gene conMean treatMean logFC pValue fdr POLR3K 5.23903457818182 15.4389075451586 1.5591977822366 7.62037521556424e-46 1.81618942637614e-44 FAM162A 10.03609178125 16.188020802331 0.689729038511485 9.2825959224268e-16 1.88285278993905e-15 GPC1 8.67927850272727 12.9469718913931 0.576967688575903 5.38815325731364e-07 7.20098986725094e-07 NUP93 3.1104903075 4.86463799907586 0.645190440455189 1.66677145546716e-14 3.24283426029665e-14 CASP6 9.07059443534091 15.3117056027586 0.755365991573214 6.52980295111369e-22 1.79569581155626e-21 STMN1 10.6178660935227 39.7238639047172 1.90351210710686 2.00515289851079e-39 2.38947387072536e-38 ERO1A 6.05142637170455 10.3840246990069 0.779018577142049 1.58167844042775e-17 3.42696995426013e-17 CAPN5 2.68464456409091 1.79405030333793 -0.581510751438882 1.47417041640766e-22 4.30217080706725e-22 P4HA2 4.27233099386364 7.38068386391724 0.788731074216587 3.06780287010545e-22 8.77391620850159e-22 GAPDH 382.396578207955 818.432238968138 1.09779336185015 2.51685434744457e-30 1.09063688389265e-29 ALDH3A1 1.54019582 0.77661981864 -0.987833357253747 5.90175224519437e-38 5.82034876595031e-37 IGFBP3 48.1908696709091 33.1189223906345 -0.541104104935386 5.21555949821835e-15 1.02872414930376e-14 PHKA2 5.74867771056818 3.98119724056552 -0.53002780219654 3.37680378684927e-24 1.09746123072601e-23 COL5A1 11.2404338171591 45.7890020170345 2.02630340494742 9.72281627294018e-31 4.41384992708078e-30 PC 18.8578548228409 7.13208637263448 -1.40276949158922 5.5633750991341e-18 1.24306662371278e-17 B3GAT3 9.73147543136364 18.1685765446069 0.900714933038985 6.29012592512049e-22 1.74657865493637e-21 NUP155 4.75857180238636 7.79754626944828 0.712491568182237 1.24277633274874e-17 2.71323687913084e-17 ALDH7A1 18.8914349570455 12.6974242182483 -0.573196426651444 1.96946216882361e-12 3.5204136267722e-12 ADH1B 190.803318658068 5.13599214492414 -5.21529945827282 3.58222415254316e-46 1.02451610762734e-44 HSPA5 122.638180180682 218.342734749559 0.832186332708832 4.38977999522404e-33 2.51095415726815e-32 BPNT1 10.0230141159091 18.3301898849241 0.870905310701628 1.99632786626582e-31 9.8439615474487e-31 CXCR4 20.8970172510227 43.6252016913517 1.06186476830343 3.27092869507767e-16 6.77888120863923e-16 CACNA1H 1.00421606806818 5.80434146278621 2.53106267970287 8.26545705960701e-06 1.04598261904761e-05 HAX1 30.8717552001136 46.5699854308828 0.593112921741358 7.96642795252534e-24 2.55999819598005e-23 MERTK 4.33120835193182 2.46346275394483 -0.81408191549254 2.11288782886756e-24 7.02658045414096e-24 TGFA 4.22271819875 2.42304467277241 -0.801350969264013 6.63920090423517e-09 9.78768793098587e-09 QSOX1 21.0621214648864 32.6085782746345 0.630600783380801 5.4014120681705e-06 6.89644576561055e-06 ESRRB 0.261624349886364 0.117522033733793 -1.15456555426973 1.2774840047657e-12 2.31240775546196e-12 TALDO1 43.0863451127273 61.7297067114069 0.518734212798149 8.76478296293243e-13 1.60687687653761e-12 MLXIPL 6.35511339272727 0.564922334193103 -3.49179342328031 1.89373119287763e-39 2.35481357027392e-38 PRXL2C 7.97505024670455 4.54874577569655 -0.810024802314532 5.40817389696037e-33 2.9744956433282e-32 B4GALT7 3.88302524738636 5.54567001230345 0.51418068562363 5.39790884759605e-15 1.05739858247429e-14 GALK1 3.31484231193182 6.27570986852414 0.920838414289175 3.78943992468933e-16 7.79697711123128e-16 CHST1 1.74378558477273 7.62910234746207 2.12929065943639 1.64869599311205e-17 3.54531619571463e-17 TPBG 7.08318390715909 12.1176964013241 0.77464555972851 7.79514006359395e-11 1.25955370519089e-10 CDK1 1.40129210181818 14.1693928037241 3.33794831168601 8.34469833655358e-50 1.19329186212716e-47 NDC1 7.00566052431818 11.1769683707862 0.673935940366476 2.66851774516153e-14 5.15673023727161e-14 MET 12.8972173085227 4.09913626515862 -1.65366797015951 5.59358522942695e-39 6.15294375236964e-38 PKLR 0.0108563021931818 0.0167852928744828 0.628664924892199 0.0455450808026467 0.0497171492731181 JMJD8 15.1696374365909 22.2631478334069 0.553470988072993 8.48809679372047e-14 1.6183971220027e-13 HK3 0.899638570454545 1.54511427667586 0.780296123203363 9.38016420625867e-08 1.30229464222815e-07 B3GAT1 0.549207278715909 0.252817054202759 -1.11925695960178 9.15431546087011e-21 2.33761984090076e-20 IRS2 13.3455107029545 4.45988205248276 -1.58127705348842 4.96509645149536e-38 5.07149137545598e-37 PPIA 57.2618191343182 93.6695605978069 0.710006793888759 1.09314152140289e-30 4.80982269417272e-30 UGP2 41.7762498127273 19.5288140663724 -1.0970786489851 1.91979201931194e-34 1.22013448338492e-33 PCK1 12.2531385494318 0.280468750052414 -5.44916748774653 1.90965728074816e-38 2.02282215664435e-37 MDH2 42.3604336246591 63.4593648441241 0.583115723971165 5.21030788191825e-23 1.58526388747725e-22 NUP62 9.18541474931818 15.7448683887724 0.777464928073451 3.71199633407562e-35 2.5276927417753e-34 GPR87 2.67822561727273 1.46824586129793 -0.867183929160567 3.25473645327047e-16 6.77888120863923e-16 FUT8 6.14526922045455 12.0601830246897 0.972703680991514 2.42967795955553e-11 4.13623747876715e-11 CLN6 7.27514235568182 12.7630062278759 0.810920801628681 3.0892396453026e-30 1.31869035605454e-29 GALE 3.50406342238636 10.7342259549103 1.61511736961044 1.48797084040595e-36 1.11989384304237e-35 CHST6 0.0947178693409091 0.481343254962759 2.34535754075946 8.43363845200809e-20 2.01001716439526e-19 CLDN3 27.4106028507955 70.5480900531724 1.36387296710165 3.77154920349188e-13 7.14346405429588e-13 PFKFB3 80.8625590190909 22.9705947882759 -1.81568364704642 5.58864760726702e-29 2.1716592835459e-28 IGF1 1.85162283931818 0.306767796598621 -2.59357131628034 1.76931823263621e-41 2.53012507266978e-40 ALDH1A3 11.7394199553409 3.5048281969931 -1.74394549497484 2.1727199177021e-31 1.05321677366576e-30 NSDHL 10.7943456438636 16.8503917342345 0.642506341807172 2.51189914721176e-24 8.25750754140877e-24 PFKFB2 2.33129125715909 3.44915200176552 0.565112451629552 0.000103874728739794 0.000125350938479245 GMPPA 5.46186521897727 9.4747913613931 0.794700461391746 1.3745775994847e-31 6.89700339390569e-31 TSTA3 10.0457084417045 34.804110384 1.79267839004202 1.7424388244293e-43 3.11460939866737e-42 DHTKD1 7.87608795681818 