Transcriptional reprogramming primes CD8+ T cells toward exhaustion in Myalgic encephalomyelitis/chronic fatigue syndrome

Authors: Iu, David S.; Maya, Jessica; Vu, Luyen T.; Fogarty, Elizabeth A.; McNairn, Adrian J.; Ahmed, Faraz; Franconi, Carl J.; Munn, Paul R.; Grenier, Jennifer K.; Hanson, Maureen R.; Grimson, Andrew

Proceedings of the National Academy of Sciences, 2 Dec 2024

View article | Discussion on S4ME


Cohorts in this study

Phenotype: ME/CFS, ME/CFS - CCC criteria, ME/CFS - IOM (Institute of Medicine) 2015 criteria, Post-exertional malaise (PEM)

A1BG, A2M, A2M-AS1, AAAS, AAK1, AASS, ABAT, ABCA7, ABCB1, ABCC1, ABCC8, ABCE1, ABCF1, ABCG1, ABHD10, ABHD14A, ABHD14B, ABHD17A, ABHD17B, ABHD3, ABI2, ABI3, ABLIM1, ABR, ABRACL, ABT1, ACAA2, ACACB, ACADM, ACADS, ACAP1, ACAT2, ACBD3, ACBD5, ACBD6, ACOT13, ACP5, ACRBP, ACSF3, ACSM4, ACTB, ACTG1, ACTN1, ACTN4, ACTR1B, ACTR3, ACTR8, ACY1, ACYP2, ADA, ADA2, ADAM10, ADAM12, ADAM19, ADAM23, ADAMTS1, ADAMTS10, ADARB2, ADCY7, ADD3, ADGRE5, ADGRG1, ADIPOR2, ADIRF, ADORA2A, ADPGK, ADPRM, ADPRS, ADRB2, ADSS2, AEBP1, AEBP2, AFDN, AFF3, AGAP1, AGGF1, AGO2, AGO3, AGTRAP, AHCY, AHCYL1, AHI1, AHNAK, AHSA1, AIF1, AIMP1, AIP, AK1, AK2, AK3, AK5, AK6, AK9, AKAP1, AKAP17A, AKAP7, AKAP9, AKNA, AKT1S1, AKT3, ALDH5A1, ALDH6A1, ALDH9A1, ALDOA, ALG1, ALG10, ALG2, ALKBH7, ALOX5AP, ALYREF, AMD1, AMIGO1, AMMECR1, AMPD2, AMT, ANAPC13, ANAPC16, ANAPC4, ANAPC7, ANGPT2, ANK3, ANKH, ANKLE1, ANKRD11, ANKRD12, ANKRD13C, ANKRD13D, ANKRD16, ANKRD17, ANKRD26, ANKRD28, ANKRD36B, ANKRD44, ANKRD44-IT1, ANKRD46, ANKRD49, ANKRD54, ANKS3, ANKZF1, ANO9, ANP32A, ANP32B, ANP32E, ANTKMT, ANTXR2, ANXA1, ANXA11, ANXA2, ANXA2R, ANXA4, ANXA5, ANXA6, AOAH, AP1G1, AP1M1, AP1S1, AP2A1, AP2A2, AP2B1, AP2S1, AP3M2, APBA2, APBB1, APBB1IP, APH1A, API5, APMAP, APOBEC3G, APOL3, APOL6, APOO, APPL1, APPL2, APRT, AQP3, AREG, ARF1, ARF4, ARF5, ARF6, ARFGEF1, ARFRP1, ARGLU1, ARHGAP1, ARHGAP10, ARHGAP17, ARHGAP18, ARHGAP25, ARHGAP30, ARHGAP45, ARHGAP9, ARHGDIB, ARHGEF1, ARHGEF10, ARHGEF11, ARHGEF2, ARHGEF3, ARHGEF6, ARID1B, ARID4A, ARID4B, ARID5A, ARID5B, ARIH1, ARK2N, ARL13B, ARL14EP, ARL15, ARL16, ARL17A, ARL17B, ARL2, ARL4A, ARL4C, ARL6IP1, ARL6IP4, ARL6IP5, ARLN, ARMC10, ARMH1, ARMH3, ARNT, ARPC1A, ARPC1B, ARPC2, ARPC3, ARPC4, ARPC5, ARPC5L, ARRB1, ARRDC1, ARRDC2, ARRDC3, ARRDC4, ARSG, ASB16, ASB3, ASCL2, ASH1L, ASPSCR1, ASXL1, ATAD3A, ATE1, ATF1, ATF3, ATF4, ATF5, ATF7IP2, ATG101, ATG12, ATG2A, ATG4D, ATG5, ATM, ATOX1, ATP10A, ATP11A, ATP1A1, ATP23, ATP2B1, ATP2B1-AS1, ATP2B4, ATP5F1C, ATP5F1D, ATP5F1E, ATP5IF1, ATP5MC1, ATP5MC2, ATP5MC3, ATP5ME, ATP5MF, ATP5MG, ATP5MJ, ATP5MK, ATP5PB, ATP5PD, ATP5PF, ATP5PO, ATP6V0B, ATP6V0C, ATP6V0E1, ATP6V0E2, ATP6V1F, ATP6V1G1, ATP8A1, ATP8B2, ATP9B, ATR, ATRX, ATXN2, ATXN2L, ATXN3, ATXN7, ATXN7L3B, AUP1, AURKAIP1, AZIN1, B2M, B3GALT6, B3GAT1, B4GALT1, B4GALT3, B4GALT4, B4GALT7, BAG3, BANF1, BATF, BAX, BAZ2A, BBIP1, BBLN, BCAP31, BCAS2, BCAS4, BCAT2, BCCIP, BCL11B, BCL2, BCL2A1, BCL3, BCL7B, BCL9L, BCLAF1, BCOR, BCR, BET1, BET1L, BEX2, BEX4, BFAR, BHLHE40, BICD2, BICDL1, BICRA, BIK, BIN1, BIN2, BIN3, BIRC2, BIRC3, BISPR, BLCAP, BLK, BLOC1S1, BLOC1S3, BLOC1S4, BLOC1S5, BMS1, BNIP1, BNIP2, BOD1, BOD1L1, BOLA2, BORCS5, BORCS6, BPNT1, BPTF, BRD1, BRD2, BRD4, BRD9, BRF2, BRI3, BRIX1, BRK1, BRPF1, BRWD3, BSCL2, BSDC1, BST2, BTBD7, BTF3, BTG1, BTG2, BTG3, BTN3A2, BUB3, BZW1, C11orf21, C11orf58, C11orf68, C12orf57, C12orf75, C14orf119, C14orf132, C15orf40, C15orf61, C16orf54, C16orf87, C18orf63, C19orf25, C19orf48P, C19orf53, C1D, C1GALT1, C1QBP, C1QTNF3, C1RL-AS1, C1orf162, C1orf174, C1orf21, C1orf35, C1orf50, C1orf52, C1orf56, C20orf204, C21orf91, C2CD2L, C2CD3, C2orf68, C3orf38, C5orf24, C6orf47, C8orf76, C9orf78, CACNA1A, CACNA1H, CALCOCO1, CALCOCO2, CALHM6, CALM1, CALM2, CALM3, CALR, CAMK