| gene | effect | se | t.value | p.value | q.value | gene_name |
|---|---|---|---|---|---|---|
| ENSG00000132849 | 0.3078207 | 0.0580106 | 5.306284 | 0.0000002 | 0.0028415 | INADL |
| ENSG00000150337 | 0.3035799 | 0.0580936 | 5.225703 | 0.0000003 | 0.0028415 | FCGR1A |
| ENSG00000165973 | 0.2963359 | 0.0582325 | 5.088842 | 0.0000007 | 0.0036826 | NELL1 |
| ENSG00000114200 | 0.2925947 | 0.0583028 | 5.018539 | 0.0000009 | 0.0038660 | BCHE |
| ENSG00000058091 | 0.2825980 | 0.0584858 | 4.831908 | 0.0000023 | 0.0072676 | CDK14 |
| ENSG00000197859 | 0.2797305 | 0.0585370 | 4.778694 | 0.0000029 | 0.0072676 | ADAMTSL2 |
| ENSG00000237560 | 0.2788975 | 0.0585518 | 4.763261 | 0.0000031 | 0.0072676 | AC004562.1 |
| ENSG00000173041 | 0.2750606 | 0.0586192 | 4.692327 | 0.0000043 | 0.0087781 | ZNF680 |
| ENSG00000198205 | 0.2701460 | 0.0587041 | 4.601823 | 0.0000065 | 0.0117089 | ZXDA |
| ENSG00000261217 | 0.2686966 | 0.0587289 | 4.575206 | 0.0000073 | 0.0118602 | RP11-598D12.3 |
| ENSG00000157103 | 0.2633538 | 0.0588188 | 4.477378 | 0.0000112 | 0.0140856 | SLC6A1 |
| ENSG00000211938 | 0.2629241 | 0.0588259 | 4.469530 | 0.0000116 | 0.0140856 | IGHV3-7 |
| ENSG00000246273 | -0.2617038 | 0.0588461 | -4.447257 | 0.0000127 | 0.0140856 | SBF2-AS1 |
| ENSG00000112394 | 0.2609957 | 0.0588578 | 4.434342 | 0.0000135 | 0.0140856 | SLC16A10 |
| ENSG00000260047 | 0.2607143 | 0.0588625 | 4.429213 | 0.0000138 | 0.0140856 | RP11-989E6.2 |
| ENSG00000232079 | 0.2602754 | 0.0588697 | 4.421214 | 0.0000143 | 0.0140856 | AL035610.1 |
| ENSG00000185915 | -0.2599027 | 0.0588758 | -4.414423 | 0.0000147 | 0.0140856 | KLHL34 |
| ENSG00000154930 | -0.2553840 | 0.0589493 | -4.332268 | 0.0000209 | 0.0189044 | ACSS1 |
| ENSG00000165795 | 0.2530575 | 0.0589865 | 4.290089 | 0.0000249 | 0.0211974 | NDRG2 |
| ENSG00000108946 | 0.2512618 | 0.0590151 | 4.257587 | 0.0000286 | 0.0211974 | PRKAR1A |
| ENSG00000185860 | 0.2506129 | 0.0590253 | 4.245853 | 0.0000300 | 0.0211974 | C1orf110 |
| ENSG00000106868 | 0.2498820 | 0.0590368 | 4.232644 | 0.0000317 | 0.0211974 | SUSD1 |
| ENSG00000138449 | 0.2492378 | 0.0590470 | 4.221010 | 0.0000333 | 0.0211974 | SLC40A1 |
| ENSG00000270401 | 0.2489391 | 0.0590517 | 4.215616 | 0.0000340 | 0.0211974 | RP11-812E19.14 |
| ENSG00000108381 | 0.2478218 | 0.0590691 | 4.195454 | 0.0000370 | 0.0211974 | ASPA |
| ENSG00000233968 | 0.2477051 | 0.0590709 | 4.193349 | 0.0000373 | 0.0211974 | RP11-354E11.2 |
