| gene | effect | se | t.value | p.value | q.value | gene_name |
|---|---|---|---|---|---|---|
| ENSG00000140465 | 1.6795233 | 0.1534145 | 10.947614 | 0.0000000 | 0.0000000 | CYP1A1 |
| ENSG00000179163 | 0.8768884 | 0.1720543 | 5.096580 | 0.0000007 | 0.0056122 | FUCA1 |
| ENSG00000120318 | -0.8197445 | 0.1740087 | -4.710939 | 0.0000041 | 0.0188105 | ARAP3 |
| ENSG00000141622 | 0.8314183 | 0.1784020 | 4.660365 | 0.0000052 | 0.0188105 | RNF165 |
| ENSG00000105339 | -0.8074262 | 0.1758024 | -4.592806 | 0.0000070 | 0.0188105 | DENND3 |
| ENSG00000185624 | 0.8094851 | 0.1768739 | 4.576622 | 0.0000075 | 0.0188105 | P4HB |
| ENSG00000165512 | 0.8086030 | 0.1780711 | 4.540900 | 0.0000088 | 0.0188105 | ZNF22 |
| ENSG00000157782 | -0.7896137 | 0.1768442 | -4.465024 | 0.0000122 | 0.0188105 | CABP1 |
| ENSG00000113108 | 0.7766816 | 0.1739793 | 4.464219 | 0.0000123 | 0.0188105 | APBB3 |
| ENSG00000013619 | 0.7833886 | 0.1759656 | 4.451941 | 0.0000129 | 0.0188105 | MAMLD1 |
| ENSG00000008083 | 0.7873479 | 0.1770087 | 4.448076 | 0.0000132 | 0.0188105 | JARID2 |
| ENSG00000069122 | -0.7810580 | 0.1761099 | -4.435061 | 0.0000139 | 0.0188105 | GPR116 |
| ENSG00000185158 | 0.7835891 | 0.1787486 | 4.383749 | 0.0000173 | 0.0216241 | LRRC37B |
| ENSG00000247627 | -0.7279356 | 0.1672645 | -4.352004 | 0.0000198 | 0.0229765 | MTND4P12 |
| ENSG00000109861 | 0.7539256 | 0.1763509 | 4.275145 | 0.0000274 | 0.0296257 | CTSC |
| ENSG00000040341 | -0.7424846 | 0.1748774 | -4.245744 | 0.0000309 | 0.0313918 | STAU2 |
| ENSG00000231889 | 0.7497905 | 0.1775101 | 4.223932 | 0.0000339 | 0.0316680 | TRAF3IP2-AS1 |
| ENSG00000185386 | -0.7487276 | 0.1776260 | -4.215191 | 0.0000351 | 0.0316680 | MAPK11 |
| ENSG00000100897 | -0.7489257 | 0.1782457 | -4.201649 | 0.0000371 | 0.0317248 | DCAF11 |
| ENSG00000170989 | -0.7501512 | 0.1791306 | -4.187732 | 0.0000393 | 0.0319148 | S1PR1 |
| ENSG00000105327 | 0.7236005 | 0.1738298 | 4.162694 | 0.0000436 | 0.0334050 | BBC3 |
| ENSG00000250451 | 0.7136798 | 0.1718334 | 4.153323 | 0.0000453 | 0.0334050 | HOXC-AS1 |
| ENSG00000147526 | -0.7330599 | 0.1772479 | -4.135789 | 0.0000486 | 0.0338594 | TACC1 |
| ENSG00000196843 | 0.7342501 | 0.1782835 | 4.118441 | 0.0000522 | 0.0338594 | ARID5A |
| ENSG00000100234 | -0.7394916 | 0.1797026 | -4.115086 | 0.0000529 | 0.0338594 | TIMP3 |
| ENSG00000108219 | -0.7301122 | 0.1776898 | -4.108915 | 0.0000542 | 0.0338594 | TSPAN14 |
| ENSG00000141753 | 0.7192807 | 0.1755458 | 4.097395 | 0.0000568 | 0.0338766 | IGFBP4 |
| ENSG00000213799 | -0.7159387 | 0.1750592 | -4.089696 | 0.0000586 | 0.0338766 | ZNF845 |
| ENSG00000204308 | -0.7101981 | 0.1743940 | -4.072378 | 0.0000629 | 0.0338766 | RNF5 |
