"]
["HALLMARK_PANCREAS_BETA_CELLS",0.203317759462439,0.282385777031165,-0.362853434638862,-1.20737110572928,"PAX6, NEUROD1, ISL1, NKX2-2, PCSK1, NKX6-1, SLC2A2, SEC11A, DCX, SPCS1, FOXA2, GCK, MAFB, INS, PDX1, \nABCC8, IAPP, SRP9, NEUROG3, FOXO1, AKT3, GCG, DPP4, PAX4, SYT13, SCGN, HNF1A, STXBP1, CHGA, VDR, PCSK2, INSM1, SST, ELP4, SRPRB, PAK3, G6PC2, PKLR, LMO2, SRP14"]

{"sheet":"Immune gene sets","index":2,"n_rows":135,"n_cols":6,"rows_kept":135,"merged":[[0,0,0,5],[1,0,2,0],[1,1,1,4],[1,5,2,5]],"flags":["formulas_cached_only"]}
["Immune-related gene sets"]
["Pathways","C2 versus C1",{"$nulls":3},"Gene sets"]
[null,"P-value","Adjusted \nP-value","Enrich score","Normalized \nenrich score"]
["aDC_V1",0.728921558835867,0.910546714209046,0.634618594558504,0.846308637285894,"CCL1, EBI3, INDO, LAMP3, OAS3"]
["Angiogenesis",0.214330313490334,0.625092609231603,0.440929145006029,1.21777572057933,"CDH5, ELTD1, CLEC14A, LDB2, ECSCR, MYCT1, RHOJ, VWF, TIE1, KDR, ESAM, PTPRB, GPR116, SPARCL1, EMCN, \nROBO4, ENG, TEK, S1PR1, A2M, JAM2, COL15A1, PECAM1, CALCRL, CLEC3B, PLVAP, RGS5, LRRC32, EBF1, ADCY4, ACVRL1, GPR124, APLNR, TM4SF18, GNG11, CNRIP1, ZNF423, GIMAP8, PDGFD, ITGA9, EDNRB"]
["APM1",0.171799127174381,0.539940113976625,0.72254069038311,1.23595128149189,"HLA-A, HLA-B, HLA-C, TAP1, TAP2, TAPBP, B2M"]
["B_cell_PCA_16704732",0.46513098464318,0.818630532971996,0.272928635367037,1.01711750667522,"SLC22A3, IGKC, FGD2, SIDT2, CACNA2D2, USP6NL, CPSF2, UBR5, NIPAL4, WEE1, PMAIP1, SLC2A5, BEND4, SP140, GLDC, GSTZ1, EML6, FCRLA, LRMP, BTK, HLA-DMB, SAV1, PLEKHF2, STAG3, HHEX, LINC00926, WDR11, SSU72, CD19, SYNGR2, ZNF532, TRIM56, MEF2C, INPPL1, NFKBIE, JUP, EGR1, FCRL2, TBC1D1, ANKH, TRIO, RGS13, SSPN, ATG4A, C11orf24, PRKCE, RALGPS2, AIM2, PIK3AP1, BACE2, COPS3, CD22, FCRL5, PHF16, POLD4, \nTSPAN33, EPHX1, PEA15, CNR2, IFNGR2, TSPAN31, PCCA, ANXA4, RAP1GAP2, MYBL2, CD72, CIITA, PMEPA1, CR1, ITPR1, IFI27, HLA-DOA, CDKN2A, ZNF207, SYT17, EVI5L, TUBB6, DDR1, COL14A1, CHD7, APOBEC3B, FAM129C, SCRN1, TAP2, MARCKS, SNX10, CCNG2, CYBB, BRD4, PLEKHO1, RNASE6, STAP1, ATP6V0A1, VPS53, RFX3, MOB3B, KDM4B, CORO1C, TCL1A, RAB30, SEMA4B, DENND5B, ARHGEF3, UVRAG, TSPAN3, PARP14, CTSZ, HLA-DPB1,F5, PPAPDC1B, ZYG11B, GSAP, BLK, CLIC4, HUWE1, NAA50, DAPP1, FIG4, SRGAP2, FCGR2B, BCL7A, GUSBP11, OSBPL10, CD200, RHOH, SH3BP5, CEBPB, GNA12, PALM2-AKAP2, NKG7, IRF8, TNFRSF17, CYB561A3, ADK, CORO2B, CD86, WDR83OS, STX7, IGJ, CD1D, HLA-DPA1, KLHL14, RALGAPB, HLA-DQB1, HCG18, RCSD1, PSEN2, MZB1, HRK, TNFRSF18, IL4R, MTPN, DRAM2, TEAD2, MTSS1, SMAGP, NCF4, RBMS3, SKAP2, HSPA5, HIST1H2BK, CR2, ODC1, LHFPL2, TCTN1, ADRBK2, DMXL1, KYNU, PIK3C2B, FUBP1, HLA-DRA, CCDC25, BMF, SETBP1, SAMD9, MGME1, FCRL1, PUS10, CD180, RNF141, CD79A, LY86, TNS3, NUP88, TLR7, HVCN1, ZNF154, BTLA, RFX5, ZCCHC7, SNX29P2, CYTH1, BTNL9, CD79B, GYLTL1B, CD38, SYVN1, IFIT3, BLNK, HERPUD1, DTX1, RHOBTB2, CXCR5, KLF1, VPREB3, CHERP, SLC2A1, E2F5, HECW2, WDR34, TLR10, LYN, IGHG1, CCDC50, KAZN, PLCG2, MYO1E, CORO1A, \nPOU2F2, AFF3, GM2A, POU2AF1, FNBP4, UROS, BIRC3, WIPF1, TPD52, IGL, MS4A1, BCL11A, SMAD3, ADAM28, DNAJC10, STAT6, HLA-DQB2, IGLL1, ABCA1, MAP3K8, BSG, LETMD1, SMC6, SPIB, NR1H2, SEL1L3, FOXP1, TOP2A, HLA-DRB1, IRF4, LGALS9, UBE2J1, 43160, ACTA2, SHMT2, RRAS2, SYK, GCNT1, SYPL1, SUN2, MMP11, SNX2, HLA-DQA1, AMFR, PRICKLE1, TTC7A, SLC15A2, CD74, TFEB, CD83, ARHGAP24, FBXO41, SWAP70, BANK1, SERPINA1, L3MBTL4, PRCP, DNAH11, GRAMD1C, GUCD1, TLR1, KIAA0226L"]
["B_cells_V1",0.0813327814569536,0.335497723509934,-0.360184555120841,-1.37831272135132,"ABCB4, BACH2, BCL11A, BLK, BLNK, CCR9, CD19, CD72, COCH, CR2, DTNB, FCRL2, GLDC, GNG7, HLA-DOB, \nHLA-DQA1, IGHA1, IGHG1, IGHM, IGKC, IGL, KIAA0125, MEF2C, MICAL3, MS4A1, OSBPL10, PNOC, QRSL1, SCN3A, SLC15A2, SPIB, TCL1A, TNFRSF17"]
["Bcell_mg_IGJ",0.716357389688992,0.910546714209046,0.634618594558504,0.846308637285894,"IGL@, IGHM, IGHG3, IGHV1-69, LOC652128, IGKC, IGLJ3, IGJ, IL8, NTN2L, CTA-246H3.1, IGKV1D-13, IFI6, IGHA1, \nIGKV1OR2-108, IGKV1OR15-118"]
["Bcell_receptors_score",0.893039111469521,0.972810374084895,0.255702405118558,0.662266202886551,"CD19, CD1C, CD1D, CD20, CD200, CD22, CD24, CD38, CD72, CD74, CD79A, CD79B, CD83, CD86, FCGR2B"]
["Buck14_score",0.760298097957065,0.912357717548478,-0.30711825305838,-0.775150236305264,"CXCL13, CLIC5, RGS4, RPS28, RFX7, EXOC7, HAPLN1, ZNF3, SSX3, HRBL, PRRG3, ABO, PRTN3, MATN1"]
["CD103neg_mean_25446897",0.45969556198323,0.818630532971996,0.272928635367037,1.01711750667522,"ABCC3, APOE, C1QA, C1QB, C1QC, C5AR1, CYP4F18/CYP4F3A, LYVE1, MERTK, MRC1, MS4A7, SIGLEC1, STAB1, \nTLR7, TMEM119, TMEM37, TREM2"]
["CD103pos_mean_25446897",0.678003169572108,0.910546714209046,0.634618594558504,0.846308637285894,"BATF3, BTLA, CCR7, CLEC9A, FLT3, IRF8, KIT, MYCL1, XCR1, ZBTB46"]
["CD8_CD68_ratio",0.98240217326169,0.98240217326169,0.509096978801536,0.67891671323566,"CD8A, CD68"]
["CD8_PCA_16704732",0.527572961823953,0.849263792204412,0.381564469247622,0.968692967270112,"DUSP2, GPR56, CST7, FCGBP, S100B, ADRB2, KLRC4, CCL5, IL2RB, GNLY, KLRC1, CD8A, C1orf21, CCL4L1, TBX21, \nTSPAN32, KLRG1, PRF1, GZMH"]
["CD8_T cells_V1",0.800474816548152,0.922969889666319,0.259700814962531,0.765247426306084,"ABT1, AES, APBA2, ARHGAP8, C12orf47, C19orf6, C4orf15, CAMLG, CD8A, CD8B, CDKN2AIP, DNAJB1, FLT3LG, \nGADD45A, GZMM, KLF9, LEPROTL1, LIME1, MYST3, PF4, PPP1R2, PRF1, PRR5, RBM3, SF1, SFRS7, SLC16A7, TBCC, THUMPD1, TMC6, TSC22D3, VAMP2, ZEB1, ZFP36L2, ZNF22, ZNF609, ZNF91"]
["CD8A",0.98240217326169,0.98240217326169,0.509096978801536,0.67891671323566,"CD8A"]
["CHANG_CORE_SERUM_RESPONSE_UP",{"v":1.00885777123141e-05,"d":"1.01E-05"},0.000227891896371339,0.638633513707603,2.34060816292134,"CEP78, LSM3, LRRC40, STK17A, RPN1, JUNB, NUP85, FLNC, HMGN2, RPP40, UQCR10, AIMP2, CHEK1, VTA1, EXOSC8, CENPO, PNO1, SLC16A1, WDR77, UBE2J1, NOP16, NUDT1, SMC2, SLC25A5, NUPL1, DLEU2, PDAP1, CCBL2, COX17, BCCIP, PLG, RGS8, SNRPC, PLK4, NUTF2, LSM4, SMS, EBNA1BP2, C13orf27, VDAC1, PSMD14, MYCBP, SMURF2, GNG11, F3, IL7R, BRIP1, HNRNPA2B1, DCK, ALKBH7, HN1L, MSN, TPM1, HYLS1, HAUS1, NUP93, \nSNRPE, ITGA6, CENPN, C11orf24, GGH, PFKP, FARSA, EIF2AK1, CENPW, TUBA4A, TRA2B, UMPS, MRTO4, NUDT15, PGM2, DBNDD1, SNRPB, MNAT1, NUP35, TCEB1, HSPB11, C19orf48, ID3, IPO4, FARSB, EIF4G1, SKA1, MFSD11, PLAUR, MARVELD2, MCM3, DHFR, RNF41, ID2, H2AFZ, CDK2, NCLN, ZWILCH, DYNLT1, C16orf61, SLC25A40, RHOC, CCT5, PDIA4, SNRPA, RBM14, PDLIM7, PITPNC1, TPM3, CORO1C, ERLIN1, PAICS, TPRKB, SKA2, MYBL1, \nSH3BP5L, BRCA2, SAR1A, POLR3K, MRPS28, NUP107, TUBG1, PNN, FAM167A, RFC3, MYL6, MCM7, MAGOHB, FAM89B, TOMM40, CDCA4, MT3, MTHFD1, PSMD12, MYBL2, CKLF, NRIP3, EZR, C12orf24, GPLD1, SRM, RAB3B, NLN, MT1F, TNFRSF12A, TPI1, HAS2, APOO, FBXO41, MRPL37, GSTCD, SDC1, WDR54, RNF138, APITD1, RMND5B, ENO1, MAP3K8, TMEM130, SNX17, KRR1, TAGLN, PA2G4, RUVBL1, SNRPD1, LOXL2, POLE2, MAPRE1, IMP4, EMP2, \nPSMD2, MET, IFRD2, LMNB2, PLOD2, NCEH1, NME1, STRA13, ACTL6A, DLEU1, SNRPA1, CBX1, LYAR, PTPLB, PFN1, CENPJ, COTL1, SPRYD7, USPL1, MRPL12, ADAMTS1, GLRX3, WSB2, MRPS16, DCLRE1B, MKKS, C3orf26, CPEB4, SPAG17, MLF1IP, UAP1, COQ2, WDHD1, DCBLD2, KIAA0090, SAR1B, PSMA7, PSMC3, COPS6, DUT, PPIH, PHF19, TPM2, MCTS1, EIF4EBP1, HNRNPR"]
