Total significant genes: 153
| gene |
effect |
se |
t.value |
p.value |
q.value |
gene_name |
| ENSG00000138688 |
-0.3395130 |
0.0592809 |
-5.727195 |
0.0000000 |
0.0004876 |
KIAA1109 |
| ENSG00000177453 |
-0.3083951 |
0.0595297 |
-5.180526 |
0.0000005 |
0.0038006 |
NIM1 |
| ENSG00000173221 |
0.3015300 |
0.0612905 |
4.919689 |
0.0000016 |
0.0060807 |
GLRX |
| ENSG00000226950 |
-0.2964812 |
0.0605869 |
-4.893485 |
0.0000018 |
0.0060807 |
DANCR |
| ENSG00000185482 |
0.2914671 |
0.0596313 |
4.887819 |
0.0000018 |
0.0060807 |
STAC3 |
| ENSG00000011347 |
-0.2929615 |
0.0610395 |
-4.799537 |
0.0000027 |
0.0065234 |
SYT7 |
| ENSG00000170153 |
-0.2905038 |
0.0605291 |
-4.799409 |
0.0000027 |
0.0065234 |
RNF150 |
| ENSG00000037637 |
0.2903488 |
0.0612275 |
4.742133 |
0.0000036 |
0.0066381 |
FBXO42 |
| ENSG00000121753 |
0.2853518 |
0.0601969 |
4.740309 |
0.0000036 |
0.0066381 |
BAI2 |
| ENSG00000138435 |
0.2869142 |
0.0610101 |
4.702731 |
0.0000043 |
0.0070783 |
CHRNA1 |
| ENSG00000099260 |
0.2763742 |
0.0602439 |
4.587586 |
0.0000071 |
0.0107494 |
PALMD |
| ENSG00000150201 |
-0.2795515 |
0.0615219 |
-4.543937 |
0.0000086 |
0.0111653 |
FXYD4 |
| ENSG00000198205 |
0.2807591 |
0.0618282 |
4.540959 |
0.0000087 |
0.0111653 |
ZXDA |
| ENSG00000176783 |
0.2771975 |
0.0614765 |
4.509002 |
0.0000100 |
0.0114264 |
RUFY1 |
| ENSG00000119401 |
0.2735790 |
0.0610104 |
4.484138 |
0.0000112 |
0.0114264 |
TRIM32 |
| ENSG00000261005 |
-0.2746561 |
0.0613389 |
-4.477682 |
0.0000115 |
0.0114264 |
CTB-58E17.1 |
| ENSG00000105649 |
-0.2774854 |
0.0621758 |
-4.462915 |
0.0000123 |
0.0114264 |
RAB3A |
| ENSG00000143632 |
-0.2672076 |
0.0599008 |
-4.460835 |
0.0000124 |
0.0114264 |
ACTA1 |
| ENSG00000158186 |
0.2690848 |
0.0604990 |
4.447759 |
0.0000131 |
0.0114534 |
MRAS |
| ENSG00000197576 |
0.2676432 |
0.0603623 |
4.433946 |
0.0000139 |
0.0115474 |
HOXA4 |
| ENSG00000229320 |
-0.2741193 |
0.0624749 |
-4.387669 |
0.0000169 |
0.0131933 |
KRT8P12 |
| ENSG00000101542 |
0.2699344 |
0.0616331 |
4.379695 |
0.0000175 |
0.0131933 |
CDH20 |
| ENSG00000078549 |
-0.2718892 |
0.0622405 |
-4.368362 |
0.0000184 |
0.0131933 |
ADCYAP1R1 |
| ENSG00000262445 |
0.2642315 |
0.0606577 |
4.356109 |
0.0000194 |
0.0131933 |
CTD-2545H1.2 |
| ENSG00000182333 |
0.2646003 |
0.0608213 |
4.350454 |
0.0000198 |
0.0131933 |
LIPF |
| ENSG00000117450 |
0.2655920 |
0.0612862 |
4.333636 |
0.0000213 |
0.0136215 |
PRDX1 |
| ENSG00000250230 |
-0.2652434 |
0.0619132 |
-4.284121 |
0.0000262 |
0.0161539 |
RP11-855O10.2 |
| ENSG00000070159 |
-0.2641807 |
0.0619421 |
-4.264959 |
0.0000284 |
0.0166172 |
PTPN3 |
| ENSG00000226306 |
-0.2634368 |
0.0618360 |
-4.260250 |
0.0000290 |
0.0166172 |
NPY6R |
| ENSG00000141401 |
0.2579942 |
0.0611007 |
4.222444 |
0.0000339 |
