Gene p_val avg_log2FC pct.1 pct.2 p_val_adj BEX1 6.80452068293458e-228 1.83291063926809 0.463 0.047 1.09151316274954e-223 RMST 2.12728727925113e-227 1.9393263604607 0.511 0.059 3.41238152464673e-223 XKR4 1.13508531436941e-211 1.46443404723892 0.429 0.042 1.82079035277997e-207 CPNE4 3.90561051701007e-203 1.55881084779029 0.446 0.049 6.26498983033585e-199 DACH1 1.86387503283545e-198 1.72067710453806 0.58 0.088 2.98984194017134e-194 FGFR2 2.00310255468715e-180 1.92815103351299 0.58 0.101 3.21317680797366e-176 EPHA6 2.69249463565899e-174 1.52343418629133 0.411 0.048 4.31903064506058e-170 CRTAC1 6.59024264416818e-156 1.0667403359578 0.374 0.043 1.05714082255102e-151 AC024230.1 2.40895952579528e-152 2.17105822686321 0.786 0.239 3.8642119753282e-148 IL1RAPL2 6.77478089173865e-147 1.69664192362943 0.466 0.075 1.0867426028438e-142 GALNT17 1.32438980819009e-136 1.35453325663003 0.371 0.05 2.12445369131772e-132 ANXA3 2.57268137248636e-135 1.25833836222038 0.423 0.066 4.12683818960538e-131 PART1 7.2177720168777e-133 1.11565762739073 0.357 0.047 1.15780280922735e-128 EYA4 8.33273560769586e-132 1.30539130653213 0.417 0.065 1.33665411883049e-127 CHD7 9.96095054996617e-131 1.69514693129185 0.64 0.165 1.59783607772007e-126 CCDC170 1.3892618102697e-124 1.0780249782062 0.366 0.052 2.22851486985362e-120 CEMIP 6.94027839955872e-122 1.03277563972253 0.363 0.052 1.11329005807321e-117 TCF7L2 7.8480505467238e-121 2.26694829858877 0.74 0.27 1.25890578819996e-116 LINC01301 2.65706788031708e-120 1.17899946726497 0.337 0.046 4.26220258681662e-116 FGF13 3.95206981483216e-120 1.00001386264582 0.289 0.033 6.33951518997226e-116 ADGRL3 6.13146167880514e-119 1.2750128325956 0.391 0.064 9.83547767897133e-115 DANT2 8.64016951699024e-116 1.54628525730261 0.551 0.131 1.3859695922204e-111 PLEKHG4B 1.49173111711683e-114 1.27039918098194 0.446 0.085 2.39288588496711e-110 DAPL1 4.44586507202215e-114 1.51525423639441 0.457 0.091 7.13161216203073e-110 COPG2 6.12028026323301e-113 1.63035590386637 0.537 0.127 9.81754157025206e-109 CDH1 1.52609066156531e-107 1.30652548330645 0.474 0.103 2.44800203021692e-103 ESR1 1.36866049929474e-104 1.6360372490244 0.737 0.262 2.1954683069187e-100 LINC01285 2.40263569290154e-104 1.02264889722067 0.306 0.043 3.85406791498335e-100 PAX8.AS1 3.60775851376566e-104 1.43969960388546 0.771 0.27 5.78720543193149e-100 IGF2BP2 8.58227366761825e-102 1.52283073477571 0.649 0.21 1.37668251902264e-97 MSLN 2.08966665617696e-101 1.49659896696463 0.603 0.178 3.35203428317346e-97 STON2 6.48941658998548e-101 1.05025102983467 0.429 0.086 1.04096731519957e-96 BCAM 8.8484278271863e-100 1.33272764788998 0.563 0.153 1.41937630775895e-95 MAGI1 2.58774155262286e-98 1.41774412670119 0.551 0.148 4.15099622456233e-94 NPAS3 5.64246983401875e-98 1.55634942803649 0.689 0.234 9.05108586074948e-94 PAX8 1.49318494714282e-97 1.41769264214255 0.754 0.269 2.3952179737118e-93 YAP1 3.36398336087019e-97 