["Chemokine12_score",0.335109952018636,0.70087351078738,0.460947073466615,1.11554681299194,"CCL2, CCL3, CCL4, CCL5, CCL8, CCL18, CCL19, CCL21, CXCL9, CXCL10, CXCL11, CXCL13"]
["CSF1_response",{"v":1.0199606295197e-05,"d":"1.02E-05"},0.000227891896371339,0.638633513707603,2.34060816292134,"CORO1A, MNDA, CCRL2, SLC7A7, HLA-DMA, FYB, RNASE6, TLR2, CTSC, LILRB4, PSCDBP, CTSS, RASSF4, MSN, CYBB, LAPTM5, DOCK2, FCGR1A, EVI2B, ADCY7, CD48, ARHGAP15, ARRB2, SYK, BTK, TNFAIP3, FCGR2A, VSIG4, FPRL2, IL10RA, IFI16, ITGB2, IL7R, TBXAS1, FMNL1, FLI1, RASSF2, LYZ, CD163, CD97, CCL2, FCGR2B, MERTK, CD84, CD53, CD86, HMHA1, CTSL, EVI2A, TNFRSF1B, CXCR4, LCP1, SAMHD1, CPVL, HLA-DRB1, C13orf18, \nGIMAP4, SAMSN1, PLCG2, OSBPL3, CD8A, RUNX3, FCGR3A, AMPD3, MYO1F, CECR1, LYN, MPP1, LRMP, FGL2, NCKAP1L, HCLS1, SELL, CASP1, SELPLG, CD33, GPNMB, NCF2, FNBP1, IL18, B2M, SP140, FCER1G, LCP2, LY86, LAIR1, IFI30, TNFSF13B, LST1, FGR, NPL, PLEK, CCL5, PTPRC, GNPTAB, SLC1A3, HCK, NPC2, C3AR1, PIK3CG, DAPK1, ALOX5AP, CSF1R, CUGBP2, APOE, APOC1, CD52, LHFPL2, C1orf54, IKZF1, SH2B3, WIPF1"]
["CSR_Activated_15701700",{"v":1.00239572578463e-05,"d":"1.00E-05"},0.000227891896371339,0.638633513707603,2.34060816292134,"ACAS2, ACINUS, ADAMTS1, ADD3, AIP1, ALEX3, APOD, APP, ARHC, ARHGAP12, ARHGEF3, ATP6V0A1, AXIN2, BAF53A, BBC3, BCCIP, BCL6, BF, BHC80, BHLHB2, BM039, BOCT, BRCA2, BRIP1, C11ORF14, C11ORF24, C13ORF1, C1ORF33, C1S, C20ORF108, C5ORF4, C6ORF55, C8ORF13, CAMLG, CBX1, CCNG2, CCNL2, CCT5, CDC14B, CDCA4, CDK2, CDKN1A, CDKN1C, CENPJ, CGI-121, CHEK1, CKLF, CL640, CLCN6, CLIC2, CNTNAP1, COPS6, CORO1C, \nCOTL1, COX17, CPR8, CRTAP, CSF1, CST3, CTNS, CTSF, CYP27A1, DC13, DCK, DCLRE1B, DEPP, DHFR, DHRS6, DKFZP434B103, DKFZP434L142, DKFZP434O1427, DKFZP586A0522, DKFZP727G051, DKFZP761L1417, DKFZP762H185, DLEU1, DLEU2, DNM1, DPP7, DPYSL2, DUSP22, DUT, EBNA1BP2, EEF1E1, EIF4EBP1, EIF4G1, EMP2, ENIGMA, ENO1, EPHB1, ERP70, ESDN, F10, F3, FABP3, FACL3, FADS1, FADS2, FARSL, FCGRT, FDPS, FLJ10036, FLJ10292, FLJ10407, FLJ10618, FLJ10849, FLJ10948, FLJ10983, FLJ11286, FLJ12643, FLJ12953, FLJ14525, FLJ20059, FLJ20154, FLJ20331, FLJ21016, FLJ21986, FLJ23462, FLJ23468, FLJ30532, FLJ30574, FLJ31033, FLJ32731, FLJ32915, FLJ90754, FLJ90798, FLNC, FRSB, FYCO1, GABARAPL1, GABBR1, GATM, GG2-1, GGH, GLS, GNG11, GPLD1, GPR124, GSN, H2AFZ, H2AV, HAS2, HDAC5, HECA, HMGB1, HMGCS1, HMGN2, HN1L, HNRPA2B1, HNRPR, HRB2, HRI, HSPC111, HSU79274, ID2, ID3, IDI1, IFRD2, IGBP1, IL1R1, IL6ST, IL7R, IMP4, INSIG1, IPO4, ITGA6, ITPKB, JAG1, JTV1, KAI1, KEO4, KIAA0090, KIAA0095, KIAA0323, KIAA0342, KIAA0367, KIAA0874, KIAA1036, KIAA1109, KIAA1228, KIAA1268, KIAA1305, KIAA1363, KIAA1536, KIAA1554, KIAA1720, KIAA1946, KIT, KLHL5, LDB1, LDLR, LIPA, LMNB2, LOC115106, LOC115294, LOC129401, LOC153222, LOC169611, LOC201562, LOC201895, LOC221810, LOC253263, LOC284018, LOC284436, LOC285362, LOC339924, LOC51128, LOC51279, LOC51668, LOC56757, LOC56902, LOC56926, LOC93081, LOXL2, LPIN1, LRIG2, LRP1, LSM3, LSM4, LSS, LUM, LYAR, MAF, MAN1A1, MAP3K8, MAPRE1, MBP, MCM3, MCM7, MCP, MCT-1, MEF2D, MEP50, MET, MFGE8, MGC10200, MGC10500, MGC10974, MGC11266, MGC13047, MGC13170, MGC14480, MGC15429, MGC17330, MGC3101, MGC39820, MGC4170, MGC4308, MGC4825, MIG-6, MKKS, MNAT1, MRF2, MRPL12, MRPL37, MRPS16, MRPS28, MSN, MT1F, MT3, MTH2, MTHFD1, MVD, MXI1, MYBL1, MYBL2, MYCBP, MYL6, NCOA3, NIFU, NLN, NME1, NOLA2, NUDT1, NUP107, NUPL1, NUTF2, OIP2, OSBPL8, P8, PA26, PA2G4, PAICS, PBXIP1, PCNT1, PCSK7, PDAP1, PDK2, PFKP, PFN1, PGCP, PHACS, PITPNC1, PKIG, PLA2R1, PLAUR, PLD3, PLG, PLOD2, PLU-1, PLXNB1, PNN, POLE2, POLR3K, POR, PPIH, PROL2, PSMA7, PSMC3, PSMD12, PSMD14, PSMD2, PTPRU, PTS, RAB11-FIP2, RARRES3, RBM14, RBMX, REV3L, RFC3, RNASEH2A, RNASEP1, RNF138, RNF41, RPN1, RRM2B, RUVBL1, SATB1, SBP1, SC4MOL, SCD, SDC1, SDFR1, SELENBP1, SEMACAP3, SERPING1, SES2, SFRS10, SFRS2, SFTPB, SLC16A1, SLC25A5, SLC35E2, SLC40A1, SLC5A3, SLPI, SMC2L1, SMS, SMURF2, SNRP70, SNRPA, SNRPA1, SNRPB, SNRPC, SNRPD1, SNRPE, SQLE, SQRDL, SRM, SSR3, SSSCA1, STK17A, STK18, SVIL, TAGLN, TBRG1, TCEB1, TCTEL1, TFPI2, TIM50L, TIMP2, TNFAIP2, TNFRSF12A, TNFSF12, TNXB, TOMM40, TP53INP1, TPI1, TPM1, TPM2, TRIM22, TSC22, TUBA1, TUBG1, TXNL2, UAP1, UBE2J1, UMPK, UMPS, VAMP4, VDAC1, VIL2, WBP2, WDHD1, WSB1, WSB2, WTAP, ZFP106, ZNF151, ZNF219, ZNF36, ZNF83"]
["Cytotoxic_cells_V1",0.755048353032717,0.912357717548478,-0.30711825305838,-0.775150236305264,"APBA2, APOL3, CTSW, DUSP2, GNLY, GZMA, GZMH, KLRB1, KLRD1, KLRF1, KLRK1, NKG7, RORA, RUNX3, SIGIRR, \nWHAMMP3, ZBTB16"]
["DAP12_data",0.403691348900385,0.761246543640727,0.798197295943916,1.06445236809604,"ROB"]
["DC_V1",0.0646909667194929,0.275458309902357,-0.732614533141647,-1.55228164978128,"CCL13, CCL17, CCL22, CD209, HSD11B1, NPR1, PPFIBP2"]
["Eosinophils_V1",0.842317613598783,0.944534406054511,-0.201170809847399,-0.755410667126787,"ABHD2, ACACB, C9orf156, CAT, CCR3, CLC, CYSLTR2, EMR1, EPN2, GALC, GPR44, HES1, HIST1H1C, HRH4, IGSF2, \nIL5RA, KBTBD11, KCNH2, LRP5L, MYO15B, RCOR3, RNASE2, RRP12, SIAH1, SMPD3, SYNJ1, TGIF1, THBS1, THBS4, TIPARP, TKTL1"]
["G_CD3E",0.441975633271978,0.818630532971996,0.272928635367037,1.01711750667522,"CD3E, CD3D, IL10RA, AMICA1, CD3G"]
["G_CYTH4",0.103187042842215,0.389162561576355,0.768241776590416,1.31412586295877,"CYTH4, NCF4, RAC2, IL2RB, CSF2RB"]
["G_LILRB4",0.271866740426578,0.648259168817548,0.671731507764234,1.14903897993548,"LILRB4, LILRB2, LAIR1, LILRB1, LILRB3, LILRA6, OSCAR"]
["G_SIGLEC9",0.232082858561954,0.638227861045374,0.639612558450234,1.18925634603737,"SIGLEC9, SIGLEC7, FPR3, SIGLEC5, CD33, SIGLEC10, SIGLEC14, FPR1"]
["G_SLAMF6",0.702424857090171,0.910546714209046,0.634618594558504,0.846308637285894,"SLAMF6, SLAMF7, CD48, LY9, SLAMF1, ARHGAP30, SLAMF8"]
