candidate_marker_gene coefficient_all_lines pval_all_lines coefficient_female_lines pval_female_lines replicated_in_female_lines coefficient_male_lines pval_male_lines replicated_in_male_lines chromosome GRPR -0.0612321124754556 8.675657804124479e-07 -0.0673869941866042 0.000222233569337112 True -0.0329637285271175 0.44773353244693803 False X ZDHHC9 -0.0428635307802874 1.1303100551993799e-06 -0.0656066230187769 4.48118866811426e-10 True -0.0103105553988934 0.533648503071182 False X GPM6B -0.0357124224689848 1.1704224049675699e-05 -0.0281961949371978 0.0270982670926223 True -0.0296150255735836 0.10527805735136399 False X TMEM47 -0.0408921217872082 1.2525612792529801e-05 -0.0431037341590164 0.0010541720029615198 True -0.0229679835169915 0.16522358856703198 False X MOSPD2 -0.0505175968645321 1.64787282754661e-05 -0.0564129846384307 6.57712429405458e-05 True -0.0360393314398168 0.0405197531901117 True X FAM92A1 -0.0378809401634178 2.0799644158426397e-05 -0.0371611572284451 0.00527067272038357 True -0.0359385697736025 0.00635494384928254 True 8 CDKN1A -0.0463646481489166 2.36178791190667e-05 -0.0582449581113559 2.0923687286696697e-05 True -0.0348169387735653 0.0179015543160863 True 6 CUL4B -0.0556371819673359 2.3944899846705802e-05 -0.0606587508511429 5.63958444436116e-05 True -0.0300886386388142 0.133027509193078 False X C16orf74 -0.0355986728692934 2.91172759073487e-05 -0.0492019364094523 5.60859311374761e-08 True -0.0255990559412561 0.0560537355616258 False 16 PPP1R15A -0.0467845293169141 3.0933804741326e-05 -0.0438206398989228 0.000207229785570121 True -0.0374298545578932 0.0545556253130169 False 19 TEP1 -0.0980238467091279 4.19469915030504e-05 -0.0846587676747404 0.0053871674115509105 True -0.0910821473374838 0.0608529138746803 False 14 APOO -0.0283555302686542 4.6233694920452e-05 -0.026425393041853998 0.0166345467689472 True -0.0218241724109404 0.20390124854508898 False X ARIH1 -0.0678558394938662 6.926383165640041e-05 -0.0631620602151863 6.20686202489148e-08 True -0.0139249223278496 0.5226877331274791 False 15 RAB9A -0.0257245540662789 8.555879519305849e-05 -0.0247995537228385 0.0087662669042151 True -0.012717940717965 0.33088976119569 False X MBTPS2 -0.0604896775828896 9.16470824409864e-05 -0.0521560298309554 0.0113689042400011 True -0.0626206212366527 0.0323572223666819 True X HERC2 0.0445903597002949 0.00010094141809981 0.06401492643639499 9.5258328780851e-05 True 0.0187607955493833 0.19821641173174698 False 15 SMS -0.0329865189462726 0.00011512297813685901 -0.0267763949973469 0.0175643542315484 True -0.0362209502870722 0.0361254288906176 True X TBX6 -0.11884100501808699 0.000119873691904421 -0.11662968135317402 0.000515058229701484 True -0.0855592316275351 0.119297140128143 False 16 CRABP2 -0.0217832477357372 0.00013962552689501 -0.0202860016612862 0.0162648865948197 True -0.0207206187776138 0.0036293043747568 True 1 SMARCA1 -0.0427120072521589 0.000145425084553566 -0.0505938258710584 0.000628150595419786 True 0.000277819885117915 0.987881061074313 False X MMGT1 -0.0568983596275042 0.000148511699463184 -0.0561948001497215 0.00278234503867823 True -0.0241464073882228 0.370306104609887 False X TMSB4X -0.0247913931163462 0.000155692893657897 -0.0152853360019516 0.10805174913653501 False -0.0377575868746051 0.000510423716461582 True X RNF34 0.0599384749368131 0.000164830997670244 0.0733396825649641 0.00208605579735771 True 0.0503565331278467 0.0569728182005442 False 12 PPP3CC -0.0556794658781338 0.0001908148957012 -0.0599691085261184 0.004678847877538929 True -0.0237838467870143 0.377934934418038 False 8 TMED9 -0.0553879565738778 0.00019546833642606002 -0.0705567750865224 0.000237647608651158 True -0.0233399546757635 0.13022208059276 False 5 PGM1 -0.0287797646843473 0.000205697776431348 -0.030865139793348997 0.0127644821145571 True -0.0278691497237631 0.0022006585090401302 True 1 AP1S2 -0.0275318818181415 0.00021528953760868602 -0.0289262306130506 0.0976419089487192 False -0.0245477805043079 0.164537799151701 False X ALG13 -0.0238088069487935 0.000216018283869342 -0.0204856992710333 0.0599699571238131 False -0.00996901233980321 0.525229590372358 False X ZFYVE1 -0.0636449749581655 0.00021759429784011202 -0.078991771374489 0.00035757345494505095 True -0.0603362916183324 0.0489497032075924 True 14 GDF15 -0.0338901887165045 0.00021980428330982198 -0.037597814178833004 0.00061643769424736 True -0.0314168874771123 0.0400840993374812 True 19 C5AR1 -0.026932844662431 0.000223656347379251 -0.0252538869866044 0.00384822750867789 True -0.0118315563781592 0.412935060511062 False 19 PCDH1 0.0359190793623384 0.000224316594521948 0.0342003014877552 0.00988249719234509 True 0.0368521404331133 0.00320919248153677 True 5 RNF19A -0.0532580191771757 0.000231206124041741 -0.0418684358860853 0.0405817867173674 True -0.0526936902781937 0.00487724012040635 True 8 ZNF573 0.0432890536432796 0.000245430381045882 0.0540649038287976 9.6334520566447e-05 True 0.0046248223346030395 0.8289830644973091 False 19 KCTD20 -0.0566157297540864 0.000251698248639528 -0.0632387532771511 0.0040344371878415705 True -0.0579211630636044 0.00260777895903197 True 6 CDK16 -0.033677773811464 0.000280878939266613 -0.0338443313568277 0.0420688826912134 True -0.00366381529887618 0.838544024203771 False X ARMCX4 -0.0669985780075819 0.0003066182616186 -0.0759691229035448 0.000969449189750574 True -0.0373778343808872 0.113829745614985 False X RAB11B 0.0550160321472925 0.000311022663745177 0.0596506349473116 0.0022575489158128603 True 0.0167217820040346 0.40331291207460096 False 19