1.49944766408114 0.62 0.198 5.39616570917187e-93 CHODL 1.38537977263706e-96 1.34828216836475 0.511 0.125 2.22228769328711e-92 HMGA2 4.98914108882267e-96 1.09475880657792 0.406 0.08 8.00308122058045e-92 KCNQ1 8.89897146756814e-96 1.63064006963892 0.697 0.249 1.4274840131126e-91 DCDC2 1.24033731018998e-95 1.1235386952715 0.389 0.075 1.98962507927575e-91 AC006206.2 6.19462215240468e-94 1.13458235071996 0.374 0.071 9.93679339467235e-90 MIR100HG 2.36996164492891e-93 1.58972498136719 0.631 0.207 3.80165547463046e-89 RIC3 1.72148232676282e-91 1.0052286525243 0.283 0.042 2.76142980036023e-87 AC097103.2 3.6353887517149e-91 1.3628805548701 0.646 0.215 5.83152709662587e-87 MECOM 3.63027677203317e-89 1.47610989129733 0.751 0.293 5.82332697001841e-85 PODXL 5.3394911440518e-89 1.35131985945617 0.437 0.104 8.5650777441735e-85 HLA.B 1.00702511567113e-88 -2.17745380816553 0.477 0.835 1.61536898804806e-84 LINC01572 2.35822868193142e-88 1.2294463266475 0.409 0.089 3.7828346286862e-84 PTPN14 1.9050006317531e-86 1.37190575327968 0.597 0.196 3.05581151339516e-82 B2M 4.37818772591766e-85 -2.20093410075739 0.786 0.91 7.02305093114452e-81 FGD4 5.02466038036584e-85 1.37544196539812 0.506 0.138 8.06005771614484e-81 TCEAL2 3.71932810365619e-84 1.07119857608934 0.36 0.071 5.96617421107489e-80 ADGRA3 1.1167190429944e-83 1.20625859592597 0.414 0.096 1.79132901686732e-79 ANKS1B 2.32516684178061e-83 1.01600893223239 0.357 0.071 3.72980013090027e-79 PDE4D 5.53771318819328e-83 1.70082188774623 0.671 0.261 8.88304572518084e-79 PBX1 3.36756752945634e-82 1.33633610724234 0.683 0.267 5.40191507400092e-78 KIAA1217 6.9903537324702e-82 1.37175438799935 0.797 0.369 1.12132264222554e-77 BMP7 9.8711841743727e-82 1.07602599898121 0.391 0.087 1.58343665341112e-77 KCNQ1OT1 4.31368529449207e-79 1.4684561832769 0.677 0.265 6.91958258089473e-75 LGR5 1.42922213940331e-76 1.15127209982128 0.331 0.067 2.29261523381685e-72 ADGRL2 1.83406048631156e-76 1.09479874317792 0.397 0.094 2.94201642609238e-72 RERE 1.90893415817692e-76 1.40857231191516 0.714 0.316 3.0621212831316e-72 SLC19A1 1.02330210922544e-74 1.00072869347823 0.44 0.114 1.64147891340853e-70 AC007906.2 1.76316565746188e-73 1.11400292094936 0.32 0.064 2.8282940311346e-69 WT1 3.36055812939691e-73 1.37051488197794 0.52 0.171 5.39067129536559e-69 SRGAP3 4.82013199715814e-73 1.20062712311852 0.48 0.14 7.73197373664138e-69 WDR11 5.70101539206988e-73 1.1867808256406 0.463 0.131 9.14499879041929e-69 DPH6 1.47352488833003e-72 1.16682233243031 0.406 0.102 2.3636812733702e-68 KRT8 3.42279083215561e-72 1.25296108295837 0.637 0.248 5.49049877386081e-68 RBP1 1.9328656035708e-71 1.25657601589947 0.563 0.194 3.10050971468792e-67 EMX2 1.23863269907776e-69 1.15065658413283 0.551 0.184 1.98689071259063e-65 WFDC2 2.30509204937003e-67 1.09831746153937 0.794 0.362 3.69759815639446e-63 GABPB1.AS1 2.30615820732025e-67 1.38652685196511 0.551 0.198 3.69930838036242e-63 RHPN2 