| Supplementary Table 1. POI, insomnia and neural circadian markers curated gene lists 1 (Di-Battista et al., 2020; Ruth et al., 2021) 2(Abel et al., 2020; Jansen et al., 2019; Rijo-Ferreira & Takahashi, 2019; Watanabe et al., 2022) 3 (Wen et al., 2020). | ||||
| (1) List of POI related genes | (2) List of insomniarelated genes | POI and insomnia intersect genes | (3) List of neural circadian markers | POI and neural circadian markers intersect list |
|---|---|---|---|---|
| AARS2 | TRPC7 | CDK2AP1 | GNAS | AR |
| AIRE | DAB1 | MON1A | AVP | PRKACA |
| ALOX12B | LEMD2 | WDR12 | SYT1 | IGF1R |
| AMH | PTPRD | MLN | MEF2C | PRKACB |
| AR | PHF2 | CARF | DLK1 | PRKACG |
| ATG7 | SNX29 | LRPPRC | PPP1R17 | FOX01 |
| ATG9A | BTBD9 | ATG7 | PEG10 | GNAS |
| ATM | NOL4L | R3HDM2 | CHODL | REN |
| BMP15 | CSMD3 | POLR3H | RORB | CCT6A |
| BMPR1B | RNF123 | INHBC | CCDC136 | |
| BNC1 | IP6K1 | POLG | FAM122B | |
| BRCA2 | OLFM4 | IPO7 | HS6ST2 | |
| CDKN1B | TMEM161B | DENND1A | FAM162A | |
| CLPP | MEIS1 | SBNO1 | TESC | |
| CPEB1 | CNTN5 | BAG5 | VGF | |
| CSB-PGBD3 | FOXP2 | FANCI | RPS14 | |
| DACH2 | SDK1 | TOP3A | DBI | |
| DIAPH2 | RBFOX1 | SLC25A12 | SLIT2 | |
| DMC1 | DCC | TOP3B | RASD1 | |
| EIF4ENIF1 | KDM4B | EIF4E | PLCD4 | |
| ESR1 | SEMA3F | UIMC1 | PRNP | |
| FANCA | STRBP | RREB1 | APBB2 | |
| FANCL | PDE2A | HLA-B | RASGRF1 | |
| FANCM | IP6K3 | ELAVL2 | SH3KBP1 | |
| FIGLA | GLIS3 | CNNM2 | PCLO | |
| FMR1 | FAM198A | LYG1 | LCORL | |
| FOXL2 | SNCA | PPM1F | AVPI1 | |
| FSHR | UQCC2 | NMS | ||
| GDF9 | C12orf65 | 2010204K13RIK | ||
| HARS2 | TCF12 | RASA4 | ||
| HFM1 | RBM5 | RAB3B | ||
| HSD17B4 | FES | CYGB | ||
| IGSF10 | GPR139 | PDE2A | ||
| INHA | DCAKD | THSD7A | ||
| KHDRBS1 | RBM4 | TUBA1A | ||
| LARS2 | GNAO1 | ZBTB20 | ||
| LHCGR | FAM120A | SCN9A | ||
| LHX8 | TM9SF4 | MXD4 | ||
| LRPPRC | FOXP1 | LIAS | ||
| MCM8 | PURG | CD63 | ||
| MCM9 | EFNA5 | RORA | ||
| MEIOB | CAMKV | MTPN | ||
| MND1 | RILPL2 | MID1IP1 | ||
| MRPS22 | BSN | PMM1 | ||
| MSH4 | ZBTB26 | RPL18 | ||
| MSH5 | ASCC3 | 1700037H04RIK | ||
| NANOS3 | MST1R | LDHA | ||
| NOBOX | TRAIP | ZFAND6 | ||
| NOTCH2 | SPI1 | DNAJC21 | ||
| NR5A1 | DIAPH3 | GDA | ||
| NUP107 | ITPR3 | VIP | ||
| PGRMC1 | ASXL1 | PPP1R1A | ||
| PMM2 | LIN28B | CHGA | ||
| POF1B | FAM172A | C1QL3 | ||
| POLG | RBM6 | SYT10 | ||
| POLR2C | MON1B | ATP1B1 | ||
| POLR3H | NMT1 | IGFBP5 | ||
| PSMC3IP | UNC5D | CADPS2 | ||
| PTHB1 | BRINP3 | CALB2 | ||
| SALL4 | SNF8 | PAM | ||
| SF1 | SALL1 | HBEGF | ||
| SGOL2 | CHCHD3 | RASL11B | ||
| SMC1β | MTA3 | IQSEC3 | ||
| SOHLH2 | MLLT10 | LHX1OS | ||
| SPIDR | CDK2AP1 | SIX3OS1 | ||
| STAG3 | KIF3B | POU2F2 | ||