| ENSG00000116679 | -0.7128813 | 0.1753319 | -4.065895 | 0.0000645 | 0.0338766 | IVNS1ABP |
| ENSG00000178343 | -0.7252433 | 0.1784042 | -4.065169 | 0.0000647 | 0.0338766 | SHISA3 |
| ENSG00000102755 | -0.7203436 | 0.1776704 | -4.054381 | 0.0000676 | 0.0340555 | FLT1 |
| ENSG00000126878 | -0.7327087 | 0.1809935 | -4.048260 | 0.0000692 | 0.0340555 | AIF1L |
| ENSG00000172350 | -0.7167165 | 0.1779712 | -4.027149 | 0.0000753 | 0.0357754 | ABCG4 |
| ENSG00000161649 | -0.7180215 | 0.1786939 | -4.018165 | 0.0000781 | 0.0357754 | CD300LG |
| ENSG00000131791 | -0.7183608 | 0.1790180 | -4.012785 | 0.0000798 | 0.0357754 | PRKAB2 |
| ENSG00000157152 | -0.7070627 | 0.1764479 | -4.007203 | 0.0000816 | 0.0357754 | SYN2 |
| ENSG00000171428 | -0.7018399 | 0.1754647 | -3.999892 | 0.0000840 | 0.0358592 | NAT1 |
| ENSG00000248527 | -0.6784816 | 0.1701169 | -3.988327 | 0.0000879 | 0.0358844 | MTATP6P1 |
| ENSG00000145506 | 0.7102309 | 0.1781473 | 3.986762 | 0.0000884 | 0.0358844 | NKD2 |
| ENSG00000067369 | -0.7037974 | 0.1773123 | -3.969254 | 0.0000948 | 0.0371092 | TP53BP1 |
| ENSG00000113790 | -0.7112025 | 0.1793296 | -3.965897 | 0.0000960 | 0.0371092 | EHHADH |
| ENSG00000136237 | -0.7053529 | 0.1782769 | -3.956501 | 0.0000996 | 0.0376113 | RAPGEF5 |
| ENSG00000263470 | 0.6881640 | 0.1744003 | 3.945887 | 0.0001039 | 0.0380763 | RP11-160O5.1 |
| ENSG00000101445 | -0.7061405 | 0.1793873 | -3.936402 | 0.0001078 | 0.0380763 | PPP1R16B |
| ENSG00000221978 | 0.6819091 | 0.1732413 | 3.936182 | 0.0001079 | 0.0380763 | CCNL2 |
| ENSG00000181915 | -0.6881637 | 0.1751303 | -3.929439 | 0.0001108 | 0.0382625 | ADO |
| ENSG00000070882 | 0.6984005 | 0.1789048 | 3.903755 | 0.0001225 | 0.0409666 | OSBPL3 |
| ENSG00000176422 | -0.7018792 | 0.1799118 | -3.901240 | 0.0001237 | 0.0409666 | SPRYD4 |
| ENSG00000132305 | -0.6924625 | 0.1777880 | -3.894877 | 0.0001268 | 0.0411524 | IMMT |
| ENSG00000158352 | -0.6910295 | 0.1790963 | -3.858423 | 0.0001460 | 0.0427300 | SHROOM4 |
| ENSG00000169087 | 0.6633906 | 0.1720022 | 3.856874 | 0.0001469 | 0.0427300 | HSPBAP1 |
| ENSG00000153310 | 0.6744636 | 0.1748765 | 3.856801 | 0.0001469 | 0.0427300 | FAM49B |
| ENSG00000185621 | -0.6690970 | 0.1737661 | -3.850561 | 0.0001505 | 0.0427300 | LMLN |
| ENSG00000001461 | -0.6874143 | 0.1785541 | -3.849894 | 0.0001509 | 0.0427300 | NIPAL3 |
| ENSG00000120156 | -0.6848255 | 0.1780373 | -3.846528 | 0.0001528 | 0.0427300 | TEK |
| ENSG00000127328 | -0.6913931 | 0.1798422 | -3.844444 | 0.0001541 | 0.0427300 | RAB3IP |
| ENSG00000158864 | -0.6759771 | 0.1763782 | -3.832543 | 0.0001613 | 0.0427300 | NDUFS2 |
| ENSG00000182224 | -0.6914257 | 0.1804686 | -3.831280 | 0.0001620 | 0.0427300 | CYB5D1 |