["GRANS_PCA_16704732",0.061339555751397,0.275458309902357,-0.732614533141647,-1.55228164978128,"SPTBN2, SLPI, CMTM6, SLC9A7, SLC25A37, GABARAP, QPCT, PARPBP, AOX1, PPM1A, RER1, LAMP2, SGCE, OSBP2, FAXDC2, TGFA, LRRK2, SPRTN, NFIA, MOG, BNIP3L, CDA, C5orf45, AGO4, CAMSAP2, TNFRSF10A, CYP4F3, ELF4, RAB2B, TST, TBC1D10C, IL18RAP, BST2, FIS1, SERPINE1, ATP6V0C, SLC31A2, ARRB2, ZNF598, RTN3, OAZ1, GYPB, USP47, CHI3L1, EMR2, C9orf78, BACH1, SLC7A7, ALOX5AP, HLA-E, TNFRSF10C, TSPAN7, MX2, CLEC2D,\nPIP, MECOM, SELENBP1, TSPAN2, GLIPR1, SMOX, CCL4L1, ALPL, FCGRT, BIN2, ANAPC16, SDCBP, DLX4, DHRS7, FTL, C16orf72, CPQ, SLC7A5P1, PYGL, ICAM3, SLC45A4, C9orf40, XK, STX3, PSMB3, DEFA1, DYSF, CDK18, GSPT1, NDE1, CECR6, SLC15A4, TAS2R38, PLEKHG3, DUSP6, ST14, S100A11, FAM104A, PPM1D, RAC1, FKBP8, RGS20, GRINA, IDH2, IL13RA1, HCAR2, PLEK2, BCL2L1, SLC25A44, ANKIB1, GNB2, HSPA1A, TIAM2, CSF3R,\nCD46, NFE2, NOV, CHI3L2, S100P, TALDO1, NAGA, SAP30, C3AR1, TM4SF1, TMCC2, VNN2, RIPK2, PDK1, NRBF2, ACVR1B, SYNE2, ZNF185, CXCR2, CAMP, PSMB9, SNCA, IKBKG, WASH5P, DHRS9, CHST15, MKRN1, KCTD1, CD1B, TIGD3, RPS2, LYZ, CREB5, RPS6KA5, LGALS3BP, TMCC3, DIRAS3, CSF2RB, DNAJC8, OXCT1, CTSC, IQSEC1, PRC1, IL1R2, ANXA5, SETD5-AS1, EMC3, ERRFI1, CITED2, YBX3, IMPA2, LDHB, PLBD1, ALDH2, CD48, GUK1,\nNINJ2, MPP1, LRRN3, RFXANK, RASSF2, PICALM, SH3GLB1, CDC34, NCOA4, ACOX1, MYD88, SLC22A4, RNASE2, SEC14L1, ACSL1, PLXNC1, UBN1, FAM129A, RXRA, C20orf194, AQP9, CDIPT, TMEM140, GLUL, NXPH3, MAP2K3, DFNA5, FMOD, CPVL, HLX, TM9SF2, OLIG1, JAZF1, MARVELD2, CCDC91, DCAF12, BEST1, DNASE1, ANK2, NPL, ITM2B, ST6GALNAC2, TLR8, ABHD5, ABTB1, GSN, IFIT2, MSRA, GATA6, TECPR2, UBE2B, TSTD2, MIIP, MB, FGL2, GRN, ARAP3, LGALS3, ZIC2, HBG1, SLA, RGS2, NAMPT, STX6, UBE2L6, CA2, SERPING1, VMP1, MFSD1, PCK1, LOC644462, MYCN, PIM1, SPOPL, SIGLEC5, PIGS, LIMK2, TMEM259, EVI2B, PAK1, CREG1, UBXN6, ART4, EIF2AK1, ALAS2, LMO2, CNPPD1, APOC2, FCGR3A, PI3, PGD, TBX19, SIAH2, IFITM2, COL16A1, MME, RAB9A, SNX27, CHMP2A, CD302, FAM214B, KLF1, SQRDL, AOC1, SOD2, CMBL, GMPR, ATP6V1B2, NBPF12, LYN, NCF2, MXD1, \nATP6V0B, BCL6, IL1RN, KLHL12, MET, CHP1, ZNF599, SOAT1, SEC24A, GCA, PPP1R18, FPR1, RBM7, DCLRE1C, CD40, DOCK5, CNGB3, ADM, RAB10, HPCA, SH3BGRL3, TPPP2, H3F3A, MAPK1, MAD2L1BP, SLC25A39, TSPAN5, CBX4, TMCC1, MMP9, TTR, CELF2, KRT8, NPRL3, RFX1, MCTP2, SRGN, TIMM21, SUMF1, EPB42, LINGO2, FRG1B, LECT2, CTSS, MAP1A, INHBB, SERPINB7, WT1, LILRA2, PRSS50, MOB3A, RWDD3, ZDHHC18, PPP1R3D, CETN3, \nKCNJ2, PPM1F, NR1H4, RNPEP, MNDA, 43160, MYADM, PCSK1, TFE3, RAD50, MEGF9, PGAM1, C17orf103, GPX1, TLR1, XPO6"]
["HER2_Immune_PCA_18006808",0.002819971800282,0.041359586404136,0.322335220275993,1.25989548779144,"AOC1, ACTN1, ACVR1, ACVRL1, ADAM8, AGER, AIF1, ALDH1A1, ALDOB, AKR1B1, ALOX5AP, AMPD1, AMPD3, BIN1, ANG, ANGPT2, ANK1, AOAH, APBA2, BIRC3, APOC4, APOE, FASLG, RHOG, ARHGAP1, ARRB2, ATP2A1, B2M, BCL2A1, TNFRSF17, BDH1, CXCR5, BNIP3, DST, BTK, BTN1A1, SERPING1, C1QA, C1QB, C1R, C1S, C2, C3, C3AR1, FMNL1, CAPN2, CASP1, CASP4, RUNX1, RUNX3, CCND2, CCND3, CD1D, CD1E, CD2, CD3D, CD3E, CD3G, CD247, CD6, CD7, CD8A, CD8B, CD14, CD19, MS4A1, CD22, CD27, CD28, CD80, CD86, CD33, CD37, CD38, ENTPD1, CD40, CD47, CD48, CD53, CD69, CD72, CD74, CD79A, CD79B, CD97, CDKN2D, CDS1, CD52, CTSC, CGB, CHIT1, CLIC2, CCR1, CCR5, CCR6, CCR7, CMKLR1, COL4A1, COL4A3, COL10A1, COL11A1, SF1R, CSF2RA, CSF2RB, CSK, CSNK1A1, CSRP1, CST3, CTLA4, CTSG, CTSH, CTSS, CTSW, CYBA, CYBB, CYLD, CYP11A1, DGKA, DBN1, DNASE1L3, DNMT1, DOCK2, DOK1, DRP2, DTNB, GPR183, EFNA1, EFNB1, EMP3, ENPEP, EPHB2, EPOR, EVC, EVI2B, F13B, PTK2B, FAU, FCER1G, FCGRT, FCN1, FGR, FHL2, FOXO1, FLI1, FLT3LG, FOLR2, FPR1, FUCA1, FUT4, FYB, FYN, G6PC, GBP1, GBP2, GFI1, GFPT1, GNA11, GNG7, CXCR3, GPR15, GPR18, GPR27, GPR35, GRK5, GRK6, GRN, NR3C1, GRP, GSPT1, GUCY1B3, GYPC, GZMH, GZMA, GZMB, GZMK, GZMM, HBBP1, HCK, HCLS1, NCKAP1L, CFHR2, HHEX, HLA-A, HLA-B, HLA-DMA, HLA-DMB, HLA-DOA, HLA-DOB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-E, HLA-G, HNRNPH2, HSD11B1, HSPA1B, HTR5A, ICAM2, ICAM3, IRF8, IFI35, SP110, IFNAR2, IFNG, IGHA1, IGHD, IGHM, IGJ, IGLC1, IGLL1, IL2RB, IL2RG, IL6R, IL7, IL7R, CXCR2, IL9R, IL10RA, IL15, IL15RA, IL16, TNFRSF9, IDO1, CXCL10, INPP5A, INPP5D, IRF1, IRF4, IRF5, IRF6, IRF7, ISG20, ITGA4, ITGAM, ITGB2, ITGB7, ITK, JAK2, KIF2A, KIR2DL4, KLRB1, KLRC1, KLRC3, KLRD1, KRTAP5-9, LAG3, LAIR1, LAIR2, LAMC1, LCK, LCP1, LCP2, LEPR, LGALS2, LGALS9, LMO2, LOXL2, LRMP, LRCH4, LSP1, LTB, LY9, CD180, LY75, LYL1, LYN, SH2D1A, MAGEB4, MAL, MAN2B1, MAP1B, MAP4, MATK, MBP, MEF2C, MFNG, MICB, CXCL9, MNDA, MPP1, MRC1, MYO1F, MTX1, MYD88, MYH10, MYO1D, MYO6, MYO7A, NUBP1, NELL2, NF1, NFATC3, NFKBIA, NFKBIE, NKG7, NPAT, OAZ1, OPHN1, P2RX5, P2RX7, PARN, PAX1, PAX5, PFKFB4, PGM3, ABCB1, PHKA1, SERPINB9, PIM1, PIK3CD, PIP4K2A, PKP2, PLCG2, PLEK, PLOD2, PLSCR1, PNOC, PNLIPRP1, POU2AF1, POU2F1, PPIC, PPP1CB, PPP3CC, PRCP, PRF1, PRKCB, PRKCQ, MAPK6, MAPK9, PSAP, PSMB8, PSMB9, PSMB10, PTAFR, PTGDS, PTGER4, PTPN1, PTPN6, PTPN7, PTPN12, PTPRC, PTPRCAP, PTPRF, ABCD4, PYCR1, PYGB, RAB2A, RAB3IL1, RAC1, RAC2, RARRES3, RASA2, RELB, RFX5, RGS10, RGS13, RNASE6, RPL23A, RPL27A, RPLP2, RPS6KA3, RPS28, RTN2, MSMO1, SCP2, CCL2, CCL5, CCL8, CCL13, CCL18, CCL19, CCL23, CXCL11, XCL1, SDC2, SELL, SELP, SELPLG, SEPP1, SLA, SLAMF1, SLC1A3, SLC5A5, SNRPC, SOD2, SOX4, SP4, SPI1, SPIB, SPP1, SPRR1A, TRIM21, STAT1, STAT4, STAT5A, STK10, SYK, TAP1, TAP2, TBXA2R, TCF7, TCN2, TRA, DYNLT3, TGFB1I1, THBS1, THBS2, TIAM1, TIMP3, TJP1, TLR1, TLR2, TNF, TNNC2, TNFAIP3, TNFRSF1B, TPM1, TPMT, NR2C2, TRAF1, PHLDA2, TTC3, TYROBP, UBA7, VAV1, VCAM1, VCL, VEGFA, VLDLR, WARS, WAS, WIPF1, LAT2, XPNPEP2, ZAP70, TRIM25, LAPTM5, PXDN, CXCR4, LST1, NUP214, PDHX, TCL1A, ELL, GTPBP6, USP9X, HIST1H2BO, SNHG3, RECK, SOAT2, DHX16, GPR65, MAP4K3, CNTNAP1, NDST2, KCNAB2, GAS7, CST7, CAMK1, APOL1, BHLHE40, PDLIM4, SKAP1, ABCB11, S1PR4, TNFRSF25, EED, TNFSF14, TNFRSF14, RAB11A, TNFRSF6B, IL18RAP, IL18R1, CD84, KAT2B, VNN2, FAM127A, FUBP3, P4HA2, F2RL3, MAP3K14, BRSK2, TM4SF5, DOK2, SH2D2A, PSTPIP1, SLC7A7, FCGR2C, NMI, ARHGEF1, FAIM3, IL32, UBE2L6, STK17A, CD83, CD163, SLC22A6, LPXN, CHST2, AIM2, MAP4K4, ITM2A, HOMER1, ARHGEF6, IL27RA, PCYT1B, THEMIS2, MAGED1, GMFG, BRE, PREPL, CYTIP, NFE2L3, ZNF592, IKBKE, MICAL2, RALGPS1, FAM53B, VGLL4, HERPUD1, KIAA0226, ACAP1, FAM65B, RASSF2, SPOCK2, KIAA0125, TESPA1, HEPH, ELMO1, TRANK1, NUAK1, LPGAT1, P2RY14, ARHGAP25, GOLGA5, NR1H3, TSPAN32, ARL4A, EBI3, CTDSPL, KLRG1, CD96, RASGRP2, IGSF6, ZMPSTE24, AKAP8, LILRB2, NMUR1, IKZF1, TRIM22, BTN3A3, BTN2A2, SCML2, ATP8A1, CDIPT, IFI30, TACC3, CLEC10A, SEMA4D, UBD, BATF, CXCL13, GNLY, SORBS1, IFITM2, PDLIM5, TXNIP, CELF2, CXCR6, VAMP5, LILRB1, ADAM28, ARID5A, FGL2, BTNL3, COPS8, MSL3, IFI44L, FERMT2, LILRB4, KDELR3, LILRA2, RAB31, PIM2, ESM1, ADAM30, BTN3A2, BTN3A1, BTN2A1, CD160, CORO1A, MAP4K1, SEC63, SP140, TREX1, SLCO2B1, TFEC, NTNG1, NLRP1, SEC31A, CARD8, KLRK1, PDCD11, MAST3, KIF21B, FNBP1, SETX, CMTR1, 