| SYCE1 | RABGAP1 | LHX1 | ||
| TGFBR3 | CCDC148 | OCIAD2 | ||
| TP63 | RC3H2 | EPHB1 | ||
| TRIM37 | CDHR4 | STK32A | ||
| TWNK | CCDC36 | ADCY3 | ||
| WDR62 | MPHOSPH9 | CAMK2D | ||
| WT1 | MON1A | SLC2A13 | ||
| WWTR1 | PDE4B | GPX3 | ||
| ABHD12 | SLC39A13 | VAT1L | ||
| ACACA | SYCE1L | GAD1 | ||
| ACSBG1 | NTM | WBP5 | ||
| ACSL1 | ACTN3 | PCDH19 | ||
| ACSL3 | KCNIP4 | CHST1 | ||
| ADNP | PIK3C2A | PBX1 | ||
| ADSS | GRIA1 | VSNL1 | ||
| AFF3 | CDH8 | NRSN1 | ||
| AL162431.1 | MED27 | GRIK1 | ||
| ANAPC4 | UGP2 | RGS16 | ||
| ANKRD30A | RBM14-RBM4 | GPD2 | ||
| APOLD1 | HS6ST3 | SLC12A2 | ||
| APTX | UBE2Z | PARM1 | ||
| ARHGEF18 | FURIN | TPPP3 | ||
| ARID3A | IGF2BP1 | CDK5R1 | ||
| ARID3B | SERGEF | SLC24A3 | ||
| AS1 | ASXL3 | HMGB3 | ||
| ATCAY | CCDC71 | UBL3 | ||
| ATXN8OS | ZBTB6 | PDCD4 | ||
| BAG5 | TOX3 | SPOCK2 | ||
| BCL2 | ATP2B2 | FLRT3 | ||
| BCL2L11 | CCS | FUT9 | ||
| BIRC6 | BOLL | NPAS4 | ||
| BLK | PSMC3 | CEBPG | ||
| BLNK | FYN | CCK | ||
| BMP4 | CDH13 | SCG2 | ||
| BOD1L1 | RBM4B | PROKR2 | ||
| BRCA1 | TCF4 | 4930426D05RIK | ||
| BRD3 | PLCL1 | NSMF | ||
| BRE | NUCB2 | NDRG1 | ||
| BTBD1 | ZNF580 | PRR5L | ||
| CALCR | HCK | COL25A1 | ||
| CARF | SAMD5 | CST3 | ||
| CASC22 | RAB1B | PEA15A | ||
| CBFA2T3 | KLF7 | VIPR2 | ||
| CCNT2 | WDR90 | MRPL41 | ||
| CCT6A | VWC2 | LBH | ||
| CDIP1 | TMX2 | ALCAM | ||
| CDK2AP1 | COG5 | GSTA4 | ||
| CHAMP1 | ZNF865 | ZIC1 | ||
| CHD7 | PLCH1 | B3GAT2 | ||
| CHEK2 | FAM222B | CDH13 | ||
| CIT | SERPING1 | GAS7 | ||
| CNNM2 | DDX39B | TLE4 | ||
| CPEB4 | STAU1 | GADD45G | ||
| CPNE1 | CCDC178 | ADD3 | ||
| CTD-2085J24.4 | HBP1 | KHDRBS2 | ||
| DCAF4L1 | SLC35B4 | NTM | ||
| DDIT4L | NEGR1 | ATP2A2 | ||
| DDX5 | DOCK3 | GRIA1 | ||
| DEFB125 | C10orf11 | MSMO1 | ||
| DENND1A | ROBO2 | CAMK1D | ||
| DEPTOR | RAPGEF2 | PRKCA | ||
| DIDO1 | ARHGAP15 | ZIC4 | ||
| DMRT1 | BBS1 | DGKG | ||
| DNA2 | RPL4 | SLC39A6 | ||
| DNAJC11 | LUZP2 | NOS1AP | ||
| DNAJC7 | MOB4 | TSHZ2 | ||
| DNER | ZWILCH | SYT17 | ||
| DPPA3 | SLC4A10 | AKAP17B | ||
| EAPP | ZDHHC24 | GABRG3 | ||
| EBF3 | MAP2K1 | TACC2 | ||
| EFHC2 | SPTBN2 | FOSB | ||
| EIF4E | SETD8 | EDIL3 | ||
| EIF4EBP1 | ZPBP | MYO10 | ||
| ELAVL2 | FGF14 | JAM3 | ||
| ENTPD1 | TMEM219 | SQLE | ||
| ERBB2 | EXD3 | LRP8 | ||
| ERLIN1 | VWC2L | DBPHT2 | ||
| ESRP1 | ACBD4 | KLF6 | ||
| ESYT2 | SNAPC5 | HMGCS1 | ||
| ETAA1 | WDR12 | GRP | ||
| ETS1 | GNAT1 | SYNPR | ||
| EXO1 | FIBCD1 | CD24A | ||
| FAAP24 | ICA1L | SPOCK3 | ||
| FAM172BP | SYT14 | PCP4 | ||
| FAM208B | NLRP9 | TPBG | ||
| FAM83F | MMRN1 | LIN7A | ||
| FANCB | KIF2A | PPFIA2 | ||
| FANCI | UBE3B | CBLN2 | ||
| FBXL17 | FRS3 | PCDH9 | ||
| FGFRL1 | AGAP1 | NGB | ||
