Breast Cancer

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Retrieved

2023-08-16

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Mayo_clinic

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BRCA1, BARD1, PIK3CA, BRCA2, ESR1, TP53, CDH1, CAV1, PTEN, ERBB2, CHEK2, BRIP1, PALB2, ATM, EP300, FGFR2, AKT1, KRAS, RAD54L, PARP1, ROR1, STAT1, FOXA1, ESR2, NOS2, CASP8, AKT2, FGFR1, NOTCH1, HRAS

BRCA1, BARD1, PIK3CA, BRCA2, ESR1, TP53, CDH1, CAV1, PTEN, ERBB2, CHEK2, BRIP1, PALB2, ATM, EP300, FGFR2, AKT1, KRAS, RAD54L, PARP1, ROR1, STAT1, FOXA1, ESR2, NOS2, CASP8, AKT2, FGFR1, NOTCH1, HRAS, RB1, CDKN1B, FGF3, NCOA3, FBXW7, PPM1D, FN1, RAD51, IGF1, MMP1, MDM2, NQO1, PHB, PTHLH, AR, BAP1, GATA3, TBX3, FLT1, NOTCH2, GPNMB, RB1CC1, FGF4, IFNB1, PLA2G4A, NCOR1, PDPK1, ZNF366, MYH9, ADAR, SREBF2, ICAM5, APC2, GRIK2, STARD8, NRCAM, TOX3, MSH6, NBN, ERBB4, ABCC1, RAD51B, MDM4, FTO, ZNF365, COL7A1, ZNF432, NOP9, ARID1B, LSP1, CDKN2A, HOXB13, HADHB, LGR6, STXBP4, ZMIZ1, OLA1, NR2F6, SORBS1, YBX1, GPX1, XRCC3, AURKA, XRCC2, NAT2, CXCR4, GRB7, RECQL, CXCL12, SNAI2, GJA1, PIN1, KLK10, STMN1, BCL2, CCND1, DKK1, RAF1, XBP1, CAT, BAX, PHGDH, PIK3CB, MIR29A, GPER1, BMP2, MIR206, BRAF, BCAR1, ABCG2, MIR222, MIR221, GLI1, MIR214, APOBEC3B, ADAM12, CCNE1, WWOX, BMP4, MTDH, MIR200C, MIR200B, ZEB1, LOXL2, LEPR, LEP, SNAI1, AGR2, SULT1A1, WT1, CYP1A1, IFNG, PTGS2, ETV4, EZH2, CXCL8, TYMS, F3, CYP24A1, CYP19A1, CYP17A1, PAEP, CYP3A4, IL6, CYP2D6, IL24, ZEB2, CYP1B1, THBS1, FASN, TGM2, JUN, IL10, ESRRA, SLC2A1, E2F1, UBE2C, EGFR, EGF, TOP2A, SLC5A5, EDNRA, TP53BP1, TP73, IDO1, ERBB3, TNF, ABCB6, EPHB4, PAK1, DNMT3B, DNMT3A, SERPINB2, DNMT1, CTNNB1, KEAP1, CST6, RAD51C, COMT, IGF1R, TFAP2A, SNCG, MIR10B, YAP1, MIR126, KRT5, TERT, FOXM1, FOS, MIR141, MIR145, MIR146A, SERPINB5, CHEK1, MTOR, SFRP1, VIM, VEGFC, IL1B, TFRC, SLC39A6, FOXP3, MALAT1, CSF3, CSF2, CSF1R, CSF1, SIRT1, KDR, NISCH, PGR, IGFBP7, IGFBP5, ABCB1, CLDN4, VDR, BCAR4, NDRG1, BAG1, MIR205, NOTCH3, ABL1, H2AX, ADAM10, APRT, MST1, CLDN1, MMP9, NCOA1, PRKAA1, SETD2, AREG, TNFSF10, PRKAA2, STAT5A, INPP4B, GSTP1, HPSE, PDCD4, JAG1, SPP1, MAP3K1, ARID1A, RARB, MMP14, STAT3, NOS3, MTR, MKI67, MMP3, MMP2, HSP90AA1, AHR, NRG1, HRG, HIC1, HIF1A, MRE11, RARA, SOD2, SRC, MTHFR, MAP2K7, NOTCH4, NHS, BCAR3, APC, GSN, HMOX1, ETS2, TUBB3, PER2, KCNIP3, CUX1, NF1, ADRA1A, WNK1, PPARGC1B, RELA, TEK, DHFR, KIT, MIR342, SLC2A5, ANKRD30A, IKBKB, CADM1, MIF, MIR152, HMMR, NRIP1, SLCO1B1, SFRP2, KRT8, HES1, APOBEC3A, EMSY, RPS6KA3, MIR429, EPOR, DDX3X, FLNA, GPI, LEF1, TXN, RNF115, PIM1, CD40, FABP4, FST, ATF2, LAMTOR5, ALK, MIR127, RASAL2, CDH5, PLXNB1, PER3, SLC22A18, KDM3A, CXCR5, MIR301A, MAP2K4, PTGS1, RBM3, CPT1A, DLL4, KCNH1, CD74, PRC1, MIR489, CFL1, NET1, DLEC1, NCOA2, BIRC5, H19, ENO1, SGK3, KRT14, NF2, TOP1, MME, KRT18, MIR132, PER1, TIMELESS, C1QBP, RAPH1, FHL2, TFPI2, NR2F1, ATP2A3, MIR10A, CCL20, HP, MFGE8, NEDD4, PFKFB4, JMJD6, FOLR2, SULF2, WNT10B, FGF10, GPX4, SLC16A3, STC2, DDIT3, BCL2A1, HOXB9, RPS6KB2, OCLN, ABRAXAS1, EIF4A2, LHCGR, SHMT1, PRDX5, FLNB, RPS6, GAB1, PBRM1, LDHB, GZMB, MYOD1, BCHE, KMT2D, CDKN2C, CLSPN, FOXQ1, PDLIM7, GPX2, ARRDC3, MSI1, CLCA2, CSNK1D, ACHE, DEK, ECT2, PLD2, ADAMTS1, NORAD, DPYD, ELK3, H6PD, PTPRC, THEMIS2, FKBPL, PLS3, TACC2, AKAP9, CENPF, CNR2, NAA25, SERPINE2, SLC35A2, GPC1, ROBO1, HDAC4, MAL, ABCA4, BIRC2, BMPR2, XDH, RRAD, CBFB, CXCL9, CLIP1, FABP7, ARFGEF2, TNIP1, HDLBP, TENM1, MED28, SFRP5, EFNA1, DSC3, BCL11A, NFKBIA, TMPRSS6, SLCO2B1, SRARP, RARG, EXO1, APCS, NQO2, ACVR1, ERCC6, MAOA, ANGPTL4, FBL, HDAC7, ADAM33, TRIM29, CDC27, HHEX, MECOM, AKAP12, EPB41L3, LPAR1, OCA2, GABRP, CDA, CUL5, IRF8, LIMD2, DES, KLK15, ARF1, SRSF1, SLC2A2, NSD2, RGS2, GSDMB, EREG, ENPEP, PPM1E, FOXP4, LLGL2, EFEMP1, MTMR3, EIF2S2, NUP214, AMFR, MAGEA4, PCDH8, FGD5, MIR101-2, DDX10, BTK, REPS2, ARAP3, ZNF404, TP53BP2, PLCB1, EHMT1, MEIS1, HSD11B1, MAP3K13, FBXO8, NCOA6, ATG10, CASP7, BGN, CHD5, CIC, TCL1B, ACCS, FAAH, CTU1, NUP98, ARHGDIA, TCP1, MICAL1, FUS, PDCD6, H4C1, EDNRB, SEMA3A, MMP10, RPS4X, AFP, DLL1, MIR24-2, ABCB10, UTS2R, MFAP5, CDH2, IFNA2, DIP2C, DAP3, GEN1, ZFYVE26, UMPS, KCNA5, CLPTM1L, CFP, SUV39H2, SLC2A10, SLC10A6, BCORL1, DMD, BTN3A2, HNRNPK, HNRNPL, PTPN14, HOXA4, GPC2, HEY2, SUSD3, PTPRD, ACADM, DVL3, TICAM1, ZNF569, MAGEC2, B3GALNT2, SLC6A3, MT3, NDUFS3, TEKT4, ERCC3, DIO3, P3H2, NIPBL, PRRT1, ZNF436, ARHGAP11A, HLCS, FLACC1, JAG2, AHSA2P, SIM1, PDZK1, ZC3H11A, SLAMF1, SRGAP3, SPATA18, G3BP2, MACF1, NSMCE2, AKAP8, MED12, RIC8A, ADHFE1, PDGFA, DEPP1, SLC28A1, RMND1, HEYL, IBSP, RSPO3, SLC6A5, DOP1A, AQP8, PRODH, CFL2, MAGEA1, HELQ, RPRD1A, POU2F1, RXRB, RPS9, WARS1, LBX1, BMP1, GALNT16, COTL1, MRPS23, ASL, DHX32, ZNF668, SCP2, TP53I3, HSPA1B, CCNH, PPA1, ELP3, TRERF1, H2BC4, RCCD1, SPAG6, TBXAS1, LIPE, UBD, SIK3, KAT6B, VWF, MNX1-AS1, PRPS1, TREM1, MIR31HG, MAGED2, MCF2L2, CXCL3, RAC2, SYNJ2, APPL1, VEGFB, CRHR1, LRRC3B, MANEA, PRPF4B, GRIK3, CEP85L, COL11A1, EPG5, NMBR, TAS2R13, GKN1, HERC2, SMC6, INPP5K, MACIR, C16orf58, HEY1, RUFY1, SMARCD1, EIF5, CELA1, SPTLC1, SLC9A2, FNDC3B, CXCL2, SYT3, TLL1, NLE1, SMARCA4, GRIN2D, GDF10, SPAST, ZNF541, EVL, HOXA3, GRM6, TSPAN4, STX5, NECTIN2, PLEKHA8, GOLGB1, ANKRD29, NOA1, FARP1, SURF1, RAP1GAP, RFC4, MICALL1, LZTS2, B4GAT1, NPBWR1, L3MBTL3, STX12, DYNC2H1, MFSD9, TMEM25, UNC45B, SLC8A3, HOOK3, NFYC, ABHD12B, POP1, GNAI2, TMTC4, WDCP, SMOX, H2BC12, KBTBD8, SIX4, RANBP1, ARHGEF38, ZBTB3, LMF2, STPG1, PKDREJ, OSBPL11, SORCS1, HGF, GNB1L, THBS3, FCRL5, TESK1, UGT1A9, TCF7L1, IGBP1, FAM83F, ADAT3, HOXD11, DDX59, COG3, TECTA, CPSF3, EIF3M, ZNF281, FCRL3, PCDH20, PIGS, TMEM125, TSC22D4, MRPL9, CFHR5, FAM189B, DNAJC24, HK3, EFCAB13, SORL1, FAM210A, SCGB3A2, NLRP8, WDR88, FKTN, KLHDC7A, AGAP2, OR12D3, C1orf87, PPHLN1, ZNF318, INHBE, H1-2, GTF2A1, SPTAN1, CD109, ARFRP1, ALKBH8, BOC, MPLKIP, PHF7, RASL10B, RALYL, LONRF3, SCARF2, ZNF644, SEMA5B, NLRC5, FASTKD3, PUS1, SPOCD1, TMEM39A, TLE3, HNRNPR, SLC25A51, FSCB, TFAP2D, UBLCP1, FAM131A, TXNDC15, METTL6, RTP1, TRMT10A, VPS72, RASGRF2, OBSCN, LDHAL6B, G6PC, GUCY2F, STAT4, GABRA4, PADI3, GUCY1A2, ATP6AP1L, TMED1, DNAJC21, SP110, SLC22A9, OR1N1, DTX3L, PHKB, CLCN1, CLIC1, ZNF532, KPNA5, GALNT5, MAGEE1, CNGA2, ZSWIM5, PPP1R12B, OXSM, ZFP64, SHROOM2, ZNF646, ABCB8, SMARCAL1, PDZD4, SPATA21, KANSL1-AS1, GPR45, CDS1, KIAA1324, PIK3R4, LRRC7, LAMA2, NUP133, WNT1, KTN1, MET, PPM1F, TRMT2A, CHRND, ARAF, YY2, HAPLN4, MRPL13, KRTAP10-8, SETBP1, ITSN2, OSTC, ZNF277, ARHGEF4, CRX, SIPA1L1, COL19A1, CDH20, CRYAA, KCNJ15, C5orf34, PRRC2A, MROH7, LINC00671, KALRN, C4orf50, GFRAL, WFDC1, MRPS28, NUDT2, ACAP1, ARTN, PPP1R3A, SLC7A7, PLEKHD1, APOC4, MAP3K6, MIA2, WBP4, N4BP2, INA, VPS39, EOMES, MYH1, FEM1C, SLC17A6, MIR345, IL1RAPL2, CCT5, PURG, SCNN1B, MOSPD1, MAN2C1, TBC1D9B, LRRC37A2, PANX2, PLAU, MCOLN1, ARFGAP3, UBR4, CMC2, ZDHHC4, KLHDC10, CUBN, MRPS22, OTOF, ARHGAP29, C1QB, AKAP6, CNNM4, MYC, PLOD1, SPEN, KDM1A, ZNHIT2, FXR1, PCDHB15, RRP9, LGALS2, LRBA, LRRFIP1, TOR1AIP1, POLH, AVPR2, GGA1, POLR2F, PRICKLE3, ATP7B, NID2, ATP6V0B, CDH10, COLGALT2, DYSF, PRRG1, PCDHGB6, PABPC1, RIBC2, TAFA4, MAGOHB, RIF1, SYNE1, FRMPD1, ZNF22, LLGL1, ZNF75A, DAZAP1, PNLIPRP1, MED14, CD2, TRAPPC8, GGA3, KCNJ1, RHD, SH2D3A, TRPC4, DNASE1L3, NME8, BEND7, PXDC1, DPAGT1, RNF182, HEPACAM2, KIF6, EHBP1, RPL31, ADGRF4, NSUN6, SLC39A12, DNAH9, ACTA2, PGBD3, MAP7D2, MRPL19, RGL1, ALS2CL, CATSPERE, ITGA9, HEATR9, TTC3, HSPA14, ACY1, TANK, SNX32, RPLP2, NDUFA3, THOC5, ZNF438, ACO2, ZNF25, EEF2, SSNA1, GPR180, ABCA3, USP54, EEF1B2, RFX2, SYNE2, KRT76, MAMDC4, VPS13B, TNS1, EGR1, RPL23A, ASTN2, FAM217B, TP63, DAW1, ANKEF1, TPM4, ANAPC5, XIRP1, TPTE, GIMAP1, ADAMTS19, NIP7, DTX3, PACC1, UQCC1, NDUFA8, NUDT17, HOOK1, BOD1L1, RCE1, CNTN6, MRPS7, ALDOA, CLUL1, KCNT2, TMEM161A, TREML1, TRIML1, ELP1, KRTAP21-1, ZNF546, RPS7, NDUFA2, DGKE, NLRP14, STRBP, UPK1B, DDX18, CUTC, ZNF667-AS1, TAX1BP1, CTU2, AP1M1, RPS8, ATP8B1, AFF1, MTMR8, KIF16B, ANK1, WDR53, CST4, CTIF, ANK2, NLRP9, TRAPPC12, TRMT11, DGKG, JAKMIP3, PDE2A, CYB5R4, OTOGL, EXOC3L1, CAVIN1, ZCCHC14, SKIV2L, ANKRD34A, APOL1, GOLIM4, DBN1, CLASRP, RNF149, EIF6, LRRC37A, KRTAP20-1, H2AC21, DDO, HSD17B8, SBNO1, UTP20, THRB, ETV6, ESPL1, TCF7L2, ADSL, CASC16, MSH2, MRTFA, MLH1, MUTYH, SLC19A1, PVT1, PRSS46P, SLC4A7, TGFBR2, RET, CCDC170, PMS2, TET2, COL1A1, SIAH2, ITPR1, ARHGEF5, CASC9, RNF146, TAB2, BABAM1, ANKLE1, EBF1, CDKN2B-AS1, FANCI, PEX14, HSPG2, RALY, PDE4D, POU5F1B, DCLRE1B, CCDC88C, ELL, ADAM29, CASC8, FBXO11, SLC22A3, SOAT1, BRCA3, SLN, SMUG1, IL4, ZNF410, MMP13, MMP11, TBC1D9, JAK2, MMP8, MMP7, HSD17B1, IL2, NCL, NLRP2, CCN1, JUNB, JUND, COPS5, SHBG, MRPL34, IL1A, TRPM7, MUC1, CD82, NEU1, SIX1, IL17RB, IL17A, REN, TNIP3, HEATR6, MT1E, IL15, PGRMC1, RPE65, SOX9, IL18, RPS6KB1, SLC9A1, BRD4, IRS1, SOX17, CXCL10, ITGA6, INSR, COX2, GAS5, IL11, CXCR2, SKP2, MPO, MEG3, RASSF1, SLC16A1, SOX2, ITGB3, NEK2, LILRB1, HPGD, ITGB1, SOX4, MRC1, LAPTM4B, NME1, MSH3, TRNE, MTRR, IGFBP3, RRAS, ROS1, LPA, MAPT, RETN, S100A9, CCL2, S100A8, S100A7, S100A6, S100A4, LOX, MCPH1, CCL5, LNPEP, CCL18, VTCN1, HTC2, LMNA, MCAM, IFI27, BECN1, NFKB1, MGMT, SMAD3, UGT1A1, MUL1, MYBL2, EPCAM, SUB1, SLC12A9, SLC52A2, SMAD2, SMAD4, S100B, SATB1, TNC, ACKR3, SCD, MYB, ABHD8, MYD88, FSD1, CCL21, MCL1, LIG4, ANO8, SET, SEMA6A, PREX1, KRT19, MFAP1, DDA1, CIP2A, RRM1, IGF2, SLC52A1, KISS1, SCGB2A2, IGF2R, HSF1, ICAM1, RNASE3, BANP, IGFBP2, SELE, INTS2, LASP1, HSPA4, MYO9B, SIRT3, NGF, LIN28A, SDC1, CKAP4, LGALS3, NFE2L2, HSPB2, HSPB1, LGALS1, SHROOM4, LDHA, LCN2, PHB2, PPARGC1A, HSPA5, DICER1, NAT1, SP1, MIR29B1, MIR34A, MIR31, MIR30C2, CASP3, MIR30A, NPEPPS, CASR, RUNX2, RUNX1, PSMD9, MIR29B2, RUNX3, MIR27B, CMA1, CCK, MIR27A, ZNF217, PLAT, CCNB1, PSAT1, CCND2, PLAG1, MIR223, MIR22, NR1D1, CLOCK, PLG, BTG2, CALR, MIR93, MIR373, PPIG, KL, PML, MIR340, CD274, SLC9A3R1, ADIPOQ, BSG, PSG2, MIR335, KLF5, COX5A, BTF3P11, GRAP2, CAPN5, GSTO1, AIMP2, CA9, CA12, USP7, CALCB, CALCR, MIR96, PLK1, MIR210, MIR21, NCOR2, XPC, CDKN1A, PIK3R1, CDKN2B, PIK3CG, PIK3CD, CEACAM5, MIR182, MIR18A, CEACAM3, CEACAM7, MIR17, IKBKE, SERPINB6, MIR155, WNT5A, MIR148A, CHI3L1, CHKA, MIR143, MIR142, MIR140, CISH, CKS1B, MIR139, SPARC, PTH, CDK6, CD34, CDK4, CD36, MIR204, MIR203A, ZFP36, CD44, CD47, TRAF4, CD68, MIR200A, MIR20A, CD151, CDK1, MIR19B1, PKM, KLK4, CDC25A, MIR195, PITX2, CDC42, ERVW-1, XRCC4, PIP, MIR191, CDK2, XRCC1, BMP7, BMP6, FOSL1, PCAT1, ERVK-20, COMMD3-BMI1, LMO4, ADRB2, MAPK3, MAPK7, MAPK8, TMED7-TICAM2, AGER, AGT, AGTR1, NR1I2, ALB, ALCAM, ALDH1A1, CD24, PGAM1P5, SPHK1, AKR1B1, SQSTM1, HOTAIR, AMH, MBD2, MCAT, DIRC3, MAPK1, ERVK-18, PTPA, LINC-ROR, PRKCB, H3P10, H3P23, EIF3A, IRS2, PRKCA, DKK3, ABO, TNFRSF11A, ERVK-32, MTCO2P12, TNFRSF10B, TNFSF11, ACTB, PRKAB1, DLX2-DT, NRP1, LINC01488, LINC01527, LINC02143, LINC01416, PRKDC, ADH1C, HPGDS, ADM, CCR2, ANGPT1, BMI1, AXIN2, POU5F1, MIR499A, ATF3, MIR497, PROS1, LPAR2, PON1, TAM, ATR, HACD1, MIR20B, BACH1, RNU1-1, PTTG1, KLK6, BCL6, KLF4, HMGA2, MIR375, BDNF, CD163, CEACAM1, SLIT2, PSEN2, BLM, NEURL1, STS, ANGPT2, POU5F1P3, HSPB3, SGSM3, ANXA1, ANXA2, ANXA5, ANXA6, FOXP1, SOCS3, APEX1, XIAP, MCTS1, PELP1, APOE, PRL, KLK3, FAS, CLDN6, PRLR, DIRAS3, UCA1, PPARG, MTA1, EMBP1, POU5F1P4, PPARA, POLDIP2, CLU, CCR5, AGO2, NR5A2, MUC16, CAP1, FUT4, ODC1, CARM1, XRCC6, GABPA, GAPDH, MYBBP1A, CIB1, RAD51D, ZNRD2, PAK4, GH1, GHRH, TAZ, CXCL13, MAP3K7, ABCC11, GLS, ADAM17, NTRK1, TAC1, ARFGEF1, NT5E, PRRT2, PRMT5, OGG1, FOSB, EMID1, TGFBR1, FDXR, FEN1, FGF1, FGF2, SPDEF, FGF7, CDYL2, RAC1, FGFR4, TGFB1, TGFA, FHIT, MUCL1, OSM, TFF1, DLC1, GDE1, FOXC1, ANIB1, TFAP2C, FOXO1, FOXO3, TNFRSF11B, SYK, SFN, AHSA1, HDAC1, KHDRBS1, HFE, SSTR4, CXCR6, SST, HK2, HLA-A, CTCF, NECTIN4, DCTN6, HLA-G, COL18A1, HMGB1, NPY, SRCIN1, KRT20, HMGA1, HNF4G, CD276, NES, PPP1R2C, KDM5B, HOXA5, SEPTIN9, WASF3, ST14, ARHGAP24, CXCR3, PLVAP, PDLIM5, STK11, POSTN, GRB2, GRID1, GRID2, GRN, BRMS1L, NR3C1, NRAS, TLR9, CXCL1, GRPR, GSK3B, GSTM1, GSTM2, STAT6, STAT5B, GSTT1, NPAS2, USHBP1, FSD1L, BCL2L12, CHST9, HAS2, CCR7, PTK2B, FANCD2, CYP2C19, CTAA1, TMED7, CCN2, CTLA4, GMNN, CTSB, CTSD, CTSL, FMN1, CYP1A2, PTPN1, CYP2B6, PECAM1, PDCD1, TAS2R64P, PTPN11, CYP27B1, DACH1, PDK1, DAPK1, TWIST1, DCN, ACE, NEAT1, TTK, DHCR24, TICAM2, GSTK1, UGT2B7, PFN1, MIR125A, MIR122, GREB1, PTK2, MIR100, PTK6, LINC01194, COL11A2, VIP, EZR, LINC01376, COX8A, VEGFA, ADAMTS7P3, HDAC9, CLDN7, CPOX, LDLRAD1, CREB1, VASP, UVRAG, CRK, CRP, MAPK14, F11R, BRMS1, SCO2, DLX4, AQP4-AS1, SRA1, PWAR1, EPAS1, CFAP54, PRKN, CNTN3, EPHB2, TLR4, PXN, EPO, TLR1, ERCC1, ERCC2, ERCC4, ERCC5, ESRRB, SERPINE1, ETS1, TIMP3, TIMP2, TIMP1, F2R, F2RL1, SLCO6A1, SYNPR, CTTN, HSD17B7, CBLL2, RNF19A, TSG101, TRPS1, HDAC6, ATN1, PCNA, DUSP1, RAD50, E2F4, TYMP, C11orf65, NAMPT, CYTB, TNFRSF1B, NEK10, PAX9, EPHA2, TNNT3, ELF3, EIF4E, EIF4EBP1, TNFRSF1A, ELAVL2, MTNR1A, LPAR3, BBC3, PYCARD, RNU1-4, WWTR1, MYOF, PAWR, GDNF, PRKD1, CCAR2, CTNND1, IGFBP1, FERMT2, IL1RN, UGCG, CTBP1, CTAG1B, CXCR1, IL13, VCAN, SMURF2, VCAM1, GPR42, ING1, VIPR1, MIR137, MIR149, ITGA5, PTP4A3, ZNF350, CDKN3, MELK, IFNA13, IFNA1, GRHL2, HAVCR2, SULT1E1, TCHP, STC1, GLO1, SSTR2, STARD13, SCGB3A1, VEGFD, SOX10, NR1I3, NANOG, TLR2, EPHA3, TRIM28, TPT1, DUSP4, FSCN1, CYP4Z1, DDX5, CDKN1C, ILK, CDK7, FANCM, BRS3, BCS1L, PIWIL1, XPR1, MIR193B, CCNE2, MEN1, MIR320A, RRM2, CUL4A, PROM1, ADRA2B, CCN5, RHOBTB2, GDF15, ZNF469, CDH13, CCND3, PCGF2, MIR26B, CDC25C, KMT5A, FGF8, MIR183, P2RX5, KLK5, TGFBI, LMTK3, RECK, ANXA3, CKS1BP7, ESRRG, TFPI, FOLH1, MAP2K1, LINC01672, CEBPD, GDF2, TBX2, CCN6, SYT1, ORAI1, CDK10, LOC107987479, ABCC3, CDX2, TXNRD2, CTCFL, ARF6, TLR3, CRY2, CRYAB, MIR34B, MIR30C1, DDR1, CASP9, RASSF7, BNIP3, MIRLET7B, PRSS50, MIR29C, POLD1, ADIPOR1, AXL, USP9X, GAB2, UBE2I, PTCH1, MIR15A, TSC2, CTAG1A, ARNTL, LATS1, MED1, WRN, PAPPA, AKT3, WWC1, SMYD3, RBP1, RPS6KA1, TRIB3, MGP, S100A1, MCC, NDRG2, RAB40B, HOXB7, SAFB, HOXD13, WBP2, MRPS30, SOD1, RAB25, CYP4F3, PRMT1, MMRN1, MSMB, MTA3, IL2RA, MT1JP, FRTS1, RASA1, GORASP1, SLC20A1, PPP1R1B, MT1F, NEDD9, C17orf97, CAMP, LRP1, RFC1, CXCL5, CREBBP, ANO1, S100A14, LIFR, CERS2, CXCL14, CALM1, KDM6A, CCNA2, LIMK1, IRF1, PHLDA1, MIR150, GOLPH3, FSTL1, CEBPB, MIR185, PSIP1, KMT2C, CDK9, ABCC2, CDH3, MIR106B, TSPO, PKD1, GRM1, CDC20, YWHAZ, CD59, LGALS7, MIR17HG, TXNIP, BUB1, MICA, APP, MIR590, APOA1, KMT2A, RBM38, NR0B2, DYRK2, ALDH1A3, MSN, HDAC3, RPS6KA6, UHRF1, MT1A, MT1B, BHLHE40, ADH1B, MT1H, IQGAP1, ACACA, IL17B, SOCS1, MT1L, FASLG, LGALS7B, PRNP, RHOA, BST2, LTA, BIK, REST, INTS6, MIR423, MIR424, KDM4B, MAD2L1, SMAD7, BAD, ROCK1, MIR451A, ATP2B2, ARHGEF2, POU1F1, MBL2, POU4F2, MIR503, FZD4, ZNF423, LUM, EBI3, STARD3, ENG, PVR, MT2A, FLT4, ELF5, EIF4G1, TPD52, OXER1, DNM1L, NR2C2, HSP90B1, TRAF2, TNFRSF12A, GPRC6A, RAC3, ERP29, HAX1, TIMM8A, PART1, TM7SF2, DNER, USP17L2, PRAP1, SIRT6, POLQ, HNF4A, TET1, TFF3, FBLN1, FOXF1, PEBP1, FABP5, PRDX1, HOXD10, RBBP8, FLOT2, HMGCR, PIWIL4, AGFG1, OTUD4, PLAC1, DCTN4, CYP11A1, PTPN6, CYP3A5, CYP2E1, GADD45A, GHR, GLI2, GGCT, NFATC2, STING1, UCHL1, IL6ST, PFKFB3, DAPK2, GTF2H1, GRP, STIM1, NUP62, TMPRSS13, LMLN, ATG7, TCF4, PDGFRB, TXNRD1, MVP, ING4, G6PD, MOK, RIPK1, RXRA, CLDN2, TERF2, KAT2B, POLD3, NMI, IL18R1, NDC80, RNF8, ULK1, RAD21, TACC1, TAGLN2, CFLAR, GPRC5A, PROCR, TBX1, SASH1, SREBF1, RAD52, TRIM21, SND1, NR1H2, SMR3B, TGFB2, PTPN12, MFN2, SHC1, XIST, LRIG1, ST8SIA1, SIPA1, WNT7B, ISG15, WDR5, SETDB1, OPN1LW, WEE1, UCP2, VAV2, RAB31, QSOX1, PTN, UTRN, UGT2B17, SRSF3, YY1, SPG7, TES, CITED2, THRSP, MLRL, AURKB, BCAS2, IL32, KDM2A, SOS1, TRIM13, NR4A3, CHST3, LRPPRC, RALBP1, CCL22, PRDM2, PSMD10, MLLT11, TRIM25, PTPN13, WWP1, PEA15, ID1, MIR148B, FKBP4, FOXF2, FOXC2, FLI1, LY6K, FOLR1, NEUROD1, AZIN2, TP53INP1, ORAI3, FYN, GATA4, GC, MIR449A, TSLP, GHSR, PRKCD, KRT88P, RERG, PIWIL2, GNRH1, NM, MRGPRX4, GSTO2, NUCB2, MED19, BTG1, E2F2, CYP4Z2P, P2RY2, ELANE, PRIMA1, EPHX1, UIMC1, GPR151, MIR381, EYA2, NTRK3, FABP3, NRF1, FANCC, FAP, FAT1, KLF17, FCGR3A, GNRHR, NR0B1, BEX2, KRT8P3, GALNT14, MB, DHRS11, ASAH1, IGFBP4, SLC2A4RG, MIR455, CDCP1, IL7, ARR3, MECP2, RHBDF1, MT1IP, IRAK1, ISG20, PNPLA2, CXADRP1, ITK, ANKRD36B, AICDA, HSD11B2, PBK, AVP, HDGF, SLX4, MIR409, MIR485, MIR146B, H2AZ1, SOX7, ZNF654, MT1X, MT1M, MT1G, ATF4, SHARPIN, MST1R, ALOX5, TRPV6, MIR494, HLA-DRB1, NR4A1, HOXA1, ZNF703, DPP4, MRGPRX3, GATAD2B, MIR19A, CSNK1E, CD80, HUNK, FLVCR1, MIR211, KLK14, LOC111589215, LAMTOR2, VN1R17P, HSD17B13, CTSK, IL22, CTSS, CXADR, GADL1, RGCC, CRYZ, MIR23A, EFEMP2, CETN1, CALM3, MIR107, CALM2, MIRLET7C, COMP, POLG, CALCA, EEF2K, MIR98, MIR99A, PPARD, CLDN3, CDH11, CRMP1, SERPINF1, CGA, DECR1, CAV2, PDGFRA, SDF4, MRGPRX1, PC, BRINP1, PRKAR1A, GPR166P, CBR1, MIR23B, CYP2C8, CCL27, HOXA10, MIR192, EBAG9, CAMKMT, MIR519D, HPN, KPNA2, LAG3, ZFHX3, KIFC1, PPP1R13L, KLF8, KLHL1, FOXA2, PRDM14, CDK3, CDK8, MIR655, SSX2, RGS6, CEBPA, MIR638, MTUS1, MAP1LC3B, HLA-C, MIR7-2, SELP, XK, HLA-DOA, EBP, SRY, MIR193A, NMU, HSD17B2, MIR7-1, MS4A1, USP14, IL25, FZD1