2.73559220688098e-67 1.00065523995667 0.329 0.074 4.38816345905779e-63 AUTS2 5.14543968111106e-67 1.32597750572712 0.671 0.287 8.25379979247025e-63 DLGAP1 6.00590375193177e-67 1.0937390381323 0.469 0.138 9.63407020847375e-63 HLA.C 1.09234491098198e-66 -2.04827243819092 0.231 0.661 1.7522304717062e-62 PCGF3 1.81943856417751e-66 1.37290242097119 0.457 0.141 2.91856140079714e-62 SPINK5 1.02909217215913e-65 1.06149650482683 0.44 0.122 1.65076675336047e-61 GPHN 1.14466050984991e-65 1.09841634792719 0.494 0.155 1.83614992385025e-61 ATP6V1H 4.28991697867848e-64 1.15776160970186 0.469 0.146 6.88145582549815e-60 FANCC 4.97089083922828e-64 1.00216999359357 0.426 0.121 7.97380599520609e-60 BEX2 5.69212916499718e-64 1.24769038902153 0.477 0.155 9.13074439357198e-60 MAML3 1.69764762596761e-63 1.11151130650596 0.466 0.142 2.72319655681464e-59 DNAH14 4.1596761455948e-63 1.11007035260783 0.514 0.174 6.67253650514862e-59 TNNT1 2.61151216413199e-62 1.01438426127653 0.449 0.131 4.18912666248412e-58 SHROOM3 2.88748701884359e-62 1.0504254066294 0.346 0.086 4.631817926927e-58 PARD3 3.25760823080727e-61 1.13479738264792 0.654 0.286 5.22552936303795e-57 TJP1 3.74654995670685e-61 1.20116482300185 0.577 0.228 6.00984078555346e-57 GNGT1 5.46803276266771e-60 1.19062193065653 0.637 0.267 8.77127135459527e-56 CLDN4 3.5160202001989e-59 1.07318847638472 0.557 0.199 5.64004800313905e-55 FTX 4.79820958274072e-59 1.44508823140805 0.72 0.408 7.69680799167439e-55 ERBB4 8.46912237636328e-57 1.72651449975299 0.351 0.095 1.35853192039243e-52 NAALADL2 4.69489911223683e-56 1.29871018765826 0.589 0.246 7.5310876659391e-52 AFDN 5.2552185376326e-56 1.08819583180161 0.491 0.176 8.42989605621645e-52 PIP5K1A 6.57655459812731e-56 1.02389428578276 0.52 0.19 1.0549451230856e-51 ABLIM1 8.0395582014447e-53 1.00912861300804 0.589 0.241 1.28962553109374e-48 MAML2 1.0796527327021e-51 1.0677652107908 0.651 0.307 1.73187094852743e-47 GPC6 8.80826484646953e-51 1.0602296310117 0.457 0.156 1.41293376402218e-46 SOX6 5.68072524361394e-50 1.15029964847964 0.646 0.334 9.11245136328112e-46 KRT18 4.27750906862102e-49 1.11975725059537 0.643 0.298 6.86155229697497e-45 XPR1 1.95158942077229e-47 1.06716769628341 0.48 0.185 3.13054458986084e-43 RPS15 2.19531900180773e-47 -1.07807123165639 0.677 0.846 3.52151121079978e-43 BICD1 2.56534146255546e-47 1.00489517341587 0.631 0.29 4.11506424008521e-43 MACROD2 4.13959745676911e-47 1.01716015210051 0.537 0.211 6.64032828040333e-43 PCMTD1 4.69532661359698e-47 1.09207346258551 0.614 0.306 7.53177342087091e-43 THSD4 1.67869499080693e-46 1.06898645989745 0.549 0.223 2.6927946347534e-42 HSP90AA1 1.77972339604676e-45 1.20270371341593 0.96 0.893 2.85485429959861e-41 C9orf3 1.46380838800236e-44 1.0680264205815 0.537 0.236 2.34809503519459e-40 WWOX 3.24052923633863e-44 1.25473137820305 0.546 0.229 5.1981329480108e-40 SNHG14 3.38076026998798e-43 1.04428370368358 0.614 0.309 5.42307754908771e-39 SPIDR 