0.0186465 |
IMPA2 |
| ENSG00000197852 |
0.2542398 |
0.0602972 |
4.216441 |
0.0000348 |
0.0186465 |
FAM212B |
| ENSG00000159720 |
0.2575816 |
0.0613186 |
4.200712 |
0.0000371 |
0.0191439 |
ATP6V0D1 |
| ENSG00000121851 |
0.2597807 |
0.0619275 |
4.194916 |
0.0000380 |
0.0191439 |
POLR3GL |
| ENSG00000164442 |
0.2531860 |
0.0605186 |
4.183610 |
0.0000398 |
0.0194657 |
CITED2 |
| ENSG00000224982 |
0.2515284 |
0.0603887 |
4.165158 |
0.0000429 |
0.0199293 |
TMEM233 |
| ENSG00000198589 |
-0.2540956 |
0.0611253 |
-4.156965 |
0.0000444 |
0.0199293 |
LRBA |
| ENSG00000138131 |
0.2557009 |
0.0616030 |
4.150784 |
0.0000455 |
0.0199293 |
LOXL4 |
| ENSG00000139209 |
0.2538407 |
0.0611558 |
4.150724 |
0.0000455 |
0.0199293 |
SLC38A4 |
| ENSG00000242282 |
-0.2583723 |
0.0623699 |
-4.142577 |
0.0000471 |
0.0200063 |
AC108488.4 |
| ENSG00000204022 |
0.2556685 |
0.0617974 |
4.137208 |
0.0000481 |
0.0200063 |
LIPJ |
| ENSG00000065361 |
0.2495433 |
0.0606236 |
4.116270 |
0.0000524 |
0.0212533 |
ERBB3 |
| ENSG00000130707 |
0.2521912 |
0.0614043 |
4.107063 |
0.0000544 |
0.0213597 |
ASS1 |
| ENSG00000108528 |
-0.2543076 |
0.0620291 |
-4.099813 |
0.0000560 |
0.0213597 |
SLC25A11 |
| ENSG00000107295 |
-0.2516428 |
0.0615526 |
-4.088253 |
0.0000587 |
0.0213597 |
SH3GL2 |
| ENSG00000172409 |
0.2492367 |
0.0609669 |
4.088065 |
0.0000587 |
0.0213597 |
CLP1 |
| ENSG00000196090 |
-0.2534430 |
0.0620863 |
-4.082106 |
0.0000602 |
0.0213597 |
PTPRT |
| ENSG00000161016 |
-0.2507306 |
0.0614344 |
-4.081275 |
0.0000604 |
0.0213597 |
RPL8 |
| ENSG00000167772 |
0.2511461 |
0.0617963 |
4.064095 |
0.0000647 |
0.0224123 |
ANGPTL4 |
| ENSG00000131149 |
0.2511071 |
0.0620940 |
4.043985 |
0.0000701 |
0.0237991 |
GSE1 |
| ENSG00000110697 |
-0.2450789 |
0.0609224 |
-4.022802 |
0.0000763 |
0.0244517 |
PITPNM1 |
| ENSG00000224945 |
0.2456685 |
0.0611307 |
4.018744 |
0.0000776 |
0.0244517 |
RP11-82L18.2 |
| ENSG00000183762 |
0.2474410 |
0.0615905 |
4.017518 |
0.0000779 |
0.0244517 |
KREMEN1 |
| ENSG00000132604 |
0.2526386 |
0.0628906 |
4.017110 |
0.0000781 |
0.0244517 |
TERF2 |
| ENSG00000246985 |
-0.2480964 |
0.0618253 |
-4.012863 |
0.0000794 |
0.0244517 |
SOCS2-AS1 |
| ENSG00000166478 |
0.2509339 |
0.0626841 |
4.003149 |
0.0000825 |
0.0245162 |
ZNF143 |
| ENSG00000249464 |
0.2478992 |
0.0619999 |
3.998378 |
0.0000841 |
0.0245162 |
RP11-93L9.1 |
| ENSG00000144668 |
0.2463578 |
0.0616218 |
3.997898 |
0.0000843 |
0.0245162 |
ITGA9 |
| ENSG00000125772 |
-0.2480018 |
0.0620904 |
-3.994208 |
0.0000855 |
0.0245162 |
GPCPD1 |
| ENSG00000259408 |
0.2494786 |
0.0625842 |
3.986288 |
0.0000882 |
0.0246656 |
RP11-3D4.3 |
| ENSG00000198492 |
0.2469874 |
0.0619930 |
3.984115 |
0.0000890 |
0.0246656 |
YTHDF2 |
| ENSG00000047662 |
0.2432822 |
0.0612207 |