, ITGB4, SLC16A4, ITGA2, PIM2, RPP14, PRMT2, KRIT1, CD14, SLC6A4, CD9, MIR215, RHOC, EIF3E, TBPL1, SLCO1A2, MIR7-3, MIR296, ABCG1, GALNT6, APOB, SGK1, HSPA8, HYAL1, CD40LG, IARS1, CD33, SCUBE2, SLPI, HAMP, AQP3, AQP5, JAK1, IL1R1, DMBT1, MIR144, BID, KIF14, CYP27A1, EYA1, CYP2C9, F5, TIAM1, THY1, FANCA, CYLD, THRA, ACSL4, AKR1A1, FBLN2, FBP1, FGFR3, SCGB1A1, TFF2, SDCBP, BCL3, CDK2AP2, MSLN, SCGB1D2, EPHB6, DMP1, HDAC5, MIR135B, BCL2L11, NPNT, E2F3, DDT, FSIP1, ECM1, LYPD5, S1PR1, EDN1, AMOT, EPHA10, DST, EPHA1, MIR374A, EPHA5, PTP4A2, DCD, PWAR4, CST3, CTHRC1, SNORD14B, VDAC1, GCLC, TACR1, MAP3K8, AZGP1, UBASH3B, VHL, GOT2, TSC1, SNORD35B, ECRG4, MIEN1, MIR106A, GSTA1, MDC1, MIR202, CLCN3, HDAC2, SNORD14C, SNORD14D, SNORD14E, CLEC10A, TFAM, FMR1, UGT8, TERC, USP4, PCLAF, VAV3, SAT2, GATA2, B2M, SEMA4D, CRH, VAV1, IL33, KAT5, CRABP2, LIN28B, GFRA1, KLF6, GPC3, CCN4, PTPRO, ZBTB7A, TNFRSF10D, SIN3A, MIR190B, PTPRJ, POT1, PAX6, PTX3, RPS27, PAX5, RRS1, ARHGEF7, SYCE1L, TNFRSF10A, PAK2, PCSK6, PTPRA, MIR708, GNL3, PTGER4, SAI1, PLCG1, PHLPP2, PTBP1, KDM4C, AKR1C3, MCM2, ADAM15, SCGB2A1, CDK19, DELEC1, PDGFC, PGF, ASAP1, RSU1, PAG1, MUC4, PA2G4, RMDN3, KLRC4-KLRK1, ARID4B, TMX2-CTNND1, CDK12, BCAS3, SH3BP4, DENR, NEK3, FBLIM1, NKILA, CORO1C, PLAAT4, ANLN, PRAME, SEC14L2, RASGRF1, CCN3, ALKBH5, GINS2, DSCAM-AS1, NSD3, RORA, SIRT7, SNORD15A, NCSTN, BRD2, PINX1, CEACAM6, ACTN4, NCS1, SF3B1, ANGPTL2, GABARAPL1, SF3B6, SEMA4C, MAGI2-AS3, SMAD1, SPRY4-IT1, LATS2, TACSTD2, MUC5B, NLRP1, PPIA, H3P8, TPX2, DANCR, ZHX2, WASL, PMP22, POLB, KLRK1, TBK1, SMURF1, FOXD3, RHBDD2, SALL4, CHPT1, NUMB, LPO, F2RL3, PRKCZ, LGMN, DYNLL1, EDIL3, MACROD1, ATAD2, PRDM1, XPA, XRCC5, RNF41, TNK2, OXTR, ELK1, TPM1, MIR339, MKNK1, NXT1, ZFP36L1, PDIK1L, RAB27B, P2RX7, LINC01638, EEF1A2, CCDC6, EEF1B2P2, AGR3, CDK5, RAB27A, POMC, NRP2, MIR338, TNKS, RMDN2, PLB1, TOB1, TLR5, NUPR1, CD63, PPP1R1A, TPTEP2-CSNK1E, MIR216A, SOCS2, MIR224, MIR378A, HYAL2, SOX18, FANCF, RABGEF1, NPM1, PGR-AS1, CHD1L, BHLHE22, PRG2, LGR5, FGF13, RBMS3, PIMREG, MIR382, SIGMAR1, SERPINA3, RAP1A, MAPK9, EIF2AK2, MAP2K5, MIR190A, BRI3BP, FLOT1, MIR212, TSPAN13, EPS8, ERN1, MZF1, PPP3CA, BGLAP, ABCC4, H3P17, NTSR1, STUB1, DDR2, F2, MIR326, XBP1P1, TPO, UBE2N, PRPF31, CSK, MTSS1, KDM4A, VTN, SLC40A1, UGT2B15, CSPG4, PIK3R2, PI3, CCR6, WAS, ADAM9, CTSO, MIR134, PRRX1, MIR136, MNS16A, TNFRSF6B, CSH1, RNF144A, UQCRFS1, PTPN22, ROCK2, FZD5, AOC1, PLOD2, LINC00511, COX11, CPB2, PLCD1, PSMD8, ADAM23, OSGIN1, SERTAD1, NOC2L, CA2, RACGAP1, PLA2G1B, KMT2B, CSE1L, FFAR4, PTPN2, RNF168, LOC110806263, CFTR, DLD, CERS6, ABCA1, SARDH, MIR181C, LETMD1, DNASE1, DPEP1, CHAF1A, DCDC2, TRH, TRAF6, ABCC5, BUB1B, H3P9, MPEG1, CDO1, DACT2, MYLIP, ZFAS1, CGB3, TMED10P1, ENPP2, BPIFA4P, CHUK, TWIST2, CD55, EIF2AK3, WNT2, ENPP1, DAP, RCC1, TYK2, VPS51, RMDN1, WDR1, LOC107228383, ANKRD11, SLC13A5, BRD7, TRIM59, LDLR, KDM5A, MAPK12, RTL10, FASTK, MIR483, MAZ, ADIPOR2, BAG3, BHLHE41, CUL1, STIP1, IDUA, MIR484, MIR486-1, RRP1B, TMED10, SPHK2, CUL3, MRPL36, MIR671, KIF2C, IL6R, TLK2, KLK11, FOXK2, HSP90AB1, LYVE1, HSD17B4, HOXA9, SETD7, ITIH5, SLC19A3, SRD5A2, PTGES3, RPS14, HNRNPA1, MIR495, SYBU, MTHFD2, DDIT4, MYDGF, RAB11FIP1, ASRGL1, KITLG, HOXC8, NAA10, HOXD@, HPR, HDAC8, CD46, VASH2, CSMD1, MARCKS, SRPK1, FZD7, CXCL16, ANPEP, PTENP1, CCL8, LMO2, KLK1, KLK2, DDX20, CCL17, CEMIP, MIR605, MIR663A, KRT17, LALBA, MIR608, PADI2, MIR618, SELPLG, LIF, RPSA, MIR630, LBR, SPOP, SLC13A2, KCNMA1, SHH, SIRT2, SLC6A8, AKR1B10, SLC6A2, DAAM1, NUS1P3, PCBP4, IRF6, LTF, SCN5A, ISL1, SLC1A5, KCNJ3, GOPC, RGN, ITGAV, ITGB2, PAK5, LRP6, SIM2, ST3GAL1, MIR542, MIR421, HLA-DQB1, SPINT1, MIR302A, PRDX2, ESRP1, WRAP53, MASTL, ATAD1, SLC34A2, MRPL28, AFAP1-AS1, TDO2, CBX2, EPSTI1, EGLN2, NELL1, SPZ1, KISS1R, ST6GALNAC2, PRMT6, SPAG5, CYTOR, ABCE1, CDK5R1, DOT1L, ANP32B, RPS6KA5, CBX5, SEMA3C, MIR448, BAK1, MTA2, BCAS1, NCAM1, ITGB3BP, CGB8, PES1, KSR1, TAT, GJB2, CGB5, GAST, RNASEL, HOTTIP, NEFL, MIR452, GPX3, MYCBPAP, QRSL1, C20orf181, NUS1, ATP6, LARP6, ALOX12, ST6GALNAC5, HIVEP1, MSR1, EGLN1, CHDH, NME2, CD200, SAGE1, MIR493, MMP17, RBBP7, NFKB2, NGFR, CREB3, SCRIB, ANTXR1, MTTP, CYGB, MUC2, KLLN, MIR425, NLRP3, MIR1246, GSTM3, TIMM17A, MAP3K14, MIR34C, PRB2, CCAT2, MIR544A, GATD3B, TRIP10, MIR660, MIR30E, MIR379, MBTPS1, MIR661, HNRNPA1P10, ANGPTL1, PANDAR, MIR361, MIR564, NOL3, CDR1-AS, SART1, TNFRSF10C, CISD2, UBE2L6, MIR506, MIR502, FHL5, TRAP, RAB11A, MIR324, MIR876, MIR216B, DDX21, MIR940, MIR526B, RN7SL263P, MIR944, MIR492, MCM3AP, MAP4K4, MIR133B, AIM2, MIR760, POTEKP, CBFA2T2, MIAT, XRCC6P5, POTEF, SNHG14, MIR323B, FGF18, MIR372, MIR370, SNHG6, POTEM, LINC02605, MIR330, MIR1271, WASF1, MIR1258, BLID, TEC, APLN, TRIM24, MIR300, TNFSF13, GLS2, PTGES, TCIM, TMPRSS4, SUSD2, CHFR, ENAH, TENM3, NSUN5, HIF1AN, STAB1, AMBRA1, FERMT1, HJURP, SLC39A9, BRF2, MGA, IMP3, NAT10, TRIM62, SATB2, CEP55, CDCA8, PPP1R13B, KIF26B, RNF31, AKIP1, PMEPA1, MIR25, SMG1, WDHD1, LZTS1, PLEKHB1, WIF1, AKAP13, ZBTB4, ZNF398, MIB1, PARK7, ACOT7, OIP5, CASC3, AHRR, RRAS2, ITGA11, RAB22A, CBX8, ARFGEF3, MLXIP, TP73-AS1, TWSG1, CIAPIN1, CEACAM19, TUG1, KCNH4, CT55, CYP2W1, KCNK9, GLCE, ASCC1, SOST, IL20, CHST11, NOX4, KLK12, SH3KBP1, NOP53, FBXO22, PSMC3IP, HSPB8, SENP1, CARD10, SNORD44, RNF11, DNAJC2, UBE2T, GIT1, TMEM97, POLL, CACYBP, UBR5, NELFB, GTSE1, PTOV1, CASZ1, NSUN2, TRIM44, LEPROT, PRMT7, AMACR, WNT4, ZMYND8, ERRFI1, FXYD5, TMEFF2, CXXC5, SHC3, RSF1, RTRAF, LSR, SUN2, UFM1, ACKR4, QPCT, VTA1, SULT4A1, NTN4, TRPV4, SENP2, TMEM132D, PDCD6IP, PARP3, MARCHF8, SLC25A43, PRSS55, PTPRU, ACTR2, BCAP31, CNTN4, IL23R, G3BP1, C1orf52, LYPD4, LINC00052, BCDIN3D, PSME3, CACUL1, FOXR2, SPRY1, TAAR1, FSTL3, KCNH8, ACVR1C, IL27, CASC2, NR2E3, DCAF1, PRDX6, MIR199B, MIR196A2, MIR188, MIR154, MIR130A, ST18, MIRLET7G, RAB11FIP3, C4orf3, MIR100HG, TINCR, TMEM189-UBE2V1, TMEM189, MAML1, NDUFS7, MACC1, ACTBL2, SCARA5, HOXA-AS2, HS3ST2, NR1H4, MSI2, C10orf90, ERLIN2, TUBA1B, PEAK1, NOL9, BRD8, FAT4, SPIN1, WDR77, TRPM8, AHNAK, MARCKSL1, TUT1, TNS3, TMPRSS3, RIPK3, COP1, ADRM1, NOD2, LRRC4, TNN, MIIP, KAT7, RINT1, AFAP1, PBOV1, LPCAT1, LINC00472, DHDDS, HOPX, KLHDC7B, CRB3, NAF1, CREB3L1, CIB2, PYGO2, WNT3A, SLC22A16, HTATIP2, SNHG7, PDPN, ZC3H12A, IGF2BP1, RPAIN, RHBDD1, IGF2BP3, IGF2BP2, VMP1, CLDN16, HM13, PDCD1LG2, PDGFD, SLURP1, H3P40, HNRNPM, MYO10, E2F5, NOS1, NONO, NOP2, TNFAIP1, EFNA5, EFNB2, DRG1, AMPH, TPI1, EIF4A1, CRISP2, TTC4, ELAVL1, MYLK, CCT3, MXI1, MVD, TRPC1, ELN, TRIM37, TRPC5, MARK2, EMP1, DVL1, NUMA1, SLC25A5, OPRM1, TCF3, DDB2, SLC25A3, PGK1, TRA, CDK14, PF4, GSDME, TERF1, DKC1, NR2F2, TFDP1, DOCK1, TGFB3, PBX1, PAX2, DRD2, P4HB, TIE1, ANXA7, TIMP4, ANXA4, TK1, MTNR1B, COX1, PDHX, LGALS8, FES, XPO1, MXD1, TM4SF1, SH2D1A, LYN, LPP, FKBP1A, LPL, LIMS1, SLC30A1, LGALS3BP, ALPP, AFF3, LAD1, PAX8, KRT7, TFEB, SEM1, KIR3DL1, AP2A1, FRK, PSCA, FRZB, FECH, FCGR3B, FCGR2A, MAS1, TTN, MPST, MOS, EPHA4, TYRP1, EPHB1, AFDN, ALDH2, UBE2V1, UBE3A, MEOX1, SUMO1, UGT1A, AIF1, ETV5, EXTL3, USF1, MDK, F8, MCM7, MC4R, TRPV1, VRK1, DCC, PLAUR, TAP1, BHMT, SEMA3F, RORC, SELENOP, RNH1, RNF5, BMPR1B, BMPR1A, RNF2, FOXN3, SGCG, RGS4, RFC2, DAB2, BCYRN1, SIAH1, ST6GAL1, RELB, REG1A, SKI, RBBP6, CCR4, SLC2A3, ACKR2, SLC3A2, RPA1, RPA2, SDHB, CDK11B, SALL1, CASP2, CASP10, CBFA2T3, S100A11, SORT1, SLC25A20, CCL1, CD1D, CCL4, RPS6KA2, RPN2, PTTG1IP, C5AR1, CD28, C5, CCL19, TNFRSF8, XCL1, CD38, RPL17, C1QA, CD70, BCAT1, RAN, SLC12A3, HTRA1, RELN, PROX1, SQLE, ARSA, SRF, CTBP2, CTH, SRGN, PPP2R2B, ST13, ARHGAP1, PPP2R1B, PPP1R8, CYP2A6, TRIM23, PODXL, ABCC8, SUV39H1, PMAIP1, CYP26A1, AQP1, SYP, TAL1, KLK7, PSAP, COL5A1, CSH2, RAD9A, RAB5A, ATP7A, RAB1A, PYCR1, ALDH7A1, CP, SMARCE1, PTPRF, SMO, CPD, SNCB, PTPN9, CPT2, CR1, ATIC, PTGIS, PTGFR, PSMD4, SOD3, SOX5, CRKL, CRY1, KCNH2, CAPN1, SEMA7A, HMGN2, HLA-B, ADA, ACTG2, IGSF1, ACR, FFAR1, ADAM8, PARP4, GTF2H4, HNRNPU, GEM, IFI16, HMGB2, HMGB3, OGT, PIAS1, IRF5, STK24, GSTZ1, GATD3A, GBP2, CDC7, GCG, GATA1, GNB3, GDF1, ACTG1, IDH2, HDC, HSD3B1, IRF3, HTT, SLC7A5, IFIT3, USP11, HOXC10, GLB1, ING2, IL5, HOXA@, HNRNPC, BRF1, PPFIA1, GUSB, MAD1L1, GYPA, KAT2A, ITPR3, GLI3, FTH1, IL9, ITGB6, GSTA2, AXIN1, ACP3, AANAT, HOXC11, IL13RA2, HSPD1, PDE5A, RBM10, GTF3A, IL3, GPD1, MAPK11, HCAR1, MAPK6, CST1, PRAC2, CSRP2, PALD1, CSTA, WLS, PDE7B, LINC01193, TUBA4B, HCN1, SKA2, FOXD2-AS1, DKK2, STEAP1, DNAJC3, KDM2B, TAS2R38, CCL4L1, GLYR1, PSMD3, FBXO10, FBXO5, ERAL1, HOXA7, PSMC3, CRIP2, HOXA11, LHX6, PREX2, HOXB@, AATF, SIGLEC7, CSHL1, CKAP2, HAVCR1, CSN1S1, SPSB1, HBP1, LINC01116, HOXB3, CSNK2A1, HOXB5, NPTN, MLH3, PIF1, NCR3LG1, SOX2-OT, FSHR, LSM1, PADI1, DOK7, UBQLN1, A1CF, RGMB, HSPA9, PLCB2, DAPK3, PLCG2, DBT, DAG1, SCAI, RMC1, PLD1, E2F8, LIN9, PLEK, PLAGL1, ZNF326, HSPA2, FBXL19-AS1, BCL9L, CENPU, AKR1C1, PGC, FGF14-AS2, GLP1R, PGP, GLUD1, PKD2, MIR22HG, CXCL17, KLK9, DCK, ADGRE2, GLUL, RSPO1, ICOS, FXYD3, PDLIM3, GOLGA2, PPP1R2, HPRT1, SLC27A6, DCPS, CYC1, HPD, PPP2R2A, CYBA, PPM1B, ABCB5, HTRA2, CPP, PRCP, PREP, BMP10, CRCP, LINC01139, PPIB, POTED, GNAS, PLP2, GNA11, PARVB, PLXNA1, SEPTIN4, GNA12, KDM8, POLE, PPBP, FHOD1, POR, DNAJC15, DROSHA, PIP4K2C, CLEC4D, LINC00339, PHF5A, SMIM10L2A, KLK13, MIR199A1, KIF18A, GTF2H2, USP22, MIR196A1, SIN3B, CDC6, MIR198, MIR199A2, CDKN2D, RPL10, HCLS1, ANKRD12, CD81, HBB, CD69, HAS1, RORB, CDR1, CEP70, SIRT5, CHI3L2, ING5, CHD4, RIEG2, MIR15B, PDIA3, SIRT4, GSPT1, MIR187, MINDY4, MIR181A2, RAB1B, CENPA, MIR184, LOXL4, MIR186, ASCC2, AIF1L, HABP2, CBS, PHF8, CCNG2, CCNG1, H1-0, CCNF, ITCH, CCNC, S100A10, MIR208A, ROPN1L, EMILIN2, MIR30D, SARS1, CAST, PALLD, MIR32, KDM6B, CCT6A, SEPTIN6, MPRIP, FBXO28, FAM107B, SULF1, KAT8, SESN2, RHNO1, ACSBG1, CD6, KANK1, FERMT3, RCOR1, MIR219A1, CRISPLD2, TLCD3B, RPS15A, AKT1S1, CHIT1, RFX1, PGLS, POC1A, NECTIN1, MAK16, BACE2, GPR39, MTO1, RAB2A, RAD54B, RAD23B, WNT5B, RAD17, PANX1, ZBP1, KIF4A, BRD1, FLRT2, MR1, RCHY1, SOSTDC1, PTPN23, PTH1R, PTPN3, ATRNL1, TNKS2, HNRNPA2B1, CSAG3, TENM4, TIPARP, USP17L9P, KANK2, PNKD, AKR1C2, HNMT, AFAP1L2, CPA1, MIRLET7E, COL4A2, RFC3, SUZ12, PSD4, DNPEP, RBFOX2, RBL2, RBM4, SRRM2, RBP2, MNX1, PLPP5, SNX27, FAM83D, ANP32E, CBX7, REV3L, ELOF1, CHRNA4, MIR130B, GRB14, MIR129-2, DDAH1, HLA-DQA1, MIRLET7I, SMPX, RAP1GDS1, LCOR, PLA2G15, CNR1, SNHG1, CMKLR1, GRK5, RARRES2, RASA2, DDX58, BRSK1, TRIM11, PFN2, CYB5R3, TMED5, ZNF395, INS, TSHZ2, FBN1, FBRS, CMPK2, RBM45, ACSL1, NSD1, F10, PCDHGB7, ALG1, MCM6, F9, ARHGAP9, F7, CPEB2, ACSS2, METTL3, LTB4R2, CCL28, PNO1, MAGEA2, GARS1, LXN, TINAGL1, SMARCAD1, TNFAIP8L1, SEMA4A, OSCP1, IQGAP3, MAN1A1, ROBO3, WDR20, LINC00628, TSACC, BCCIP, DIABLO, UNC45A, GAS6, PFKM, ECHDC1, MGAT5, IL16, ERG, DOCK11, S100A16, MIP, EPS15, DYNLL2, MAP3K9, DEPDC1, MAP3K10, ASAP3, MAP3K11, IL15RA, UBE2Q1, CHRNA9, ILRUN, ATF7IP, MGAT3, TNFRSF9, ILF3, ANKRD44, MAP3K3, GBP1, MAP3K5, ST6GALNAC1, ETV1, ETFA, CMTR2, MEST, TDP1, PRR11, ETF1, PDIA2, OGDHL, AGK, CCAR1, TMEM88, SMYD2, MEPE, FGF5, FOSL2, ITGB5, KIF11, FMOD, MYOCD, MIR155HG, PHRF1, CARD16, USP28, KRT6A, ITGA4, STIM2, KRT13, CFAP97, L1CAM, SRR, SMYD4, LACTB, KNG1, UCN3, FUT1, EGLN3, ACE2, IL21, KCNN3, SLC25A19, FRA16D, PRUNE1, KIF2A, KIR3DL2, FRA7G, NGB, PTBP2, CYP4F11, MARK4, FOXP2, KIR2DS1, PIEZO2, ITGA2B, RPTOR, LY6E, FH, FGR, LTB, LRRK2, LTBP3, H4-16, BCAM, PDXP, PDX1, TIMM50, INSRR, ADAMTS9, TPPP2, IFI6, TC2N, PAQR4, LRP5, ACKR1, ARHGAP31, TENM2, LAMC2, ARL11, KIDINS220, LCN1, FOXJ1, FUT8, LGALS4, IRF7, LOXL1, LGALS9, LIG3, PBXIP1, UBE2Q2, VANGL2, EIF3H, VWA5A, ENGASE, E2F7, MNT, EPB41L4A-DT, PTRH2, OLR1, GFAP, GFPT1, CT83, BRCC3, SLC36A1, TSPYL5, NOX5, OXA1L, PAGR1, PAM, NCKIPSD, ID4, NOP16, ISYNA1, NKD1, DERL1, HBEGF, OAS3, SYNPO2, CITED4, CHAC1, TERF2IP, NPPA, DDX53, LINC00160, DUSP6, ADAM22, CMPK1, SPA17, DUSP2, MAP3K20, NTS, MAPKAP1, TMEM8B, CADM4, MRPL58, PRRX2, ADGRF5, ARHGAP10, NUSAP1, CPA4, PDC, PCSK9, HRH4, SLC26A4, RHBDF2, MLXIPL, TFDP3, GAL, NDUFA13, MEMO1, MAGEA2B, ISOC1, DHX9, DDX1, RICTOR, GOLM1, PCDH7, HOXA11-AS, KDM1B, SERPINA5, ATRAID, POMP, LINC00518, CHST15, PCP4, GJA3, HTR2A, FZR1, TNFAIP8L2, GJA8, TLR8, SPDYA, PDB1, DNAH8, FGD3, NNMT, SMPD3, NMT1, TBL1Y, APPL2, MUC6, LINC00473, IL4R, CASD1, MCU, MSTO1, MYCL, MYH2, MRPL41, MYH10, MYH11, FANCL, PRPF38B, ELF1, IL2RB, IL7R, EMP2, ASXL2, MSX1, MPG, HES6, ZNF331, MCM10, MPZ, CITED1, MSRA, SYNJ2BP, MTHFD1, CERK, DRAM1, MSX2, MTAP, ATP8, P2RY12, NUDT1, SERPINB1, GPAT2, GPBAR1, EFNA2, NEDD8, ZBTB10, PEBP4, NEO1, ERCC6L, RHPN1-AS1, PPP1R12C, EEF1A1, FNBP1L, SLC5A8, NFYA, SLC25A21, DNAAF4, ECHS1, NNAT, UGT1A8, PGPEP1, CELSR2, LAMTOR1, EGR3, RBPJ, TESC, CAPN2, NAIP, NAP1L1, IGKC, ODAM, SARS2, SEPTIN2, PAQR3, MLIP, KLB, NDN, FAM53A, NDUFB3, SLC2A12, VAMP8, PTGDS, SLC14A2, MIR1301, HIF1A-AS2, PDLIM1, ATP6AP2, PDZK1IP1, AFM, SSTR5, SSTR1, SSRP1, ARHGDIB, SMIM10L2B, WNT11, MIR1290, TNFSF13B, AIFM1, SSAV1, TNFAIP3, CTR9, CRNDE, USP39, NRG3, ARNT, USP8, CERNA2, ARRB1, ARRB2, ANG, H3P12, LPAR6, NME1-NME2, ARID3B, OSMR, ARF3, MYOM2, HEXIM1, TMPO, COX7A2L, PCSK7, RBM5, RBCK1, MIR4732, TKTL1, EPX, TRIM16, CELF2, ZFX, SULT1A2, AURKC, ZNF197, H4C9, STK3, STAT2, STAR, LINC00598, ADRA2A, ACOX2, LINC00461, PLK4, WNT3, SIX2, MIR454, SOX11, BIN1, SPAG9, MIR500A, SOX3, WIPF1, MIR668, HCP5, ASPH, PKD2L1, ARPC2, LSINCT5, SNTA1, RAI2, MIR520C, BLACAT1, TSPAN1, MIR1204, PRNCR1, ATHS, HAP1, MALT1, MIR498, ATOX1, ARPC1B, CERT1, TPD52L2, FRY, AGTR2, SPAM1, RAI1, H4C4, CLIP2, CHL1, GIPC1, SPRR2A, H4C6, H4C12, TNP1, H4C11, CAPG, H4C3, APOBEC3A_B, NBAT1, OPTN, LINC01133, CCR9, TRAP1, ANCR, H4C2, STARD10, H4C5, H4C13, MIR505, H4C14, DVL1P1, SULT2A1, BLCAP, TLE1, PEMT, KAT6A, PIAS3, TFAP2B, RECQL4, EEF1E1, RECQL5, VPS4B, GOSR1, LIPG, BRD3, ZFYVE9, NCOA4, RACK1, IFITM3, RAPGEF3, LINC00673, SSX2B, SLC25A16, RBM14, MAP3K12, LONP1, FAM3C, TMBIM6, ADAMTS9-AS2, TEAD4, SELENOF, TFCP2, MIR539, LUCAT1, MAEA, ATG5, MIR652, DLEU1, ST8SIA4, KLF10, SLC39A7, AP2B1, MAFK, THBS2, TLR6, APBB1, KLF2, MIR3646, MICU1, TGFBR3, NKX2-1, NTN1, TUSC3, AIRE, TUBB4B, TKT, SYCP2, DNALI1, CNKSR1, NOD1, NBR2, SLC9A3R2, MAD2L2, MIA, TBXA2R, MIR4728, P3H3, DLG5, DLGAP1, CDR3, GLRX3, KIR2DS2, TARBP2, PRDX4, ARL6IP5, TAP2, APOD, PIBF1, SLC19A2, MIR411, DCLK1, OLFM4, AKAP3, RBM39, CCT4, CCT2, SLC33A1, KIF20B, AQP4, H3P41, NOG, HYOU1, ZNF32, ZNF35, MIR597, EI24, MIR592, TADA3, NXF1, GRK2, TRIP13, TCF21, LINC00968, RBM14-RBM4, RPL17-C18orf32, ADRB3, MIR574, ADRB1, TCL1A, CCL4L2, ZNF143, MIR569, TCF7, MIR568, FBLN5, ELOC, APOC3, EIF1, GDF3, SNCA, H4C8, ACYP2, ACP1, MIR874, API5, LOC100288966, FGF19, UPP1, HPS5, MIR346, SELENOW, SIRT1-AS, ACP5, BNIP3L, KHSRP, SLC23A2, MIR422A, MIR331, TUBG1, SEL1L, ALOX15, TUFT1, SOX2-SRR2, LINP1, MIR328, KLF9, TUSC2, CBX3, UGT2B4, KLK8, TUB, UTS2, HCAR3, MIR384, TOX, LINC01857, BVES, PARG, RASSF2, CORO1A, PMEL, ACTN1, PTBP3, NUDT5, IKBKG, IFITM1, SHMT2, BDKRB1, CFB, HNRNPDL, SH3GL1, THOC1, IRAIN, GACAT3, CBX4, MIR543, MIR937, POLI, GABARAP, UGDH, MGLL, CCL7, UBC, TNFSF9, LNCRNA-ATB, SRL, TNFSF12, TNFSF12-TNFSF13, MAPRE1, PLA2R1, H3P7, GPAA1, SNW1, UBE2B, KIN, H3P24, AGAP2-AS1, H3P42, PTGR1, S1PR4, UBE2E2, H3P47, MIR9-1, ALDH3A1, CAMK2B, NINL, CANX, CA5A, MAPT-AS1, MIR302B, MORC2, SPATA2, MIR151A, TYR, SDC4, SDC2, CX3CL1, EGOT, TYRO3, C3, ACLY, MANCR, ZNF652, CCL25, IQSEC1, PLPP1, CCL16, USO1, DLK1, ST8SIA6-AS1, FADD, RIPK2, MIR2052HG, HSD17B6, CA1, GINS1, SIX3, THPO, SART3, MIR888, MIR675, AK6, MIR511, SLC7A1, H4C15, ATP2B4, VGF, ATP2B3, CACNA1H, CNMD, SMARCA5, CBX1, CACNA1I, MIR765, AMD1, PRDX3, TOPBP1, BCL2L10, MORF4L1, DNAJB4, MIR362, VTRNA2-1, MIR665, MIR1247, MIR410, AMHR2, IATPR, BTRC, RANBP9, AZU1, HSP90B2P, ATP6V1C1, FAF1, KIAA0100, PARP2, SMARCA1, MIR433, BCL10, SLCO2A1, SLC25A1, MIR491, MIR18B, TRPM2-AS, BAAT, TRPC3, ZGLP1, ATP2A2, MIR1307, MIR301B, SELENBP1, EHMT2, LIMD1, ATP1B2, RAE1, USP1, MIR4435-2HG, MIR873, RCAN3, CAVIN2, CSAG2, ABI1, SLC2A4, GHET1, TPM2, SMS, SMPD2, SETD1A, TRPM2, ACTRT1, MIR1229, TAF8, MIR1266, MIR3666, LRG1, MIR3908, MIR3617, F11, TGM7, CNTROB, TOP1MT, MIR1207, PNCK, FANCB, FAH, ZFHX4-AS1, FOXL1, FANCE, MIR3942, MIR1256, GRIN3B, MLANA, MIR1296, ZNF501, ATG4A, AD11, FOXS1, ALAD, TNFRSF13C, MIR3609, MIR3614, FLG, FUNDC1, UPRT, DBH-AS1, ERV3-1, MIR3922, FBN2, PIGU, MIR3923, MIR1297, UHRF2, FBXO32, MIR1228, FLII, JMJD7, OMA1, FOXE1, BHLHE23, WDR92, AHCY, AK4, PIFO, VASN, MAGEE2, AFA1, MIR374C, H3P20, UHMK1, FOXD1, CPT1C, MIR548J, MIR1471, FGA, AEBP1, EVI2B, TDRD9, LOC100422227, SPPL3, MIR1267, MIR3196, MIR1915, MIR1469, MIR1236, MIR3188, TDRD10, NCOA7, MIR1179, HMGB4, MIR761, TSPY10, MIR2276, FGF9, EMB, USP43, ZEB2-AS1, TMEM132E, MIR663B, F2RL2, EZH1, CYB5D2, MIR762, GNG12-AS1, MIR1284, FGD1, EXT1, TBC1D16, TMEM219, EWSR1, SETD9, MTPN, LOXL1-AS1, MIR1193, GOLT1A, LINC00899, FKBP1AP1, AHSG, MIR1972-2, MIR3141, MIR4262, MIR3184, FKBP1AP2, MIR4282, FCER1A, MIR1249, PXDNL, FKBP1AP3, FKBP1AP4, CD200R1, FOXG1, THEM4, ANTXR2, MIR3065, ALKBH2, MIR1245A, ETV3, FGD4, VPS37A, MIR4293, MIR1287, FGL1, MEF2B, MIR4316, MIR664A, SFR1, FCGR1B, MIR4301, MMP21, FHL1, FHL3, EXOSC6, MIR3200, FOXN4