| ENSG00000173442 | 0.6803657 | 0.1776034 | 3.830815 | 0.0001623 | 0.0427300 | EHBP1L1 |
| ENSG00000117691 | 0.6338894 | 0.1654718 | 3.830800 | 0.0001623 | 0.0427300 | NENF |
| ENSG00000109016 | 0.6760673 | 0.1765480 | 3.829368 | 0.0001632 | 0.0427300 | DHRS7B |
| ENSG00000272506 | 0.6761929 | 0.1768917 | 3.822639 | 0.0001675 | 0.0430071 | RP4-535B20.4 |
| ENSG00000120798 | 0.6708127 | 0.1756944 | 3.818066 | 0.0001704 | 0.0430071 | NR2C1 |
| ENSG00000198400 | 0.6823929 | 0.1790245 | 3.811730 | 0.0001746 | 0.0430071 | NTRK1 |
| ENSG00000157916 | 0.6523632 | 0.1711640 | 3.811334 | 0.0001749 | 0.0430071 | RER1 |
| ENSG00000152583 | -0.6732471 | 0.1771896 | -3.799585 | 0.0001829 | 0.0430642 | SPARCL1 |
| ENSG00000138061 | 0.6793200 | 0.1788894 | 3.797431 | 0.0001844 | 0.0430642 | CYP1B1 |
| ENSG00000079819 | -0.6769082 | 0.1783316 | -3.795784 | 0.0001856 | 0.0430642 | EPB41L2 |
| ENSG00000198844 | -0.6657144 | 0.1753934 | -3.795551 | 0.0001857 | 0.0430642 | ARHGEF15 |
| ENSG00000146856 | 0.6804982 | 0.1796901 | 3.787066 | 0.0001918 | 0.0438497 | AGBL3 |
| ENSG00000116016 | -0.6722599 | 0.1782629 | -3.771172 | 0.0002037 | 0.0455252 | EPAS1 |
| ENSG00000184992 | -0.6760295 | 0.1793251 | -3.769854 | 0.0002048 | 0.0455252 | BRI3BP |
| ENSG00000146469 | -0.6727069 | 0.1791068 | -3.755899 | 0.0002159 | 0.0457933 | VIP |
| ENSG00000111046 | 0.6663794 | 0.1777044 | 3.749931 | 0.0002208 | 0.0457933 | MYF6 |
| ENSG00000124593 | -0.6677372 | 0.1781761 | -3.747624 | 0.0002227 | 0.0457933 | PRICKLE4 |
| ENSG00000160271 | 0.6688970 | 0.1785164 | 3.746978 | 0.0002232 | 0.0457933 | RALGDS |
| ENSG00000166575 | 0.6707175 | 0.1791672 | 3.743529 | 0.0002262 | 0.0457933 | TMEM135 |
| ENSG00000146729 | -0.6518312 | 0.1741389 | -3.743169 | 0.0002265 | 0.0457933 | GBAS |
| ENSG00000255794 | -0.6664192 | 0.1781842 | -3.740057 | 0.0002291 | 0.0457933 | RMST |
| ENSG00000186166 | 0.6625994 | 0.1773017 | 3.737129 | 0.0002317 | 0.0457933 | CCDC84 |
| ENSG00000234936 | 0.6600472 | 0.1767931 | 3.733443 | 0.0002349 | 0.0457933 | AC010883.5 |
| ENSG00000155849 | -0.6713963 | 0.1799859 | -3.730271 | 0.0002377 | 0.0457933 | ELMO1 |
| ENSG00000023171 | 0.6746322 | 0.1810517 | 3.726185 | 0.0002414 | 0.0457933 | GRAMD1B |
| ENSG00000144136 | 0.6431938 | 0.1730440 | 3.716938 | 0.0002499 | 0.0457933 | SLC20A1 |
| ENSG00000229589 | 0.6682588 | 0.1801427 | 3.709607 | 0.0002569 | 0.0457933 | ACVR2B-AS1 |
| ENSG00000110881 | 0.6699316 | 0.1806020 | 3.709435 | 0.0002570 | 0.0457933 | ASIC1 |
| ENSG00000151789 | -0.6589346 | 0.1777025 | -3.708077 | 0.0002583 | 0.0457933 | ZNF385D |
| ENSG00000141232 | 0.6521532 | 0.1758862 | 3.707813 | 0.0002586 | 0.0457933 | TOB1 |