17.2690671639034 1.13263902598632 1.09314152140289e-30 4.80982269417272e-30 SEC13 13.0700084415909 23.1491618402897 0.824699885961738 2.68488609822043e-39 3.07150969636417e-38 AGRN 17.14103803375 24.9669172340966 0.542563217499172 3.57620399836233e-06 4.60718172761994e-06 CITED2 61.2662246861364 34.5405099547862 -0.826802570168481 7.64130812082037e-23 2.30043591847855e-22 GCK 0.119997963068182 0.0623561471682759 -0.94440622134471 6.84524572406289e-26 2.44717534635248e-25 FBP1 25.2755664423864 49.9538884004966 0.982853557223169 1.7367258350037e-08 2.49599793372391e-08 HMMR 0.489253505454545 4.62271271257931 3.24008561351298 3.28636130240986e-48 1.87979866497844e-46 GAL3ST1 0.265543526477273 0.120788922446897 -1.13646020812687 1.2338584769093e-22 3.6379744783099e-22 FKBP4 31.9722165484091 85.5095838994483 1.41926736029176 4.0710648951308e-32 2.15615659260631e-31 HDAC4 2.23876334636364 1.2655046072 -0.822989273109658 4.36270641153563e-35 2.9017070551144e-34 PRKAA1 14.8419303405682 9.14793359576552 -0.698160942518115 2.52853848793453e-22 7.30466674292198e-22 LHX9 0.00319199513636364 0.0443298850358621 3.79574926261166 7.20656465107529e-06 9.16034440092237e-06 PFKFB1 7.59246573488636 0.730876642965517 -3.37686865805482 1.4463271533237e-35 1.03412391462645e-34 ME2 3.31679231568182 4.76482956717241 0.522635932269159 3.6946509699396e-07 5.00791553271434e-07 ANGPTL4 25.8468620022727 7.15641941986207 -1.85267928973021 2.69189940582703e-31 1.26210365584677e-30 MED24 10.7605022089773 19.4002079905655 0.850326707464377 8.52882501554093e-06 1.07455680812542e-05 IER3 38.0922397447727 82.3586849320828 1.11242367594821 2.88047898197228e-11 4.84598228731807e-11 NUP210 5.03026773261364 18.3790722817103 1.86935685205609 3.4142767693903e-41 4.64991979069346e-40 EGLN3 2.29386916602273 6.93908128256552 1.59696155853505 2.12456539205903e-12 3.77407268403033e-12 P4HA1 14.7684283944318 31.8499444929931 1.10877455059764 5.61897856581807e-29 2.1716592835459e-28 DEPDC1 0.260816966022727 2.90857895608828 3.47920484362207 3.57592893037697e-46 1.02451610762734e-44 ALDH3B1 1.77475182113636 2.60088178848276 0.551383535259133 1.69657936872318e-05 2.11887205002109e-05 BIK 5.26864827693182 14.8782868856138 1.4977036443707 3.59279486355962e-19 8.35397830063456e-19 GPI 27.6310702076136 43.3216194559586 0.648795733270189 4.2256035182309e-14 8.11088997459085e-14 CHPF 16.7375468413636 43.1698200106483 1.36693498468327 1.93052984370569e-35 1.34666228121909e-34 ME1 16.8846915355682 7.01394599504828 -1.2674175956665 1.41634180930146e-09 2.16616982599047e-09 ADH6 0.137126510443182 0.0532443392468966 -1.36480745566452 1.5895842272152e-29 6.49458698547925e-29 MXI1 21.6902495407955 10.7593173348 -1.0114601073384 1.4344246557886e-32 7.74048021802905e-32 VEGFA 5.41913796068182 9.30706575606897 0.780263024385997 1.56618004934771e-07 2.13298806720688e-07 EGFR 16.8785915613636 5.97427931348965 -1.49835792881134 4.02021729222183e-46 1.04525649597768e-44 PGM2L1 2.08034257795455 3.37886867802759 0.699719158261722 2.99165826680906e-05 3.72006201872779e-05 NT5E 9.99394081227273 