, MIR33A, RHPN1, KLHL22, C3orf67-AS1, MIR503HG, ZNF496, ABHD14B, PLCD4, ADAMTS9-AS1, ODC1-DT, GPAT3, LINC01585, LOC101930370, KMT5C, GOT1, SPSB2, GPLD1, GPM6B, GPT2, LOXL3, MIR6826, CCDC54, PPP1R9B, CCR10, SLC9A7, MIR6861, MIR6882, TRIM63, MIR8073, MIR7847, USP32, MIR6875, ZNF503, RIOX2, COMETT, GOLGA1, FOXD3-AS1, RGS8, GHRHR, GIP, LINC01355, NPY4R2, GLA, MYLK2, ALG2, KRT90P, ADH5, PLIN2, SNHG12, FAM83A, EZR-AS1, ADCYAP1R1, ATG4D, ADARB1, GM2A, MAEL, ATG4C, PPP1R15B, GNAQ, FBH1, LINC01483, LINC01787, GNB1, ACVRL1, PTPN5, MIR8084, XCR1, ROCR, USP38, GSR, SNORD138, GSTM4, TMEM126A, TRAF7, GSTM5, LOC110283621, LOC110599580, ACAT2, ACADSB, BTG3-AS1, ABR, KIAA1109, RNASEH2C, SIRLNT, ABL2, GTF2I, ABCB7, AARS1, AAMP, USP44, H3P28, RAB6C, GUCY1B1, MAGT1, AADAC, H3P33, GYPB, CCDC8, HSDL2, TALAM1, GRM4, GRK4, GPR17, LOC102723971, ACVR2B, LNCTAM34A, GPR19, ACVR2A, ST6GAL2, SLC12A8, MAP1LC3A, GPR35, LINC01287, FOXC2-AS1, MCM8, PERCC1, GRIN1, LOC105371849, MAP3K21, SYVN1, MKNK2, GPT, ACTC1, GPX7, LINC01614, LOC105377871, ACTA1, LOC108004545, HVCN1, SARNP, NKD2, B4GALT1, FLT3, CENPI, MIR497HG, BIRC8, GAS1RR, TUNAR, CCAT1, FTH1P3, FTL, ABCC12, FUCA1, ORMDL3, LINC00707, SFXN1, FUT2, CT47A12, SNHG16, ARHGAP18, C8orf17, FUT3, LINC00458, FUT6, PGAP3, LINC01016, LY75-CD302, ZNF276, MAFG-DT, BCL2L2-PABPN1, RAB4B-EGLN2, ATXN3L, SPECC1, CAVIN3, MRPS30-DT, DCLK3, IL17F, CCDC85A, RAD51-AS1, UBE2Q2L, ITGB2-AS1, PSMG3-AS1, FLT3LG, LINC02582, FMO5, MAL2, AP2A2, LOC100505909, LINC00963, HOTAIRM1, GAS6-DT, CBR3-AS1, LINC00310, SLC35A4, FPR1, PIK3IP1, FRA6E, LIFR-AS1, CYP2U1, CMTM1, GRK3, TMEM54, FRA7H, KIF12, CDCA5, MTFR2, FYB1, ADRA2C, BIVM-ERCC5, GABRA3, GCSH, ADRA1D, NNT-AS1, GCY, ADORA2B, DUOXA1, MIR5188, BMF, HEIH, MSTN, UNC5A, CERS6-AS1, KCNH7, FSBP, WDR34, CYP3A7-CYP3A51P, AQP10, SEC16B, ERVK-11, ABCC10, NAV1, MYB-AS1, STARD13-AS, HOXC-AS3, HOXC13-AS, ADORA1, IFNG-AS1, SCIN, GFM1, ERVK-22, ERVK-15, ERVK-12, MIR4480, GAD2, TMEM132C, GALNS, ERVK-2, LRRC32, MIR4469, ZNF300, CHRDL1, MIR4428, GAS1, MIR4458, GAS8, SLFN11, DERL3, CARMIL3, GATA6, BOD1, MIR4530, L3MBTL4, MIR4513, MIR4485, GBX2, MIR4766, MIR4665, MIR4484, JPT2, MIR4443, GCNT2, GPR119, FEZF1-AS1, MUC17, NPS, CSNK2A2, ASCL2, HCC, MBOAT4, LINC00589, KLKP1, HAS2-AS1, HDDC3, ENHO, MIR510, SLC27A1, MIR509-1, CA13, MIR507, ASCL1, ARSF, RBMY1D, CSTF1, RBMY2DP, SLC35B2, ARL2, AMIGO2, ARPIN, BCRP1, ARSD, ASPG, NUP43, ZACN, RGSL1, MIR487A, DND1, CSNK2B, ASIP, HMGA1P7, MIR567, LRRC26, PCARE, TSPYL6, MUSTN1, CPM, MIR496, ATP1B1, C1QL3, MIR99AHG, MIR432, BRCA1P1, ATP2B1, CPB1, FENDRR, COX6C, LRRC75B, HRNR, SNHG5, SERPINA13P, ASNS, ASPA, CRIP1, C10orf143, C12orf75, CREM, MIR520G, CRABP1, RTL1, TNFAIP8L3, ASS1, CRAT, IMMP2L, YPEL2, IGFBPL1, CTNNA1, ARHGDIG, AQP7, DAB1, MIR33B, SNORA7B, CELIAC2, CHSY3, CYP11B1, CYP4B1, TRARG1, CYP2J2, PAX8-AS1, CYP2D7, AQP9, S100A7A, ASAH2B, EIF4E3, DGKA, ZFP57, MIR553, STPG4, MIR562, EPHA6, SUMF1, CTBP1-AS, MIR559, LINC00491, MIR449B, MROCKI, MIR552, DAZ1, SNHG15, DLX6-AS1, MIR551A, CT47A7, ARF4, IFNE, CX3CR1, VSIG1, SIAH1P1, NANOS1, NEK5, CYB5A, STAC2, CTSZ, HSR, RSPO4, TMPRSS7, CTSG, CTRL, RASSF10, CTNND2, ARHGAP5, RSPO2, TSPAN33, LINC00520, ARSI, CYLC2, RHOB, LINC00273, C3orf35, ARMH1, CLEC4G, CYP2A7, LINC01089, CYP3A7, HCAR2, SCFV, CYP2C18, COX5B, LINC00668, COX4I1, ADGRE5, CDH4, CDC25B, MIR197, BTF3, SEPTIN7, CDC5L, BYSL, CDH15, ENTPD5, ENTPD3, BPY2C, BPY2B, C4BPA, CD86, BTD, CDH17, CHD1, CETP, MIR16-1, CEACAM8, MIR196B, BMP5, BMP8B, MIR367, CENPE, BTC, CEL, BNIP1, CLGN, BOK, BPHL, ZFP36L2, CD27, GAS8-AS1, CD22, RUNX1T1, MIR95, MIR28, CALML3, CBR3, SERPINH1, CBL, MIR92A2, CD8A, CASP6, CASP5, CASP1, CALU, CAMLG, CAPNS1, CCKBR, CALD1, CAD, CACNA1E, MIR24-1, CCT, CD1A, CA11, PIM3, CD3D, SMIM22, CD3E, MAP1LC3C, MIR218-2, MIR217, CD5L, NRARP, TARP, CHD3, HAGLR, BCAT2, MIR363, MIRLET7D, PGM5-AS1, MIRLET7F1, ANKRD30BL, BAGE, BCL2L1, MIRLET7A2, COL4A1, MIR101-1, CNTN1, CNP, KIR2DL5B, PLK3, COL4A5, HNP1, AKR1C4, CUEDC1, CORT, MIR488, CASC15, KPNA7, IFITM10, COL15A1, LINC01561, MIRLET7A1, MIR376B, ATRX, KIF1A, COL12A1, COL10A1, ANKHD1-EIF4EBP3, CNGB1, LTB4R, MIR124-2, CHM, CIRBP, BCR, CKB, BDH1, MIR377, CHRNA5, EID3, ATXN7L3B, SUMO1P3, BNC1, MIR147A, CHGB, CHGA, POTEE, CKS2, CLCA1, CLK2, CLN3, MIR133A1, TNFRSF17, CLTA, BCL9, CLTC, BCL7A, MIR128-2, BCL2L2, CCR3, ANIB3, DUXAP9, MIR125B1, CT45A1, MIF-AS1, RUSC1-AS1, ASB6, TMTC3, MOSPD2, RHOXF1, USP51, USP17L30, SLC35G1, EDN3, S1PR3, MEMO1P1, CLEC14A, EDA, SPRED1, USP17L29, SLFN5, FBXO39, C2orf92, SHOC1, USP17L28, IQUB, TBC1D3, DAB2IP, IRX2, PRSS3P2, AMOTL1, OIP5-AS1, TEX46, EFNA3, UNC5B-AS1, SPANXB1, ANKRD46, HULC, LRATD2, LINGO2, PLPPR5, CALML6, LOC284454, CT47A1, MIER3, DUSP8, DUSP7, BHLHA15, HTR3C, TSPY3, PSORS1C2, LINC00460, ADAMTS17, ADAMTS18, DUSP5, ASXL1, CT47A2, DNAJB1P1, SGMS2, RASSF6, IFNLR1, HFM1, USP17L27, ECE1, USP17L26, ANK3, USP17L25, USP17L24, CCDC116, MAGED4, E2F6, WBP2NL, DEFA1B, DYRK1A, CARMN, DUSP9, MEGF9, EIF2S1, BTLA, EPB41, MIR939, KRT80, MIR933, EPB41L2, A2ML1, FBXL14, SLC38A6, OR2AG1, ALPI, ENSA, ALPL, MIR942, ENO2, ALX3, MIR365A, TTC36, EIF2B1, NRSN1, FOXO6, RAB6C-AS1, GATA5, ALDH1B1, EPRS1, TFAP2A-AS1, FGF13-AS1, ALOX5AP, SRXN1, SIRPA, MIB2, EPHB3, ABCD2, MUC15, HAPLN3, MIR934, NRG4, EIF4G2, AMELX, TMEM170B, PYHIN1, SHLD1, SIK1, AIFM3, AMPD1, EN2, LINC00309, EIF4B, PSS, MIR802, MIR766, EIF2S3, ELF4, MIR298, AMD1P2, HJV, MIR450B, ELK4, CREB3L4, EMD, SPC24, TMC4, APCDD1, AMBP, SLC25A52, CCBE1, TMEM199, EMP3, IL34, CT47A3, AGO3, AGO4, DLAT, PROSER2, OR2T6, DLG3, ANKK1, CT47A11, MIR612, DHPS, DLX2, DHODH, GPX6, BIRC3, FAM133B, DFFB, APOA4, RNF169, MIR613, FOXK1, RNASEH1, SRRM3, TRDMT1, FAM83B, MAPK15, MIR616, DNM2, NEIL2, BRWD3, DNA2, DNM1, MMS22L, DLX5, MSRB3, YTHDF3, ASPM, MIR603, DFFA, DCX, CASC22, MIR588, MIR584, MIR578, NEK8, MIR577, DCTD, MAGI3, MIR573, ZNF763, WDR62, ZFP82, MIR7-3HG, SLC25A41, DDC, LINC00641, MIR589, MUC19, RASSF3, APOC1P1, MIR591, OR10A4, MIR593, MIR599, MIR600, DEFA1, HCA1, NPAS4, MIR601, HS6ST3, STEAP2, THSD7A, MIR621, PLPP4, FLCN, CRTC2, DSPP, TET3, PIKFYVE, TMEM17, ARL13B, SNORD118, LINC00466, RDM1, DSG3, HTRA4, DSC2, SLC25A6, DSC1, SLC26A2, SLC25A4, DOCK3, CT47A6, IMMP1L, RILPL2, CT47A4, CT47A5, METTL7B, RMST, PAOX, CT47A10, CT47A8, CT47A9, ADCY4, CT62, MLKL, GGN, DRD5, TMEM26, DRD4, DPYSL2, ALKBH3, MIR92B, SKA3, MIR645, ZUP1, OPN5, APAF1, TBATA, DPYS, DPT, MIR628, MIR627, DOK1, MIR622, MIR650, DPYSL3, SLC26A3, FAM171A1, UCMA, JMJD1C, DRD1, HEPACAM, OTUD1, MIR653, DOK6, LRTOMT, DDIAS, DRD3, SLC37A2, ANXA13, HYLS1, SLC4A11, LMNB1, TATDN1, CD160, PLAAT3, HHLA2, ST3GAL3, SHOX2, STRAP, ADAMTS6, FBXW4, MAP4K1, SH3GL2, ITSN1, SGTA, SFTPD, SFTPC, TRA2B, AKAP10, SRSF6, DUSP10, SRSF5, SRSF2, ZWINT, SLC1A2, SLC38A3, CIT, SLC27A4, SLC27A2, SLC18A1, SLC16A2, SLC11A1, SLC8A1, SLC7A2, TENT4A, SLC6A6, SLC5A2, CPSF6, SLC5A1, SLC4A1, SLC3A1, SPACA9, ADAMTS8, ADAMTS5, PRSS23, KRR1, RASSF8, PDCD10, ZHX1, SLC6A14, CCL14, CCL11, ANKRD6, CARD8, SACM1L, FAN1, CCL3, NCBP2, ATF6, SEPHS2, SCNN1A, SCAP, SCN4B, SCN3A, TRIM32, SCN2A, PAXIP1, NT5C2, SCN1B, INPP5F, DZIP1, FASTKD2, SDHA, HRH3, XPOT, NRM, USP18, TREX1, SEC14L1, ECD, SEA, SYNPO, CNKSR2, SDF2, CLCA4, IKZF3, IKZF2, ATF5, PUF60, CHSY1, CILK1, SDS, IMMT, GREM1, PAICS, STX3, TRIM3, STX1A, STK4, NPRL2, CAMKK2, YKT6, SPINT2, KHDRBS3, ST2, CD226, CGRRF1, SSR1, GNA13, DLL3, RO60, SRMS, SRI, SLC12A7, STYX, PAIP1, SLC22A1, CDC42EP3, APPBP2, HNF1A, TCEA3, DDX17, TCEA2, TCEA1, TBX5, TBP, TBL1X, TALDO1, IFI44, TAF7, SYN1, VAMP7, NPC2, GNLY, VAMP1, PRPF8, SULT1C2, OGA, NFAT5, SRD5A1, YME1L1, SNRPN, SNRPD1, CPSF4, JTB, GADD45G, EDAR, COPS8, SNAPC1, SIGLEC1, SMN2, TMED2, SMN1, SMARCC1, SMARCB1, EBNA1BP2, SLIT3, SLC22A5, COPS6, KCNQ1OT1, WDR3, C1QL1, SORD, CYSLTR1, MAP3K2, SPRR1A, PLK2, ZMYND11, ARPP21, NEK6, NCKAP1, SPOCK1, SPN, ME3, GJB6, HSPH1, SPINK1, FRS2, ALDH1L1, CD3EAP, SOX12, RUVBL2, ATXN8OS, CEP131, ATXN7, SLC7A11, RAP2A, RAP1B, PRKD3, RAG2, PPIL2, ARHGAP8, IFIT5, SHC2, RASGRP3, RAB5B, BRI3, RAB3A, TNFAIP8, TXN2, PYGM, POU2F3, PYGB, ASF1A, ARMC8, CEMIP2, RAP2B, ATXN1, EDC4, RBMY1A1, CABIN1, RBMS2, NNT, MMD, ATP6V0A2, TSPAN12, RBL1, PADI4, PRG1, CASP14, ARID4A, FAM215A, RARRES1, PHLDA3, RARS1, RUSC1, CBLC, RAPSN, PRKD2, RAD1, PAMR1, PTPRN2, PTGER3, PTGER2, PSMD7, SPAG8, PTTG3P, FBXW8, PSMD2, PLA2G2D, PSMD1, FGF21, EHF, PSMB9, PYY, PSMB8, PSMB7, PSMB5, PSMB4, PSEN1, RGS17, WSB1, TANC2, HERC4, VIRMA, TMEM158, PTPRM, PTPRK, ZDHHC5, CLIC4, PTPRG, NECTIN3, SYF2, EGFL6, RAI14, NGDN, L3MBTL1, RPAP1, PTMAP4, PTMA, TWF1, GIGYF2, PTK7, POFUT1, RENBP, ISCU, TMEM131L, RTN1, RTKN, ANKLE2, RPS27A, RPS19, RPS16, LPIN1, RFTN1, DIP2A, PHLDB1, CYFIP1, FBXL7, GSE1, ARL6IP1, MLC1, RPL36A, RPL39, RPL29, RPL24, RXRG, CUL9, RYR3, PDS5B, RAB21, SAT1, FAIM2, TSPAN31, USP33, SALL2, MYT1L, TNIK, ACSM3, KIF1B, ZHX3, VPS52, S100A12, CMTR1, HECW1, PEG10, S100A2, ARHGAP26, SIK2, PDS5A, TRAM1, RPL13, SRGAP2, RNU2-1, ECPAS, PIP5K1C, RNF6, RN7SL1, RMRP, ZFPM2, RHEB, TMED3, RYBP, GPR161, RHOQ, TARDBP, OTP, SF3B3, RHAG, RGS3, CBX6, PUM2, RNY1, ARHGEF12, MGRN1, MINAR1, OTUD3, DDHD2, CAMTA1, MCF2L, ADGRL2, ADGRL3, RPL7A, RPL5, ZNF629, NEMP1, DMXL2, DNAJC13, TUT4, NEDD4L, SYNM, ROM1, SUN1, SEMA4F, SEMA6B, TCF12, SCAF11, RASSF9, BUB3, CHAF1B, SLC16A7, GDF5, AKAP1, COIL, MSC, ST8SIA2, GCM2, GPR50, ANP32A, CACNA2D2, GPR68, DPF3, GPR55, S1PR2, CD83, CDK2AP1, ESS2, TMSB10, MACROH2A1, KDM5C, USP6, USP2, H2BC10, H2BC6, H2BC7, H2BC8, H2AC20, SLC16A6, FZD6, CNOT9, PRPF4, PRPF3, CCNB2, BRAP, ARHGEF1, ATG12, PDCD5, HGS, DYRK1B, COPS2, ALX1, TRIP4, AD5, SLBP, SEMA3B, SCLC1, KIF23, RPH3AL, ADAMTS4, ADAMTS3, ADAMTS2, LRP8, GAL3ST1, PTP4A1, MEMO1, SCAMP1, ZYX, TP53I11, ZNF236, IGDCC3, RAB3D, APBA3, PCYT1B, LAP, ITM2A, STOML1, CNOT8, RPL23, MLF2, LHX2, ITGBL1, CSRP3, RAB9A, NRXN3, LPXN, FZD3, TMPRSS11D, FADS2, CYP7B1, ST7, NCR2, MED23, MED7, ITM2B, H2BC21, DNAJA3, PKMYT1, HAT1, TMEFF1, CDKL1, PRKRA, PDLIM4, FGF17, CES2, MADD, YARS1, TCAP, GGH, CDC14A, AP3B1, PIR, BARX2, CAMK1, YBX3, AKAP4, ALDH1A2, GAS7, RGS20, NOP14, PLA2G4C, RNMT, EIF3G, EIF3D, GALNT4, B3GALT4, EIF3C, TRADD, TNFRSF25, EED, LAMTOR3, RUVBL1, ABCB11, KCNK5, AOC3, RTCA, UNC5C, TNFRSF14, PSMG1, RGS11, LDB1, MMP23A, BPY2, MMP23B, USP13, RASAL1, RPS6KA4, TNFSF18, LTBP4, SNHG3, SPARCL1, PLA2G10, CLIC3, BRSK2, PLA2G6, BAZ1B, CCRL2, TAAR5, DOK2, PIP5K1A, CLDN12, ASH2L, CLDN10, P4HA2, MGAM, KYNU, EIF2B5, PIK3R3, SGPL1, FUBP1, ZPR1, SLC5A6, GEMIN2, EIF2B4, EIF2B2, CPNE3, CUL4B, CDC42BPA, CCNA1, AP1S2, IRS4, CACNA1G, KLF11, MBD4, CUL2, ZNF224, VEZF1, TCF20, TNNC1, FAM13A, TNFAIP6, MBNL2, ABI2, TNFAIP2, WASF2, CLDN5, TMOD1, TSHZ1, ALG3, TSPAN8, MPHOSPH10, DHRS2, MPZL2, NR2E1, USPL1, SEC62, PSMD14, PRG4, CLEC3A, TNNT1, ZNF131, TOP2B, SH2D3C, DNAJB6, SMC4, UBA2, SAE1, TRAF3, TRAF1, IL18BP, DPP3, HUWE1, TPM3, GPC6, PPIF, TPH1, KIF20A, ACTR1B, RASGRP1, PDIA6, TOP3A, ANGPTL7, KLRG1, GDF11, TRIB1, IRF9, BTN3A3, CPQ, BASP1, TF, IFI30, TEP1, TEAD1, MERTK, TDGF1, ZNHIT1, TDG, TIMM44, TRBV20OR9-2, CAP2, TCN1, VAT1, STK25, ENOX2, TFE3, CACNG2, TRIM22, TJP1, TLN1, RASGRP2, TLE4, GPHN, RABEPK, SPRY2, STAM2, ZMPSTE24, STAG1, THBD, TIAL1, LILRB2, THOP1, APBB3, LANCL1, THBS4, SMYD5, TFG, TRO, TROAP, FRAT1, TM9SF4, CEP135, SAFB2, EIF5B, IPO13, VRK2, VGLL4, UBE3C, CROCC, CEP57, BEST1, USP6NL, NOS1AP, VLDLR, VIPR2, DOCK4, VCP, VCL, SLK, USH2A, ZNF516, SOCS5, MICAL2, NFE2L3, ZNF121, BABAM2, CDC42BPB, ZNF24, ZNF23, WTAP, CNBP, PITPNM1, CARTPT, WNT6, ZIC1, ZAP70, YWHAE, YES1, WNT9A, WNT7A, FEZ1, ZNF592, USF2, PIEZO1, SH2B3, UCK2, KBTBD11, PUM3, TNFSF4, HS3ST3B1, HS3ST3A1, USP3, TNFSF15, TTR, MED13, CCS, NR1D2, FGFBP1, TTF1, SLC12A6, TSTA3, EIPR1, TSPY1, TSHR, TRPC6, SEC16A, ARNT2, ATP2C2, PPP1R26, UMOD, IST1, UCHL3, ARHGEF11, TRIM14, UBE2V2, ZBTB24, HEPH, MAGI2, MRC2, TLK1, UBE2D3, TOX4, UBE2D2, RHOBTB1, NUAK1, FIG4, UBAP2L, MYEOV, PRSS8, EIF2A, LBP, LAMP2, HACE1, LAMP1, LAMB3, LAMA5, MICAL3, LAMA3, PCDH10, KIF17, KRT81, WDR48, TSHZ3, KIAA1522, KRT2, KRT1, EPB41L5, CHD8, KIF22, USP37, MAVS, NLGN4X, LRP2, LCP1, CORO1B, VARS2, SLC39A10, SELENON, FADS1, LIMK2, SENP7, ZNF304, TTYH1, RHOJ, LIG1, LHB, SPC25, SLC24A3, NDRG3, BIRC6, TBC1D24, GRAMD1B, LDHC, MIER1, KLC1, NCOA5, KIR2DL3, JUP, JAK3, ITPKA, ITIH4, C12orf10, EDA2R, ITIH2, HPSE2, IGAN1, ALX4, ITGAX, ITGAM, ITGA7, PROK2, ITGA1, CHP2, NECAB3, IRF4, TP53AIP1, SCPEP1, KCNA1, SIGIRR, CTDSP1, KIF5B, G6PC2, LSM2, CCDC181, KIF5A, MUC3B, RBPJP4, KIF3C, KCNN4, UBL5, TP53INP2, CREBZF, RPRD1B, OVOL2, OPRPN, SCAF1, KCNK1, HIVEP3, GJC2, RALGAPB, SNORD24, VPS11, SELENOS, CISD1, USE1, MEFV, MEF2A, RCC2, ADAM11, AJAP1, SLC50A1, KLHL7, MCM5, PCDHG@, PCDHB@, PCDHA@, TEX15, TEX14, RNF17, MC1R, MBD1, DCAF6, MAP3K4, LSS, DOK5, RABL6, MICB, VAC14, CCDC88A, IPO9, CD99, IQCC, ASF1B, HHAT, MGAT1, PARVA, MFAP4, INAVA, H2AJ, ZNF415, DEPDC1B, CSGALNACT1, CACNA2D3, FOXJ2, RNF20, CPXM1, MAX, PARD3, SMAD6, ENY2, SMAD5, RGMA, PARP6, NBR1, KIF15, CAPRIN1, CTNNBIP1, LYZ, CCNL1, LY75, LTBR, CYSLTR2, KMT5AP1, REXO4, CAMK1D, CD177, RTN4, DUSP22, ARNTL2, CA10, JPH1, SLC7A10, DNAJC12, MMP26, EIF5A2, MATN1, CLDND1, MATK, MAT1A, MAP2, MAGEA5, BARHL1, MAGEA12, BDH2, THAP10, MAP3K7CL, C1GALT1, NMUR2, PAK6, ERVK-6, PERP, CDH23, ALPK1, WDR26, HOXA6, CPEB4, ZKSCAN3, HNRNPF, COASY, HMGCS2, TSGA10, HMBS, ASXL3, EEPD1, DUSP16, KDM7A, HLA-E, HLA-DRB5, ILKAP, HLA-DRB3, HLA-DRA, HLA-DOB, HOXB1, HOXB2, PBLD, HKDC1, MAP9, HDAC11, GGNBP2, PRR5L, CYBRD1, SETD6, HOXD3, HOXD1, SCD5, CPED1, HOXC6, STN1, ESRP2, C10orf88, HOXC@, TRIM46, HOXB8, HOXB4, MUS81, ITFG1, SLC38A1, TMX1, GDPD5, PITPNM3, HELLS, NUF2, HARS1, HADHA, TEX101, PARP9, TRAPPC9, H2BC5, RIOK1, GZMM, MARVELD1, GUCY2D, ATAD3B, RAB34, TBC1D10A, GYPE, CDCA7, LRMDA, QTRT1, CFH, MED25, DOCK8, TDRD3, MAGED4B, TXNDC5, ACTL8, CDT1, DIAPH3, HK1, HIVEP2, PPP1R14C, CFHR1, ADAMTS12, TLR10, SLCO5A1, UBE2K, VANGL1, TRIM56, HIP1, SPRY4, CBLL1, CPSF7, CSPP1, IFNGR2, NUCKS1, ACBD3, ILF2, IL12B, DEPTOR, CYP3A43, FBXL17, NIBAN2, NABP1, PAPOLG, CENPH, PINK1, CDK15, IGHMBP2, IGHG3, IFNW1, ZFP69B, WNK2, DLK2, IMPDH1, GIGYF1, CPEB1, P3H1, MCCC2, PARVG, INPPL1, CENPK, RTP4, MAGEF1, SLC39A8, INPP5D, PDLIM2, IMPDH2, ARHGEF28, INHBB, SIL1, HHIP, CDH22, INCENP, DCLRE1C, ATG3, CUEDC2, IFNGR1, FAM124B, IFNAR1, FOXN2, NDST1, DNAJB1, RIOX1, HSPE1, MORC4, NPEPL1, TBL1XR1, HSP90AA2P, HSPA1A, RERGL, FBXO31, SHCBP1, HAND2-AS1, HRH1, ERAS, HPX, HPS1, AGBL2, HTN3, NLRX1, PPP1R3B, MMEL1, PVRIG, DDX54, IFN1@, CFI, FA2H, IDS, TMEM43, IRX3, IDH1, HTR1B, HMGN5, NKAP, ID2, ICAM4, CERS4, NAA16, IAPP, HUS1, NBPF1, RNF126, ATXN3, ABCB4, PGM3, DEF6, GEMIN4, ANO7, PGD, NEUROG3, PGAM1, TRAT1, HEBP1, PFKP, DERL2, PFKFB2, MRPS18C, PRLH, PFDN4, LAP3, RPS27L, APIP, TMX2, GALNT9, PHF2, ANAPC7, NOX3, OBP2A, ERO1A, PLA2G2A, PKLR, PKD3, SOX8, VSX1, PITX1, PIK3C3, SOCS7, EHD2, PIK3C2B, TAX1BP3, PIK3C2A, SERPINB9, RRM2B, SERPINA1, G0S2, PHKG2, PENK, CRYL1, PEG3, SH3GLB1, DNAJC27, TLR7, GMPR2, CD320, ZDHHC3, ARMCX1, SLC25A37, CDK18, PLAC8, SPG21, CDK16, DACT1, PCSK5, TAOK3, PCSK1, ZMYND10, PCNT, PRKAG2, POLK, PIPOX, NT5C3A, PHF20, LINC00328, PHF20L1, PDK4, PDHB, INSIG2, CHCHD2, PDGFB, PDE8A, SLC45A2, JPT1, CLDN18, EGFL7, DBR1, PDE4B, PDE4A, PDCD2, GPN3, NIN, ZDHHC2, SLC39A2, RHOD, NRBF2, DESI1, PKIB, GNMT, PRKACG, PRKACA, PCDH17, PRIM2, HPLH1, RND1, PRIM1, TNRC6A, PRB4, NPY4R, UBE2S, PPT1, PPP5C, PPP3R1, PCSK1N, PPP4C, STK39, PRKCE, PRKCH, INTU, MAP2K3, CHORDC1, PRSS3, CYFIP2, TPK1, PROC, ZBTB32, ACAD8, PRM1, LAMP3, CPNE7, MAPK13, MTBP, MAPK10, B3GAT1, PRKCSH, DKK4, PRKCQ, INPP5J, PPP2R5E, EML4, PLAGL2, SLCO4A1, PLXNA2, TMOD4, PLTP, CYP2S1, REPIN1, TRPM5, CNOT7, TRA2A, GPSM2, CCDC106, GPR132, DSE, PKN3, ANAPC4, DNMT3L, PLCB4, IL19, SLC25A24, PRICKLE4, PNMT, UBL3, PON2, NOB1, SLCO3A1, SLCO1B3, REM1, PPP2R1A, PPP2CA, PPP1R7, PPP1R3C, MAGEH1, NTMT1, CFAP20, PPP1CA, HIPK2, KLF15, PPID, NDUFAF4, PHPT1, PPAT, LGALSL, SNX9, SCARA3, BCAS4, NCAPG2, CDKAL1, NDUFB9, NDP, DUSP23, ADPRS, SOHLH2, SDHAF2, C1orf109, TIPIN, PIGX, NCAM2, TMEM70, MYO6, PIH1D1, CDCA4, TRMT12, SUSD4, MYO5A, MYO1D, NDUFS4, UHRF1BP1, PCBP1, ANKHD1, RRN3, MARCHF5, NFIL3, NFIC, NFIB, NFE2L1, ZRANB1, NFATC4, BTG4, NFATC1, MED18, TRIT1, DYM, GIPC2, NEFH, LRRC49, NEFM, GDPD2, ST7L, TMEM45A, ARGLU1, MYO1C, GPATCH2, MSH4, STYK1, PI4K2A, IMPACT, LGR4, LRRC59, BATF3, MNAT1, MMP12, PLXNA3, SUPT20H, TENT5A, OTUB1, MLN, PRR5, STAP2, THUMPD1, CHD7, SLC48A1, COX3, CASC1, MTM1, MAP1S, MYL4, ARHGAP17, MYH6, PNPO, MRPS18A, MMUT, MUC5AC, PLEKHG6, MUC3A, ND2, MTX1, ATAD3A, ND5, ND4, ND3, LRRC1, UBA6, OGFOD1, CRLS1, UGT1A4, PAF1, NUP88, LARP7, AZIN1, TRIM33, SIX6, EEF1AKNMT, PIGT, OPCML, CHMP3, RASD1, OGN, MPC1, OGDH, NLK, OAZ1, ACSL5, ZNF44, RAB23, RAPGEF6, GHRL, ORC4, OTX1, OTX2, REG3A, VGLL1, REV1, NAT8B, LIMA1, PARN, RTCB, TRIAP1, UFC1, ETV7, IL23A, DTL, TMEM14C, ANAPC11, PAH, P4HA1, P2RY6, OXT, RAB6B, NR4A2, RTEL1, CCNJ, ROR2, NPPB, PNP, SLC38A2, DNAJC10, SSH1, NOVA2, NOVA1, RIN2, TAF7L, CNOT3, DGCR8, NODAL, CCHCR1, EPB41L4B, UGT1A6, NKX3-1, LZTFL1, NID1, DDX56, NPR1, CYCS, NANS, BCO1, KDM3B, NTRK2, NTF4, IL17D, TM6SF1, LRP1B, NRL, STX18, PRKAG3, CHRAC1, NRDC, SLC11A2, IL20RA, FGFRL1, DUOX1, SLC37A1, SETD4, NPY5R, NRG2