| ENSG00000163092 | -0.2477034 | 0.0590710 | -4.193319 | 0.0000373 | 0.0211974 | XIRP2 |
| ENSG00000234268 | -0.2473397 | 0.0590766 | -4.186761 | 0.0000384 | 0.0211974 | AP000936.1 |
| ENSG00000163754 | -0.2471631 | 0.0590794 | -4.183577 | 0.0000389 | 0.0211974 | GYG1 |
| ENSG00000273291 | 0.2466535 | 0.0590873 | 4.174391 | 0.0000404 | 0.0211974 | KRBOX1 |
| ENSG00000128973 | 0.2466465 | 0.0590874 | 4.174266 | 0.0000404 | 0.0211974 | CLN6 |
| ENSG00000178199 | 0.2462608 | 0.0590934 | 4.167317 | 0.0000416 | 0.0211974 | ZC3H12D |
| ENSG00000227165 | 0.2452032 | 0.0591097 | 4.148271 | 0.0000450 | 0.0222290 | WDR11-AS1 |
| ENSG00000260396 | 0.2439879 | 0.0591284 | 4.126406 | 0.0000492 | 0.0225597 | AC012065.7 |
| ENSG00000130962 | 0.2438921 | 0.0591299 | 4.124683 | 0.0000495 | 0.0225597 | PRRG1 |
| ENSG00000134256 | 0.2438212 | 0.0591310 | 4.123408 | 0.0000498 | 0.0225597 | CD101 |
| ENSG00000171444 | 0.2430990 | 0.0591420 | 4.110426 | 0.0000525 | 0.0231436 | MCC |
| ENSG00000180901 | -0.2415491 | 0.0591656 | -4.082591 | 0.0000588 | 0.0233914 | KCTD2 |
| ENSG00000102245 | 0.2414136 | 0.0591677 | 4.080159 | 0.0000594 | 0.0233914 | CD40LG |
| ENSG00000100097 | 0.2408725 | 0.0591759 | 4.070449 | 0.0000617 | 0.0233914 | LGALS1 |
| ENSG00000197852 | 0.2408213 | 0.0591767 | 4.069532 | 0.0000620 | 0.0233914 | FAM212B |
| ENSG00000197008 | 0.2407644 | 0.0591775 | 4.068510 | 0.0000622 | 0.0233914 | ZNF138 |
| ENSG00000237928 | 0.2405433 | 0.0591809 | 4.064546 | 0.0000632 | 0.0233914 | RP4-668G5.1 |
| ENSG00000150672 | 0.2400611 | 0.0591881 | 4.055898 | 0.0000655 | 0.0233914 | DLG2 |
| ENSG00000149269 | 0.2397996 | 0.0591921 | 4.051210 | 0.0000667 | 0.0233914 | PAK1 |
| ENSG00000163395 | -0.2396811 | 0.0591939 | -4.049086 | 0.0000673 | 0.0233914 | IGFN1 |
| ENSG00000117154 | 0.2396607 | 0.0591942 | 4.048722 | 0.0000674 | 0.0233914 | IGSF21 |
| ENSG00000264490 | -0.2382734 | 0.0592150 | -4.023870 | 0.0000745 | 0.0242825 | WI2-87327B8.1 |
| ENSG00000164619 | 0.2382372 | 0.0592155 | 4.023220 | 0.0000747 | 0.0242825 | BMPER |
| ENSG00000235888 | 0.2379896 | 0.0592192 | 4.018789 | 0.0000760 | 0.0242825 | AF064858.8 |
| ENSG00000170542 | 0.2376448 | 0.0592244 | 4.012617 | 0.0000779 | 0.0242825 | SERPINB9 |
| ENSG00000172116 | 0.2374751 | 0.0592269 | 4.009581 | 0.0000788 | 0.0242825 | CD8B |
| ENSG00000204536 | 0.2372477 | 0.0592303 | 4.005512 | 0.0000801 | 0.0242825 | CCHCR1 |