| FIGNL1 | MLN | PCSK1N | ||
| FLJ26245 | RHOT2 | TENM2 | ||
| FOXO1 | GIP | GABRG1 | ||
| FSHB | GALNT2 | FXYD7 | ||
| FTO | MSRA | GAP43 | ||
| GAB2 | B3GAT1 | GABRA2 | ||
| GBAS | TANC2 | PLCB1 | ||
| GCKR | C5orf30 | ARHGAP6 | ||
| GEMIN5 | TRAF4 | RPRM | ||
| GJA1 | KCTD10 | CTHRC1 | ||
| GK | NPAS3 | SLC12A5 | ||
| GMPR | IPO11 | TPD52L1 | ||
| GNAS | RBM14 | MATK | ||
| GORASP2 | KCTD13 | RBFOX3 | ||
| GPCPD1 | ATP5G1 | GABRB1 | ||
| GSPT1 | BAZ2B | TMEM91 | ||
| GSTM4 | IQCK | KLHL13 | ||
| GTF2A1L | MCCD1 | TENM4 | ||
| HCAR2 | ZC3H7B | PTPRD | ||
| HEATR3 | SORCS3 | RAB3C | ||
| HELB | ARFGEF2 | PRKCE | ||
| HELQ | DPP3 | NSG2 | ||
| HIST1H2BJ | NFE2L1 | SH3GL2 | ||
| HLA-B | RHOD | AR | ||
| HLA-DQA1 | COPZ1 | TCAF1 | ||
| HLA-E | ZBTB37 | TIMP2 | ||
| HOXD4 | CBX1 | KCND2 | ||
| IGF1 | MST1 | NRP1 | ||
| IGFBP1 | TAOK2 | CAMK2N1 | ||
| IKZF2 | FBXL16 | PPP3CA | ||
| ING4 | MBNL1 | MAGI1 | ||
| INHBB | PELI3 | JUNB | ||
| INHBC | DNM1 | D930028M14RIK | ||
| INO80 | ZDHHC5 | BDNF | ||
| IPO7 | SLC38A3 | IRS4 | ||
| IPO8 | MFSD1 | PTN | ||
| ITIH3 | HEXIM2 | DDC | ||
| KCNQ1 | CTNND1 | RPH3A | ||
| KDELR3 | ZNF784 | PKIB | ||
| KLF10 | LYRM1 | OLFM1 | ||
| KNL1 | RAPSN | CELF4 | ||
| KPNA3 | MAP3K9 | AHI1 | ||
| L3MBTL3 | HTR1F | NRXN3 | ||
| LBR | PPA2 | MGAT4C | ||
| LINC00824 | NRG3 | NAP1L5 | ||
| LRRC32 | ZNF521 | RMST | ||
| LYG1 | DUPD1 | SLC24A2 | ||
| MAFTRR | C3orf84 | SYN2 | ||
| MAP2K2 | DPH7 | KHDRBS3 | ||
| MBTPS2 | ZMYND19 | PPM1L | ||
| MCM10 | CACNA2D2 | NEGR1 | ||
| MICA | CSMD1 | ADCY2 | ||
| MIR3977 | RASGEF1C | SIX6 | ||
| MLN | NCAPG | PKP4 | ||
| MON1A | PDCD11 | PAK1 | ||
| MRPS31 | UHRF1BP1 | CXXC5 | ||
| MSH6 | GPRC5B | BCL11A | ||
| MSI2 | ZFHX4 | ZCCHC17 | ||
| NADK2 | RFTN2 | CALM3 | ||
| NAMPT | STOML1 | 1110004F10RIK | ||
| NDUFV3 | MED12L | DPYSL3 | ||
| NLRP11 | RGS17 | EPHA4 | ||
| NLRP4 | CARF | SEPW1 | ||
| NMRK2 | SNX11 | 4930447C04RIK | ||
| NSUN4 | KCNMB2 | TUBB2A | ||
| NUP62 | PITPNM2 | MRAP2 | ||
| OOEP | STOX1 | PNMA3 | ||
| OPA1 | HAAO | ABCA5 | ||
| OR5V1 | HSPE1-MOB4 | ABCD3 | ||
| PAPD7 | ASPHD1 | ABI3BP | ||
| PARL | TET1 | ACP6 | ||
| PELO | C15orf59 | ACSS1 | ||
| PEX5 | LRPPRC | ACTN1 | ||
| PFKM | MVK | ADAMTS20 | ||
| PIWIL1 | VEGFA | ADGB | ||
| PMF1 | MYO1H | ADGRB1 | ||
| PNKP | RET | ADGRB2 | ||
| PNP | PLAGL2 | ADGRG1 | ||
| PPARG | USP49 | ADGRL3 | ||
| PPIH | TCF7L2 | ADK | ||
| PPM1B | MMAB | ADORA1 | ||
| PPM1F | DCAF16 | AGRN | ||
| PPP1CB | ARRDC1 | AIFM3 | ||
| PPP2R3A | C11orf31 | AKAP8 | ||
| PPP5C | PLEKHA7 | ALDH7A1 | ||
| PQLC1 | KMT2A | ALKBH2 | ||
| PRIM1 | MAPKAPK3 | AMBRA1 | ||
| PRKDC | TET2 | AMHR2 | ||
| PRR3 | BAK1 | ANGPTL4 | ||
| PRRC2A | FAM57B | ANKS1B | ||