43349, PASK, RGL1, RFTN1, CYFIP1, SYT11, FBXO28, NUP210, PLCL2, SEL1L3, CAMSAP2, WWC1, EHBP1, PHF15, SYNE1, SUN1, KIAA0895, ARHGEF18, PPWD1, COTL1, ISCU, CBX7, TNFRSF13B, ZFYVE26, HMHA1, LILRA4, PRG1, HEBP2, SH3BP4, MAFF, APOL2, TNFAIP8, PRKD2, IFFO1, SAMHD1, KBTBD2, MOXD1, IPCEF1, GLCE, PPP1R16B, CCDC9, FBXW2, PTPN22, STAP1, FBXO3, PLA2G2D, GALNT8, CYFIP2, LAT, LAMP3, TSPAN13, DKK3, CYTH4, DISC1, GPR162, SIT1, ADAMDEC1, P2RY10, APOBEC3C, MAT2B, SLCO3A1, IGKV1-5, IGLV2-14, IGLJ3, IGKV1D-13, COA3, TMEM176B, CTNNA3, CLEC2D, C11orf21, ICOS, SNX15, GPR171, FTSJ2, PILRA, GLTSCR2, TBX21, CD209, TAX1BP3, PODXL2, IL21R, DEF6, CUZD1, TRAT1, C6orf48, CLEC4A, NTM, DESI2, UBXN1, LAP3, ANGPTL4, INSIG2, LEF1, PLEKHO1, WBP5, HERC5, BET1L, TLR7, COA4, GMIP, PLAC8, MS4A4A, PLA1A, ZNF589, TRPV2, NOL7, BIN2, SUCO, CHMP3, ACSL5, UIMC1, CD244, TUBA8, CECR1, NUDT9, UBASH3A, S1PR5, C21orf91, TREM1, SH3TC1, FAM105A, CPVL, RHOF, EPB41L4B, TMEM106B, LEPROT, ASPN, LAX1, TXNL4B, HCFC1R1, BANK1, TAPBPL, PLEKHJ1, KIAA1551, ZNF532, TMEM140, GIMAP4, SLC29A3, C19orf66, GIMAP5, PI4K2A, TMEM176A, DNAH3, GALNT10, DOCK10, AMBRA1, BCAS4, IARS2, NECAP2, FAM21B, DHX32, WWC3, ARHGAP15, BIN3, MOSPD1, CRTAM, SLC2A9, ASCL3, SLAMF8, POGLUT1, PGLYRP4, ATP13A1, RTN4, GRAMD1B, MTUS1, BAHCC1, WDR48, SLAMF7, C6orf47, CADM3, CELA2A, TNN, GPSM3, SAMSN1, RTP4, DPEP2, MS4A6A, NARFL, CLEC7A, ACBD3, PARP12, BCL11B, MRPS6, ZNF747, PVRIG, PLEKHF1, TMEM243, LILRA6, ZNF576, EFHD2, FCRL2, ZBED2, TNFAIP8L2, PARP8, ANKRD55, ARHGAP28, TREML2, CPSF7, PLBD1, RIN3, DENND1C, WLS, TMEM156, C14orf159, ATF7IP2, HEXA-AS1, KIAA0226L, MUS81, RUNX1-IT1, CXorf21, MED28, TRAF3IP3, THUMPD2, LIMD2, APOL5, APOL3, NPL, SLC2A10, FAM49A, PLA2G12A, ITM2C, RASSF4, ZDHHC18, GLYR1, CBR4, GUSBP11, SP140L, EGLN3, TOE1, EFHC1, OSBPL9, MBOAT2, MTERFD2, RAB40A, A2M-AS1, PYHIN1, DSTNP2, PAOX, U2AF1L4, APOBEC3A, APOBEC3F, GPR116, FGD2, CCZ1B, NCR3, SIRPB2, IGKV1OR2-118, GVINP1, LOC391020, MXRA7, CCDC88C, IRS3P, GIMAP6, NCF1, LOC728392"]
["ICS5_score",0.459789859429128,0.818630532971996,0.272928635367037,1.01711750667522,"CXCL13, CLIC5, HLA-F, TNFRSF17, XCL2"]
["iDC_V1",0.899112618472403,0.972810374084895,0.255702405118558,0.662266202886551,"ABCG2, BLVRB, CARD9, CD1A, CD1B, CD1C, CD1E, CH25H, CLEC10A, CSF1R, CTNS, F13A1, FABP4, FZD2, \nGSTT1, GUCA1A, HS3ST2, LMAN2L, MMP12, MS4A6A, NUDT9, PDXK, PPARG, PREP, RAP1GAP, SLC26A6, SLC7A8, SYT17, TACSTD2, TM7SF4, VASH1"]
["IFIT3",0.572431077694236,0.858646616541353,0.398476897936203,0.937216320723383,"IFIT3, IFI44L, IFIT1, RSAD2, MX1, IFI44, OAS2, CMPK2, IFI6, IFIT2"]
["IFN_21978456",0.334715129418522,0.70087351078738,0.460947073466615,1.11554681299194,"IFI27, MX1, ISG15, IFIT1, IFIT3, RSAD2, IFI44L, IFI44, OAS1, OAS2, OAS3, HERC6, OASL"]
["IFNG_score_21050467",0.00495661639593748,0.0594793967512497,0.471839890974235,1.57697705467075,"MAP3K10, CSRP3, FOSL1, SKP1A, HLA-B, SF3A1, XRCC6, CEBPD, HLA-A, NMI, IFI35, HIF3A, TAS2R5, C1S, SHFM1,\n COL16A1, PSME1, IFITM1, CYCS, BAK1, EPS15, GBP1, FAS, PML, HADH, EIF2B1, HLA-E, HADHB, IRF1, ADAR, IFIT3, SDCBP, ATP6V0B, ZFP36L2, TRIM21, PRAME, ELK4, BBC3, PSMB10, CASP8, PHLDA1, PPP3CA, BTG1, RBBP4, PMAIP1, TEAD4, SRP9, ISG15, BST2, PYHIN1, IL15RA, VEGFC, RHOC, PLOD2, NULL, STAT1, PSMB8, SFRS2, VAT1, PARP1, ICAM1, TAP1, IL6, BAG1"]
["IGG_Cluster_21214954",0.722615879160762,0.910546714209046,0.634618594558504,0.846308637285894,"CD27, IL2RG, CD79A, PIM2, POU2AF1, IGKC, IGLV3-25, IGL, IGJ, TNFRSF17, NTN3, IL8, HLA-C, LAX1"]
["IL12_score_21050467",0.674316412002403,0.910546714209046,0.634618594558504,0.846308637285894,"CD3E, TRB@, IL12B, CD3Z, STAT4, IFNG, JAK2, IL12RB1, IL12RB2, MAPK14, TRA@, IL12A, MAP2K6, TYK2, \nJUN, IL18, CXCR3, CD3G, ETV5, CCR5, CD3D, MAPK8, IL18R1"]
["IL13_score_21050467",0.20262350750356,0.60787052251068,0.585636174596633,1.22578817155025,"IL13, IL13RA2, JAK2, IL13RA1, TYK2, IL4R, JAK1"]
["IL2_score_21050467",0.522647683563924,0.849263792204412,0.381564469247622,0.968692967270112,"RAF1, IL2, STAT5A, IL2RB, SOS1, GRB2, STAT5B, HRAS, LCK, JUN, MAPK3, IL2RG, JAK1, JAK3, CSNK2A1, \nMAP2K1, FOS, SHC1, SYK, ELK1, IL2RA, MAPK8"]
["IL4_score_21050467",0.295079061641494,0.683340984853987,0.474692150078713,1.14881153532468,"JAK3, GRB2, STAT6, SHC1, IL4, IL4R, AKT1, IRS1, IL2RG, JAK1, RPS6KB1"]
["IL8_21978456",0.893329132604839,0.972810374084895,0.255702405118558,0.662266202886551,"CXCL1, CXCL8, CXCL2"]
["Immune_cell_Cluster_21214954",{"v":1.03587225623336e-05,"d":"1.04E-05"},0.000227891896371339,0.638633513707603,2.34060816292134,"WARS, IDO1, RNASE6, GPR65, MNDA, LAMP3, TNFAIP8, LYN, TNFAIP3, PLAC8, IL7R, CSF2RB, IRF1, TNFRSF1B, \nADAMDEC1, SLAMF8, SIRPG, LTB, PTPRCAP, CCR7, SPOCK2, PLEK, CD74, HLA-DMA, HLA-DRA, HLA-DMB, FCER1G, TYROBP, LAPTM5, ITGB2, C1QA, STAT1, CXCL11, CXCL10, GBP1, TAP1, PSMB9, GIMAP4, SRGN, FGL2, HCLS1, ARHGAP25, LCK, EVI2B, ARHGAP15, CYTIP, GZMA, LCP2, CD53, IL10RA, CD48, CCL5, CD3D, CD2, GZMK, PTPRC, CXCL9, GMFG, IRF8, CTSS, TFEC, SLA, SLC7A7, LST1, AIF1, CD86, NCKAP1L, THEMIS2, LYZ, CD52, SELL, HLA-F, HLA-B, HLA-E, GZMB, SEMA4D, BTN3A2, BTN3A3, CASP1"]
["Immune_NSCLC_score",0.920768211315236,0.98240217326169,0.509096978801536,0.67891671323566,"C3orf41, C1orf24, PLEK, RHOH, PSCDBP, TCEA2, FLJ21963, CLEC4E, USP51, WFDC10B, IGH@, SLC4A3, CD53,\n LOC401431, SCFV, THRAP2, PRDM13, OBSL1, C7orf40, TAGAP, MGC11271, IGLV6-57, CD38, FKBP9, ADAMTSL2, CD48, GNPTAB, DHRS8, LOC388886, CNIH3, PSMA6, CCRK, SHROOM1, GPSM1, TRO, GSTT2, NQO2, EAF2, MUM1L1, MUC4, C13orf21, PABPC1, PLA2G7, PARK2, AOAH, IGL@, LOC642480, TMSB4X, LOC390712, ACOT8, GIMAP7, LOC375010, ASAH1, TRIM45, C2orf30, EXT2, IFI6, KCNE3, CTSF, SULT1C1, RASL11B, LOC148898, HMGCL, IGHA1, C1QTNF3, C20orf46, IL11RA, ADRA2C, IGKC, CEACAM5, PURB, TPD52"]
["Interferon_19272155",0.333803643446666,0.70087351078738,0.460947073466615,1.11554681299194,"RSAD2, OAS3, IFI44, ISG15, DDX60, IFI44L, IFI6, MX1, IFIT3, IFI27, IFIT1, OAS1, OAS2"]
["Interferon_Cluster_21214954",0.0280785838627269,0.155347608932775,0.506434027497818,1.50430177672266,"C19orf66, BST2, SP110, PARP12, IFIT5, OAS1, IRF9, USP18, DDX58, MX2, IFI27, OAS2, IFI6, IFIT3, IFI44L, \nIFI44, IFIT1, ISG15, MX1, RSAD2, OAS3, HERC6, HERC5, DDX60, PLSCR1, UBE2L6, SAMD9, RTP4, XAF1, NMI, IFITM1, IFITM3, ISG20, PSME2, PSME1, IRF7"]
["IR7_score",0.851512078185506,0.944534406054511,-0.201170809847399,-0.755410667126787,"C1QA, IGLC2, LY9, TNFRSF17, SPP1, XCL2, HLA-F"]