| ENSG00000155307 | 0.2371362 | 0.0592320 | 4.003518 | 0.0000808 | 0.0242825 | SAMSN1 |
| ENSG00000115290 | 0.2369483 | 0.0592348 | 4.000156 | 0.0000819 | 0.0242825 | GRB14 |
| ENSG00000204580 | -0.2361442 | 0.0592467 | -3.985778 | 0.0000867 | 0.0252540 | DDR1 |
| ENSG00000055070 | 0.2352123 | 0.0592605 | 3.969127 | 0.0000926 | 0.0256224 | SZRD1 |
| ENSG00000231831 | -0.2351204 | 0.0592618 | -3.967484 | 0.0000932 | 0.0256224 | MTHFD1P1 |
| ENSG00000224163 | -0.2350481 | 0.0592629 | -3.966194 | 0.0000937 | 0.0256224 | RP11-309L24.6 |
| ENSG00000089012 | 0.2347567 | 0.0592672 | 3.960990 | 0.0000956 | 0.0256224 | SIRPG |
| ENSG00000150201 | -0.2347328 | 0.0592675 | -3.960562 | 0.0000958 | 0.0256224 | FXYD4 |
| ENSG00000204282 | 0.2343621 | 0.0592730 | 3.953944 | 0.0000983 | 0.0257460 | TNRC6C-AS1 |
| ENSG00000149577 | 0.2340490 | 0.0592776 | 3.948356 | 0.0001005 | 0.0257460 | SIDT2 |
| ENSG00000155158 | 0.2339838 | 0.0592785 | 3.947192 | 0.0001010 | 0.0257460 | TTC39B |
| ENSG00000187840 | -0.2332818 | 0.0592888 | -3.934667 | 0.0001061 | 0.0266324 | EIF4EBP1 |
| ENSG00000137411 | -0.2326771 | 0.0592977 | -3.923883 | 0.0001107 | 0.0273648 | VARS2 |
| ENSG00000159197 | 0.2317281 | 0.0593115 | 3.906968 | 0.0001183 | 0.0288044 | KCNE2 |
| ENSG00000139644 | 0.2312009 | 0.0593191 | 3.897577 | 0.0001227 | 0.0294423 | TMBIM6 |
| ENSG00000136514 | 0.2308355 | 0.0593244 | 3.891071 | 0.0001259 | 0.0297620 | RTP4 |
| ENSG00000128655 | 0.2298928 | 0.0593380 | 3.874291 | 0.0001344 | 0.0313179 | PDE11A |
| ENSG00000158467 | 0.2296187 | 0.0593420 | 3.869414 | 0.0001370 | 0.0314674 | AHCYL2 |
| ENSG00000091128 | 0.2291993 | 0.0593480 | 3.861956 | 0.0001410 | 0.0315590 | LAMB4 |
| ENSG00000009950 | -0.2291741 | 0.0593484 | -3.861507 | 0.0001412 | 0.0315590 | MLXIPL |
| ENSG00000182132 | 0.2288145 | 0.0593535 | 3.855113 | 0.0001448 | 0.0319135 | KCNIP1 |
| ENSG00000138134 | 0.2284585 | 0.0593586 | 3.848784 | 0.0001484 | 0.0321686 | STAMBPL1 |
| ENSG00000163884 | -0.2283109 | 0.0593607 | -3.846162 | 0.0001499 | 0.0321686 | KLF15 |
| ENSG00000272138 | -0.2276929 | 0.0593695 | -3.835179 | 0.0001564 | 0.0328572 | RP11-27N21.3 |
| ENSG00000186834 | 0.2276235 | 0.0593705 | 3.833946 | 0.0001571 | 0.0328572 | HEXIM1 |
| ENSG00000100814 | -0.2270088 | 0.0593793 | -3.823031 | 0.0001638 | 0.0335979 | CCNB1IP1 |