| PTPRJ | KLHDC8B | ANP32A | ||
| PVT1 | ATG7 | AP1M1 | ||
| R3HDM2 | PLCD3 | APIP | ||
| RAD18 | P2RY12 | APLP1 | ||
| RAD51 | PCLO | ARF5 | ||
| RAD54L | PRMT6 | ARL1 | ||
| RASAL2 | ABCC8 | ARL6IP1 | ||
| RBBP8 | RPS13 | ARMCX2 | ||
| RBM25 | NICN1 | ASB8 | ||
| RBM26 | C6orf106 | ATOH8 | ||
| RBM46 | CCDC77 | ATP2C1 | ||
| REV3L | RNF130 | ATP5G2 | ||
| RHBDL2 | GRM5 | ATP5SL | ||
| RIBC2 | CTDSP2 | AVPR1A | ||
| RIF1 | ASTN2 | AZIN1 | ||
| RNF220 | PRKAR2B | B230303O12RIK | ||
| RNF44 | BAG6 | BACH1 | ||
| RPA1 | DUSP13 | BAZ2A | ||
| RPAIN | C16orf62 | BC030336 | ||
| RREB1 | PRICKLE4 | BGN | ||
| RTEL1 | MYBPC3 | BLCAP | ||
| RUNX1 | APOE | BLMH | ||
| SBNO1 | TIPIN | BLOC1S5 | ||
| SCAP | NUP160 | BMP1 | ||
| SCCPDH | CTNNA3 | BOLA2 | ||
| SERAC1 | ADGRB3 | BORCS5 | ||
| SH3PXD2B | CTSF | BRMS1 | ||
| SIRT1 | P2RY14 | BTBD17 | ||
| SLC25A12 | MICB | C1GALT1C1 | ||
| SLC9A8 | SNRPC | CABLES1 | ||
| SLCO4A1 | AGBL2 | CACNA1H | ||
| SLMAP | DEFB124 | CADM1 | ||
| SNTA1 | RANGAP1 | CALR | ||
| SOD2 | CYB561 | CAPN2 | ||
| SPATA2 | SMAD5 | CASKIN1 | ||
| SPRTN | DNAH11 | CCDC18 | ||
| SPRY4 | LOC81691 | CCDC25 | ||
| SPTSSA | PAM | CCDC50-PS | ||
| SRP9 | LAMB2 | CCDC66 | ||
| SRPK1 | CCAR1 | CCNYL1 | ||
| STON1 | UBA7 | CCT2 | ||
| SV2A | DUSP6 | CCT6A | ||
| SYCP2L | MEI1 | CD276 | ||
| TBC1D1 | PEBP4 | CDC25A | ||
| TDRD3 | R3HDM2 | CDC42SE1 | ||
| TFAP2C | CCDC134 | CDK9 | ||
| TGFBR2 | PCDH1 | CDYL | ||
| TIPARP | PHLPP1 | CELSR2 | ||
| TLK1 | DOC2A | CENPU | ||
| TMEM120B | COPZ2 | CEP83 | ||
| TMEM169 | HOMER2 | CHCHD1 | ||
| TMEM86B | SEC11C | CHKB | ||
| TNPO3 | PCGF6 | CIART | ||
| TNRC18 | DUSP15 | CIRBP | ||
| TOP3A | TSTA3 | CLDN10 | ||
| TOP3B | FNBP4 | CMTM3 | ||
| TP53BP1 | DIS3L | CMTR2 | ||
| TRA2A | RHOA | CNPY3 | ||
| TRIM33 | PHF7 | CNTRL | ||
| TSC22D2 | TPH1 | COLGALT1 | ||
| U2SURP | ARHGEF7 | COPS7A | ||
| UBE2L3 | POLR3H | CORO1C | ||
| UBXN2A | PKP4 | COX4I2 | ||
| UFD1L | HIVEP3 | CP | ||
| UIMC1 | FAM173A | CPEB1 | ||
| UPRT | TTLL6 | CPEB2 | ||
| UQCRC1 | ERI3 | CPLX2 | ||
| USP3 | N6AMT2 | CPSF3 | ||
| USP34 | GABBR1 | CPT1C | ||
| USP7 | NFE2 | CREB1 | ||
| USPL1 | ALDOA | CRELD2 | ||
| WASIR2 | ARSG | CSF2RA | ||
| WDR12 | IQCH | CSMD1 | ||
| WNK1 | COPS7A | CSPG5 | ||
| WRB | ZBTB20 | CTPS | ||
| WWOX | PHF14 | CTSA | ||
| YBX2 | TOB2 | CUEDC1 | ||
| YBX3 | SGSM2 | CUL9 | ||
| YDJC | PLEKHM2 | CUX1 | ||
| YY2 | ATP1B1 | CX3CL1 | ||
| ZAR1 | ZNF664 | D16ERTD472E | ||
| ZCCHC2 | TRDN | D730045B01RIK | ||
| ZCCHC8 | LINGO2 | DAZAP2 | ||
| ZFP42 | KCNG3 | DBP | ||
| ZFPM1 | INHBC | DCLK2 | ||
| ZNF208 | DNAH1 | DCLRE1C | ||
| ZNF275 | DCUN1D3 | DDHD2 | ||
| ZNF518A | C2orf47 | DDX3Y | ||