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Overview

Breast cancer is cancer that forms in the cells of the breasts.

After skin cancer, breast cancer is the most common cancer diagnosed in women in the United States. Breast cancer can occur in both men and women, but it's far more common in women.

Substantial support for breast cancer awareness and research funding has helped create advances in the diagnosis and treatment of breast cancer. Breast cancer survival rates have increased, and the number of deaths associated with this disease is steadily declining, largely due to factors such as earlier detection, a new personalized approach to treatment and a better understanding of the disease.

Breast cancer care at Mayo Clinic

Types

Symptoms

Signs and symptoms of breast cancer may include:

A breast lump or thickening that feels different from the surrounding tissue
Change in the size, shape or appearance of a breast
Changes to the skin over the breast, such as dimpling
A newly inverted nipple
Peeling, scaling, crusting or flaking of the pigmented area of skin surrounding the nipple (areola) or breast skin
Redness or pitting of the skin over your breast, like the skin of an orange

When to see a doctor

If you find a lump or other change in your breast — even if a recent mammogram was normal — make an appointment with your doctor for prompt evaluation.

Causes

Doctors know that breast cancer occurs when some breast cells begin to grow abnormally. These cells divide more rapidly than healthy cells do and continue to accumulate, forming a lump or mass. Cells may spread (metastasize) through your breast to your lymph nodes or to other parts of your body.

Breast cancer most often begins with cells in the milk-producing ducts (invasive ductal carcinoma). Breast cancer may also begin in the glandular tissue called lobules (invasive lobular carcinoma) or in other cells or tissue within the breast.

Researchers have identified hormonal, lifestyle and environmental factors that may increase your risk of breast cancer. But it's not clear why some people who have no risk factors develop cancer, yet other people with risk factors never do. It's likely that breast cancer is caused by a complex interaction of your genetic makeup and your environment.

Inherited breast cancer

Doctors estimate that about 5 to 10 percent of breast cancers are linked to gene mutations passed through generations of a family.

A number of inherited mutated genes that can increase the likelihood of breast cancer have been identified. The most well-known are breast cancer gene 1 (BRCA1) and breast cancer gene 2 (BRCA2), both of which significantly increase the risk of both breast and ovarian cancer.

If you have a strong family history of breast cancer or other cancers, your doctor may recommend a blood test to help identify specific mutations in BRCA or other genes that are being passed through your family.

Consider asking your doctor for a referral to a genetic counselor, who can review your family health history. A genetic counselor can also discuss the benefits, risks and limitations of genetic testing to assist you with shared decision-making.

Risk factors

A breast cancer risk factor is anything that makes it more likely you'll get breast cancer. But having one or even several breast cancer risk factors doesn't necessarily mean you'll develop breast cancer. Many women who develop breast cancer have no known risk factors other than simply being women.

Factors that are associated with an increased risk of breast cancer include:

Being female. Women are much more likely than men are to develop breast cancer.
Increasing age. Your risk of breast cancer increases as you age.
A personal history of breast conditions. If you've had a breast biopsy that found lobular carcinoma in situ (LCIS) or atypical hyperplasia of the breast, you have an increased risk of breast cancer.
A personal history of breast cancer. If you've had breast cancer in one breast, you have an increased risk of developing cancer in the other breast.
A family history of breast cancer. If your mother, sister or daughter was diagnosed with breast cancer, particularly at a young age, your risk of breast cancer is increased. Still, the majority of people diagnosed with breast cancer have no family history of the disease.
Inherited genes that increase cancer risk. Certain gene mutations that increase the risk of breast cancer can be passed from parents to children. The most well-known gene mutations are referred to as BRCA1 and BRCA2. These genes can greatly increase your risk of breast cancer and other cancers, but they don't make cancer inevitable.
Radiation exposure. If you received radiation treatments to your chest as a child or young adult, your risk of breast cancer is increased.
Obesity. Being obese increases your risk of breast cancer.
Beginning your period at a younger age. Beginning your period before age 12 increases your risk of breast cancer.
Beginning menopause at an older age. If you began menopause at an older age, you're more likely to develop breast cancer.
Having your first child at an older age. Women who give birth to their first child after age 30 may have an increased risk of breast cancer.
Having never been pregnant. Women who have never been pregnant have a greater risk of breast cancer than do women who have had one or more pregnancies.
Postmenopausal hormone therapy. Women who take hormone therapy medications that combine estrogen and progesterone to treat the signs and symptoms of menopause have an increased risk of breast cancer. The risk of breast cancer decreases when women stop taking these medications.
Drinking alcohol. Drinking alcohol increases the risk of breast cancer.

Prevention

Breast cancer risk reduction for women with an average risk

Making changes in your daily life may help reduce your risk of breast cancer. Try to:

Ask your doctor about breast cancer screening. Discuss with your doctor when to begin breast cancer screening exams and tests, such as clinical breast exams and mammograms.

Talk to your doctor about the benefits and risks of screening. Together, you can decide what breast cancer screening strategies are right for you.
Become familiar with your breasts through breast self-exam for breast awareness. Women may choose to become familiar with their breasts by occasionally inspecting their breasts during a breast self-exam for breast awareness. If there is a new change, lumps or other unusual signs in your breasts, talk to your doctor promptly.

Breast awareness can't prevent breast cancer, but it may help you to better understand the normal changes that your breasts undergo and identify any unusual signs and symptoms.
Drink alcohol in moderation, if at all. Limit the amount of alcohol you drink to no more than one drink a day, if you choose to drink.
Exercise most days of the week. Aim for at least 30 minutes of exercise on most days of the week. If you haven't been active lately, ask your doctor whether it's OK and start slowly.
Limit postmenopausal hormone therapy. Combination hormone therapy may increase the risk of breast cancer. Talk with your doctor about the benefits and risks of hormone therapy.

Some women experience bothersome signs and symptoms during menopause and, for these women, the increased risk of breast cancer may be acceptable in order to relieve menopause signs and symptoms.

To reduce the risk of breast cancer, use the lowest dose of hormone therapy possible for the shortest amount of time.
Maintain a healthy weight. If your weight is healthy, work to maintain that weight. If you need to lose weight, ask your doctor about healthy strategies to accomplish this. Reduce the number of calories you eat each day and slowly increase the amount of exercise.
Choose a healthy diet. Women who eat a Mediterranean diet supplemented with extra-virgin olive oil and mixed nuts may have a reduced risk of breast cancer. The Mediterranean diet focuses mostly on plant-based foods, such as fruits and vegetables, whole grains, legumes, and nuts. People who follow the Mediterranean diet choose healthy fats, such as olive oil, over butter and fish instead of red meat.

Breast cancer risk reduction for women with a high risk

If your doctor has assessed your family history and determined that you have other factors, such as a precancerous breast condition, that increase your risk of breast cancer, you may discuss options to reduce your risk, such as:

Preventive medications (chemoprevention). Estrogen-blocking medications, such as selective estrogen receptor modulators and aromatase inhibitors, reduce the risk of breast cancer in women with a high risk of the disease.