| ENSG00000259953 | 0.2269273 | 0.0593804 | 3.821582 | 0.0001648 | 0.0335979 | RP11-4O1.2 |
| ENSG00000148942 | 0.2267259 | 0.0593833 | 3.818008 | 0.0001670 | 0.0336422 | SLC5A12 |
| ENSG00000007968 | 0.2262721 | 0.0593897 | 3.809953 | 0.0001723 | 0.0342758 | E2F2 |
| ENSG00000102452 | 0.2259862 | 0.0593938 | 3.804880 | 0.0001757 | 0.0345279 | NALCN |
| ENSG00000169302 | 0.2256057 | 0.0593992 | 3.798129 | 0.0001803 | 0.0350104 | STK32A |
| ENSG00000100767 | 0.2252655 | 0.0594040 | 3.792096 | 0.0001845 | 0.0354062 | PAPLN |
| ENSG00000066135 | 0.2247293 | 0.0594115 | 3.782589 | 0.0001913 | 0.0361043 | KDM4A |
| ENSG00000116584 | 0.2246062 | 0.0594132 | 3.780406 | 0.0001929 | 0.0361043 | ARHGEF2 |
| ENSG00000159267 | 0.2244643 | 0.0594152 | 3.777891 | 0.0001948 | 0.0361043 | HLCS |
| ENSG00000140382 | 0.2238918 | 0.0594233 | 3.767746 | 0.0002024 | 0.0367662 | HMG20A |
| ENSG00000123689 | 0.2235992 | 0.0594274 | 3.762563 | 0.0002065 | 0.0367662 | G0S2 |
| ENSG00000121807 | 0.2234659 | 0.0594292 | 3.760202 | 0.0002083 | 0.0367662 | CCR2 |
| ENSG00000162365 | 0.2231898 | 0.0594331 | 3.755313 | 0.0002122 | 0.0367662 | CYP4A22 |
| ENSG00000160185 | 0.2231012 | 0.0594343 | 3.753744 | 0.0002135 | 0.0367662 | UBASH3A |
| ENSG00000137331 | -0.2229770 | 0.0594361 | -3.751545 | 0.0002153 | 0.0367662 | IER3 |
| ENSG00000107317 | 0.2229327 | 0.0594367 | 3.750761 | 0.0002159 | 0.0367662 | PTGDS |
| ENSG00000173867 | -0.2228229 | 0.0594382 | -3.748817 | 0.0002175 | 0.0367662 | RP11-97O12.7 |
| ENSG00000173542 | 0.2227302 | 0.0594395 | 3.747176 | 0.0002189 | 0.0367662 | MOB1B |
| ENSG00000206052 | 0.2224491 | 0.0594434 | 3.742199 | 0.0002230 | 0.0367662 | DOK6 |
| ENSG00000127951 | 0.2224424 | 0.0594435 | 3.742081 | 0.0002231 | 0.0367662 | FGL2 |
| ENSG00000106178 | 0.2221733 | 0.0594472 | 3.737319 | 0.0002272 | 0.0368470 | CCL24 |
| ENSG00000137502 | 0.2221106 | 0.0594481 | 3.736209 | 0.0002281 | 0.0368470 | RAB30 |
| ENSG00000198053 | 0.2218269 | 0.0594520 | 3.731190 | 0.0002325 | 0.0369190 | SIRPA |
| ENSG00000268001 | 0.2217877 | 0.0594526 | 3.730498 | 0.0002331 | 0.0369190 | CTC-241F20.3 |
| ENSG00000243199 | -0.2211763 | 0.0594611 | -3.719684 | 0.0002428 | 0.0379610 | RP11-408P14.1 |
| ENSG00000211598 | 0.2210815 | 0.0594624 | 3.718006 | 0.0002443 | 0.0379610 | IGKV4-1 |
| ENSG00000175445 | -0.2204411 | 0.0594712 | -3.706685 | 0.0002550 | 0.0392373 | LPL |
| ENSG00000130714 | 0.2200926 | 0.0594760 | 3.700528 | 0.0002609 | 0.0396880 | POMT1 |