| ZNF638 | TEX10 | DHCR7 | ||
| ZNF704 | INVS | DHDH | ||
| ZNF728 | BTBD7 | DIAPH3 | ||
| ZNF91 | CD101 | DNAH7C | ||
| ZRANB1 | C3orf62 | DNAJC3 | ||
| ZXDC | GPR21 | DPM2 | ||
| MBTPS2 / YY2 | TMEM64 | DUSP16 | ||
| SLL4 | UNC79 | DZIP1L | ||
| ERCC6 | P2RX3 | E130215H24RIK | ||
| SOHLH1 | RBM39 | E130311K13RIK | ||
| AMHR2 | NRG1 | EFHD1 | ||
| IL11 | RASGRF2 | EIF5 | ||
| KSR2 | EMG1 | |||
| ERI2 | EP400 | |||
| RASGEF1A | EPB41L5 | |||
| OR2J2 | EPN1 | |||
| KLC2 | ERCC1 | |||
| FNIP2 | ERCC2 | |||
| ERAL1 | ETHE1 | |||
| GREB1L | F3 | |||
| KIF5A | FABP7 | |||
| CSDC2 | FAM107A | |||
| SOX5 | FAM120B | |||
| CAMKMT | FAM136A | |||
| SEMA3G | FAM160B2 | |||
| XPO4 | FAM20B | |||
| PRKN | FAM214A | |||
| C15orf40 | FAM222A | |||
| CASC10 | FAM45A | |||
| MYO16 | FAM84A | |||
| GIN1 | FAM96A | |||
| UBR5 | FBXL12OS | |||
| MACROD2 | FBXL3 | |||
| ATAD5 | FBXO17 | |||
| TCTA | FERMT2 | |||
| MMS22L | FGFR2 | |||
| WDR82 | FGFR3 | |||
| PACS1 | FHOD3 | |||
| LCTL | FJX1 | |||
| EIF4E3 | FKBP8 | |||
| PCDH12 | FOXJ2 | |||
| AKT3 | FOXO1 | |||
| ACTN2 | FOXO3 | |||
| SLC7A5 | FZD5 | |||
| GPR22 | FZD7 | |||
| YPEL1 | FZR1 | |||
| KDM5A | G6PC3 | |||
| ASCL1 | GALT | |||
| SERPINC1 | GCDH | |||
| XPNPEP1 | GDPD2 | |||
| BEND7 | GGT7 | |||
| PCDH9 | GLTSCR1 | |||
| PICALM | GLUL | |||
| NHP2L1 | GM10419 | |||
| EYS | GM10714 | |||
| RORB | GM10827 | |||
| PHF5A | GM11868 | |||
| PDCL2 | GM12758 | |||
| C5orf28 | GM12791 | |||
| SRRM2 | GM13436 | |||
| TWF2 | GM13736 | |||
| QRICH1 | GM14450 | |||
| HEXIM1 | GM14630 | |||
| TAL1 | GM15432 | |||
| RASGRP1 | GM15500 | |||
| CCDC78 | GM20515 | |||
| NCR3LG1 | GM24379 | |||
| C1QTNF4 | GM26910 | |||
| UGGT2 | GM28151 | |||
| KLC1 | GM29199 | |||
| EFCAB13 | GM36963 | |||
| HMGA2 | GM37174 | |||
| PACRG | GM37274 | |||
| HOXB3 | GM42829 | |||
| CNTNAP5 | GM43254 | |||
| CPNE7 | GM43343 | |||
| POLG | GM43462 | |||
| ANKFY1 | GM43681 | |||
| ARAP1 | GM44421 | |||
| CLOCK | GM44432 | |||
| UHRF1 | GM4953 | |||
| U2AF2 | GM5141 | |||
| MDGA1 | GM5607 | |||
| MYO18A | GM5652 | |||
| INO80E | GM5841 | |||
| C16orf72 | GM6467 | |||
| PTK2 | GM7132 | |||
| LGALS3 | GM715 | |||
| RANBP17 | GM8054 | |||
| HNRNPUL2 | GM8394 | |||
| DMXL2 | GM8643 | |||
| DAG1 | GM9333 | |||
| TEFM | GM996 | |||
| DEFB115 | GPC1 | |||
| NADK | GPT2 | |||
| DNAJC1 | GRIK4 | |||
| GNL1 | GRINA | |||
| SLC39A8 | GSR | |||
| ADARB1 | GUCY1A3 | |||
| LHFP | HACD4 | |||
| HLA-G | HAUS3 | |||
| TTC36 | HERC4 | |||
| IPO7 | HERPUD1 | |||
| SLC22A23 | HIPK1 | |||
| PAIP1 | HIST1H4J | |||
| HSPA12A | HNRNPC | |||
| SP4 | HNRNPL | |||
| KNOP1 | HSP90AB1 | |||
| NOS1 | HSP90B1 | |||
| USP20 | HSPA2 | |||
| PPP4C | HSPA4L | |||