["KEGG_HEMATOPOIETIC_CELL_LINEAGE",0.345127107584695,0.70087351078738,0.460947073466615,1.11554681299194,"GP1BA, GP1BB, EPO, IL9R, CD33, TNF, GP9, ITGAM, CD34, CD36, GP5, ITGA4, ITGA3, KITLG, ITGA2B, FCGR1A, \nITGA5, FCER2, GYPA, THPO, IL1R2, IL7R, MME, IL11RA, CD19, MS4A1, TFRC, CD22, KIT, FLT3, ITGB3, FLT3LG, IL1A, CR2, CD14, CR1, TPO, EPOR, IL11, CSF2, HLA-DRB4, CD4, CSF1R, HLA-DRB5, CSF1, HLA-DRB3, IL3RA, IL3, CD59, LOC652799, CD9, CD8A, CD8B, CD44, CD7, CD5, CSF2RA, CD55, DNTT, CSF3, \nIL1B, IL1R1, IL2RA, ITGA6, IL6R, ITGA2, ITGA1, CSF3R, IL7, CD37, CD2, CD3D, CD3E, CD38, CD3G, CD1B, ANPEP, CD1C, CD1D, CD1E, CD1A, IL4, IL4R, IL5, IL5RA, IL6, HLA-DRB1, HLA-DRA"]
["LCK_19272155",0.139161193611354,0.510257709908297,0.392916768501834,1.26755983055096,"ARHGAP15, KLRK1, SASH3, ARHGAP25, SLAMF1, GIMAP5, SH2D1A, CCR7, ITK, TRBV19, RAC2, CORO1A, \nPIK3CD, LPXN, PRKCB, STAT4, GMFG, SELPLG, FGL2, EVI2B, CSF2RB, GZMK, SAMSN1, GIMAP4, IRF8, NCKAP1L, IL10RA, TRAC, INPP5D, PLAC8, CCL5, CD247, LTB, IL2RG, HCLS1, IL7R, CD53, LCK, CD3D, CD27, GZMA, SELL, TRBV21-1, CD2, CD48, SLA, LCP2, SRGN, PTPRC"]
["LIexpression_score",0.454712070671896,0.818630532971996,0.272928635367037,1.01711750667522,"CCL5, CD19, CD37, CD3D, CD3E, CD3G, CD3Z, CD79A, CD79B, CD8A, CD8B1, IGHG3, IGJ, IGLC1, CD14, LCK, \nLTB, MS4A1"]
["LYM",0.00654199601568023,0.0633931196706851,0.709343138893532,1.66837267155851,"CD53, SASH3, IL10RA, NCKAP1L, LCP2, ITGAL, CCR5, CD4, MYO1F, ARHGAP30"]
["Lymph_vessels_V1",0.382691893146733,0.742872498461304,0.696327212020033,1.06946534236448,"FIGF, PDPN, VEGFC"]
["LYMPHS_PCA_16704732",0.485692092939481,0.832858980856954,0.334618690052667,1.00196552039916,"UQCRB, SESTD1, QTRT1, TIPIN, REL, STXBP2, HSBP1, COX6C, RPL11, MECOM, ANKRD28, JUN, ZC3H15, \nRPL23, RPS6KA2, EEF2, TMA7, RPS6, RPL27, RPS21, COX7B, PRRC2B, CYP17A1, NSUN4, TOMM34, MINOS1, STAMBPL1, FGF9, ATF4, RPL35, RPL31, RPS24, DCLRE1C, C5orf49, FAM162A, ITGB2, SLC19A1, RPL32, TPP2, MALAT1, LSM3, TSSC1, ATXN2L, SERPINB6, TPI1"]
["Macrophages_V1",0.396581665295677,0.75867796839173,0.364928594112049,1.06504975313571,"APOE, ATG7, BCAT1, CCL7, CD163, CD68, CD84, CHI3L1, CHIT1, CLEC5A, COL8A2, COLEC12, CTSK, \nCXCL5, CYBB, DNASE2B, EMP1, FDX1, FN1, GM2A, GPC4, KAL1, MARCO, ME1, MS4A4A, MSR1, PCOLCE2, PTGDS, RAI14, SCARB2, SCG5, SGMS1, SULT1C2"]
["Mast_cells_V1",0.687703067349524,0.910546714209046,0.634618594558504,0.846308637285894,"ABCC4, ADCYAP1, CALB2, CEACAM8, CMA1, CPA3, CTSG, ELA2, GATA2, HDC, HPGD, HPGDS, KIT, \nLINC01140, MAOB, MLPH, MPO, MS4A2, NR0B1, PPM1H, PRG2, PTGS1, SCG2, SIGLEC6, SLC18A2, SLC24A3, TAL1, TPSAB1, TPSB2, VWA5A"]
["MCD3_CD8_21214954",0.811094751524947,0.922969889666319,0.259700814962531,0.765247426306084,"SRPX, IGFBP6, ENPP2, SEMA3G, CIDEA, GPX3, GPD1, CD36, RBP4, AOC3, LPL, FABP4, ADIPOQ, PLIN1, \nADH1B, FHL1, LEP, CD34, SPRY1, PROS1, PPAP2A, AKAP12, JAM3, NDN, SPARCL1, ITM2A, AQP1, C7, TSPAN7, JAM2, CAV1, GNG11, LDB2, LHFP, CDH5, ABCA8, MEOX1, DARC, VWF, CLDN5, ERG, SLIT2, PECAM1, CDO1, CFD"]
["MDACC.FNA.1_20805453",0.275019041316535,0.648259168817548,0.671731507764234,1.14903897993548,"TMEM176B, SLCO2B1, CKAP2, CD74, VCAM1, IGLL1, CCL2, GPNMB, PTGDS, CD163, MAFB, HLA-DRB1, \nPLTP, APOE, C1QB, NTN3, PECAM1, IGKV1D-13, IGKV1OR2-108, IGLJ3, IGKC, IGL, IGHG3, IGHM, HLA-DPA1, HLA-DQB1, HLA-DQA1, IGHG1, IGJ, C1QA, HLA-DRA"]
["MHC.II_19272155",0.0271696307969383,0.155347608932775,0.506434027497818,1.50430177672266,"CTSS, CD74, HLA-DRB1, HLA-DQA1, HLA-DMB, HLA-DPA1, HLA-DPB1, HLA-DMA, HLA-DRA, LCP2, SRGN, \nPTPRC"]
["MHC2_21978456",0.486726724327348,0.832858980856954,0.334618690052667,1.00196552039916,"HLA-DPB1, HLA-DMB, CD74, HLA-DRB5, HLA-DRB1, HLA-DRB4, HLA-DRB3, HLA-DRA, HLA-DPA1, HLA-DQA1, \nHLA-DQA2, LOC100509457, HLA-DMA, HLA-DQB1, LOC101060835"]
["Minterferon_Cluster_21214954",0.00488092326165751,0.0594793967512497,0.471839890974235,1.57697705467075,"STAT1, IL18BP, XAF1, B2M, RSAD2, EPSTI1, PSMB8, PSMB9, ZC3HAV1, IFI35, DDX58, GBP7, CXCL10, \nCCL5, GBP6, CXCL9, CD274, HELZ2, UBA7, LGALS3BP, PARP9, IRF9, ADAR, IFIT2, OASL, DDX60, IFIH1, RTP4, GBP4, IFI44, MX1, ISG15, BST2, USP18, IFIT1, OAS2, ZBP1, PARP14, IRGM, STAT2, PARP12, SP100, GBP1, BATF2, NMI, SLFN13, GVINP1, IRF1"]
["Module11_Prolif_score",{"v":1.02198285112776e-05,"d":"1.02E-05"},0.000227891896371339,0.638633513707603,2.34060816292134,"CDKN3, NDC80, RNASEH2A, CENPA, SMC2, CENPE, RAD51AP1, PLK4, NMU, KIF2C, TMSB15A, UBE2C, CHEK1, ZWINT, OIP5, CRABP1, ECT2, EIF4EBP1, EZH2, FEN1, HSPA4L, TPX2, FOXM1, NCAPH, PRAME, PDSS1, KIF4A, RAD54B, ASPM, FBXO5, ATAD2, RACGAP1, GPSM2, DONSON, HMMR, BIRC5, KIF11, LMNB1, MAD2L1, MCM4, MCM5, MKI67, MMP1, MYBL1, MYBL2, NEK2, NUSAP1, GTSE1, GINS2, PLK1, FAM64A, ERCC6L, NCAPG2, CEP55, FANCI, \nHJURP, MCM10, DEPDC1, C1orf112, CENPN, PBK, KIF15, CIAPIN1, ACTR3B, GPR126, SPC25, RAD21, RFC3, RFC4, RRM2, NCAPG, STIL, SKP2, SOX11, SQLE, AURKA, TAF2, TARS, BUB1B, TK1, TMPO, TOP2A, PHLDA2, TTK, LRP8, DSCC1, MLF1IP, E2F8, SHCBP1, SLC7A5, ANP32E, KIF18A, CDC7, CDC45, RAD54L, TTF2, PIR, ACTL6A, GGH, CCNA2, CCNB1, PRC1, CCNB2, CCNE2, EXO1, AURKB, PTTG1, TRIP13, KIF23, APOBEC3B, MTFR1, ESPL1, \nDLGAP5, CDK1, MELK, GINS1, CDC6, CDC20, NCAPD2, KIF14"]
["Module3_IFN_score",0.160903832333918,0.530982646701931,0.46170305111776,1.2751499240562,"IFI44, IFI44L, DDX58, IFI6, IFI27, IFIT2, IFIT1, IFIT3, CXCL10, MX1, OAS1, OAS2, OAS3, HERC5, SAMD9, \nHERC6, DDX60, RTP4, IFIH1, STAT1, TAP1, OASL, RSAD2, ISG15"]
["Module4_TcellBcell_score",0.689373890843426,0.910546714209046,0.634618594558504,0.846308637285894,"CD96, CD52, SEMA4D, CXCL13, SP140, CCR7, CTSW, DOCK2, EVI2B, FCN1, KLRK1, FLI1, PLCL2, FYB, IPCEF1, PPP1R16B, CCDC69, STAP1, GPR18, ICOS, GPR171, GZMA, GZMB, GZMK, IGJ, IL2RB, IL2RG, IL7R, ITGA4, ITK, KLRB1, LCK, LGALS2, LRMP, LTB, SH2D1A, CXCL9, NCF4, GIMAP6, IL21R, TRAT1, PLAC8, UBASH3A, POU2AF1, RHOF, LAX1, BANK1, SIRPG, PRF1, DOCK10, PRKCB, CRTAM, PTGDS, PTPRC, PTPRCAP, TNFRSF17, \nCCL19, SELL, BCL11B, SLAMF1, TNFRSF1B, CCR2, TRAF3IP3, TCL1A, VNN2, PSTPIP1, CD2, CD3G, CD247, CD7, CD8A, CD19, MS4A1, CD27, AIM2, CD37, CYTIP, CD69, CD79A, FAM65B, KIAA0125, P2RY14"]
["Module5_TcellBcell_score",0.008842118372303,0.0686564485378821,0.436430575901244,1.50497881175673,"IGSF6, LILRB2, BTN3A3, UBD, CXCL13, GNLY, CXCR6, CTSC, HCP5, PIM2, SP140, CCR7, CTSS, CYBB, FCN1, TFEC, SEL1L3, FYB, GBP1, LAMP3, ADAMDEC1, GPR18, ICOS, GPR171, GZMH, GZMB, GZMK, BIRC3, IFNG, IL2RG, IL15, IDO1, CXCL10, IRF1, ISG20, ITK, LAG3, LCK, LYN, CXCL9, NKG7, TRAT1, MGC29506, PLAC8, POU2AF1, CRTAM, SLAMF8, PSMB9, PTPN7, SLAMF7, BCL2A1, TNFRSF17, CCL5, CCL8, CCL13, CCL18, CCL19, \nCXCL11, SELL, SAMSN1, RTP4, CLEC7A, TAP1, WARS, PLA2G7, ZBED2, NPL, RUNX3, VNN2, CD3G, IL32, CD8B, CD19, CD86, AIM2, CD38, CYTIP, LOC96610, CD69, CD79A"]