4.58081547478621 -1.1254492248067 8.20827098057943e-21 2.11492387427542e-20 KDELR3 9.78647618068182 22.8579965059586 1.22383757064343 1.68582430435377e-19 3.98467562847255e-19 ANG 12.9542326292045 7.71343316846897 -0.747978520342029 4.19588769012086e-21 1.10093933887575e-20 GOT2 22.2862488213636 35.5783499175586 0.674845796269565 9.75740768787416e-18 2.1632702315752e-17 TGFBI 15.8002586656818 23.4483837392414 0.569540306509944 0.00428312997152625 0.00493941601555043 PPP2R1B 13.77661703 5.54328651553103 -1.31340818186093 1.02147676791093e-25 3.60669574842625e-25 SDC3 25.6267135935227 17.1556305944966 -0.578966320781222 1.06336164896394e-16 2.23618699708593e-16 NUP85 6.1610341675 9.80716212533793 0.67066319118936 1.21025353012951e-18 2.74708340965905e-18 LDHA 70.4526109281818 112.4555326828 0.674629563814525 1.24277633274874e-17 2.71323687913084e-17 MIOX 0.0244132150227273 0.115036662383448 2.23635951986281 9.73733318773865e-17 2.06287206792093e-16 PPARGC1A 0.700008579431818 0.328596254467586 -1.09105656839812 3.44009091443741e-33 2.00788979903898e-32 GMPPB 3.12363831193182 5.05493729331034 0.694465782978759 3.70197421150787e-20 8.97258156348518e-20 ALG1 3.17802572829545 6.24897416206897 0.975488570593745 1.13707240672159e-36 8.78926238709121e-36 CENPA 0.434488476590909 4.80052094233103 3.46580115271415 1.85624923202782e-46 7.58410400514223e-45 PDK3 4.79301078931818 8.27380096169655 0.787618064322555 3.16255341211363e-10 4.99718384455524e-10 DCN 184.282645923977 46.6746790088276 -1.98120821147618 1.14954411563591e-37 1.06054715184474e-36 KIF20A 0.74381062875 9.09902926264828 3.61270536969238 1.52263501619357e-48 1.0886840365784e-46 AK4 12.7255117902273 6.58159300411034 -0.951214959052582 1.75528927303353e-29 6.97239905677208e-29 RAE1 5.21572847693182 10.2592844894207 0.975989444874672 7.27059383740417e-37 5.77608288193776e-36 PGP 3.29880362193182 8.4792020021931 1.36198559902874 2.08625265069092e-42 3.14035925314528e-41 ENO2 4.42136412443182 12.4739666382621 1.49635684711123 8.49555159167437e-12 1.47256227589022e-11 ADH1A 1.00553293909091 0.032905354857931 -4.9334941515079 3.23041923533719e-49 3.07966633768812e-47 B3GALT6 7.81224188193182 11.2955603618621 0.531947319593527 2.93748979853666e-11 4.91299463380985e-11 HK1 24.1406894234091 36.2677003565103 0.587218392572074 2.49544777385142e-20 6.20607011583918e-20 CLDN9 0.137710562727273 1.02551362837655 2.89663553741195 1.7764619695504e-17 3.79155315889115e-17 SLC16A3 1.06435837556818 5.49754666416552 2.36880394865739 8.68114936457777e-41 1.12854941739511e-39 AKR1A1 27.3173488019318 41.0243964147586 0.586664633497655 3.80912569883904e-22 1.06804897045879e-21 PFKFB4 0.965747925227273 2.3282963928 1.26955614728318 9.30994728977051e-34 5.6652019678178e-33 LDHB 124.798520833409 73.5963189601793 -0.761895320393546 1.21905634949407e-22 3.63177204120108e-22 LDHAL6A 0.106314774795455 0.0668277387696552 -0.669823141187075 6.93305458488527e-13 1.28756728005012e-12 GPC3 55.82264261375 9.24546744238621 -2.59403225449543 1.58681246163912e-43 3.02552242685859e-42 ADH4 0.722612304681818 