| ZNF420 | HSPA5 | |||
| MED19 | HSPA8 | |||
| C1QTNF7 | HSPH1 | |||
| RIMS3 | HTATSF1 | |||
| PSMD14 | ID1 | |||
| SORBS2 | ID3 | |||
| PAX6 | ID4 | |||
| DIMT1 | IDS | |||
| RBL2 | IFT74 | |||
| ASB1 | IGF2R | |||
| THUMPD1 | IMMT | |||
| INA | INPP5B | |||
| ZMYND8 | ITIH3 | |||
| EP300 | ITPKC | |||
| NCKIPSD | JAM2 | |||
| AVL9 | JMY | |||
| DENND1A | JTB | |||
| SPAG5 | KARS | |||
| CCDC92 | KCNA2 | |||
| TMEM106B | KCND3 | |||
| TBL2 | KCNJ3 | |||
| RPP21 | KDSR | |||
| OGFOD2 | KIF5B | |||
| POPDC3 | KIRREL3 | |||
| ADCY9 | KLC4 | |||
| CYB5D2 | KLF7 | |||
| TRIM27 | KLF9 | |||
| NPAS4 | KLHL21 | |||
| CD3D | KMT2B | |||
| SKAP1 | KY | |||
| GABRB2 | LAP3 | |||
| PAX5 | LASP1 | |||
| MLF2 | LENG8 | |||
| METTL16 | LEPROTL1 | |||
| NFASC | LFNG | |||
| SH3TC2 | LGR6 | |||
| TEF | LHFPL2 | |||
| STAB1 | LIMCH1 | |||
| RTN4 | LIN7C | |||
| NCAM1 | LRRC58 | |||
| SBNO1 | LY6C1 | |||
| FBXL13 | LY6G6D | |||
| ADCK1 | LY6H | |||
| WDR24 | LYSMD2 | |||
| SLC23A3 | MAML1 | |||
| AS3MT | MAPK1 | |||
| TRAF3IP1 | MAPT | |||
| NPY | MAT2A | |||
| TSPAN5 | MAX | |||
| OXR1 | MCL1 | |||
| LYRM2 | MCMBP | |||
| LDB2 | MCPH1 | |||
| GYLTL1B | MEAF6 | |||
| PRRG2 | METRN | |||
| SMARCC1 | MFAP2 | |||
| SKIL | MFSD2A | |||
| TTLL11 | MICAL1 | |||
| SNW1 | MIEF2 | |||
| TYW5 | MIR9-3HG | |||
| ACSM3 | MIRG | |||
| ARIH2 | MLEC | |||
| CHADL | MMP14 | |||
| JMY | MOB3C | |||
| BSCL2 | MOB4 | |||
| LCORL | MPC2 | |||
| RORA | MPP1 | |||
| CALB2 | MPZL1 | |||
| NBEAL1 | MRPL21 | |||
| GLO1 | MRPL23 | |||
| USMG5 | MRPS22 | |||
| EYA2 | MRS2 | |||
| RNF19B | MSI1 | |||
| FOXE3 | MTX3 | |||
| FGGY | N4BP3 | |||
| INADL | NAA40 | |||
| IL23R | NBN | |||
| CRYZ | NDEL1 | |||
| FUBP1 | NDUFV3 | |||
| GTF2B | NEDD1 | |||
| WDR3 | NFKBIA | |||
| RPRD2 | NIN | |||
| AQP10 | NISCH | |||
| MAEL | NKX6-2 | |||
| RGS16 | NOTUM | |||
| ACBD3 | NPRL3 | |||
| SFMBT2 | NR1D1 | |||
| ARHGAP21 | NR1D2 | |||
| EGR2 | NRARP | |||
| NRBF2 | NT5M | |||
| VDAC2 | NTHL1 | |||
| BTRC | NTSR2 | |||
| NT5C2 | NUDT16 | |||
| WDR96 | NUDT19 | |||
| CCKBR | NUDT8 | |||
| ZNF143 | OLFR287 | |||
| DNAJC24 | ORMDL3 | |||
| NDUFS3 | OSBPL1A | |||
| MTCH2 | P4HA1 | |||
| CLP1 | PAFAH1B1 | |||
| METTL12 | PAFAH2 | |||
| EED | PANK1 | |||
| CTSC | PAPSS1 | |||
| GXYLT1 | PAQR6 | |||
| TUBA1B | PAQR8 | |||
| TUBA1A | PARP3 | |||
| TUBA1C | PCCB | |||
| LEMD3 | PCNX3 | |||
| ATXN7L3B | PDE4D | |||
| BRAP | PDE4DIP | |||
| FBXO21 | PDIA3 | |||
| DNAH10OS | PER1 | |||
| B3GALTL | PER2 | |||
| CLDN10 | PFKFB4 | |||
| STK24 | PGAM5 | |||
| TEX29 | PGM2 | |||
| SSTR1 | PGS1 | |||
| VRK1 | PIAS3 | |||
| BAG5 | PIGA | |||
| SPATA5L1 | PIGT | |||
| SEMA6D | PIK3C2B | |||