["Neutrophils_V1",0.333681635754827,0.70087351078738,0.460947073466615,1.11554681299194,"ALPL, BST1, CD93, CEACAM3, CREB5, CRISPLD2, CSF3R, CYP4F3, DYSF, FCAR, FCGR3B, FLJ11151, FPR1, \nFPRL1, G0S2, HIST1H2BC, HPSE, IL8RA, IL8RB, KCNJ15, LILRB2, MGAM, MME, PDE4B, S100A12, SIGLEC5, SLC22A4, SLC25A37, TECPR2, TNFRSF10C, VNN3"]
["NHI_5gene_score",0.150065498200872,0.530982646701931,0.46170305111776,1.2751499240562,"IGK@, GBP1, STAT1, IGLL5, OCLN"]
["NK_CD56bright cells_V1",0.0951920085721199,0.380768034288479,-0.615935944280463,-1.43598512370426,"DUSP4, FOXJ1, LPCAT4, MADD, 43165, MPPED1, MUC3B, NIBP, PLA2G6, RRAD, XCL1"]
["NK_CD56dim cells_V1",0.957368133052548,0.98240217326169,0.509096978801536,0.67891671323566,"EDG8, FLJ20699, GTF3C1, GZMB, IL21R, KIR2DL3, KIR2DS1, KIR2DS2, KIR2DS5, KIR3DL1, KIR3DL2, KIR3DL3, \nKIR3DS1, SPON2, TMEPAI"]
["NK_cells_V1",0.969628351664151,0.98240217326169,0.509096978801536,0.67891671323566,"ADARB1, AF107846, ALDH1B1, APBB2, ATL2, BCL2, CDC5L, FGF18, FUT5, FZR1, GAGE2A, IGFBP5, KANK2, \nLDB3, MAPRE3, MCM3AP, MRC2, NCR1, PDLIM4, PRX, PSMD4, RP5-886K2.1, SGMS1, SLC30A5, SMEK1, SPN, TBXA2R, TCTN2, TINAGL1, TRPV6, XCL1, XCL2, ZNF205, ZNF528, ZNF747"]
["PD1_V1",0.781453373115201,0.912848188063774,-0.609914872308463,-0.812608213133728,"PDCD1"]
["PD1_data",0.781453373115201,0.912848188063774,-0.609914872308463,-0.812608213133728,"PDCD1"]
["PD1_PDL1_score",0.781453373115201,0.912848188063774,-0.609914872308463,-0.812608213133728,"PDCD1, CD274"]
["Rotterdam_ERneg_PCA_15721472",0.518947030122418,0.849263792204412,0.381564469247622,0.968692967270112,"PARP4, COL2A1, FUT3, GAS2, MYH2, SAT1, TNFSF10, CEP57, ANAPC15, GABRQ, RFX7, BCL2L14, \nRPL23AP7, ZNF362"]
["STAT1_19272155",0.013850029750978,0.101566884840505,0.664326312270144,1.60774879177819,"TAP1, GBP1, IFIH1, PSMB9, CXCL9, IRF1, CXCL11, CXCL10, IDO1, STAT1"]
["STAT1_score",0.00161743512115211,0.0266876794990098,0.468660098319995,1.61948722536454,"STAT1, CXCL10, TAP1, CXCL11, INDO, CXCL9, MX1, LAMP3, ISG15, RTP4, HERC6, IFI44L, MX2, IFIT3, HERC5, RSAD2, DDX58, CCL5, ADAMDEC1, CD2, HCP5, NMI, SPOCK2, CCL8, TRIM22, LYZ, IRF1, LAG3, PSCDBP, TFEC, UBD, SP140, CTSC, IFI6, PLA2G7, CD3G, ECGF1, PLAC8, FGL2, GZMK, CD48, STAT4, GPR18, P2RX5, IFI30, SH2D1A, LAPTM5, CD69, PTPN7, IRF8, PIM2, ETV7, GPR171, PSME1, BIRC3, FASLG, IFITM1, IFIT5, \nITGB2, BTN3A2, HCLS1, SECTM1, ARHGAP15, KLRK1, IGSF6, EBI2, SNX10, BST2, APOC1, ZC3HAV1, DDAH2, LILRA4, EBI3, KLRC3, CLEC4A, CD40LG, VAV1, GLRX, ACP5, RFX5, CECR1, TRAF3, RAB8A, IL18, EFNA1, RASGRP1, REC8L1, CCRL2, DNAL4"]
["T_cell_PCA_16704732",0.850951054034408,0.944534406054511,-0.201170809847399,-0.755410667126787,"SLC35D2, CD3E, S100A8, GATA3, GIPC1, CCL5, PRKCA, SLCO3A1, CEP85L, KLRB1, CD5, SH2D1A, S100A10, IL6ST, CD247, CD6, SBK1, GBP2, KLRG1, TIAM1, MYBL1, TACC3, RASGRP1, LAT, OSBP2, LIMA1, UPP1, RNF213, MAPKAPK5, ACVR2B, FYB, HSPA1L, LEF1, MRPL27, LRIG1, RARRES3, DPP4, TRA, APBA2, SPOCK2, MLLT3, PCSK5, BCL11B, VIPR1, RUNX2, GALT, ITGA6, OLAH, CD3G, DNASE1L3, CAMK4, DNAJB1, KLRC4, TNFSF8, NSG1, \nSATB1, GZMK, IL18R1, IFITM1, LYAR, CISH, PRSS1, PRKCI, BIN2, TRAT1, SORL1, CD3D, PIK3IP1, PCYT2, CCND2, CTSW, LINS, ITK, DISC1, STAT4, MAN1C1, ITM2A, MAP7D1, TCF7, TOMM40, PKM, SYT1, NAP1L5, SHFM1, LPAR6, MATN2, NR4A2, SLFN5, TOB1, CD28, PDE9A, TMEM173, DOCK9, MORC2-AS1, AOC1, PTGER2, LCP2, RORA, AKTIP, NELL2, SPEG, LPIN2, RTKN2, FHIT, PDE4D, SLC39A8, SELPLG, SYNE2, LEPROTL1, BUB1B, ACTN1, \nAQP3, PRKCQ, RSU1, GPSM3, TSEN54, SOCS3, GABARAPL1, C15orf62, FYN, ATP1A1, NGFRAP1, DUSP16, GBP1, RGS10, INPP4B, TRABD2A, RBMS1, MAL, RAB43, ATP13A4, FAM134B, C20orf112, ITPKB, DUSP2, TNIK, LPAR2, IL32, APBB1, ARL4C, ID2, PRKCQ-AS1, TNFRSF25, HOXB2, CD2, ADA, JAKMIP1, MGAT4A, FAM102A, RMDN1, WWP1, TARP, NPTXR, TESPA1, LDHB, PXN, FBLN5, TNFAIP3, WNT10B, LCK, PIK3R1, MEN1, FLT3LG, NPDC1, ANXA1, \nTXK, MPP7, IL7R, ZAP70, CEP41, CAPZB, CDC14A, SNPH"]
["T_cells_V1",0.596532385176496,0.884744661160646,0.35401571083909,0.916896501113794,"BCL11B, CD2, CD28, CD3D, CD3E, CD3G, CD6, CD96, GIMAP5, ITM2A, LCK, NCALD, PRKCQ, SH2D1A, SKAP1, \nTRA, TRAC, TRAT1, TRBC1"]
["T_helper cells_V1",0.536975468427177,0.85398508231792,0.353303525405688,0.962353543107806,"ANP32B, ASF1A, ATF2, BATF, C13orf34, CD28, DDX50, FAM111A, FRYL, GOLGA8A, ICOS, ITM2A, LRBA, \nNAP1L4, NUP107, PHF10, PPP2R5C, RPA1, SEC24C, SLC25A12, SRSF10, TRA, UBE2L3, YME1L1"]
["TAMsurr_score",0.564904899640635,0.858646616541353,0.398476897936203,0.937216320723383,"CXCL10, CXCL11, CCL8, LAMP3"]
["TAMsurr_TcClassII_ratio",0.217835303217074,0.625092609231603,0.440929145006029,1.21777572057933,"CXCL10, CXCL11, CCL8, LAMP3, CD2, CD3G, CD8A, IFNG, TNF, GZMB, GZMH, PRF1, ZAP70, HLA-DMA, \nHLA-DOA, HLA-DOB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DQB2, HLA-DRA, HLA-DRB1, HLA-DRB2, HLA-DRB3, HLA-DRB4, HLA-DRB5, HLA-DRB6, CIITA, CD74"]
["TcClassII_score",0.268151261568066,0.648259168817548,0.671731507764234,1.14903897993548,"CD2, CD3G, CD8A, IFNG, TNF, GZMB, GZMH, PRF1, ZAP70, HLA-DMA, HLA-DOA, HLA-DOB, HLA-DPA1, \nHLA-DPB1, HLA-DQA1, HLA-DQB1, HLA-DQB2, HLA-DRA, HLA-DRB1, HLA-DRB2, HLA-DRB3, HLA-DRB4, HLA-DRB5, HLA-DRB6, CIITA, CD74"]
["Tcell_21978456",0.165251561293944,0.532029416848796,0.4538476553267,1.2689273150911,"CORO1A, LCK, GZMK, LAPTM5, IL10RA, CD27, SELL, TRAC, CD48, CD2, TRBC1, CD3D, IL23A, ITK, CD53, \nEVI2B, PTPRC, YME1L1, TRAV20, TRAJ17, SAMSN1, ARHGAP25, PLAC8, CD52"]
["Tcell_receptors_score",0.5693804167435,0.858646616541353,0.398476897936203,0.937216320723383,"CD3D, CD3E, CD3G, CD3Z"]
["Tcm_cells",0.938501033691528,0.98240217326169,0.509096978801536,0.67891671323566,"AQP3, ATF7IP, ATM, CASP8, CDC14A, CEP68, CLUAP1, CREBZF, CYLD, DOCK9, FAM153B, FOXP1, FYB, \nHNRPH1, INPP4B, KLF12, LOC441155, MAP3K1, MLL, N4BP2L2-IT2, NEFL, NFATC3, PCM1, PCNX, PDXDC2, PHC3, POLR2J2, PSPC1, REPS1, RPP38, SLC7A6, SNRPN, ST3GAL1, STX16, TIMM8A, TRAF3IP3, TXK, TXLNGY, USP9Y"]
["Tem_cells",0.749060105648884,0.912357717548478,-0.30711825305838,-0.775150236305264,"AKT3, C7orf54, CCR2, DDX17, EWSR1, FLI1, GDPD5, LTK, MEFV, NFATC4, PRKY, TBC1D5, TBCD, TRA, VIL2"]
["Tfh_cells",0.492143943233654,0.832858980856954,0.334618690052667,1.00196552039916,"B3GAT1, BLR1, C18orf1, CDK5R1, CHGB, CHI3L2, CXCL13, HEY1, HIST1H4K, ICA1, KCNK5, KIAA1324, MAF, \nMAGEH1, MKL2, MYO6, MYO7A, PASK, PDCD1, POMT1, PTPN13, PVALB, SH3TC1, SIRPG, SLC7A10, SMAD1, ST8SIA1, STK39, THADA, TOX, TSHR, ZNF764"]
["Tgd_cells",0.265635626306642,0.648259168817548,0.671731507764234,1.14903897993548,"C1orf61, CD160, FEZ1, TARP, TRD, TRGV9"]
["TGFB_PCA_17349583",0.00698523191453363,0.0633931196706851,0.709343138893532,1.66837267155851,"COL1A1, CTGF, FN1, MMP9, SERPINE1, SPARC, TAGLN, TGFB1, TGFB1I1, TGFB3, TGFBI, TGFBR1, TGIF1, \nTHBS1, TGIF2"]