0.0455372981503448 -3.98810122109724 5.61873121954436e-44 1.17835279167512e-42 TPI1 81.2403502342045 168.132573854841 1.0493308937595 5.44808625219127e-37 4.45186476607629e-36 PPP2R1A 30.6239503630682 45.7967309607448 0.580584223723084 4.80082351886989e-26 1.73801965366682e-25 GNE 10.3135725819318 6.21686312777931 -0.730285441747322 4.66259656188885e-27 1.73182158013014e-26 NUP205 8.43017150511364 12.4210382964552 0.559151888958931 3.54873196105281e-11 5.90079849337851e-11 VCAN 9.34975253261364 31.0310995476828 1.73071473218913 1.50037051156513e-23 4.71545017920469e-23 SDC1 33.4161938785227 125.026410426234 1.90361355604767 7.19026604426966e-31 3.31680014300181e-30 G6PD 14.0067831314773 23.8824489873517 0.76982512584778 4.64329566030897e-19 1.07095367649062e-18 SPAG4 0.904723356818182 2.73943535227586 1.59832993556054 8.74080138210616e-24 2.77763243920262e-23 AURKA 1.10187978227273 10.8768477173655 3.30322176518802 3.89967309685863e-50 1.11530650570157e-47 XYLT2 6.44379579102273 9.15104386057931 0.506025546541715 3.89666977773712e-06 4.99752267458662e-06 LDHAL6B 0.0624957040909091 0.0408338310137931 -0.613992096390671 8.1024637522234e-12 1.41299062996091e-11 ALDH2 41.2721893744318 9.46748795228966 -2.12411638597594 1.74572864097656e-29 6.97239905677208e-29 COPB2 20.4883593546591 36.1962874902759 0.821037271030121 3.035657851854e-37 2.55352395773601e-36 CHPF2 10.7805768886364 18.9313630713517 0.81234390839123 1.32115978105795e-31 6.74735173897453e-31 B3GNT3 4.88806935738636 3.12799045882621 -0.644028643808326 1.05616998325224e-08 1.54904930876995e-08 PCK2 10.3336325475 15.3829732201517 0.573986885108984 7.32936291239325e-13 1.3523856728674e-12 GYS2 0.992065842818182 0.0338031803006897 -4.8752049836833 2.52207377920553e-37 2.25410344016494e-36 MIF 12.8836431035227 35.8174003739724 1.4751200288099 1.06531809626601e-24 3.58448206508328e-24 EFNA3 2.68533156681818 10.0848690018207 1.90902020539892 1.03599133901526e-21 2.79522191470155e-21 B4GALT2 11.0465585194318 17.8063694788966 0.688796419179498 2.62180947832376e-20 6.4088676136803e-20 ALDH1B1 9.46187707215909 16.9068241904966 0.837407363938071 4.71809034875649e-25 1.62575161414983e-24 ADH1C 9.18169756284091 0.891516363671724 -3.36442772801521 3.45716445625109e-47 1.64791505747969e-45 GCKR 0.0718164775113636 0.0460411857724138 -0.641389902762404 3.3458102975014e-12 5.87056285328467e-12 TXN 82.9844273904545 165.605386006745 0.996837059436253 2.54439343442779e-31 1.21282753707725e-30 HTR2A 0.639057284306818 0.0749474564606896 -3.09199383591192 9.29506891866375e-38 8.86129903579278e-37 SAP30 4.79289147284091 10.0783145991448 1.07228621852231 2.02505907630608e-25 7.0630109246773e-25 ALDOB 0.165514624886364 0.0844797421475862 -0.97028136295674 3.55800845017722e-22 1.00751526410959e-21 ALDOC 21.7495244547727 6.5428094832 -1.73300169001002 3.24591109771904e-33 1.93402202905759e-32 PSMC4 20.7389966625 44.1838265368828 1.09117226928858 3.33777738433381e-46 1.02451610762734e-44 ISG20 1.49518263852273 3.28506647237241 1.13560084107974 6.03964931860153e-13 1.12898019942486e-12 