1.08982506402899e-42 1.15198921676675 0.637 0.347 1.7481883852089e-38 UBE2H 1.61329933126417e-42 1.04377242996375 0.669 0.358 2.58789345728085e-38 LGALS1 1.43578714214382e-41 -2.28420014067413 0.223 0.552 2.3031461547129e-37 HLA.A 1.59503939030886e-40 -1.65880169099799 0.394 0.656 2.55860268599445e-36 CD74 6.92467155902029e-40 -2.32882583102464 0.251 0.58 1.11078656478245e-35 EIF1 8.42382489454338e-40 -1.16228814468578 0.511 0.736 1.3512657513337e-35 UBE2D2 9.82698865233701e-40 1.00072946945326 0.729 0.423 1.57634724972138e-35 HLA.E 1.63309988954519e-38 -1.33687372708494 0.383 0.663 2.61965553281944e-34 FTL 2.33803828073813e-36 -1.37067800468666 0.777 0.856 3.75044720613203e-32 RORA 1.80529577718915e-35 1.02150475034508 0.454 0.194 2.89587495618911e-31 TMSB4X 5.26919407505312e-35 -1.61918833876077 0.789 0.853 8.45231421579271e-31 VIM 4.54887084009893e-34 -1.41279272857772 0.509 0.708 7.29684371460269e-30 ACTB 2.1504569311881e-30 -1.19542754072369 0.76 0.871 3.44954796331883e-26 ITPKC 5.14001980554266e-30 1.2193757027358 0.28 0.094 8.24510577007099e-26 JUNB 2.58389324638376e-28 -1.16741284108757 0.317 0.567 4.14482315652419e-24 IFI27 4.00520746640252e-28 -2.0669082853982 0.2 0.474 6.42475329685628e-24 NNMT 1.06306480049392e-27 -1.76214377932106 0.077 0.351 1.7052622464723e-23 IFI16 4.10716975548081e-26 -1.27215719025219 0.3 0.541 6.58831100476676e-22 MT1E 5.08380370576965e-26 -1.81742050075178 0.057 0.321 8.15492952442509e-22 MT2A 1.11235442075707e-25 -2.24612665620907 0.294 0.512 1.78432772633642e-21 HLA.DRB1 3.25323158502771e-25 -2.28292348062983 0.106 0.368 5.21850878554295e-21 IGKC 5.75047700646149e-25 -5.00460039197198 0.177 0.442 9.22434016606488e-21 SAT1 8.5721593361093e-25 -1.33061144940601 0.391 0.614 1.37506007910529e-20 DCN 9.44801883646419e-24 -3.36873235784159 0.097 0.334 1.51555670155722e-19 SRGN 1.02845896762525e-23 -2.54954507732971 0.049 0.286 1.64975102996767e-19 LAMC2 2.32532405104062e-23 1.02347517462879 0.214 0.072 3.73005231027425e-19 IFI6 1.71091837742556e-22 -1.32293662133421 0.386 0.57 2.74448416922834e-18 PTPRC 1.08321641256007e-21 -2.13372238924267 0.011 0.227 1.73758744738761e-17 IGF2R 4.68885503291902e-21 1.1253014089701 0.514 0.285 7.5213923583054e-17 BST2 1.10414441795035e-20 -1.32139890853699 0.12 0.352 1.77115806083415e-16 RASGEF1B 1.54642405552847e-20 1.03646417231582 0.511 0.28 2.48061882747322e-16 SLC2A3 3.01791250967676e-20 -1.84769260404366 0.097 0.313 4.84103345677249e-16 C1R 5.93114867248536e-20 -1.50071698203504 0.169 0.382 9.51415558553376e-16 HLA.DRA 1.45525721487718e-19 -2.26307555613877 0.18 0.403 2.33437809838448e-15 HLA.DPA1 2.17223315753187e-19 -1.98527636588112 0.074 0.291 3.48447920799688e-15 HLA.F 3.75795137150872e-19 -1.07041449986968 0.063 0.274 6.02812979503714e-15 MGP 2.10932910084832e-18 -2.88617369253511 0.1 0.301 3.38357481067078e-14 PFN1 7.30417189811548e-18 -1.21413773512617 0.3 0.475 1.1716622141767e-13 