These medications carry a risk of side effects, so doctors reserve these medications for women who have a very high risk of breast cancer. Discuss the benefits and risks with your doctor.
Preventive surgery. Women with a very high risk of breast cancer may choose to have their healthy breasts surgically removed (prophylactic mastectomy). They may also choose to have their healthy ovaries removed (prophylactic oophorectomy) to reduce the risk of both breast cancer and ovarian cancer.

Diagnosis

Diagnosing breast cancer

Tests and procedures used to diagnose breast cancer include:

Breast exam. Your doctor will check both of your breasts and lymph nodes in your armpit, feeling for any lumps or other abnormalities.
Mammogram. A mammogram is an X-ray of the breast. Mammograms are commonly used to screen for breast cancer. If an abnormality is detected on a screening mammogram, your doctor may recommend a diagnostic mammogram to further evaluate that abnormality.
Breast ultrasound. Ultrasound uses sound waves to produce images of structures deep within the body. Ultrasound may be used to determine whether a new breast lump is a solid mass or a fluid-filled cyst.
Removing a sample of breast cells for testing (biopsy). A biopsy is the only definitive way to make a diagnosis of breast cancer. During a biopsy, your doctor uses a specialized needle device guided by X-ray or another imaging test to extract a core of tissue from the suspicious area. Often, a small metal marker is left at the site within your breast so the area can be easily identified on future imaging tests.

Biopsy samples are sent to a laboratory for analysis where experts determine whether the cells are cancerous. A biopsy sample is also analyzed to determine the type of cells involved in the breast cancer, the aggressiveness (grade) of the cancer, and whether the cancer cells have hormone receptors or other receptors that may influence your treatment options.
Breast magnetic resonance imaging (MRI). An MRI machine uses a magnet and radio waves to create pictures of the interior of your breast. Before a breast MRI, you receive an injection of dye. Unlike other types of imaging tests, an MRI doesn't use radiation to create the images.

Other tests and procedures may be used depending on your situation.

Staging breast cancer

Once your doctor has diagnosed your breast cancer, he or she works to establish the extent (stage) of your cancer. Your cancer's stage helps determine your prognosis and the best treatment options.

Complete information about your cancer's stage may not be available until after you undergo breast cancer surgery.

Tests and procedures used to stage breast cancer may include:

Blood tests, such as a complete blood count
Mammogram of the other breast to look for signs of cancer
Breast MRI
Bone scan
Computerized tomography (CT) scan
Positron emission tomography (PET) scan

Not all women will need all of these tests and procedures. Your doctor selects the appropriate tests based on your specific circumstances and taking into account new symptoms you may be experiencing.

Breast cancer stages range from 0 to IV with 0 indicating cancer that is noninvasive or contained within the milk ducts. Stage IV breast cancer, also called metastatic breast cancer, indicates cancer that has spread to other areas of the body.

Breast cancer staging also takes into account your cancer's grade; the presence of tumor markers, such as receptors for estrogen, progesterone and HER2; and proliferation factors.

Treatment

Your doctor determines your breast cancer treatment options based on your type of breast cancer, its stage and grade, size, and whether the cancer cells are sensitive to hormones. Your doctor also considers your overall health and your own preferences.

Most women undergo surgery for breast cancer and many also receive additional treatment after surgery, such as chemotherapy, hormone therapy or radiation. Chemotherapy might also be used before surgery in certain situations.

There are many options for breast cancer treatment, and you may feel overwhelmed as you make complex decisions about your treatment. Consider seeking a second opinion from a breast specialist in a breast center or clinic. Talk to other women who have faced the same decision.

Breast cancer surgery

Operations used to treat breast cancer include:

Removing the breast cancer (lumpectomy). During a lumpectomy, which may be referred to as breast-conserving surgery or wide local excision, the surgeon removes the tumor and a small margin of surrounding healthy tissue.

A lumpectomy may be recommended for removing smaller tumors. Some people with larger tumors may undergo chemotherapy before surgery to shrink a tumor and make it possible to remove completely with a lumpectomy procedure.
Removing the entire breast (mastectomy). A mastectomy is an operation to remove all of your breast tissue. Most mastectomy procedures remove all of the breast tissue — the lobules, ducts, fatty tissue and some skin, including the nipple and areola (total or simple mastectomy).

Newer surgical techniques may be an option in selected cases in order to improve the appearance of the breast. Skin-sparing mastectomy and nipple-sparing mastectomy are increasingly common operations for breast cancer.
Removing a limited number of lymph nodes (sentinel node biopsy). To determine whether cancer has spread to your lymph nodes, your surgeon will discuss with you the role of removing the lymph nodes that are the first to receive the lymph drainage from your tumor.

If no cancer is found in those lymph nodes, the chance of finding cancer in any of the remaining lymph nodes is small and no other nodes need to be removed.
Removing several lymph nodes (axillary lymph node dissection). If cancer is found in the sentinel lymph nodes, your surgeon will discuss with you the role of removing additional lymph nodes in your armpit.
Removing both breasts. Some women with cancer in one breast may choose to have their other (healthy) breast removed (contralateral prophylactic mastectomy) if they have a very increased risk of cancer in the other breast because of a genetic predisposition or strong family history.

Most women with breast cancer in one breast will never develop cancer in the other breast. Discuss your breast cancer risk with your doctor, along with the benefits and risks of this procedure.

Complications of breast cancer surgery depend on the procedures you choose. Breast cancer surgery carries a risk of pain, bleeding, infection and arm swelling (lymphedema).

You may choose to have breast reconstruction after surgery. Discuss your options and preferences with your surgeon.

Consider a referral to a plastic surgeon before your breast cancer surgery. Your options may include reconstruction with a breast implant (silicone or water) or reconstruction using your own tissue. These operations can be performed at the time of your mastectomy or at a later date.

Radiation therapy

Radiation therapy uses high-powered beams of energy, such as X-rays and protons, to kill cancer cells. Radiation therapy is typically done using a large machine that aims the energy beams at your body (external beam radiation). But radiation can also be done by placing radioactive material inside your body (brachytherapy).

External beam radiation of the whole breast is commonly used after a lumpectomy. Breast brachytherapy may be an option after a lumpectomy if you have a low risk of cancer recurrence.

Doctors may also recommend radiation therapy to the chest wall after a mastectomy for larger breast cancers or cancers that have spread to the lymph nodes.

Breast cancer radiation can last from three days to six weeks, depending on the treatment. A doctor who uses radiation to treat cancer (radiation oncologist) determines which treatment is best for you based on your situation, your cancer type and the location of your tumor.

Side effects of radiation therapy include fatigue and a red, sunburn-like rash where the radiation is aimed. Breast tissue may also appear swollen or more firm. Rarely, more-serious problems may occur, such as damage to the heart or lungs or, very rarely, second cancers in the treated area.

Chemotherapy

Chemotherapy uses drugs to destroy fast-growing cells, such as cancer cells. If your cancer has a high risk of returning or spreading to another part of your body, your doctor may recommend chemotherapy after surgery to decrease the chance that the cancer will recur.

Chemotherapy is sometimes given before surgery in women with larger breast tumors. The goal is to shrink a tumor to a size that makes it easier to remove with surgery.

Chemotherapy is also used in women whose cancer has already spread to other parts of the body. Chemotherapy may be recommended to try to control the cancer and decrease any symptoms the cancer is causing.

Chemotherapy side effects depend on the drugs you receive. Common side effects include hair loss, nausea, vomiting, fatigue and an increased risk of developing an infection. Rare side effects can include premature menopause, infertility (if premenopausal), damage to the heart and kidneys, nerve damage, and, very rarely, blood cell cancer.

Hormone therapy

Hormone therapy — perhaps more properly termed hormone-blocking therapy — is used to treat breast cancers that are sensitive to hormones. Doctors refer to these cancers as estrogen receptor positive (ER positive) and progesterone receptor positive (PR positive) cancers.

Hormone therapy can be used before or after surgery or other treatments to decrease the chance of your cancer returning. If the cancer has already spread, hormone therapy may shrink and control it.

Treatments that can be used in hormone therapy include:

Medications that block hormones from attaching to cancer cells (selective estrogen receptor modulators)
Medications that stop the body from making estrogen after menopause (aromatase inhibitors)
Surgery or medications to stop hormone production in the ovaries

Hormone therapy side effects depend on your specific treatment, but may include hot flashes, night sweats and vaginal dryness. More serious side effects include a risk of bone thinning and blood clots.

Targeted therapy drugs

Targeted drug treatments attack specific abnormalities within cancer cells. As an example, several targeted therapy drugs focus on a protein that some breast cancer cells overproduce called human epidermal growth factor receptor 2 (HER2). The protein helps breast cancer cells grow and survive. By targeting cells that make too much HER2, the drugs can damage cancer cells while sparing healthy cells.

Targeted therapy drugs that focus on other abnormalities within cancer cells are available. And targeted therapy is an active area of cancer research.

Your cancer cells may be tested to see whether you might benefit from targeted therapy drugs. Some medications are used after surgery to reduce the risk that the cancer will return. Others are used in cases of advanced breast cancer to slow the growth of the tumor.

Immunotherapy

Immunotherapy uses your immune system to fight cancer. Your body's disease-fighting immune system may not attack your cancer because the cancer cells produce proteins that blind the immune system cells. Immunotherapy works by interfering with that process.

Immunotherapy might be an option if you have triple-negative breast cancer, which means that the cancer cells don't have receptors for estrogen, progesterone or HER2.

Supportive (palliative) care

Palliative care is specialized medical care that focuses on providing relief from pain and other symptoms of a serious illness. Palliative care specialists work with you, your family and your other doctors to provide an extra layer of support that complements your ongoing care. Palliative care can be used while undergoing other aggressive treatments, such as surgery, chemotherapy or radiation therapy.

When palliative care is used along with all of the other appropriate treatments, people with cancer may feel better and live longer.

Palliative care is provided by a team of doctors, nurses and other specially trained professionals. Palliative care teams aim to improve the quality of life for people with cancer and their families. This form of care is offered alongside curative or other treatments you may be receiving.

Clinical trials

Explore Mayo Clinic studies testing new treatments, interventions and tests as a means to prevent, detect, treat or manage this condition.

Alternative medicine

No alternative medicine treatments have been found to cure breast cancer. But complementary and alternative medicine therapies may help you cope with side effects of treatment when combined with your doctor's care.

Alternative medicine for fatigue

Many breast cancer survivors experience fatigue during and after treatment that can continue for years. When combined with your doctor's care, complementary and alternative medicine therapies may help relieve fatigue.

Talk with your doctor about:

Gentle exercise. If you get the OK from your doctor, start with gentle exercise a few times a week and add more if you feel up to it. Consider walking, swimming, yoga or tai chi.
Managing stress. Take control of the stress in your daily life. Try stress-reduction techniques such as muscle relaxation, visualization, and spending time with friends and family.
Expressing your feelings. Find an activity that allows you to write about or discuss your emotions, such as writing in a journal, participating in a support group or talking to a counselor.

Coping and support

A breast cancer diagnosis can be overwhelming. And just when you're trying to cope with the shock and the fears about your future, you're asked to make important decisions about your treatment.

Every person finds his or her own way of coping with a cancer diagnosis. Until you find what works for you, it might help to:

Learn enough about your breast cancer to make decisions about your care. If you'd like to know more about your breast cancer, ask your doctor for the details of your cancer — the type, stage and hormone receptor status. Ask for good sources of up-to-date information on your treatment options.

Knowing more about your cancer and your options may help you feel more confident when making treatment decisions. Still, some women may not want to know the details of their cancer. If this is how you feel, let your doctor know that, too.
Talk with other breast cancer survivors. You may find it helpful and encouraging to talk to others in your same situation. Contact the American Cancer Society to find out about support groups in your area and online.
Find someone to talk about your feelings with. Find a friend or family member who is a good listener, or talk with a clergy member or counselor. Ask your doctor for a referral to a counselor or other professional who works with cancer survivors.
Keep your friends and family close. Your friends and family can provide a crucial support network for you during your cancer treatment.

As you begin telling people about your breast cancer diagnosis, you'll likely get many offers for help. Think ahead about things you may want assistance with, whether it's having someone to talk to if you're feeling low or getting help preparing meals.
Maintain intimacy with your partner. In Western cultures, women's breasts are associated with attractiveness, femininity and sexuality. Because of these attitudes, breast cancer may affect your self-image and erode your confidence in intimate relationships. Talk to your partner about your insecurities and your feelings.

Preparing for your appointment

Consulting with your health care team

Women with breast cancer may have appointments with their primary care doctors as well as several other doctors and health professionals, including:

Breast health specialists
Breast surgeons
Doctors who specialize in diagnostic tests, such as mammograms (radiologists)
Doctors who specialize in treating cancer (oncologists)
Doctors who treat cancer with radiation (radiation oncologists)
Genetic counselors
Plastic surgeons

What you can do to prepare

Write down any symptoms you're experiencing, including any that may seem unrelated to the reason for which you scheduled the appointment.
Write down key personal information, including any major stresses or recent life changes.
Write down your family history of cancer. Note any family members who have had cancer, including how each member is related to you, the type of cancer, the age at diagnosis and whether each person survived.
Make a list of all medications, vitamins or supplements that you're taking.
Keep all of your records that relate to your cancer diagnosis and treatment. Organize your records in a binder or folder that you can take to your appointments.
Consider taking a family member or friend along. Sometimes it can be difficult to absorb all the information provided during an appointment. Someone who accompanies you may remember something that you missed or forgot.
Write down questions to ask your doctor.

Questions to ask your doctor

Your time with your doctor is limited, so preparing a list of questions will help make the most of your time together. List your questions from most important to least important in case time runs out. For breast cancer, some basic questions to ask your doctor include:

What type of breast cancer do I have?
What is the stage of my cancer?
Can you explain my pathology report to me? Can I have a copy for my records?
Do I need any more tests?
What treatment options are available for me?
What are the benefits from each treatment you recommend?
What are the side effects of each treatment option?
Will treatment cause menopause?
How will each treatment affect my daily life? Can I continue working?
Is there one treatment you recommend over the others?
How do you know that these treatments will benefit me?
What would you recommend to a friend or family member in my situation?
How quickly do I need to make a decision about cancer treatment?
What happens if I don't want cancer treatment?
What will cancer treatment cost?
Does my insurance plan cover the tests and treatment you're recommending?
Should I seek a second opinion? Will my insurance cover it?
Are there any brochures or other printed material that I can take with me? What websites or books do you recommend?
Are there any clinical trials or newer treatments that I should consider?

In addition to the questions that you've prepared to ask your doctor, don't hesitate to ask additional questions that may occur to you during your appointment.

What to expect from your doctor

Your doctor is likely to ask you a number of questions. Being ready to answer them may allow time later to cover other points you want to address. Your doctor may ask:

When did you first begin experiencing symptoms?
Have your symptoms been continuous or occasional?
How severe are your symptoms?
What, if anything, seems to improve your symptoms?
What, if anything, appears to worsen your symptoms?