EIF6 42.6028350782955 76.194236024 0.838732423953092 4.11806369279688e-30 1.73200914138222e-29 SLC25A10 4.31440206056818 9.94232429926897 1.20442253395679 6.27708159009466e-25 2.13719682710366e-24 ACSS2 24.8422096268182 8.39485128948965 -1.56521682800056 1.07756470001461e-42 1.7121305789121e-41 PMM2 1.49834949579545 2.98193247493793 0.992873411319822 6.05935105030827e-35 3.93857818270037e-34 PAXIP1 2.21955894454545 3.36412851848276 0.599959798717803 1.83718034370546e-11 3.14630885209438e-11 PLOD1 24.0701212322727 40.1119082750207 0.736787194088201 1.01847602406607e-09 1.5660437789403e-09 TFF3 46.4287111890909 193.248634408138 2.05736908046285 0.000329995117548971 0.000393244181745857 SOD1 80.1551811164773 117.860940062841 0.556217996078127 4.68616393355456e-15 9.30724225692086e-15 B4GALT1 46.460510325 70.5081568710069 0.60178516722031 1.76541640518696e-09 2.67147667663212e-09 GPC4 6.05305770318182 13.2941892086759 1.13505978292589 5.0742064188693e-07 6.84539167828594e-07 ARTN 0.230277869181818 1.91438278502345 3.0554316557688 5.48611829261536e-30 2.27395627780869e-29 PFKL 13.9125538793182 20.8620916918069 0.584496539038635 1.41786484832992e-12 2.55037324919721e-12 PPFIA4 0.2457522885 0.500173453195862 1.02522363690286 4.48721009183703e-05 5.53164692355772e-05 COG2 3.29876404863636 5.45066964045517 0.724507893010319 8.24636002454521e-22 2.24615139716184e-21 ZBTB20 0.495925722727273 0.271544706193103 -0.868934319180625 1.53723190240004e-23 4.77878613137404e-23 G6PC2 0.0312246577386364 0.0146816279144828 -1.08867381356747 2.20145294046e-12 3.88651568500963e-12 B4GALT4 2.67860857284091 3.97925006353103 0.571012789108907 1.48645493263268e-20 3.72917640993813e-20 ALDH3A2 21.6623336313636 14.2210863032828 -0.607156997377726 4.74801454881751e-21 1.23448378269255e-20 ADH5 36.4978906257955 20.5128595545931 -0.83128446480302 1.04248778016807e-42 1.7121305789121e-41 ALDOA 126.8596899025 264.083586561269 1.05776091653244 5.38410702113057e-32 2.7997356509879e-31 AK3 24.1887023728409 12.7045178964276 -0.928991746686518 2.94347212136332e-37 2.55100917184821e-36 GPD1 161.099729322045 3.80426059033655 -5.40419418620173 5.76816051868938e-44 1.17835279167512e-42 PKM 67.3844646909091 130.570710350828 0.954343382171284 5.22346036012292e-33 2.92923463332383e-32 VLDLR 7.04550979125 2.51694029052414 -1.48503310746076 5.76023198456642e-28 2.16766624682368e-27 PGK1 46.979337685 92.4440635909655 0.976554303801112 1.43764413306664e-35 1.03412391462645e-34 RRAGD 7.12557305102273 3.53043685671724 -1.01315932906894 3.49225365822837e-28 1.33171272833775e-27 PAM 26.9658480479545 17.1543343207724 -0.652560263068422 4.4262516570046e-20 1.06378821336413e-19 PYGL 30.5521402946591 14.782548290069 -1.0473784599534 5.12482165005247e-09 7.63384891622399e-09 PPARA 3.29989726011364 1.36393163958621 -1.2746497697866 5.39278124066981e-34 3.35290311919906e-33 PGM1 35.4829188020455 17.1300229391034 -1.05059760632458 6.30952733984008e-27 2.31349335794136e-26 SRD5A3 6.11179308284091 12.3646688547034 1.01655599629599 3.39705385444018e-23 1.04468537889236e-22