| ENSG00000184602 | -0.2199867 | 0.0594775 | -3.698656 | 0.0002627 | 0.0396880 | SNN |
| ENSG00000163064 | 0.2197877 | 0.0594802 | 3.695141 | 0.0002662 | 0.0397020 | EN1 |
| ENSG00000154654 | 0.2196701 | 0.0594818 | 3.693063 | 0.0002683 | 0.0397020 | NCAM2 |
| ENSG00000013725 | 0.2195671 | 0.0594832 | 3.691244 | 0.0002701 | 0.0397020 | CD6 |
| ENSG00000171236 | 0.2190455 | 0.0594904 | 3.682033 | 0.0002796 | 0.0407258 | LRG1 |
| ENSG00000158092 | 0.2188995 | 0.0594924 | 3.679455 | 0.0002823 | 0.0407557 | NCK1 |
| ENSG00000247774 | 0.2181704 | 0.0595023 | 3.666586 | 0.0002962 | 0.0423828 | PCED1B-AS1 |
| ENSG00000211895 | 0.2177685 | 0.0595078 | 3.659495 | 0.0003041 | 0.0428283 | IGHA1 |
| ENSG00000127585 | 0.2173819 | 0.0595131 | 3.652675 | 0.0003119 | 0.0428283 | FBXL16 |
| ENSG00000070159 | -0.2172655 | 0.0595146 | -3.650623 | 0.0003143 | 0.0428283 | PTPN3 |
| ENSG00000135426 | 0.2171856 | 0.0595157 | 3.649215 | 0.0003159 | 0.0428283 | TESPA1 |
| ENSG00000161929 | 0.2170319 | 0.0595178 | 3.646504 | 0.0003191 | 0.0428283 | SCIMP |
| ENSG00000115415 | 0.2170070 | 0.0595181 | 3.646064 | 0.0003196 | 0.0428283 | STAT1 |
| ENSG00000119922 | 0.2169867 | 0.0595184 | 3.645707 | 0.0003200 | 0.0428283 | IFIT2 |
| ENSG00000078142 | 0.2168077 | 0.0595208 | 3.642551 | 0.0003238 | 0.0428283 | PIK3C3 |
| ENSG00000100612 | 0.2167708 | 0.0595213 | 3.641901 | 0.0003246 | 0.0428283 | DHRS7 |
| ENSG00000164089 | -0.2164705 | 0.0595254 | -3.636607 | 0.0003310 | 0.0428283 | ETNPPL |
| ENSG00000121895 | 0.2162711 | 0.0595281 | 3.633093 | 0.0003353 | 0.0428283 | TMEM156 |
| ENSG00000176783 | 0.2162610 | 0.0595282 | 3.632914 | 0.0003356 | 0.0428283 | RUFY1 |
| ENSG00000160791 | 0.2162533 | 0.0595283 | 3.632779 | 0.0003357 | 0.0428283 | CCR5 |
| ENSG00000102471 | 0.2162389 | 0.0595285 | 3.632525 | 0.0003360 | 0.0428283 | NDFIP2 |
| ENSG00000129159 | -0.2157141 | 0.0595356 | -3.623279 | 0.0003477 | 0.0437834 | KCNC1 |
| ENSG00000091651 | 0.2153322 | 0.0595407 | 3.616552 | 0.0003564 | 0.0437834 | ORC6 |
| ENSG00000113088 | 0.2151814 | 0.0595428 | 3.613896 | 0.0003599 | 0.0437834 | GZMK |
| ENSG00000136840 | -0.2151136 | 0.0595437 | -3.612701 | 0.0003615 | 0.0437834 | ST6GALNAC4 |
| ENSG00000255517 | -0.2150699 | 0.0595443 | -3.611932 | 0.0003625 | 0.0437834 | CTD-3074O7.5 |
| ENSG00000091527 | -0.2150405 | 0.0595447 | -3.611416 | 0.0003632 | 0.0437834 | CDV3 |