| ONECUT1 | PIP4K2A | |||
| MAP2K5 | PIP5K1C | |||
| PML | PLCE1 | |||
| KIAA1199 | PLD1 | |||
| FANCI | PLEKHD1 | |||
| SLCO3A1 | POLA1 | |||
| IGF1R | POLE4 | |||
| STUB1 | PPARD | |||
| TCEB2 | PPCS | |||
| SLX1B | PPFIBP1 | |||
| MAPK3 | PPOX | |||
| GOT2 | PPP1R15B | |||
| ZNRF1 | PPP3R1 | |||
| LDHD | PRDM9 | |||
| CNTNAP4 | PRDX6 | |||
| FBXO31 | PRPF40B | |||
| TSR1 | PSMD3 | |||
| SHISA6 | PSMD7 | |||
| TOP3A | PSPH | |||
| DHRS13 | PTER | |||
| NF1 | PTPRR | |||
| HOXB4 | PUF60 | |||
| PSMC5 | PXDN | |||
| BPTF | PYGO2 | |||
| SDK2 | QSER1 | |||
| ARHGDIA | QSOX1 | |||
| ASPSCR1 | RAB34 | |||
| RAC3 | RABEPK | |||
| MEX3C | RALGPS2 | |||
| KCNG2 | RANBP9 | |||
| PRDX2 | RAP1GAP | |||
| RNASEH2A | RARRES2 | |||
| SYCE2 | RASA2 | |||
| FARSA | RAVER2 | |||
| CALR | RB1CC1 | |||
| GATAD2A | RBM27 | |||
| USF2 | RBM4 | |||
| PAK4 | RDH5 | |||
| A1BG | RECQL | |||
| TRIM28 | REEP4 | |||
| MYT1L | REXO2 | |||
| OXER1 | RFXANK | |||
| BCL11A | RFXAP | |||
| ACTR1B | RHBDD1 | |||
| DDX18 | RIDA | |||
| CCDC93 | RIF1 | |||
| MARCO | RMDN2 | |||
| ORC4 | RMND5B | |||
| TANK | RNASEH2B | |||
| B3GALT1 | RNF11 | |||
| DYNC1I2 | RNF115 | |||
| SLC25A12 | ROCK2 | |||
| ATP5G3 | RP23-316L10.2 | |||
| AGPS | RP23-425N12.2 | |||
| C2orf69 | RP24-246F6.2 | |||
| PCSK2 | RP24-77E13.10 | |||
| XRN2 | RPE | |||
| FRG1B | RPL36A | |||
| NOL4L-DT | RPS6KC1 | |||
| CD40 | RSAD1 | |||
| ZBTB46 | RUNDC3A | |||
| OPRL1 | RUVBL2 | |||
| TOP3B | RXRG | |||
| TOMM22 | SASH1 | |||
| CBX6 | SCN2B | |||
| PMM1 | SDC4 | |||
| SEC13 | SDF2L1 | |||
| VGLL4 | SDF4 | |||
| THRB | SDHAF2 | |||
| USP4 | SELT | |||
| CGGBP1 | SEMA4A | |||
| IFT57 | SENP5 | |||
| MYH15 | SEP15 | |||
| ATP2C1 | SEPT7 | |||
| EPHB1 | SERBP1 | |||
| ZIC4 | SESN1 | |||
| FXR1 | SF1 | |||
| C3orf70 | SF3B6 | |||
| PAQR3 | SFRP2 | |||
| PRDM8 | SFRP5 | |||
| EIF4E | SFXN3 | |||
| KIAA1109 | SHISA4 | |||
| ADCY2 | SIL1 | |||
| MAP1B | SIVA1 | |||
| MRPS27 | SKIL | |||
| NREP | SLC13A3 | |||
| EPB41L4A | SLC20A2 | |||
| PRR16 | SLC23A4 | |||
| CTNNA1 | SLC24A4 | |||
| KCTD16 | SLC25A23 | |||
| CSNK1A1 | SLC27A1 | |||
| FAXDC2 | SLC2A10 | |||
| TENM2 | SLC35F6 | |||
| UIMC1 | SLC37A3 | |||
| RGS14 | SLC38A1 | |||
| TMED9 | SLC3A2 | |||
| SQSTM1 | SLC6A11 | |||
| MAPK9 | SLC6A9 | |||
| RREB1 | SLC7A10 | |||
| PHACTR1 | SLC7A6 | |||
| HIST1H2BD | SLCO4A1 | |||
| HLA-B | SLITRK2 | |||
| FANCE | SMARCD2 | |||
| MED20 | SMC1A | |||
| BYSL | SNCAIP | |||
| BAI3 | SNX3 | |||
| FAM135A | SORBS1 | |||
| RIMS1 | SOX4 | |||
| EPHA7 | SRC | |||
| HACE1 | SREBF1 | |||
| C1GALT1 | SREBF2 | |||
| POU6F2 | SRGAP2 | |||
| BCL7B | SSBP4 | |||
| C7orf62 | ST6GALNAC4 | |||
| LRWD1 | STARD9 | |||
| RASA4 | STAU1 | |||