3.973859 |
0.0000927 |
0.0249102 |
FAM184B |
| ENSG00000185274 |
0.2470705 |
0.0621912 |
3.972760 |
0.0000931 |
0.0249102 |
WBSCR17 |
| ENSG00000258297 |
0.2480858 |
0.0625456 |
3.966477 |
0.0000954 |
0.0249102 |
RP11-658F2.8 |
| ENSG00000108953 |
0.2432997 |
0.0614503 |
3.959295 |
0.0000981 |
0.0249102 |
YWHAE |
| ENSG00000171055 |
0.2461181 |
0.0622268 |
3.955180 |
0.0000998 |
0.0249102 |
FEZ2 |
| ENSG00000185739 |
-0.2405732 |
0.0608973 |
-3.950476 |
0.0001016 |
0.0249102 |
SRL |
| ENSG00000186377 |
0.2474725 |
0.0626961 |
3.947178 |
0.0001029 |
0.0249102 |
CYP4X1 |
| ENSG00000176171 |
0.2385478 |
0.0604827 |
3.944069 |
0.0001042 |
0.0249102 |
BNIP3 |
| ENSG00000164070 |
-0.2432636 |
0.0616835 |
-3.943741 |
0.0001043 |
0.0249102 |
HSPA4L |
| ENSG00000182752 |
-0.2452733 |
0.0622692 |
-3.938919 |
0.0001063 |
0.0249102 |
PAPPA |
| ENSG00000146122 |
-0.2420248 |
0.0614578 |
-3.938066 |
0.0001067 |
0.0249102 |
DAAM2 |
| ENSG00000136861 |
0.2423246 |
0.0615770 |
3.935308 |
0.0001078 |
0.0249102 |
CDK5RAP2 |
| ENSG00000133997 |
0.2418618 |
0.0616741 |
3.921609 |
0.0001138 |
0.0259221 |
MED6 |
| ENSG00000197008 |
0.2419170 |
0.0618978 |
3.908332 |
0.0001198 |
0.0266714 |
ZNF138 |
| ENSG00000092203 |
0.2408539 |
0.0616408 |
3.907381 |
0.0001203 |
0.0266714 |
TOX4 |
| ENSG00000248309 |
-0.2423854 |
0.0621664 |
-3.898979 |
0.0001243 |
0.0269720 |
MEF2C-AS1 |
| ENSG00000168496 |
0.2449771 |
0.0628950 |
3.895014 |
0.0001262 |
0.0269720 |
FEN1 |
| ENSG00000109929 |
-0.2388431 |
0.0613295 |
-3.894424 |
0.0001265 |
0.0269720 |
SC5D |
| ENSG00000107262 |
-0.2359227 |
0.0607028 |
-3.886518 |
0.0001304 |
0.0271517 |
BAG1 |
| ENSG00000204634 |
-0.2421986 |
0.0623342 |
-3.885484 |
0.0001310 |
0.0271517 |
TBC1D8 |
| ENSG00000197798 |
0.2377344 |
0.0612714 |
3.880025 |
0.0001338 |
0.0271517 |
FAM118B |
| ENSG00000248643 |
-0.2375473 |
0.0612754 |
-3.876716 |
0.0001355 |
0.0271517 |
RBM14-RBM4 |
| ENSG00000110090 |
0.2374850 |
0.0612603 |
3.876655 |
0.0001355 |
0.0271517 |
CPT1A |
| ENSG00000099783 |
0.2396556 |
0.0618689 |
3.873606 |
0.0001371 |
0.0271517 |
HNRNPM |
| ENSG00000183605 |
-0.2411350 |
0.0623385 |
-3.868153 |
0.0001401 |
0.0274043 |
SFXN4 |
| ENSG00000165694 |
-0.2349057 |
0.0608402 |
-3.861025 |
0.0001440 |
0.0278419 |
FRMD7 |
| ENSG00000079337 |
-0.2397103 |
0.0621369 |
-3.857777 |
0.0001458 |
0.0278690 |
RAPGEF3 |
| ENSG00000132692 |
-0.2361146 |
0.0615078 |
-3.838772 |
0.0001569 |
0.0293153 |
BCAN |
| ENSG00000130159 |
-0.2369427 |
0.0617314 |
-3.838282 |
0.0001572 |
0.0293153 |
ECSIT |
| ENSG00000186160 |
0.2401574 |
0.0626145 |
3.835490 |
0.0001589 |
0.0293153 |
CYP4Z1 |
| ENSG00000243927 |
0.2380757 |
0.0621129 |
3.832950 |
0.0001604 |
0.0293153 |
MRPS6 |
| ENSG00000139438 |
0.2377599 |
0.0622268 |