4, CAMKK2, CAMLG, CANT1, CANX, CAP1, CAPG, CAPN12, CAPN2, CAPN7, CAPNS1, CAPZA1, CAPZA2, CAPZB, CARD16, CARD8, CARF, CARINH, CASC8, CASK, CASP1, CASP10, CASP4, CASP8, CASP8AP2, CAST, CASTOR3P, CAT, CATSPER2, CBFA2T2, CBL, CBLB, CBLL1, CBR1, CBR3, CBR4, CBX4, CBX7, CCDC107, CCDC159, CCDC167, CCDC192, CCDC28B, CCDC32, CCDC50, CCDC59, CCDC66, CCDC71L, CCDC85B, CCDC88C, CCDC92, CCDC97, CCL2, CCL20, CCL3, CCL3L1, CCL4, CCL4L2, CCL5, CCNB1IP1, CCND3, CCNE2, CCNG1, CCNH, CCNI, CCNL1, CCNY, CCPG1, CCR10, CCR4, CCR5, CCR6, CCR7, CCR8, CCSER2, CCT3, CCT5, CCT8, CCZ1, CCZ1B, CD160, CD164, CD2, CD200R1, CD226, CD244, CD247, CD27, CD28, CD300A, CD320, CD37, CD38, CD3D, CD3E, CD3G, CD4, CD40LG, CD44, CD47, CD48, CD5, CD52, CD53, CD55, CD59, CD6, CD63, CD69, CD7, CD74, CD79B, CD81, CD82, CD84, CD8A, CD8B, CD93, CD96, CD99, CDC14A, CDC25B, CDC37L1, CDC42, CDC42-IT1, CDC42BPB, CDC42EP3, CDC42EP3-AS1, CDC42SE1, CDC42SE2, CDK13, CDK16, CDK2AP2, CDK5RAP1, CDK6, CDKN1B, CDKN2AIP, CDKN2C, CDKN2D, CDR2, CDV3, CEACAM1, CEACAM21, CEBPB, CEBPD, CEBPZ, CELF2, CEMIP, CEMIP2, CENPC, CENPK, CENPT, CENPX, CEP126, CEP164, CEP170B, CEP350, CEP63, CEP72, CEP78, CERK, CERS6, CES1, CFAP20, CFAP44, CFAP68, CFAP97, CFD, CFDP1, CFL1, CFL2, CFLAR, CGRRF1, CHASERR, CHCHD1, CHCHD2, CHD1, CHD3, CHD4, CHD9, CHI3L2, CHIC2, CHKB, CHLSN, CHMP1A, CHMP1B, CHMP2A, CHMP2B, CHORDC1, CHPT1, CHRM3-AS2, CHST11, CHST12, CHURC1, CIAO2B, CIB1, CINP, CIRBP, CIRSR, CISD1, CISH, CITED2, CITED4, CKLF, CKS1B, CKS2, CLASP2, CLCC1, CLCF1, CLCN3, CLDND1, CLEC12A, CLEC2B, CLEC2D, CLECL1P, CLIC1, CLIC3, CLK1, CLK3, CLK4, CLN3, CLNS1A, CLP1, CLPTM1, CLPTM1L, CLSTN1, CLTC, CLUAP1, CMC1, CMC2, CMIP, CMKLR1, CMPK1, CMTM3, CNBD2, CNBP, CNDP2, CNIH1, CNIH4, CNN2, CNOT2, CNOT3, CNOT4, CNOT6L, CNOT9, CNR2, COA1, COA3, COA4, COA6, COA6-AS1, COG3, COG4, COG5, COL27A1, COL5A1, COL5A3, COL6A1, COL6A2, COL7A1, COMMD2, COMMD3, COMMD5, COMMD6, COMMD7, COMMD8, COMT, COMTD1, COPA, COPB1, COPB2, COPE, COPS2, COPS5, COPS9, COPZ1, COQ10A, COQ10B, COQ4, COQ7, CORO1A, CORO1B, CORO7, COTL1, COX14, COX19, COX4I1, COX5B, COX6A1, COX6B1, COX6C, COX7A2, COX7A2L, COX7B, COX7C, COX8A, COXFA4, CPAMD8, CPNE1, CPNE2, CPNE7, CPQ, CPT1A, CREB1, CREB3L2, CREBBP, CREBRF, CREBZF, CREM, CRIM1, CRIP1, CRIP2, CRK, CRLF3, CRNKL1, CRTAP, CRY1, CRYBG1, CRYZL1, CSDE1, CSF2, CSK, CSKMT, CSNK1D, CSNK1G2, CSRNP1, CST7, CSTB, CTBP1, CTDNEP1, CTDSP2, CTLA4, CTNNBL1, CTPS1, CTSA, CTSB, CTSC, CTSD, CTSH, CTSK, CTSL, CTSW, CTU1, CUL3, CUTA, CWC15, CWF19L2, CX3CR1, CXCR4, CXXC5, CYB561A3, CYB5A, CYB5B, CYB5R1, CYBA, CYC1, CYCS, CYFIP1, CYFIP2, CYP2E1, CYP2R1, CYP3A5, CYP4V2, CYP51A1, CYRIA, CYTH1, CYTH3, CYTH4, CYTIP, CYTOR, DAD1, DAGLB, DANCR, DAP3, DAXX, DAZAP2, DBF4, DBNDD2, DBP, DCAF10, DCAF13, DCAF17, DCAF6, DCAF7, DCAF8, DCTN1, DCTN3, DCTN6, DCUN1D3, DCXR, DDAH2, DDI2, DDIT3, DDIT4, DDOST, DDT, DDX17, DDX20, DDX21, DDX23, DDX24, DDX28, DDX39B, DDX3X, DDX3Y, DDX46, DDX49, DDX5, DDX52, DDX56, DDX6, DEAF1, DEDD2, DEF6, DEK, DELE1, DENND2D, DEPDC5, DEXI, DFFA, DGAT1, DGCR2, DGCR8, DGKA, DGKD, DGKZ, DHCR7-DT, DHRS3, DHRS7, DHX32, DHX36, DIAPH1, DIAPH2, DIP2A, DIPK1B, DIPK2A, DIS3, DKC1, DLG1, DLL1, DMAC1, DNA2, DNAH17, DNAH2, DNAJA1, DNAJA3, DNAJB1, DNAJB2, DNAJB6, DNAJB9, DNAJC15, DNAJC17, DNAJC21, DNAJC24, DNAJC4, DNAJC7, DNAJC8, DNASE1, DNASE2, DND1, DNM2, DNMT1, DNMT3A, DNPEP, DNTTIP2, DOCK10, DOCK2, DOCK8, DOCK9-DT, DOP1B, DPH2, DPH5, DPM2, DPY30, DPYD, DST, DSTN, DTD1, DTHD1, DUS1L, DUS3L, DUSP1, DUSP10, DUSP11, DUSP12, DUSP18, DUSP2, DUSP22, DUSP23, DUSP28, DUSP5, DUSP6, DUSP7, DUSP8, DUT, DYNC1H1, DYNLL1, DYNLL2, DYNLRB1, DYNLT1, DYNLT2B, DYNLT3, DYRK1A, DYRK2, DZIP3, E2F3, EAPP, ECD, ECI2, EDF1, EDRF1, EEF1A1, EEF1B2, EEF1D, EEF1G, EEF2, EEFSEC, EEIG1, EFHC1, EFHD2, EFL1, EFR3A, EGLN2, EGR1, EHD1, EHD4, EHMT1, EHMT2, EID1, EID2