| POLR2J2 | STRADA | |||
| BCAP29 | STRBP | |||
| IMMP2L | STT3B | |||
| CPED1 | STXBP5 | |||
| LRRC4 | SUGP1 | |||
| PTN | TACO1 | |||
| CCAR2 | TBCK | |||
| CLU | TCF25 | |||
| ANK1 | TCF7L2 | |||
| TGS1 | TDRP | |||
| TERF1 | TEF | |||
| UBE2W | TELO2 | |||
| OTUD6B | TERF2IP | |||
| UQCRB | TFB2M | |||
| RIMS2 | TFCP2 | |||
| ELAVL2 | TGFBRAP1 | |||
| POLR1E | TGIF2 | |||
| TOMM5 | TLE6 | |||
| STX17 | TMCC1 | |||
| TNC | TMEM100 | |||
| NEK6 | TMEM128 | |||
| GLE1 | TMEM240 | |||
| NTNG2 | TMEM248 | |||
| FCN1 | TMEM251 | |||
| QSOX2 | TMEM44 | |||
| NELFB | TMEM74B | |||
| PDK3 | TMEM82 | |||
| ARHGEF6 | TMEM88B | |||
| VAMP3 | TMEM94 | |||
| PER3 | TMPO | |||
| DDI2 | TNFAIP8L1 | |||
| COL16A1 | TNK2 | |||
| BAI2 | TNKS2 | |||
| PDZK1IP1 | TOB2 | |||
| CMPK1 | TOM1L2 | |||
| MAN1A2 | TOMM6OS | |||
| TARS2 | TOX | |||
| ECM1 | TPR | |||
| ARNT | TPRKB | |||
| RFX5 | TRAF5 | |||
| RIIAD1 | TRIL | |||
| MRPL9 | TRIM2 | |||
| TDRKH | TRIM32 | |||
| HRNR | TRIM9 | |||
| ILDR2 | TRMT61A | |||
| GPA33 | TRP53INP1 | |||
| NAV1 | TSC22D3 | |||
| LMOD1 | TSN | |||
| CSGALNACT2 | TSPAN4 | |||
| ADO | TSPAN9 | |||
| POLL | TSPYL1 | |||
| TMEM180 | TUBGCP2 | |||
| ARL3 | TXNDC15 | |||
| CNNM2 | UBAP1 | |||
| CALHM2 | UBXN7 | |||
| CALHM1 | UCHL3 | |||
| LRRC27 | USP2 | |||
| KNDC1 | USP53 | |||
| PRKCDBP | USP9X | |||
| WEE1 | VPS37B | |||
| NR1H3 | VWC2 | |||
| FAM180B | WIPI1 | |||
| SPDYC | WNK3 | |||
| LOC728975 | WNT7B | |||
| CTSW | WSB1 | |||
| C11orf73 | WWC1 | |||
| TYR | XRCC5 | |||
| ALKBH8 | ZDHHC16 | |||
| ELMOD1 | ZEB1 | |||
| SPATA19 | ZFHX4 | |||
| JAM3 | ZFP26 | |||
| LMBR1L | ZFP27 | |||
| POC1B | ZFP318 | |||
| ACACB | ZFP362 | |||
| NAA25 | ZFP46 | |||
| HECTD4 | ZFP503 | |||
| CCDC62 | ZFP518B | |||
| ABCB9 | ZFP553 | |||
| ARL6IP4 | ZFP566 | |||
| ARHGEF40 | ZFP598 | |||
| OR5AU1 | ZFP747 | |||
| DAAM1 | ZFP764 | |||
| CCDC175 | ZFP846 | |||
| RTN1 | ZHX1 | |||
| TRMT61A | ZKSCAN3 | |||
| ZNF280D | ZMIZ1 | |||
| SKOR1 | ZNFX1 | |||
| TMEM8A | ZRANB2 | |||
| PIGQ | ZSCAN20 | |||
| FAM195A | ZW10 | |||
| RHBDL1 | ZZZ3 | |||
| PRSS33 | ||||
| ZG16B | ||||
| PDXDC1 | ||||
| NTAN1 | ||||
| RRN3 | ||||
| QPRT | ||||
| TBX6 | ||||
| NDRG4 | ||||
| SLC38A7 | ||||
| ADAMTS18 | ||||
| GFAP | ||||
| HOXB2 | ||||
| HOXB6 | ||||
| LRRC45 | ||||
| CCDC57 | ||||
| HOOK2 | ||||
| RTBDN | ||||
| DNASE2 | ||||
| GCDH | ||||
| MEF2BNB | ||||
| TM6SF2 | ||||
| MAU2 | ||||
| LSR | ||||
| MAG | ||||
| CD22 | ||||
| FFAR1 | ||||
| COX7A1 | ||||
| ZFP82 | ||||
| ZNF566 | ||||
| ZNF260 | ||||
| ZNF529 | ||||
| ZNF567 | ||||
| ZNF850 | ||||
| ZNF781 | ||||
| ZNF607 | ||||
| NCCRP1 | ||||
| APOC1 | ||||
| ZNF544 | ||||
| ZNF584 | ||||