| ENSG00000226650 | 0.2150349 | 0.0595447 | 3.611317 | 0.0003634 | 0.0437834 | KIF4B |
| ENSG00000128602 | 0.2147863 | 0.0595481 | 3.606939 | 0.0003693 | 0.0437834 | SMO |
| ENSG00000130592 | 0.2147382 | 0.0595487 | 3.606092 | 0.0003704 | 0.0437834 | LSP1 |
| ENSG00000168421 | 0.2146678 | 0.0595497 | 3.604853 | 0.0003721 | 0.0437834 | RHOH |
| ENSG00000172005 | 0.2146277 | 0.0595502 | 3.604148 | 0.0003731 | 0.0437834 | MAL |
| ENSG00000115641 | 0.2143127 | 0.0595544 | 3.598602 | 0.0003807 | 0.0441374 | FHL2 |
| ENSG00000159753 | 0.2142818 | 0.0595548 | 3.598058 | 0.0003815 | 0.0441374 | RLTPR |
| ENSG00000264569 | -0.2141458 | 0.0595567 | -3.595666 | 0.0003848 | 0.0442095 | RP13-650J16.1 |
| ENSG00000243927 | 0.2139916 | 0.0595587 | 3.592952 | 0.0003887 | 0.0442095 | MRPS6 |
| ENSG00000146376 | 0.2138444 | 0.0595607 | 3.590363 | 0.0003924 | 0.0442095 | ARHGAP18 |
| ENSG00000139626 | 0.2138224 | 0.0595610 | 3.589976 | 0.0003929 | 0.0442095 | ITGB7 |
| ENSG00000187773 | 0.2135954 | 0.0595640 | 3.585982 | 0.0003987 | 0.0445529 | FAM69C |
| ENSG00000101082 | 0.2134291 | 0.0595662 | 3.583056 | 0.0004030 | 0.0447255 | SLA2 |
| ENSG00000136381 | 0.2132849 | 0.0595681 | 3.580520 | 0.0004068 | 0.0448367 | IREB2 |
| ENSG00000166582 | -0.2131563 | 0.0595698 | -3.578259 | 0.0004101 | 0.0449051 | CENPV |
| ENSG00000198515 | 0.2129300 | 0.0595729 | 3.574278 | 0.0004161 | 0.0452582 | CNGA1 |
| ENSG00000123143 | -0.2120321 | 0.0595848 | -3.558495 | 0.0004408 | 0.0476174 | PKN1 |
| ENSG00000224680 | -0.2116465 | 0.0595899 | -3.551720 | 0.0004517 | 0.0484057 | PLA2G12AP1 |
| ENSG00000132821 | 0.2115685 | 0.0595909 | 3.550349 | 0.0004540 | 0.0484057 | VSTM2L |
| ENSG00000138379 | 0.2111839 | 0.0595960 | 3.543595 | 0.0004652 | 0.0492834 | MSTN |
| ENSG00000122547 | -0.2110054 | 0.0595983 | -3.540459 | 0.0004705 | 0.0495244 | EEPD1 |
| ENSG00000111786 | 0.2108661 | 0.0596001 | 3.538013 | 0.0004747 | 0.0496444 | SRSF9 |
| ENSG00000253552 | 0.2107116 | 0.0596022 | 3.535301 | 0.0004794 | 0.0497608 | HOXA-AS2 |
| ENSG00000257509 | 0.2106285 | 0.0596033 | 3.533842 | 0.0004819 | 0.0497608 | RP11-762I7.4 |
| ENSG00000158793 | 0.2105130 | 0.0596048 | 3.531814 | 0.0004855 | 0.0498116 | NIT1 |
| ENSG00000174125 | 0.2102815 | 0.0596078 | 3.527751 | 0.0004927 | 0.0499395 | TLR1 |
| ENSG00000115461 | 0.2102753 | 0.0596079 | 3.527642 | 0.0004929 | 0.0499395 | IGFBP5 |