| ENSG00000272734 | 0.6613557 | 0.1785374 | 3.704299 | 0.0002620 | 0.0457933 | ADIRF-AS1 |
| ENSG00000117013 | 0.6561662 | 0.1771444 | 3.704131 | 0.0002622 | 0.0457933 | KCNQ4 |
| ENSG00000133401 | -0.6446788 | 0.1740547 | -3.703886 | 0.0002624 | 0.0457933 | PDZD2 |
| ENSG00000221890 | -0.6654845 | 0.1797163 | -3.702973 | 0.0002633 | 0.0457933 | NPTXR |
| ENSG00000247556 | -0.6641925 | 0.1794620 | -3.701020 | 0.0002652 | 0.0457933 | OIP5-AS1 |
| ENSG00000185477 | -0.6621500 | 0.1793129 | -3.692706 | 0.0002736 | 0.0460378 | GPRIN3 |
| ENSG00000248923 | -0.6262152 | 0.1700039 | -3.683534 | 0.0002831 | 0.0460378 | MTND5P11 |
| ENSG00000142082 | -0.6594883 | 0.1790523 | -3.683215 | 0.0002834 | 0.0460378 | SIRT3 |
| ENSG00000123472 | -0.6517722 | 0.1773757 | -3.674529 | 0.0002927 | 0.0460378 | ATPAF1 |
| ENSG00000206052 | -0.6582236 | 0.1792279 | -3.672551 | 0.0002949 | 0.0460378 | DOK6 |
| ENSG00000203943 | 0.6468451 | 0.1761668 | 3.671775 | 0.0002957 | 0.0460378 | SAMD13 |
| ENSG00000187922 | -0.6596466 | 0.1796585 | -3.671670 | 0.0002958 | 0.0460378 | LCN10 |
| ENSG00000184551 | -0.6549891 | 0.1784928 | -3.669554 | 0.0002981 | 0.0460378 | AC132872.1 |
| ENSG00000169242 | -0.6500788 | 0.1771661 | -3.669318 | 0.0002984 | 0.0460378 | EFNA1 |
| ENSG00000178163 | -0.6577342 | 0.1793437 | -3.667451 | 0.0003005 | 0.0460378 | ZNF518B |
| ENSG00000172236 | 0.6574326 | 0.1792624 | 3.667432 | 0.0003005 | 0.0460378 | TPSAB1 |
| ENSG00000131730 | -0.6601040 | 0.1801300 | -3.664598 | 0.0003037 | 0.0460378 | CKMT2 |
| ENSG00000182851 | -0.6514048 | 0.1778465 | -3.662737 | 0.0003058 | 0.0460378 | GPIHBP1 |
| ENSG00000103044 | -0.6575215 | 0.1795415 | -3.662225 | 0.0003064 | 0.0460378 | HAS3 |
| ENSG00000167088 | 0.6468225 | 0.1776589 | 3.640812 | 0.0003316 | 0.0487859 | SNRPD1 |
| ENSG00000126775 | 0.6415844 | 0.1763162 | 3.638829 | 0.0003340 | 0.0487859 | ATG14 |
| ENSG00000164318 | -0.6397751 | 0.1758692 | -3.637790 | 0.0003353 | 0.0487859 | EGFLAM |
| ENSG00000028310 | 0.6477890 | 0.1781274 | 3.636660 | 0.0003367 | 0.0487859 | BRD9 |
| ENSG00000204301 | -0.6524602 | 0.1797907 | -3.628999 | 0.0003463 | 0.0491253 | NOTCH4 |
| ENSG00000116698 | -0.6205210 | 0.1710518 | -3.627678 | 0.0003480 | 0.0491253 | SMG7 |
| ENSG00000228623 | -0.6500591 | 0.1793604 | -3.624317 | 0.0003523 | 0.0491253 | ZNF883 |
| ENSG00000011198 | -0.6496599 | 0.1792594 | -3.624134 | 0.0003525 | 0.0491253 | ABHD5 |
| ENSG00000227666 | -0.6511414 | 0.1799287 | -3.618885 | 0.0003594 | 0.0491253 | RP11-490F3.1 |
| ENSG00000167434 | -0.6491419 | 0.1793845 | -3.618717 | 0.0003596 | 0.0491253 | CA4 |
| ENSG00000232006 | -0.6539271 | 0.1807294 | -3.618267 | 0.0003602 | 0.0491253 | AC005537.2 |