3.820862 |
0.0001680 |
0.0301714 |
FAM222A |
| ENSG00000126945 |
0.2373596 |
0.0621398 |
3.819770 |
0.0001687 |
0.0301714 |
HNRNPH2 |
| ENSG00000155189 |
-0.2358586 |
0.0618148 |
-3.815569 |
0.0001715 |
0.0303342 |
AGPAT5 |
| ENSG00000172831 |
0.2345650 |
0.0615760 |
3.809357 |
0.0001756 |
0.0307268 |
CES2 |
| ENSG00000229321 |
0.2352580 |
0.0618011 |
3.806695 |
0.0001774 |
0.0307268 |
AC008269.2 |
| ENSG00000164619 |
0.2350249 |
0.0617970 |
3.803177 |
0.0001798 |
0.0308210 |
BMPER |
| ENSG00000101004 |
-0.2352729 |
0.0619197 |
-3.799643 |
0.0001822 |
0.0309205 |
NINL |
| ENSG00000136943 |
0.2335466 |
0.0615875 |
3.792113 |
0.0001875 |
0.0314179 |
CTSV |
| ENSG00000123975 |
0.2334056 |
0.0615822 |
3.790149 |
0.0001889 |
0.0314179 |
CKS2 |
| ENSG00000118420 |
-0.2293590 |
0.0605642 |
-3.787037 |
0.0001912 |
0.0314772 |
UBE3D |
| ENSG00000115255 |
-0.2317301 |
0.0612416 |
-3.783870 |
0.0001935 |
0.0315461 |
REEP6 |
| ENSG00000103507 |
-0.2360220 |
0.0625792 |
-3.771573 |
0.0002027 |
0.0326542 |
BCKDK |
| ENSG00000185162 |
0.2249391 |
0.0597506 |
3.764635 |
0.0002081 |
0.0326542 |
AP001324.1 |
| ENSG00000174652 |
0.2298306 |
0.0611272 |
3.759875 |
0.0002119 |
0.0326542 |
ZNF266 |
| ENSG00000136813 |
0.2319099 |
0.0616824 |
3.759741 |
0.0002120 |
0.0326542 |
KIAA0368 |
| ENSG00000260721 |
-0.2323667 |
0.0618127 |
-3.759204 |
0.0002124 |
0.0326542 |
AF067845.1 |
| ENSG00000101558 |
0.2336318 |
0.0621497 |
3.759178 |
0.0002125 |
0.0326542 |
VAPA |
| ENSG00000106554 |
-0.2326845 |
0.0619543 |
-3.755742 |
0.0002152 |
0.0326542 |
CHCHD3 |
| ENSG00000169895 |
0.2318136 |
0.0617516 |
3.753971 |
0.0002167 |
0.0326542 |
SYAP1 |
| ENSG00000149269 |
0.2220183 |
0.0591665 |
3.752430 |
0.0002179 |
0.0326542 |
PAK1 |
| ENSG00000120833 |
-0.2323794 |
0.0621451 |
-3.739305 |
0.0002290 |
0.0340043 |
SOCS2 |
| ENSG00000170364 |
0.2282654 |
0.0614058 |
3.717324 |
0.0002487 |
0.0364096 |
SETMAR |
| ENSG00000251322 |
-0.2272256 |
0.0611728 |
-3.714489 |
0.0002514 |
0.0364096 |
SHANK3 |
| ENSG00000259881 |
0.2275853 |
0.0612766 |
3.714063 |
0.0002518 |
0.0364096 |
RP11-830F9.5 |
| ENSG00000115806 |
0.2251374 |
0.0607849 |
3.703836 |
0.0002616 |
0.0375035 |
GORASP2 |
| ENSG00000198053 |
0.2331588 |
0.0630145 |
3.700080 |
0.0002653 |
0.0377083 |
SIRPA |
| ENSG00000229323 |
0.2301884 |
0.0622576 |
3.697354 |
0.0002680 |
0.0377710 |
RP11-175B12.2 |
| ENSG00000106304 |
0.2270748 |
0.0614700 |
3.694074 |
0.0002713 |
0.0379146 |
SPAM1 |
| ENSG00000171792 |
0.2283485 |
0.0620715 |
3.678797 |
0.0002872 |
0.0396031 |
RHNO1 |
| ENSG00000227082 |
0.2269272 |
0.0617003 |
3.677893 |
0.0002881 |
0.0396031 |
AL592494.5 |
| ENSG00000125482 |
0.2251476 |
0.0616574 |
3.651594 |
0.0003176 |
0.0431934 |
TTF1 |
| ENSG00000233038 |