["TGFB_score_21050467",{"v":1.02963283293178e-05,"d":"1.03E-05"},0.000227891896371339,0.638633513707603,2.34060816292134,"MMP3, MARCKSL1, IGF2R, LAMB1, SPARC, FN1, ITGA4, SMO, MMP19, ITGB8, ITGA5, NID1, TIMP1, SEMA3F, \nRHOQ, CTNNB1, MMP2, SERPINE1, EPHB2, COL16A1, EPHA2, TNC, JUP, ITGA3, TCF7L2, COL3A1, CDH6, WNT2B, ADAM9, DSP, HSPG2, ARHGAP1, ITGB5, IGFBP5, ARHGDIA, LRP1, IGFBP2, CTNNA1, LRRC17, MMP14, NEO1, EFNA5, ITGB3, EPHB3, CD44, IGFBP4, TNFRSF1A, RAC1, PXN, PLAT, COL8A1, WNT8B, IGFBP3, RHOA, EPHB4, MMP1, \nPAK1, MTA1, THBS2, CSPG2, MMP17, CD59, DVL3, RHOB, COL6A3, NOTCH2, BSG, MMP11, COL1A2, ZYX, RND3, THBS1, RHOG, ICAM1, LAMA4, DVL1, PAK2, ITGB2, COL6A1, FGD1"]
["Th1_cells_V1",0.97543439881063,0.98240217326169,0.509096978801536,0.67891671323566,"APBB2, APOD, ATP9A, BST2, BTG3, CCL4, CD38, CD70, CMAH, CSF2, CTLA4, DGKI, DOK5, DPP4, DUSP5, \nEGFL6, GGT1, HBEGF, IFNG, IL12RB2, IL22, LRP8, LRRN3, LTA, SGCB, SYNGR3, ZBTB32"]
["Th17_cells_V1",0.70353354772986,0.910546714209046,0.634618594558504,0.846308637285894,"IL17A, IL17RA, RORC"]
["Th2_cells_V1",0.0164119122839621,0.111536032559119,0.557056918797917,1.57608703287628,"ADCY1, AHI1, ANK1, BIRC5, CDC25C, CDC7, CENPF, CXCR6, DHFR, EVI5, GATA3, GSTA4, HELLS, IL26, \nLAIR2, LIMA1, MB, MICAL2, NEIL3, PHEX, PMCH, PTGIS, SLC39A14, SMAD2, SNRPD1, WDHD1"]
["Troester_WoundSig_19887484",0.554676023292927,0.858646616541353,0.398476897936203,0.937216320723383,"ADH1A, APOH, BMPR1B, DST, CAPN6, CD86, CDK4, COL17A1, COX7B, CSF3, CTGF, CTSK, DMBT1, ARID3A, DSC3,\n ELANE, EYA4, F3, FABP4, FAP, FBLN1, EFEMP1, FPR1, FRZB, GJB5, HBB, HDC, HMGA1, HPCAL1, CYR61, IL1B, IL13RA2, IDO1, INHBA, KRT6A, KRT6B, KRT34, AFF3, LAMA3, LAMC2, LTBP2, LUM, MSMB, ND4, NODAL, OGN, PCDH8, PDGFRL, PER1, PFKFB3, PITX1, PML, PNLIPRP2, S100A8, SAA4, CCL2, TGFB2, THBS1, TLR2, UGT2B17, ZIC2, TFPI2, NR4A3, SPARCL1, TP63, PER2, SPAG9, CXCL14, TMCC2, TNFSF15, CLEC4M, NPM2, HOXB13, PPP6R1, SULF1, DICER1, ABI3BP, EGFL6, TIPARP, RGS22, IGLV2-14, A1CF, TREM1, PGPEP1, RGMA, ADAMTS9, TENM2, MKL2, VPS18, CACHD1, GUF1, ELSPBP1, ZBED2, LRRC2, CHPF, HMBOX1, TMC5, BAALC, APOLD1, VMP1, SPACA1, FRMD8P1, FAM71F1, TNS4, KIAA1751, CROCCP3, OSR2, LRR1, TMEM139, CCBE1, FAM19A4, BMPER, YPEL4, JAKMIP3, LOC284454, KRT6C, ZNF713, SIMC1, LOC389332, SPDYE8P, LOC440934, MUC5B, C13orf45, KRT17P3, LOC100131138"]
["ZHANG_INTERFERON_RESPONSE",0.0168993988725937,0.111536032559119,0.557056918797917,1.57608703287628,"IRF1, IFI27, IFRD1, STAT1, MX2, OAS1, OASL, ISG15, MX1, IFIT2, SP110, IFITM3, OAS2, IFNB1, IRF9, IFI44, \nIFITM1, ISG20, IFI16, OAS3, IFI30, IRF3, RTP4"]
["aDC_V2",0.728921558835867,0.910546714209046,0.634618594558504,0.846308637285894,"CCL1, EBI3, INDO, LAMP3, OAS3"]
["B_cells_V2",0.0307585031378322,0.156158554392071,-0.384001548612676,-1.54662916825855,"MS4A1, TCL1A, MS4A1, TCL1A, HLA-DOB, PNOC, KIAA0125, CD19, CR2, IGHG1, FCRL2, BLK, IGHG1, COCH, \nOSBPL10, IGHA1, TNFRSF17, ABCB4, BLNK, GLDC, MEF2C, MEF2C, IGHM, FAM30A, SPIB, BCL11A, GNG7, IGKC, CD72, MICAL3, BCL11A, BACH2, IGL@, CCR9, QRSL1, DTNB, HLA-DQA1, SCN3A, QRSL1, SLC15A2"]
["Blood_vessels",0.254099834208897,0.648259168817548,0.671731507764234,1.14903897993548,"CDH5"]
["CD8_T cells_V2",0.507242314850109,0.847544121015372,0.327525203051885,0.988005393394872,"CD8B, CD8A, CD8B, PF4, PRR5, SF1, LIME1, DNAJB1, ARHGAP8, GZMM, SLC16A7, SFRS7, APBA2, C4orf15, \nLEPROTL1, ZFP36L2, GADD45A, ZFP36L2, MYST3, ZEB1, ZNF609, C12orf47, THUMPD1, VAMP2, ZNF91, ZNF22, TMC6, DNAJB1, FLT3LG, CDKN2AIP, TSC22D3, TBCC, RBM3, ABT1, C19orf6, CAMLG, PPP1R2, AES, KLF9, PRF1"]
["Cytotoxic_cells_V2",0.548199266767306,0.858646616541353,0.398476897936203,0.937216320723383,"KLRD1, KLRF1, GNLY, GNLY, CTSW, KLRB1, KLRD1, KLRK1, NKG7, GZMH, KLRD1, SIGIRR, ZBTB16, RUNX3, \nAPOL3, RORA, APBA2, SIGIRR, WHDC1L1, DUSP2, GZMA"]
["DC_V2",0.0646909667194929,0.275458309902357,-0.732614533141647,-1.55228164978128,"CD209, CCL17, HSD11B1, CCL13, CCL22, PPFIBP2, NPR1"]
["Eosinophils_V2",0.639303051317614,0.910546714209046,0.634618594558504,0.846308637285894,"IL5RA, KCNH2, TKTL1, IL5RA, EMR1, KCNH2, CCR3, ACACB, THBS1, GALC, TKTL1, RNU2, CLC, THBS1, \nHIST1H1C, CYSLTR2, HRH4, RNASE2, CAT, LRP5L, SYNJ1, SYNJ1, THBS4, GPR44, KBTBD11, HES1, ABHD2, TIPARP, SMPD3, MYO15B, TGIF1, RRP12, ACACB, IGSF2, HES1, RCOR3, EPN2, C9orf156, SIAH1, ACACB"]
["iDC_V2",0.738094685002788,0.910546714209046,0.634618594558504,0.846308637285894,"CD1B, VASH1, F13A1, CD1E, MMP12, FABP4, CLEC10A, SYT17, MS4A6A, CTNS, GUCA1A, CARD9, CD1E, \nABCG2, CD1A, PPARG, RAP1GAP, SLC7A8, GSTT1, NM_021941, FZD2, CSF1R, HS3ST2, CH25H, LMAN2L, SLC26A6, BLVRB, NUDT9, PREP, TM7SF4, TACSTD2, CD1C"]
["Lymph_vessels_V2",0.382691893146733,0.742872498461304,0.696327212020033,1.06946534236448,"PDPN, VEGFC, FIGF"]
["Macrophages_V2",0.154874849165846,0.530982646701931,0.46170305111776,1.2751499240562,"MARCO, CXCL5, SCG5, SULT1C2, SULT1C2, MSR1, CTSK, PTGDS, COLEC12, GPC4, MSR1, PCOLCE2, CHIT1, \nPTGDS, KAL1, CLEC5A, GPC4, ME1, DNASE2B, CCL7, FN1, CD163, GM2A, SCARB2, BCAT1, BCAT1, RAI14, MSR1, COL8A2, CD163, APOE, CHI3L1, ATG7, CD84, FDX1, MS4A4A, SGMS1, EMP1, CYBB, CD68"]
["Mast_cells_V2",0.737872853269057,0.910546714209046,0.634618594558504,0.846308637285894,"PRG2, CTSG, TPSAB1, SLC18A2, TPSAB1, MS4A2, CPA3, TPSB2, TPSAB1, NM_003293, TPSAB1, MS4A2, \nTPSAB1, GATA2, HDC, LOH11CR2A, SIGLEC6, ELA2, LOH11CR2A, CMA1, SIGLEC6, PGDS, MLPH, ADCYAP1, SIGLEC6, SLC24A3, CALB2, SLC24A3, KIT, TAL1, ABCC4, PPM1H, MAOB, HPGD, SCG2, PTGS1, CEACAM8, MPO, NR0B1, LOC339524"]
["Neutrophils_V2",0.185245995751765,0.568662126493791,0.429901123211623,1.24276408515786,"CSF3R, CYP4F3, VNN3, FPRL1, KCNJ15, MME, IL8RA, IL8RB, MME, FCGR3B, DYSF, KCNJ15, FCAR, FCAR, \nCEACAM3, FPRL1, HIST1H2BC, HPSE, FLJ11151, CREB5, S100A12, FCGR3B, TNFRSF10C, SLC22A4, KIAA0329, SLC25A37, BST1, FCAR, CEACAM3, CRISPLD2, TNFRSF10C, G0S2, SIGLEC5, CD93, MGAM, ALPL, FPR1, CD93, PDE4B, LILRB2"]
["NK_CD56bright cells_V2",0.0431294678316124,0.206197391116668,-0.600310123548256,-1.61657873594042,"DUSP4, RRAD, XCL1, PLA2G6, PLA2G6, NIBP, FOXJ1, 39878, DUSP4, PLA2G6, MADD, BG255923, MPPED1, \nMUC3B"]
["NK_CD56dim cells_V2",0.957368133052548,0.98240217326169,0.509096978801536,0.67891671323566,"KIR3DL2, KIR3DL2, SPON2, KIR2DL3, GZMB, KIR3DS1, KIR3DL1, FLJ20699, TMEPAI, KIR3DL2, IL21R, \nKIR3DL2, KIR3DL3, KIR2DS5, KIR2DS2, GTF3C1, KIR2DS1, EDG8"]
["NK_cells_V2",0.718584584149083,0.910546714209046,0.634618594558504,0.846308637285894,"LOC643313, GAGE2, ZNF747, XCL1, XCL2, AF107846, SLC30A5, NM_014114, MCM3AP, TBXA2R, CDC5L, \nLOC730096, FUT5, FGF18, MRC2, RP5-886K2.1, SPN, PSMD4, PRX, FZR1, ZNF205, AL080130, ZNF528, MAPRE3, BCL2, NM_017616, ARL6IP2, SPN, FZR1, PDLIM4, NM_014274, LDB3, ADARB1, SMEK1, TCTN2, TINAGL1, IGFBP5, ALDH1B1, NCR1, NCR1, NCR1"]