OAZ1 8.7870659017242e-18 -1.01024666214898 0.314 0.493 1.40953324129558e-13 TIMP1 1.55742388914437e-17 -1.33286613926383 0.337 0.509 2.49826366057649e-13 HLA.DPB1 2.03505494277197e-17 -1.84133541218307 0.091 0.293 3.26443163370052e-13 LUM 2.25825020249146e-17 -2.52435440677343 0.054 0.242 3.62245914981655e-13 BGN 2.95319692095243e-17 -1.41497472905369 0.071 0.262 4.7372231808998e-13 TSC22D3 3.0243055932707e-17 -1.18652588502258 0.157 0.359 4.85128860216553e-13 LAMA3 4.14086514991676e-17 1.00430016635424 0.177 0.063 6.64236178698148e-13 DBI 4.15317713203673e-17 -1.02177361549371 0.186 0.388 6.66211143750012e-13 C12orf60 7.49767409685969e-17 -2.87962154366026 0.123 0.31 1.20270190187726e-12 VCAN 1.12778731904564e-16 -1.89705020021564 0.069 0.255 1.80908363848111e-12 RGS1 2.10854616747763e-16 -2.73258203763965 0.034 0.211 3.38231890725087e-12 HLA.DRB5 7.04201663073801e-16 -1.38966754585153 0.054 0.233 1.12960988773668e-11 EPSTI1 2.19756047875022e-15 -1.11338344047183 0.063 0.242 3.52510676396323e-11 SERPINE1 4.67532676892574e-15 -2.36887309035367 0.043 0.209 7.49969167003379e-11 C1S 1.09638205365362e-14 -1.40525544595681 0.206 0.365 1.75870645226577e-10 CTSS 1.14202626057213e-14 -1.21202589695531 0.037 0.2 1.83192432458376e-10 COL6A3 1.51986618945536e-14 -1.80282458921803 0.08 0.248 2.43801735450535e-10 RGS2 1.75953389089048e-14 -1.51264115693223 0.06 0.231 2.82246831437741e-10 ARHGDIB 2.07644520320931e-14 -1.19305493064186 0.023 0.178 3.33082575046806e-10 COL5A2 2.62044938451853e-14 -1.66397019081866 0.123 0.288 4.20346285770617e-10 BIRC3 3.62382795378012e-14 -1.36332881506308 0.037 0.198 5.8129824206587e-10 ZEB2 4.39209830322778e-14 -1.03661610114957 0.023 0.178 7.04536488820768e-10 PCOLCE 5.58594232126122e-14 -1.21045913693772 0.109 0.274 8.96041007753513e-10 TXNIP 6.01018300220731e-14 -1.30528408425088 0.26 0.428 9.64093455384074e-10 PRRX1 8.87049212381068e-14 -1.06795130560001 0.043 0.204 1.42291564158047e-09 SPARCL1 1.13409387937613e-13 -2.46172339920389 0.094 0.253 1.81919999190726e-09 RPL8 1.29454916431728e-13 -1.37433935370599 0.751 0.805 2.07658631448135e-09 SPARC 2.80815908422894e-13 -2.72229500966624 0.34 0.437 4.50456798701164e-09 MEF2C 2.87116399574906e-13 -1.27920852936794 0.049 0.2 4.60563416558107e-09 SH3BGRL3 4.82146716856378e-13 -1.00218546895429 0.189 0.348 7.73411548509317e-09 IGHG3 5.94672719599759e-13 -4.08445766598706 0.04 0.19 9.53914509509974e-09 CD44 7.51131187995285e-13 -1.13273972722277 0.06 0.213 1.20488953866324e-08 IGHG4 8.07854195001749e-13 -3.94061189748894 0.037 0.186 1.29587891420231e-08 CTSK 9.25867118092321e-13 -1.33876845096151 0.066 0.218 1.48518344413189e-08 COL1A2 1.07258486997904e-12 -3.48857180634804 0.389 0.473 1.72053338993338e-08 CFH 1.07572063980114e-12 -1.1397427034067 0.091 0.247 1.72556347830501e-08 COL1A1 1.10690853576121e-12 -3.32160498585325 0.249 0.373 1.77559198221456e-08 CST3 1.15731323001242e-12 -1.34399344085321 0.529 0.59 1.85644615226292e-08 THBS2 1.55028304618734e-12 -1.30933433797771 0.037 0.178 2.4868090343891e-08 RARRES1 2.11348587859018e-12 -1.03575483936648 0.063 0.223 3.39024269784651e-08 LAPTM5 2.80565331555796e-12 -1.14613072361092 0.017 0.15 4.50054848348653e-08 GPNMB 2.91776526350286e-12 -1.04532630670643 0.046 0.191 4.68038725918494e-08 HLA.DQA1 3.80144047107996e-12 -1.33472130530051 0.026 0.162 6.09789065965936e-08 ISG15 8.68012831860721e-12 -1.19261132816097 0.24 0.39 1.39237938358778e-07 CD69 1.11869176326404e-11 -1.58212674830835 0.009 0.131 1.79449345745185e-07 CTHRC1 1.54645553446527e-11 -1.20823211054517 0.057 0.198 2.48066932283574e-07 CCDC80 1.79228401852405e-11 -2.06110367311576 0.174 0.309 2.87500279411443e-07 FYB1 1.85363131258397e-11 -1.57914544683543 0.031 0.16 2.97340998851595e-07 CD52 2.32322094286688e-11 -1.31027949116541 0.011 0.133 3.72667871445276e-07 LY6E 3.57779246002525e-11 -1.21368473367266 0.143 0.287 5.7391368851265e-07 POSTN 4.1790697414664e-11 -1.89445946038454 0.04 0.171 6.70364577228626e-07 NAMPT 4.36297770625925e-11 -1.32665237885141 0.223 0.356 6.99865253861046e-07 MT1X 4.60373168257742e-11 -1.18879792736108 0.094 0.235 7.38484599202243e-07 ISLR 7.05848120063792e-11 -1.05390906119756 0.08 0.216 1.13225096939433e-06 FN1 7.24184767947423e-11 -1.66477127255906 0.291 0.412 1.16166478626446e-06 PDLIM3 7.77081641711517e-11 -1.36547151496431 0.043 0.17 1.24651666146945e-06 AEBP1 3.0992828920294e-10 -1.40302134887596 0.151 0.279 4.97155968710437e-06 C3 4.46025650158256e-10 -1.39904760073684 0.186 0.326 7.15469745418858e-06 BX322234.1 7.61928703603802e-10 -1.14311735629377 0.051 0.17 1.22220983345086e-05 IGHG1 1.25969295001059e-09 -4.47104568351995 0.157 0.294 2.02067346111199e-05 ACTA2 2.71138944078476e-09 -1.05994627255579 0.023 0.129 4.34933980196284e-05 FBLN1 4.3906910685862e-09 -1.0089230703674 0.097 0.218 7.04310754311912e-05 CXCR4 4.46671278004288e-09 -1.1501664417411 0.083 0.2 7.16505397046679e-05 SGK1 9.36199361960654e-09 -1.14760554765714 0.069 0.181 0.000150175739652109 JCHAIN 1.46643724983836e-08 -2.57378932335893 0.014 0.108 0.000235231199246571 COL14A1 1.62559078937974e-08 -1.301076599555 0.106 0.221 0.000260761018524404 IGLC2 3.42687360389725e-08 -3.51607863981697 0.057 0.166 0.000549704794801158 CCL5 5.93736408740803e-08 -2.40603137776499 0.017 0.105 0.000952412573261121 COL3A1 6.01911369748636e-08 -3.09617041301048 0.334 0.392 0.000965526028213788 ENAM 9.43578403013945e-08 -2.48376420866671 0.017 0.104 0.00151359411627467 IGLC3 1.25535717996289e-07 -3.26490417439915 0.023 0.112 0.00201371845237846 COL6A1 1.67952396206165e-07 -1.07320778229734 0.146 0.247 0.0026941243875431 NR4A2 4.72570555560903e-07 -1.13036205077559 0.237 0.329 0.00758050428175244 CRISPLD2 5.81239273050027e-07 -1.14399672088803 0.091 0.186 0.00932365917899548 SFRP2 1.05220639981242e-06 -1.94560491872742 0.057 0.145 0.016878442859391