, EIF1, EIF1AX, EIF1AY, EIF1B, EIF2A, EIF2AK2, EIF2AK3, EIF2B4, EIF2S3, EIF3B, EIF3D, EIF3E, EIF3F, EIF3G, EIF3H, EIF3K, EIF3L, EIF3M, EIF4A1, EIF4A2, EIF4A3, EIF4B, EIF4E3, EIF4EBP1, EIF4EBP2, EIF4G1, EIF4G2, EIF4H, EIF5, EIF5A, ELF1, ELF2, ELMOD3, ELOB, ELOC, EMB, EMC6, EMC7, EMC8, EMD, EML4, EMP3, ENC1, ENDOG, ENDOV, ENO1, ENSA, EOLA2, EOMES, EPB41, EPB41L3, EPB41L4A, EPB41L4A-AS1, EPC1, EPC2, EPG5, EPHB6, EPHX2, EPRS1, EPS15, EPS8L2, EPSTI1, ERAP1, ERAP2, ERCC3, ERCC5, ERGIC2, ERGIC3, ERH, ERICH1, ERLEC1, ERN1, ERP29, ERP44, ERVK13-1, ESCO1, ESD, ESR2, ESRRA, ESYT1, ESYT2, ETF1, ETFB, ETFDH, ETS1, ETV3, EVA1B, EVC, EVC2, EVI2A, EVI2B, EVL, EXOC1, EXOC8, EXOG, EXOSC5, EXOSC6, EXOSC7, EXOSC9, EZR, F2R, F8A1, FAAH, FABP5, FADS3, FAF1, FAM107B, FAM110A, FAM111A, FAM117A, FAM118A, FAM120A, FAM133B, FAM13A, FAM13B, FAM153A, FAM162A, FAM174C, FAM177A1, FAM184B, FAM204A, FAM210A, FAM215B, FAM219B, FAM230D, FAM234A, FAM32A, FAM43A, FAM50A, FAM53B, FAM53C, FAM78A, FAM89B, FAM98B, FANCF, FARSB, FASN, FASTK, FASTKD5, FAU, FBL, FBLN5, FBXL18, FBXL20, FBXO10, FBXO2, FBXO21, FBXO25, FBXO32, FBXO33, FBXO38, FBXO8, FBXW5, FBXW7, FCER1G, FCGBP, FCGR3A, FCHO1, FCHSD2, FCMR, FCRL6, FDX1, FDX2, FDXR, FEM1A, FEM1B, FERMT3, FES, FEZ2, FGD3, FGFBP2, FGFR1, FGFR1OP2, FGL2, FGR, FHIP1B, FHIP2A, FHIP2B, FHIT, FHL3, FIS1, FKBP11, FKBP15, FKBP1A, FKBP5, FLCN, FLI1, FLII, FLNA, FLOT1, FLT3LG, FMC1, FMN1, FMNL1, FMNL2, FN3KRP, FNBP1, FNBP4, FNTA, FOS, FOSB, FOSL2, FOXJ2, FOXO1, FOXP1, FOXP3, FPGS, FRAT1, FRG1, FRY, FRYL, FSAF1, FSD1, FTH1, FTL, FTX, FUBP1, FUNDC2, FURIN, FUS, FUT7, FUT8, FXR1, FXR2, FXYD2, FXYD5, FXYD7, FYB1, G2E3, GAA, GAB3, GABARAP, GABARAPL1, GABARAPL2, GABPB1-AS1, GABPB1-IT1, GADD45A, GADD45B, GADD45G, GADD45GIP1, GALM, GALNT10, GALT, GANAB, GAPDH, GARRE1, GARS1-DT, GART, GAS5, GATA3, GATAD1, GATAD2B, GATC, GBP1, GBP2, GBP3, GBP4, GBP5, GCA, GCC2, GCH1, GCHFR, GCSH, GDAP1, GDF11, GDI1, GDPD3, GDPD5, GFI1, GFM2, GFOD2, GFPT1, GGA1, GGA2, GHRL, GIGYF1, GIGYF2, GIMAP1, GIMAP2, GIMAP4, GIMAP5, GIMAP6, GIMAP7, GIN1, GIPC1, GJC2, GK5, GLCCI1, GLG1, GLI4, GLOD4, GLRX, GLRX2, GLS, GLT8D1, GLUL, GMCL1, GMFG, GMIP, GMNN, GNA15, GNAQ, GNAS, GNB1, GNB5, GNG10, GNG2, GNG5, GNL1, GNLY, GNPDA2, GNPTAB, GNRH1, GOLGA4, GOLGA8A, GOLGA8B, GOLM1, GON4L, GOPC, GPATCH1, GPATCH11, GPBP1, GPCPD1, GPN3, GPR137B, GPR155, GPR171, GPR174, GPR180, GPR183, GPR35, GPR65, GPRIN3, GPSM3, GPX4, GRAMD1A, GRAMD1B, GRAP2, GREM2, GRIN3A, GRK2, GRK5, GRK6, GRPEL1, GRSF1, GSAP, GSDMD, GSE1, GSK3B, GSKIP, GSN, GSPT1, GSPT2, GSTK1, GSTM2, GSTM3, GSTO1, GSTP1, GTF2B, GTF2H2, GTF2H3, GTF2H5, GTF2I, GTF2IRD2, GTF3A, GTF3C1, GTF3C4, GTF3C6, GTPBP3, GYPC, GZMA, GZMB, GZMH, GZMK, GZMM, H1-10, H1-2, H1-3, H1-4, H2AC11, H2AC20, H2AC25, H2AX, H2AZ1, H2AZ2, H2BC15, H3-3A, H3-3B, H3-5, H3C1, H3C4, H4C3, HACL2, HADHB, HAGH, HAPSTR1, HARBI1, HAT1, HAUS2, HAUS3, HAX1, HBP1, HBS1L, HCG18, HCG27, HCP5, HCST, HDAC1, HDAC10, HDAC3, HDAC7, HDAC8, HDDC2, HDDC3, HDGF, HDGFL3, HDLBP, HEBP1, HEBP2, HECA, HECTD1, HELB, HELLPAR, HELLS, HERC2, HERC4, HERPUD1, HEXB, HEXD, HEXD-IT1, HEXIM1, HIF1A, HIF1AN, HIGD2A, HINT1, HIPK1-AS1, HIPK2, HIVEP1, HIVEP2, HK1, HK2, HLA-A, HLA-B, HLA-C, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQA2, HLA-DQB1, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-E, HLA-F, HLA-F-AS1, HMBOX1, HMCES, HMGA1, HMGB1, HMGB2, HMGCL, HMGCS1, HMGN2, HMGN3, HMGN4, HMOX2, HNF1A, HNRNPA0, HNRNPA1, HNRNPA2B1, HNRNPA3, HNRNPAB, HNRNPC, HNRNPD, HNRNPDL, HNRNPF, HNRNPH1, HNRNPH2, HNRNPH3, HNRNPL, HNRNPM, HNRNPU, HNRNPUL1, HOMER1, HOOK1, HOOK2, HOOK3, HOPX, HOTAIRM1, HOXB2, HOXB4, HP1BP3, HPCAL1, HPCAL4, HPGD, HPRT1, HPS1, HRH2, HS6ST1, HSBP1, HSBP1L1, HSD17B4, HSH2D, HSP90AA1, HSP90AB1, HSP90B1, HSPA13, HSPA5, HSPA8, HSPA9, HSPB1, HSPD1, HSPE1, HSPH1, HTRA2, HUS1, HVCN1, HYCC1, IARS2, IBA57, ICA1L, ICAM2, ICAM3, ICOS, ID1, ID2, ID3, IDI1, IDS, IER2, IER3, IER5, IER5L, IFFO2, IFI27L2, IFI35, IFI44L, IFI6, IFIT1, IFIT2, IFIT3, IFITM1, IFITM2, IFITM3, IFNG, IFNGR1, IFNGR2, IFRD1, IFT20, IFT25, IFT52, IFT74, IFT80, IGBP1, IGFLR1, IGHA1, IGHM, IGKC, IKBKB, IKBKE, IKBKG, IKZF1, IKZF2, IKZF3, IKZF5, IL10RA, IL16, IL17RA, IL17RB, IL17RE, IL18BP, IL18R1, IL23A, IL27RA, IL2RB, IL2RG, IL3, IL32, IL3RA, IL4R, IL6R, IL6ST, IL7R, ILF2, ILF3-DT, ILK, IMPACT, ING1, ING3, ING4, ING5, INO80D, INPP4A, INPP4B, INPP5B, INPP5D, INSIG1, INTS13, INTS5, INTS6, INTS8, IP6K1, IPCEF1, IPO4, IPO9, IQCB1, IQCN, IQGAP1, IQGAP2, IRAK4, IRF1, IRF2, IRF2BP2, IRF3, IRF5, IRF7, IRF9, IRS2, ISCA1, ISCA2, ISCU, ISG15, ISG20, ITCH, ITFG2, ITGA4, ITGA6, ITGAL, ITGAX, ITGB1, ITGB1BP1, ITGB2, ITGB2-AS1, ITGB3BP, ITGB7, ITK, ITM2A, ITM2B, ITM2C, ITPA, ITPR2, ITPRIP, IVNS1ABP, IWS1, JADE1, JADE2, JAG2, JAK1, JAKMIP2, JAML, JARID2, JMJD1C, JMJD6, JMY, JOSD1, JPT1, JPX, JUN, JUNB, JUND, KANK1, KANSL1, KANSL1-AS1, KANSL2, KANTR, KATNBL1, KCMF1, KCNA6, KCNAB2, KCNAB3, KCNK6, KCNN4, KCNQ1OT1, KCNT1, KCTD15, KCTD17, KCTD5, KCTD7, KDELR2, KDM3A, KDM4C, KDM5A, KDM6B, KDSR, KHDRBS1, KIAA0040, KIAA1143, KIAA2013, KIF20B, KIF5B, KIR3DL2, KIT, KLC1, KLF10, KLF11, KLF12, KLF13, KLF2, KLF3-AS1, KLF6, KLF9, KLHDC3, KLHL15, KLHL18, KLHL6, KLRB1, KLRC1, KLRC2, KLRC3, KLRC4, KLRD1, KLRF1, KLRG1, KLRK1, KMT2A, KMT2B, KMT2E, KMT2E-AS1, KMT5C, KPNA2, KPNA3, KPNA6, KPNB1, KRAS, KRCC1, KRI1, KRIT1, KRR1, KRT10, KRT73, KRTCAP2, KRTCAP3, KTN1, KXD1, LACTB2, LAG3, LAGE3, LAIR1, LAIR2, LAMP1, LAMTOR5, LANCL2, LAPTM4A, LAPTM5, LARP1, LARP1B, LARP4B, LARS1, LASP1, LAT, LAX1, LBH, LBR, LCDR, LCK, LCLAT1, LCMT1, LCP1, LCP2, LDHA, LDHB, LDHC, LDLRAP1, LDOC1, LEAP2, LEF1, LENG1, LENG8, LEO1, LEPROT, LEPROTL1, LETM1, LFNG, LGALS1, LGALS3, LGALS3BP, LGALS9, LILRB1, LIM2, LIMD1, LIMD2, LIME1, LIMS1, LINC-PINT, LINC00324, LINC00342, LINC00402, LINC00513, LINC00623, LINC00649, LINC00662, LINC00667, LINC00685, LINC00861, LINC00963, LINC01089, LINC01128, LINC01138, LINC01278, LINC01465, LINC01505, LINC01550, LINC01588, LINC01684, LINC01871, LINC02273, LINC02384, LINC02446, LINC02580, LINC02762, LINGO3, LINS1, LIPE, LITAF, LIX1L, LLGL2, LLPH, LMAN1, LMAN2, LMBRD2, LMF2, LMNA, LMNB1, LMO4, LMO7, LNPEP, LOXL4, LPAR2, LPAR6, LPGAT1, LPIN1, LPIN2, LPP, LPXN, LRIF1, LRP10, LRP12, LRRC23, LRRC41, LRRC57, LRRC58, LRRC61, LRRC75A, LRRC8C, LRRCC1, LRRFIP1, LRRFIP2, LRRK1, LRRN3, LSM10, LSM2, LSM5, LSM6, LSM7, LSP1, LST1, LTB, LTBP3, LTK, LTN1, LUC7L3, LY6E, LY96, LYAR, LYN, LYPLA1, LYPLA2, LYRM2, LYSET, LYSMD2, LYST, LYZ, M6PR, MACF1, MACO1, MAD1L1, MAD2L2, MAF, MAFF, MAFG, MAGEF1, MAGEH1, MAGOH, MAIP1, MAL, MALAT1, MALSU1, MALT1, MAML2, MAN1B1-DT, MAN1C1, MAN2B1, MAN2C1, MANBA, MANEAL, MANF, MAP1LC3B, MAP1S, MAP2K2, MAP2K6, MAP3K1, MAP3K12, MAP3K13, MAP3K2, MAP3K7, MAP3K8, MAP4, MAP4K3-DT, MAP4K4, MAP7D1, MAPK1, MAPK14, MAPK1IP1L, MAPK8, MAPKAPK2, MAPKAPK5-AS1, MAPRE1, MARCKSL1, MARK3, MARK4, MAST3, MASTL, MAT2A, MAT2B, MATK, MATN2, MATR3, MAZ, MB21D2, MBIP, MBNL1, MBNL2, MBOAT1, MBOAT7, MBP, MCEE, MCL1, MCM3, MCOLN1, MCPH1, MCUB, MDFIC, MDGA1, MDH2, MDM4, MDN1, ME1, ME2, MECP2, MED1, MED10, MED13L, MED15, MED16, MED19, MED21, MED23, MED27, MED28, MED29, MED30, MED4, MED7, MEF2D, MEMO1, MEPCE, MESD, METAP1D, METAP2, METRN, METRNL, METTL13, METTL17, METTL2B, METTL4, METTL6, MEX3C, MFNG, MGA, MGAT1, MGAT4A, MGAT5, MGME1, MGST3, MHENCR, MIA2, MIAT, MIB1, MICAL3, MICOS10, MICU3, MID1IP1, MIDN, MIF, MINK1, MIR29B2CHG, MIR3667HG, MIR4435-2HG, MIR762HG, MIRLET7BHG, MIS18BP1, MKNK2, MLEC, MLF1, MLLT3, MLXIP, MMADHC, MMP24OS, MMP25-AS1, MMS22L, MOB3A, MOCS2, MORC3, MORF4L1, MORF4L2, MORN3, MOSPD2, MOSPD3, MPC1, MPHOSPH6, MPHOSPH8, MPHOSPH9, MPP2, MPV17L, MRE11, MRFAP1, MRFAP1L1, MRI1, MRM2, MRM3, MRNIP, MRPL10, MRPL14, MRPL16, MRPL18, MRPL20, MRPL20-AS1, MRPL22, MRPL24, MRPL27, MRPL28, MRPL33, MRPL34, MRPL37, MRPL41, MRPL44, MRPL47, MRPL48, MRPL49, MRPL51, MRPL54, MRPL58, MRPS12, MRPS15, MRPS18C, MRPS21, MRPS24, MRPS30, MRPS31, MRPS33, MRPS34, MRPS6, MRPS7, MRPS9, MRS2, MSL1, MSN, MSTO1, MT-ATP6, MT-ATP8, MT-CO1, MT-CO2, MT-CO3, MT-CYB, MT-ND1, MT-ND2, MT-ND3, MT-ND4, MT-ND4L, MT-ND5, MT-ND6, MT2A, MTA1, MTA3, MTAP, MTCH1, MTCH2, MTDH, MTERF1, MTERF4, MTFP1, MTG1, MTHFD2, MTHFS, MTIF3, MTMR12, MTPN, MTRF1L, MTRFR, MTRNR2L1, MTRNR2L10, MTRNR2L12, MTRNR2L6, MTRNR2L8, MTRR, MTSS1, MUC12, MUS81, MVB12A, MVB12B, MVD, MX1, MX2, MXD4, MXI1, MXRA7, MXRA8, MYADM, MYBL1, MYC, MYCBP, MYCBP2, MYDGF, MYH9, MYL12A, MYL12B, MYL6, MYL6B, MYLIP, MYLK, MYO15B, MYO16, MYO1F, MYO1G, MYO5A, MYOM2, MZT2A, MZT2B, N4BP1, N4BP2, N4BP2L1, N4BP2L2, NAA38, NAA50, NAA60, NABP1, NACA, NACA2, NACC2, NADK, NAE1, NAF1, NAGK, NAIP, NAMPT, NANS, NAP1L1, NAP1L4, NAP1L5, NAPA, NAPG, NASP, NAT9, NAXE, NBAS, NBDY, NBEAL1, NBEAL2, NBN, NBPF10, NBPF19, NBPF20, NBPF3, NBPF9, NBR1, NCBP2, NCBP2AS2, NCBP3, NCF1, NCF2, NCK1-DT, NCK2, NCKAP1L, NCL, NCOA7, NCOR1, NCR1, NCR3, NDE1, NDRG3, NDST2, NDUFA1, NDUFA12, NDUFA13, NDUFA3, NDUFA6, NDUFA7, NDUFA9, NDUFAB1, NDUFAF1, NDUFAF3, NDUFAF8, NDUFB1, NDUFB10, NDUFB11, NDUFB2, NDUFB3, NDUFB4, NDUFB7, NDUFB8, NDUFB9, NDUFC1, NDUFC2, NDUFS2, NDUFS5, NDUFV2, NDUFV2-AS1, NEAT1, NECAP2, NEDD1, NEFL, NEIL1, NELFB, NELL2, NEMF, NET1, NEU1, NF1, NFAT5, NFATC2, NFATC2IP, NFATC3, NFE2L2, NFIL3, NFKB1, NFKB2, NFKBIA, NFKBIB, NFKBID, NFKBIZ, NFU1, NFX1, NFYB, NHERF1, NHLRC3, NICOL1, NINJ1, NINL, NIP7, NIPAL3, NKG7, NKTR, NLRC3, NLRC5, NLRP1, NME2, NME3, NME6, NMI, NMRK1, NMT1, NNT, NOC2L, NOC3L, NOL12, NOL7, NOL8, NOP10, NOP53, NOP56, NOP58, NOPCHAP1, NORAD, NOSIP, NOTCH1, NPAT, NPDC1, NPEPPS, NPHP3, NPIPB11, NPIPB15, NPM1, NPM3, NPRL3, NR1D1, NR1D2, NR1H2, NR3C1, NR4A1, NR4A2, NR4A3, NR5A2, NRAS, NRBF2, NRDE2, NRIP1, NSA2, NSD3, NSF, NSG1, NSL1, NSMAF, NSMCE3, NSMF, NSUN5, NSUN6, NTN4, NTPCR, NUB1, NUBP1, NUCB1, NUCB2, NUCKS1, NUDC, NUDT14, NUDT2, NUDT22, NUDT4, NUFIP2, NUGGC, NUMA1, NUMB, NUP37, NUP50, NUP54, NUP58, NUP98, NUTM2A-AS1, NUTM2B-AS1, NUTM2E, NXT1, OAS2, OAS3, OASL, OAT, OAZ1, OAZ2, OCEL1, OCIAD1, OCIAD2, ODC1, ODF2, ODF2L, ODR4, OFD1, OGFOD2, OGFOD3, OGFRL1, OGT, OIP5-AS1, OLA1, OLFM2, OPA1, OPTN, OR7A17, ORAI1, ORAI2, ORMDL1, ORMDL2, ORMDL3, OS9, OSBP, OSBPL10, OSBPL2, OSBPL7, OSBPL8, OSER1, OSER1-DT, OSGEPL1, OSGIN2, OST4, OSTC, OSTF1, OTUD5, OTUD6B-AS1, OTULIN, OTULINL, OXNAD1, P2RY10, P2RY14, P2RY8, P3H1, P4HB, PA2G4, PABPC1, PACC1, PACSIN2, PAG1, PAIP2, PAK2, PALM2AKAP2, PAN3, PANK3, PAPLN, PAPSS1, PAQR8, PARK7, PARL, PARP1, PARP10, PARP14, PARP8, PARP9, PARVB, PASK, PATL2, PAX8-AS1, PAXIP1-AS2, PBXIP1, PCBP1, PCBP1-AS1, PCBP2, PCED1B-AS1, PCF11, PCGF5, PCID2, PCIF1, PCMTD1, PCMTD2, PCNA, PCNP, PCNX1, PCNX4, PCSK1N, PCSK6, PCSK7, PDCD1, PDCD10, PDCD2, PDCD5, PDCD6, PDCD6IP, PDCD7, PDCL3, PDE3B, PDE4B, PDE4D, PDE4DIP, PDE6D, PDE7A, PDGFD, PDIA3, PDIA4, PDIA6, PDK3, PDLIM1, PDLIM2, PDPR, PDS5B, PDXK, PDZD2, PDZD8, PEBP1, PECAM1, PEF1, PELI1, PEPD, PER1, PERP, PET100, PEX39, PEX6, PFDN4, PFDN5, PFKFB3, PFN1, PGAM1, PGAP1, PGAP2, PGAP6, PGBD4, PGD, PGGHG, PGK1, PGLS, PGM2L1, PGRMC2, PHACTR2, PHF1, PHF11, PHF14, PHF19, PHF5A, PHKG1, PHLDA1, PHLDB3, PHPT1, PHTF1, PHYKPL, PI4K2B, PIBF1, PICALM, PIGF, PIGL, PIGP, PIGQ, PIGX, PIH1D1, PIK3C2B, PIK3CA, PIK3CD, PIK3IP1, PIK3R1, PIK3R2, PIKFYVE, PILRB, PIM1, PIM2, PIM3, PIN4, PIP4P2, PISD, PITPNC1, PITRM1, PJA2, PLAAT2, PLAAT3, PLAAT4, PLAC8, PLAC9, PLCG2, PLD1, PLEC, PLEK, PLEKHA1, PLEKHF1, PLEKHG5, PLEKHO1, PLGRKT, PLIN2, PLK3, PLOD3, PLP2, PLPP2, PLPPR2, PLPPR3, PLSCR3, PLXND1, PMAIP1, PMF1, PMM2, PMPCB, PNISR, PNKP, PNP, PNPLA2, PNPLA4, PNPLA8, PNRC1, PNRC2, POLR1A, POLR1D, POLR1F, POLR1H, POLR2A, POLR2E, POLR2I, POLR2J, POLR2J2, POLR2J3, POLR2L, POLR3E, POMP, PON2, POP4, POT1, POU2F2, POU5F1B, PPA1, PPARA, PPDPF, PPHLN1, PPIA, PPIAL4G, PPIB, PPM1K, PPM1L, PPM1M, PPM1N, PPP1CA, PPP1CB, PPP1R10, PPP1R11, PPP1R12A, PPP1R12B, PPP1R15A, PPP1R15B, PPP1R16B, PPP1R18, PPP1R2, PPP1R2C, PPP1R35, PPP1R3E, PPP1R7, PPP1R9B, PPP2CA, PPP2R1B, PPP2R3A, PPP2R5A, PPP2R5C, PPP2R5E, PPP3CA, PPP3CC, PPP4C, PPP4R1, PQBP1, PRAG1, PRDM1, PRDX1, PRDX2, PRDX5, PRDX6, PREB, PRELID1, PRELID3B, PRF1, PRIM2, PRKACB, PRKAR1B, PRKCA, PRKCB, PRKCH, PRKCQ-AS1, PRKD3, PRKDC, PRKX, PRKY, PRMT1, PRMT2, PRP4K, PRPF6, PRPF8, PRPSAP2, PRR12, PRR13, PRR5, PRRC2B, PRRC2C, PRSS23, PRXL2B, PRXL2C, PSD3, PSD4, PSMA2, PSMA3-AS1, PSMA4, PSMA5, PSMA6, PSMA7, PSMB1, PSMB10, PSMB4, PSMB6, PSMB8, PSMB8-AS1, PSMB9, PSMC1, PSMC2, PSMC4, PSMC5, PSMC6, PSMD12, PSMD3, PSMD4, PSMD6, PSMD7, PSME1, PSME2, PSME3IP1, PSME4, PSMG2, PSMG4, PSPH, PSTPIP2, PTBP1, PTBP3, PTGDR, PTGDR2, PTGDS, PTGER2, PTGER4, PTGES2, PTGES3, PTK2B, PTMA, PTMS, PTP4A2, PTP4A3, PTPN1, PTPN12, PTPN2, PTPN22, PTPN4, PTPN6, PTPN7, PTPRA, PTPRC, PTPRE, PTPRJ, PTRH1, PTS, PTTG1, PUF60, PUM1, PURA, PUS7L, PVR, PVT1, PWWP2A, PYCARD, PYCR2, PYHIN1, PYM1, PYROXD1, QKI, QRICH1, QSER1, QTRT2, RAB10, RAB11FIP1, RAB11FIP5, RAB15, RAB1A, RAB1B, RAB21, RAB22A, RAB27A, RAB29, RAB2A, RAB3GAP1, RAB5A, RAB5B, RAB5IF, RAB6A, RAB6B, RAB8B, RAB9A, RABAC1, RABGGTB, RABL2A, RABL2B, RAC1, RAC2, RACK1, RAD21, RAD50, RAD51-AS1, RAD51C, RAD51D, RAD9A, RALBP1, RALGAPA1, RALY, RAN, RAP1A, RAP1B, RAP2A, RAP2B, RAP2C, RARA, RARS1, RASA1, RASA3, RASGEF1B, RASGRF2, RASGRP1, RASGRP2, RASSF3, RASSF4, RASSF5, RASSF7, RB1CC1, RBAK, RBCK1, RBL1, RBL2, RBM12, RBM23, RBM25, RBM3, RBM34, RBM38, RBM39, RBM4, RBM42, RBM43, RBM48, RBM6, RBM7, RBM8A, RBMS1, RBMXL1, RBPJ, RBX1, RCAN3, RCAN3AS, RCHY1, RCN2, RCSD1, RDH14, REC8, REEP5, REL, RELA, RELB, RELL1, RELT, REPS1, RER1, RERE, RESF1, RETREG1, REX1BD, REXO1, REXO2, RFLNB, RFPL2, RGCC, RGL2, RGL4, RGPD5, RGS1, RGS10, RGS14, RGS16, RGS19, RGS2, RGS3, RGS9, RHBDD2, RHOA, RHOB, RHOBTB3, RHOC, RHOF, RHOG, RHOH, RIC3, RIC8A, RICTOR, RIGI, RILPL2, RIOK3, RIPK2, RIPOR2, RIT1, RITA1, RLF, RMND1, RNASEH1, RNASEH2B, RNASEH2C, RNASEK, RNASEL, RNASET2, RNF10, RNF114, RNF115, RNF125, RNF126, RNF138, RNF139, RNF144A, RNF145, RNF149, RNF157, RNF167, RNF168, RNF187, RNF19A, RNF207, RNF213, RNF25, RNF31, RNF34, RNF38, RNF4, RNF41, RNF7, RNF8, RNH1, RNMT, RNPEPL1, RNPS1, ROCK2, ROR2, RORA, RORB, RORC, RP2, RPA1, RPA2, RPA3, RPAP3, RPE, RPF1, RPL10, RPL10A, RPL11, RPL12, RPL13, RPL13A, RPL14, RPL15, RPL17, RPL18, RPL18A, RPL19, RPL21, RPL22, RPL22L1, RPL23, RPL23A, RPL24, RPL26, RPL26L1, RPL27, RPL27A, RPL28, RPL29, RPL3, RPL30, RPL31, RPL32, RPL34, RPL35, RPL35A, RPL36, RPL36A, RPL36AL, RPL37, RPL37A, RPL38, RPL39, RPL39L, RPL4, RPL41, RPL5, RPL6, RPL7, RPL7A, RPL8, RPL9, RPLP0, RPLP1, RPLP2, RPP14, RPRD1B, RPRD2, RPS10, RPS11, RPS12, RPS13, RPS14, RPS15, RPS15A, RPS16, RPS17, RPS18, RPS19, RPS19BP1, RPS2, RPS20, RPS21, RPS23, RPS24, RPS25, RPS26, RPS27, RPS27A, RPS27L, RPS28, RPS29, RPS3, RPS3A, RPS4X, RPS4Y1, RPS5, RPS6, RPS6KA1, RPS6KA3, RPS7, RPS8, RPS9, RPSA, RPUSD2, RRBP1, RREB1, RRM1, RRP1B, RRP7A, RRS1, RSBN1, RSBN1L, RSL1D1, RSL24D1, RSRC2, RSRP1, RTF1, RTF2, RTKN2, RTN4, RTP4, RTRAF, RUFY1, RUNX2, RUNX3, RUVBL1, RWDD1, RWDD2B, RWDD3, RXYLT1, S100A10, S100A11, S100A4, S100A6, S100A8, S100A9, S100B, S100PBP, S1PR1, S1PR3, S1PR4, SACM1L, SACS, SAFB, SAMD1, SAMD12, SAMD3, SAMD4B, SAMD8, SAMD9L, SAMHD1, SAMSN1, SAP18, SAR1A, SARAF, SASH3, SAT1, SAT2, SATB1, SAV1, SBDS, SBF2, SBK1, SBNO1-AS1, SBNO2, SC5D, SCAMP2, SCAMP4, SCAND1, SCAPER, SCART1, SCCPDH, SCD5, SCGB3A1, SCLT1, SCLY, SCML4, SCNN1D, SCO1, SCRN1, SCX, SCYL2, SDCBP, SDE2, SDF2L1, SDHA, SDHAF1, SDHAF3, SDHB, SDHC, SDR39U1, SEC11A, SEC11C, SEC14L1, SEC22B, SEC23A, SEC23IP, SEC24D, SEC61A1, SEC61B, SEC61G, SELENOH, SELENOK, SELENOW, SELL, SELPLG, SEM1, SEMA4A, SEMA4D, SEMA5A, SENP6, SEPTIN1, SEPTIN2, SEPTIN6, SEPTIN7, SEPTIN9, SERBP1, SERF2, SERINC1, SERINC5, SERP1, SERPINB1, SERPINB6, SERPINE2, SERTAD1, SERTAD2, SERTAD3, SESN1, SET, SETBP1, SETD5, SETD7, SETX, SF1, SF3A2, SF3A3, SF3B1, SF3B3, SF3B6, SFI1, SFPQ, SFT2D2, SFXN1, SGF29, SGK1, SGPP1, SGSM3, SGTA, SGTB, SH2B3, SH2D2A, SH2D3C, SH3BGRL3, SH3BP5, SH3GLB1, SH3KBP1, SH3PXD2A, SH3YL1, SHC2, SHFL, SHLD3, SHMT1, SHPRH, SIDT1, SIDT1-AS1, SIK3, SIKE1, SIN3A, SIRT3, SIT1, SKA2, SKAP1, SKAP1-AS1, SKI, SKIL, SLA, SLA2, SLAMF1, SLAMF6, SLAMF7, SLC12A6, SLC12A7, SLC15A4, SLC16A1, SLC16A10, SLC16A7, SLC1A7, SLC22A23, SLC25A1, SLC25A11, SLC25A16, SLC25A20, SLC25A22, SLC25A24, SLC25A26, SLC25A29, SLC25A3, SLC25A33, SLC25A45, SLC25A46, SLC25A5, SLC25A53, SLC25A6, SLC2A1, SLC2A3, SLC2A4RG, SLC30A4, SLC35A2, SLC35E2A, SLC35E2B, SLC35H1, SLC37A1, SLC38A1, SLC38A10, SLC38A2, SLC39A6, SLC40A1, SLC41A3, SLC44A2, SLC4A7, SLC52A2, SLC5A3, SLC5A6, SLC66A3, SLC67A1, SLC71A1, SLC75A1, SLC7A6, SLC9A9, SLFN12L, SLFN5, SLIRP, SLTM, SMAD2, SMAD4, SMAD7, SMAGP, SMAP2, SMARCA4, SMARCA5, SMC1A, SMC3, SMCHD1, SMCR8, SMDT1, SMG1, SMG5, SMIM10L1, SMIM12, SMIM14, SMIM26, SMIM27, SMPD1, SMS, SMURF1, SMURF2, SNAP47, SNAPC5, SNED1, SNHG1, SNHG12, SNHG14, SNHG15, SNHG16, SNHG17, SNHG21, SNHG29, SNHG3, SNHG32, SNHG5, SNHG6, SNHG7, SNHG8, SNN, SNRNP70, SNRPA, SNRPA1, SNRPB, SNRPB2, SNRPC, SNRPD1, SNRPD2, SNRPE, SNRPF, SNRPG, SNRPN, SNTB2, SNU13, SNUPN, SNW1, SNX18, SNX2, SNX25, SNX3, SNX5, SNX6, SNX9, SOCS1, SOCS3, SOCS5, SOD1, SOD2, SORL1, SOX15, SP140, SP3, SPATC1L, SPATS2L, SPCS1, SPCS2, SPEN, SPG11, SPG7, SPINT2, SPN, SPOCK2, SPON1, SPON2, SPOUT1, SPPL2B, SPRTN, SPRY1, SPSB2, SPTAN1, SPTBN1, SPTY2D1, SQSTM1, SRA1, SRC, SREBF1, SREBF2-AS1, SREK1, SREK1IP1, SRGAP1, SRGN, SRI, SRM, SRP14, SRP19, SRP72, SRP9, SRPK1, SRPRA, SRRM1, SRRM2, SRSF1, SRSF10, SRSF11, SRSF2, SRSF3, SRSF4, SRSF5, SRSF6, SRSF7, SRSF9, SS18L1, SS18L2, SSB, SSBP1, SSBP3, SSBP4, SSH2, SSR2, SSR3, SSR4, SSTR3, SSU72, SSX2IP, ST13, ST3GAL1, ST3GAL2, ST6GAL1, STAG1, STAMBPL1, STARD3NL, STARD4, STARD7, STAT1, STAT3, STAT4, STAT5B, STAT6, STEEP1, STING1, STIP1, STK10, STK17A, STK17B, STK25, STK4, STMN1, STMN3, STOM, STOML2, STON1, STRADB, STRAP, STRN, STRN3, STX12, STX16, STX17, STX5, STX7, STX8, STXBP2, STXBP3, SUB1, SUCLA2, SUCLG2, SULF2, SUMO1, SUMO2, SUMO4, SUN1, SUN2, SUPT3H, SUPT4H1, SUPT5H, SUPV3L1, SURF1, SUSD3, SUSD4, SVBP, SVIP, SYAP1, SYCE1L, SYF2, SYNE1, SYNE2, SYNE3, SYNGR1, SYNGR2, SYNJ2, SYNJ2BP, SYNM, SYNRG, SYPL1, SYS1, SYT11, SYT5, SYTL1, SYTL2, SYTL3, SYTL4, SZRD1, TAB1, TAB2, TAF12, TAF1D, TAF3, TAF5L, TAF6, TAF7, TAF9, TAGAP, TAGLN2, TALDO1, TAMALIN, TANC2, TAP1, TAPBP, TAPBPL, TARS1, TATDN1, TAX1BP1, TBC1D10A, TBC1D10C, TBC1D15, TBC1D19, TBC1D23, TBC1D2B, TBCA, TBL1X, TBL1XR1, TBX21, TCAF2, TCEA1, TCEA3, TCEAL8, TCEANC2, TCF25, TCF3, TCF4, TCF7, TCFL5, TCIRG1, TCP1, TCP11L2, TCTN3, TDG, TDRD3, TECR, TENT5A, TENT5C, TEPSIN, TES, TESPA1, TET2, TEX264, TEX30, TFAM, TFB2M, TFDP2, TGFB1, TGFBR1, TGIF1, TGOLN2, TGS1, THEM4, THEMIS, THEMIS2, THG1L, THNSL2, THOC3, THOC5, THOC7, THRAP3, THUMPD3-AS1, TIA1, TIAL1, TIAM1, TIGD1, TIGIT, TIMM10, TIMM9, TIMMDC1, TIMP1, TIPARP, TIPIN, TIPRL, TKT, TKTL1, TLE1, TLE4, TLE5, TLK1, TLN1, TLNRD1, TM2D1, TM2D3, TM7SF2, TM9SF4, TMA7, TMBIM4, TMC6, TMC8, TMCO1, TMED5, TMEM101, TMEM106B, TMEM107, TMEM109, TMEM11, TMEM120B, TMEM123, TMEM131L, TMEM134, TMEM141, TMEM14B, TMEM14C, TMEM156, TMEM160, TMEM165, TMEM167A, TMEM18, TMEM181, TMEM185B, TMEM204, TMEM216, TMEM223, TMEM230, TMEM238, TMEM242, TMEM243, TMEM245, TMEM250, TMEM258, TMEM259, TMEM273, TMEM33, TMEM35B, TMEM59, TMEM63A, TMEM68, TMEM71, TMEM80, TMEM9B, TMF1, TMIGD2, TMPO, TMSB10, TMSB4X, TMX2, TNF, TNFAIP3, TNFAIP8, TNFRSF14, TNFRSF14-AS1, TNFRSF18, TNFRSF1A, TNFRSF25, TNFSF10, TNFSF13B, TNFSF14, TNFSF8, TNIK, TNIP2, TNKS2, TNNI1, TNPO1, TNRC6A, TNRC6B, TNRC6C, TOB1, TOB2, TOE1, TOMM20, TOMM6, TOMM7, TOP1, TOR1A, TOR1B, TOR2A, TOX, TP53, TP53BP1, TP53BP2, TP53I11, TP53I13, TP53TG5, TPD52, TPGS2, TPM1, TPPP, TPRG1, TPST2, TPT1, TRA2A, TRA2B, TRABD, TRABD2A, TRAC, TRADD, TRAF3IP3, TRAP1, TRAPPC1, TRAPPC10, TRAPPC13, TRAPPC2B, TRAPPC2L, TRAPPC5, TRAPPC6A, TRAPPC6B, TRAT1, TRBC1, TRBC2, TRDC, TRDMT1, TRG-AS1, TRGC2, TRGV10, TRIB2, TRIM13, TRIM16, TRIM2, TRIM22, TRIM38, TRIM39, TRIM44, TRIM52-AS1, TRIM56, TRIM59, TRIM66, TRIM69, TRIM73, TRIOBP, TRIP11, TRMO, TRMT10C, TRMT11, TRMT112, TRMT13, TRMT1L, TRPM1, TRPS1, TRPV2, TSC2, TSC22D3, TSC22D4, TSGA10, TSHR, TSHZ2, TSIX, TSN, TSNAX, TSPAN14, TSPAN15, TSPAN2, TSPAN3, TSPAN32, TSPAN5, TSPO, TSPOAP1-AS1, TSPYL1, TSPYL2, TSTD1, TSTD3, TTC14, TTC16, TTC17, TTC19, TTC32, TTC38, TTC39C, TTC39C-AS1, TTL, TTN, TUBA1A, TUBA1B, TUBA1C, TUBA4A, TUBB, TUBB2A, TUBB4B, TUBD1, TUBGCP6, TUFM, TUT4, TWF1, TWF2, TXK, TXN, TXNDC11, TXNDC5, TXNIP, TXNL4A, TXNL4B, TYMS, TYROBP, TYW1, U2AF1, UBA52, UBA6-DT, UBAC2, UBALD2, UBASH3A, UBASH3B, UBB, UBC, UBE2B, UBE2D2, UBE2D3, UBE2E1, UBE2E3, UBE2G1, UBE2I, UBE2J1, UBE2K, UBE2L3, UBE2L6, UBE2N, UBE2S, UBE2V1, UBE2Z, UBE3A, UBE4B, UBL3, UBL4A, UBL5, UBL7, UBLCP1, UBR1, UBR3, UBR4, UBR7, UBTF, UBXN1, UBXN2A, UBXN7, UCK1, UCKL1, UCP2, UFC1, UFD1, UGGT1, UHRF2, ULK3, UNC13D, UNC45A, UPF3A, UPK3BL1, UPP1, UQCR10, UQCR11, UQCRB, UQCRFS1, UQCRH, UQCRHL, URGCP, URM1, USF2, USF3, USO1, USP10, USP12, USP15, USP16, USP24, USP28, USP3, USP36, USP42, USP45, USP46, USP47, USP53, USP8, UTP23, UTP3, UTRN, UTS2, UVSSA, UXT, VAMP2, VAMP3, VAMP4, VAMP5, VAMP8, VAPA, VASP, VAV1, VAV3, VCL, VCP, VDAC3, VEZT, VIM, VIPR1, VIRMA, VKORC1, VLDLR, VMP1, VNN2, VPS11, VPS13B, VPS28, VPS35, VPS37B, VPS45, VPS51, VPS54, VPS8, VRK3, VSIR, VSTM4, VTI1B, WAPL, WARS2, WARS2-AS1, WASF2, WASHC1, WASHC3, WASHC4, WBP11, WDFY2, WDR18, WDR20, WDR26, WDR27, WDR36, WDR37, WDR45B, WDR54, WDR6, WDR74, WDR82, WDR86, WDR86-AS1, WHAMM, WNK1, WNT10B, WNT7A, WRAP73, WRNIP1, WSB1, WSB2, WTAP, WWP1, WWP2, XAF1, XBP1, XCL1, XCR1, XIAP, XIST, XKR6, XPC, XPNPEP3, XPO1, XPO4, XPO6, XPO7, XRCC5, XRN1, YBEY, YBX1, YBX3, YES1, YIF1B, YIPF2, YIPF4, YIPF5, YJU2B, YKT6, YLPM1, YME1L1, YOD1, YPEL5, YTHDC2, YTHDF2, YWHAB, YWHAE, YWHAH, YWHAZ, YY1, ZAP70, ZBED4, ZBED5, ZBP1, ZBTB1, ZBTB10, ZBTB16, ZBTB18, ZBTB21, ZBTB38, ZBTB43, ZBTB44, ZBTB45, ZBTB7A, ZBTB7B, ZBTB8OS, ZC3H12A, ZC3H13, ZC3H15, ZC3H18, ZC3H3, ZC3H7A, ZC3HAV1, ZC4H2, ZCRB1, ZCWPW1, ZDBF2, ZDHHC11, ZDHHC11B, ZDHHC12, ZDHHC14, ZDHHC17, ZDHHC20, ZDHHC3, ZEB1, ZEB2, ZFAND2A, ZFAND5, ZFAS1, ZFC3H1, ZFHX2-AS1, ZFP14, ZFP28, ZFP36, ZFP36L1, ZFP36L2, ZFP91, ZFTRAF1, ZFX, ZFY, ZGPAT, ZKSCAN1, ZMAT1, ZMAT3, ZMAT5, ZMYM2, ZMYM4, ZMYND10, ZNF100, ZNF101, ZNF12, ZNF134, ZNF136, ZNF14, ZNF141, ZNF146, ZNF16, ZNF169, ZNF207, ZNF217, ZNF224, ZNF24, ZNF248, ZNF254, ZNF256, ZNF267, ZNF273, ZNF276, ZNF280D, ZNF292, ZNF316, ZNF322, ZNF326, ZNF331, ZNF33B, ZNF350, ZNF384, ZNF394, ZNF397, ZNF410, ZNF414, ZNF418, ZNF44, ZNF444, ZNF470, ZNF480, ZNF506, ZNF512, ZNF514, ZNF518B, ZNF524, ZNF540, ZNF544, ZNF569, ZNF571, ZNF577, ZNF581, ZNF585B, ZNF587, ZNF600, ZNF605, ZNF621, ZNF622, ZNF638, ZNF644, ZNF652, ZNF667-AS1, ZNF669, ZNF677, ZNF683, ZNF688, ZNF7, ZNF706, ZNF714, ZNF721, ZNF740, ZNF749, ZNF75A, ZNF764, ZNF766, ZNF780B, ZNF787, ZNF791, ZNF793, ZNF8, ZNF800, ZNF805, ZNF831, ZNF880, ZNF892, ZNF90, ZNF92, ZNG1E, ZRANB2, ZSCAN18


Notes

*These notes don't yet include sources for all genes saved for this study*

From "Dataset S01" linked from "Supporting Information" section: all genes with padj<.05.