["Normal_mucosa",0.0270475310881684,0.155347608932775,0.506434027497818,1.50430177672266,"TSPAN8, LGALS4, DCN, COL3A1, COL3A1, CEACAM5, TAGLN, KRT20, DCN, MYH11, FXYD3, ACTG2, MYLK, \nTPM1, CDH17, NFIB, MGP, SPARCL1, RGS5, MYH11, PPAP2B, COL3A1, IGFBP7, PPAP2B, CALD1, C1R, CALD1, AGR2, GNA11, HEPH, GNA11, GNG12, ADH1B, TPM1, CRIM1, FBLN1, IGFBP5, LAMA4, CAV1, WASL"]
["SW480_cancer cells",0.306414497339278,0.697357131875598,-0.279892538243415,-1.09137084414997,"KRT5, RBP1, TRIM29, DEFA5, BMP4, EEF1A2, VSNL1, ASPSCR1, IGF2, MFAP2, FGF3, S100A2, INHBB, JAG2, \nLOC89944, BAMBI, JAG2, BMP7, RPP25, RHOD, DHRS2, ITGB4, NTSR1, STRA6, SLC1A5, VSNL1, FKBP4, S100A3, TEAD4, KLK6, CCND1, SLC27A5, HOXA9, F12, LRFN4, NM_024609, SLC6A8, PCTK1, SLC6A8, KRT13"]
["T_cells_V2",0.662772865597968,0.910546714209046,0.634618594558504,0.846308637285894,"PRKCQ, CD3D, CD3G, CD28, LCK, TRAT1, PRKCQ, BCL11B, CD2, LCK, TRBC1, TRBC1, TRA@, ITM2A, \nSH2D1A, CD6, CD96, NCALD, GIMAP5, TRA@, CD3E, SKAP1, TRA@, TRA@"]
["T_helper cells_V2",0.643459612297223,0.910546714209046,0.634618594558504,0.846308637285894,"ICOS, LRBA, ITM2A, FAM111A, PHF10, NUP107, SEC24C, NAP1L4, BATF, ASF1A, FRYL, FUSIP1, TRA@, \nTRA@, RPA1, UBE2L3, ANP32B, DDX50, C13orf34, PPP2R5C, SLC25A12, ATF2, CD28, GOLGA8A"]
["Tcm",0.936958831641535,0.98240217326169,0.509096978801536,0.67891671323566,"CDC14A, ATM, USP9Y, PCNX, ATM, FOXP1, KLF12, ST3GAL1, INPP4B, CASP8, MLL, PCM1, RP11-74E24.2, \nPHC3, NFATC3, LOC202134, TIMM8A, ATF7IP, REPS1, PSPC1, RPP38, HNRPH1, STX16, CYLD, SNRPN, TRAF3IP3, NEFL, POLR2J2, AQP3, CG030, PDXDC2, CLUAP1, DOCK9, CYorf15B, CREBZF, CEP68, TXK, SLC7A6, FYB, MAP3K1"]
["Tem",0.810273570652649,0.922969889666319,0.259700814962531,0.765247426306084,"PRKY, VIL2, GDPD5, CCR2, MEFV, C7orf54, FLI1, TBC1D5, DDX17, AKT3, \nEWSR1, TBCD, CCR2, NFATC4, LTK, TRA@"]
["TFH",0.375679499590439,0.742872498461304,0.696327212020033,1.06946534236448,"CHI3L2, CXCL13, MYO7A, CHGB, MYO7A, ICA1, HEY1, CDK5R1, ST8SIA1, PDCD1, BLR1, KIAA1324, PVALB, ICA1, \nTSHR, C18orf1, HEY1, TOX, BLR1, SLC7A10, SMAD1, POMT1, PASK, MKL2, PTPN13, PASK, KCNK5, C18orf1, ZNF764, MAF, MYO6, SIRPG, THADA, THADA, MAGEH1, B3GAT1, MAF, SH3TC1, HIST1H4K, STK39"]
["Tgd",0.265635626306642,0.648259168817548,0.671731507764234,1.14903897993548,"TRD@, TARP, C1orf61, TRGV9, CD160, TARP, FEZ1"]
["Th1_cells_V2",0.970572363511109,0.98240217326169,0.509096978801536,0.67891671323566,"IFNG, LTA, APBB2, DOK5, IL12RB2, APBB2, APOD, ZBTB32, CD38, CSF2, CTLA4, CD70, DPP4, EGFL6, BST2, \nDUSP5, LRP8, IL22, DGKI, CCL4, DPP4, GGT1, LRRN3, SYNGR3, ATP9A, BTG3, CMAH, HBEGF, SGCB"]
["Th17_cells_V2",0.70353354772986,0.910546714209046,0.634618594558504,0.846308637285894,"IL17A, IL17A, IL17RA, RORC"]
["Th2_cells_V2",0.028245019805959,0.155347608932775,0.506434027497818,1.50430177672266,"PMCH, AHI1, PTGIS, AHI1, CXCR6, EVI5, AHI1, IL26, MB, NEIL3, GSTA4, PHEX, SMAD2, CENPF, ANK1, \nADCY1, AI582773, LAIR2, SNRPD1, CXCR6, MICAL2, DHFR, SMAD2, WDHD1, BIRC5, DHFR, SLC39A14, HELLS, LIMA1, CDC25C, CDC7, GATA3"]
["interferon.response",0.0437388405398994,0.206197391116668,-0.600310123548256,-1.61657873594042,"IFNGR1, IFNGR2, STAT1, STAT2, STAT3, JAK1, JAK2, SOCS1, SOCS3, FAS, IFNAR1, IFNAR2"]
["class1.mhc.presentation",0.00839066538475946,0.0686564485378821,0.436430575901244,1.50497881175673,"PSMB8, PSMB9, PSMB10, TAP1, TAP2, CALR, CANX, PDIA3, TAPBP, TAPBPL, NLRC5, IRF1, ERAP1, \nERAP2, B2M, HLA-A, HLA-B, HLA-C"]
["EMT",0.336608235705543,0.70087351078738,0.460947073466615,1.11554681299194,"ZEB1, LIX1L, VIM, AXL, MMP2, ANTXR2, C3orf21, FN1, NRP1, TGFBI, GALNT5, PPARG, HNMT, CARD6, RBPMS, TNFRSF21, TMEM45B, MPP7, SSH3, MTAC2D1, MUC1, EPPK1, SHROOM3, EPN3, PRSS22, AP1M2, SH3YL1, KLC3, SERINC2, EVPL, FXYD3, CLDN4, CRB3, LRRC54, MAPK13, GALNT3, STAP2, DSP, ELMO3, KRTCAP3, MAL2, F11R, GPR110, GPR56, KRT19, GRHL1, BSPRY, C1orf116, S100A14, SPINT2, ANKRD22, ST14, GRHL2, PRR5, TJP3, \nTACSTD2, CDH3, C1orf172, CDS1, MPZL2, INADL, RBM35A, TMC4, ITGB6, TMEM125, EPHA1, ENPP5, EPB41L5, ERBB3, RAB25, PRSS8, TMEM30B, CLDN7, TACSTD1, SCNN1A, CDH1, CHD2"]
["BER",0.157085163756979,0.530982646701931,0.46170305111776,1.2751499240562,"UNG, SMUG1, MBD4, TDG, OGG1, MUTYH, NTHL1, MPG, NEIL1, NEIL2, NEIL3, APEX1, APEX2, LIG3, XRCC1, \nPNKP, APLF"]
["PARP",0.266887946401131,0.648259168817548,0.671731507764234,1.14903897993548,"PARP1, PARP2, PARP3"]
["MMR",0.0983267608719465,0.381739189267557,0.646102340604808,1.35234919063836,"MSH2, MSH3, MSH6, MSH4, MSH5, MLH1, MLH3, PMS2, PMS1, PMS2L3"]
["NER",0.0306018129359111,0.156158554392071,-0.384001548612676,-1.54662916825855,"XPC, RAD23B, CETN2, RAD23A, XPA, DDB1, DDB2, RPA1, RPA2, RPA3, TFIIH, ERCC3, ERCC2, GTF2H1, \nGTF2H2, GTF2H3, GTF2H4, GTF2H5, CDK7, CCNH, MNAT1, ERCC5, ERCC1, ERCC4, LIG1, ERCC8, ERCC6, UVSSA, XAB2, MMS19"]
["HR",0.000987479269265341,0.0186210376490036,0.749156847334088,1.81304878928829,"RAD51, RAD51B, RAD51D, DMC1, XRCC2, XRCC3, RAD52, RAD54L, RAD54B, BRCA1, SHFM1, RAD50, \nMRE11A, NBN, RBBP8, MUS81, EME1, EME2, GIYD1, GIYD2, GEN1"]
["FA",0.00720376359894149,0.0633931196706851,0.709343138893532,1.66837267155851,"FANCA, FANCB, FANCC, FANCD2, FANCE, FANCF, FANCG, FANCI, FANCL, FANCM, BRCA2, BRIP1, PALB2, \nRAD51C, BTBD12, FAAP20, FAAP24"]
["NHEJ",0.00609168200543431,0.0633931196706851,0.709343138893532,1.66837267155851,"XRCC6, XRCC5, XRCC4, PRKDC, LIG4, DCLRE1C, NHEJ1"]
["DNA.polymerases",0.342300765420982,0.70087351078738,0.460947073466615,1.11554681299194,"POLB, POLG, POLD1, POLE, POLH, POLI, POLQ, POLK, POLL, POLM, POLN, REV3L, MAD2L2, REV1L"]
["PD1_V2",0.252781280825082,0.648259168817548,0.671731507764234,1.14903897993548,"CCL5, CD27, CD274, CD276, CD8A, CMKLR1, CXCL9, CXCR6, HLA-DQA1, HLA-DRB1, HLA-E, IDO1, LAG3, \nNKG7, PDCD1LG2, PSMB10, STAT1, TIGIT"]
["Tcell.dysfunction",0.230997955770303,0.638227861045374,0.639612558450234,1.18925634603737,"KCNMA1, ADAM19, NDST3, VOPP1, CD5, IL2RB, RORA, GPR155, BTN3A1, ICOS, TREML1, CD274, 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, SOX10, CCDC43, TRIT1, HDAC2, ATP5C1, PAPSS1, \nPGM3, COPB2, PHGDH, LMBRD2, DXO, HSDL2, PEX13, NDUFS2, COPG1, TIPRL, ST3GAL6, SESTD1, DDX59, PPP3CA, SNRNP48, SEC23A, OSTC, AXIN2, CACNA2D2, BMP4, PDE1A, GRK2, KCNA3, KLRB1, SPOCK2, CD6, PVRIG, LY9, FCRL5, PIM2, RHOF, ZBTB32, IL21R, ZBTB7A, LRRC15, AMPD3"]
["CTL",0.711925934263845,0.910546714209046,0.634618594558504,0.846308637285894,"CD8A, CD8B, GZMA, GZMB, PRF1"]