0.2277137 |
0.0623876 |
3.649982 |
0.0003195 |
0.0431934 |
AC011899.9 |
| ENSG00000162365 |
0.2262553 |
0.0620242 |
3.647854 |
0.0003221 |
0.0431934 |
CYP4A22 |
| ENSG00000143321 |
0.2285856 |
0.0627119 |
3.645012 |
0.0003255 |
0.0432997 |
HDGF |
| ENSG00000117289 |
0.2260403 |
0.0621131 |
3.639172 |
0.0003325 |
0.0435393 |
TXNIP |
| ENSG00000124659 |
0.2267664 |
0.0623267 |
3.638354 |
0.0003335 |
0.0435393 |
TBCC |
| ENSG00000133131 |
0.2268369 |
0.0623812 |
3.636304 |
0.0003361 |
0.0435393 |
MORC4 |
| ENSG00000118900 |
0.2246522 |
0.0618130 |
3.634385 |
0.0003385 |
0.0435393 |
UBN1 |
| ENSG00000144354 |
0.2243685 |
0.0617607 |
3.632871 |
0.0003403 |
0.0435393 |
CDCA7 |
| ENSG00000189227 |
-0.2217542 |
0.0611693 |
-3.625255 |
0.0003500 |
0.0440653 |
C15orf61 |
| ENSG00000117245 |
-0.2264088 |
0.0624891 |
-3.623171 |
0.0003527 |
0.0440653 |
KIF17 |
| ENSG00000163171 |
0.2228425 |
0.0615136 |
3.622654 |
0.0003534 |
0.0440653 |
CDC42EP3 |
| ENSG00000137880 |
-0.2242214 |
0.0619393 |
-3.620017 |
0.0003568 |
0.0440653 |
GCHFR |
| ENSG00000130762 |
-0.2221942 |
0.0613909 |
-3.619334 |
0.0003577 |
0.0440653 |
ARHGEF16 |
| ENSG00000112394 |
0.2201155 |
0.0609439 |
3.611772 |
0.0003678 |
0.0448706 |
SLC16A10 |
| ENSG00000167775 |
-0.2265739 |
0.0627860 |
-3.608671 |
0.0003720 |
0.0448706 |
CD320 |
| ENSG00000119720 |
0.2246829 |
0.0623009 |
3.606418 |
0.0003750 |
0.0448706 |
NRDE2 |
| ENSG00000115207 |
0.2227783 |
0.0617949 |
3.605127 |
0.0003768 |
0.0448706 |
GTF3C2 |
| ENSG00000037280 |
-0.2255893 |
0.0625861 |
-3.604464 |
0.0003777 |
0.0448706 |
FLT4 |
| ENSG00000250346 |
-0.2203158 |
0.0612296 |
-3.598189 |
0.0003865 |
0.0455860 |
EEF1GP2 |
| ENSG00000164938 |
0.2260722 |
0.0628764 |
3.595500 |
0.0003903 |
0.0457117 |
TP53INP1 |
| ENSG00000203778 |
-0.2263149 |
0.0629816 |
-3.593352 |
0.0003934 |
0.0457492 |
FAM229B |
| ENSG00000055070 |
0.2235882 |
0.0622783 |
3.590145 |
0.0003980 |
0.0459660 |
SZRD1 |
| ENSG00000087237 |
-0.2156791 |
0.0601965 |
-3.582917 |
0.0004086 |
0.0462130 |
CETP |
| ENSG00000273356 |
0.2248115 |
0.0627485 |
3.582737 |
0.0004089 |
0.0462130 |
RP11-804H8.6 |
| ENSG00000224281 |
-0.2228177 |
0.0622161 |
-3.581353 |
0.0004110 |
0.0462130 |
SLC25A5-AS1 |
| ENSG00000128917 |
-0.2228063 |
0.0622337 |
-3.580154 |
0.0004128 |
0.0462130 |
DLL4 |
| ENSG00000122359 |
0.2207364 |
0.0616702 |
3.579302 |
0.0004140 |
0.0462130 |
ANXA11 |
| ENSG00000199017 |
-0.2176239 |
0.0609725 |
-3.569212 |
0.0004295 |
0.0476190 |
MIR1-1 |
| ENSG00000131795 |
0.2243294 |
0.0629807 |
3.561878 |
0.0004411 |
0.0485788 |
RBM8A |
| ENSG00000230439 |
-0.2241825 |
0.0630928 |
-3.553219 |
0.0004551 |
0.0497960 |
RP11-488P3.1 |
| ENSG00000135423 |
-0.2225234 |
0.0626774 |
-3.550297 |
0.0004600 |
0.0499959 |
GLS2 |