| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AADACL4", | |
| "A1BG-AS1", | |
| "A1CF", | |
| "AAMDC", | |
| "AASDHPPT", | |
| "AASS", | |
| "A2M", | |
| "ABCA2", | |
| "A3GALT2", | |
| "AAK1", | |
| "ABCA4", | |
| "ABCB5", | |
| "AADACL2", | |
| "AAAS", | |
| "AARS2", | |
| "A4GALT", | |
| "AAR2", | |
| "ABHD12B", | |
| "AACSP1", | |
| "ABCD2", | |
| "AARSD1", | |
| "ABCB1", | |
| "A4GNT", | |
| "ABCC5", | |
| "AAGAB", | |
| "ABCC4", | |
| "ABHD13", | |
| "ABCB6", | |
| "AATK", | |
| "ABHD12", | |
| "ACCS", | |
| "ABCB4", | |
| "AADACL3", | |
| "ACHE", | |
| "ABCB7", | |
| "ABHD11", | |
| "ABCA8", | |
| "ABCB8", | |
| "ABITRAM", | |
| "AAMP", | |
| "ABHD16A", | |
| "ABCG1", | |
| "AADAT", | |
| "ABCA6", | |
| "ABCD3", | |
| "ABL2", | |
| "A1BG", | |
| "ACCSL", | |
| "AARS1", | |
| "ABCA1", | |
| "AATF", | |
| "ABCC6P1", | |
| "ABCC11", | |
| "ABHD18", | |
| "ABCG4", | |
| "ABCC1", | |
| "ABCG2", | |
| "ABCA12", | |
| "AANAT", | |
| "ACAN", | |
| "AACS", | |
| "ACAA2", | |
| "ACER1", | |
| "ACADSB", | |
| "ABCD1", | |
| "ABHD17AP1", | |
| "ABHD14A", | |
| "ABHD6", | |
| "ABCA7", | |
| "ACAD9", | |
| "ACP4", | |
| "ABHD17B", | |
| "ABAT", | |
| "ACBD7", | |
| "ACE2", | |
| "ADAMTS14", | |
| "ACSM1", | |
| "ABCC6", | |
| "ADAMTS19", | |
| "ABHD5", | |
| "ACD", | |
| "ADAD2", | |
| "ACTRT2", | |
| "ADAM28", | |
| "ACER2", | |
| "ACMSD", | |
| "ABHD17A", | |
| "ABRAXAS2", | |
| "ABCE1", | |
| "ACOT9", | |
| "ACADS", | |
| "ADRA1D", | |
| "ACOT8", | |
| "ACOX1", | |
| "ADAMTS12", | |
| "ABCC9", | |
| "ABCG5", | |
| "ACE", | |
| "ABI3BP", | |
| "AADAC", | |
| "ABO", | |
| "ADAMTS13", | |
| "ABI3", | |
| "ACKR4", | |
| "ACSL3", | |
| "ACO1", | |
| "ADGRA3", | |
| "AGBL4", | |
| "ACKR3", | |
| "ACACB", | |
| "ACAA1", | |
| "ACAP2", | |
| "ADAMTS20", | |
| "ACTMAP", | |
| "ACADVL", | |
| "ACOX3", | |
| "ACR", | |
| "ADIPOQ", | |
| "ADAM19", | |
| "ABCB11", | |
| "ABCC12", | |
| "AASDH", | |
| "ABTB3", | |
| "ACSF2", | |
| "ADAM29", | |
| "ACVR1C", | |
| "ACSL1", | |
| "ADAM21", | |
| "ADGRB1", | |
| "ACP6", | |
| "ADAD1", | |
| "ACP2", | |
| "ADH5P4", | |
| "ACTBL2", | |
| "ANGPT4", | |
| "ABCF2", | |
| "ACSM4", | |
| "ALOXE3", | |
| "ABRACL", | |
| "ACSM5", | |
| "ADAM11", | |
| "ADAM18", | |
| "ADAMTS8", | |
| "ABHD8", | |
| "ACER3", | |
| "ACTR5", | |
| "AMBP", | |
| "ABCA3", | |
| "ADAMTS17", | |
| "ABTB2", | |
| "ABCC13", | |
| "ADGRG4", | |
| "ABRA", | |
| "ADGRD1", | |
| "ABCG8", | |
| "ABRAXAS1", | |
| "ABCA10", | |
| "AGBL2", | |
| "ANGPTL1", | |
| "ABLIM3", | |
| "ABHD10", | |
| "AKNAD1", | |
| "ALKAL1", | |
| "ACSF3", | |
| "ACTR10", | |
| "AGAP2", | |
| "AKAP4", | |
| "ABCA13", | |
| "AK2P2", | |
| "ACAD11", | |
| "ACIN1", | |
| "ADCK1", | |
| "BPIFB6", | |
| "ATRX", | |
| "GDF9", | |
| "BAAT", | |
| "ABCF1", | |
| "ABCC3", | |
| "ACP5", | |
| "ACOD1", | |
| "ACACA", | |
| "ADAT3", | |
| "ACTN1", | |
| "CDK15", | |
| "ABHD2", | |
| "ABLIM2", | |
| "ATP11AUN", | |
| "AGAP7P", | |
| "ACSS1", | |
| "ACRBP", | |
| "ACOXL", | |
| "CLDN24", | |
| "AGTR1", | |
| "ACTR2", | |
| "ABCB10", | |
| "AAA1", | |
| "RGP1", | |
| "ALKAL2", | |
| "AFAP1", | |
| "ABHD15", | |
| "ADAP1", | |
| "ANKRD13B", | |
| "ALG14", | |
| "ACOX2", | |
| "EPS8", | |
| "C10orf95", | |
| "ABCD4", | |
| "C2orf68", | |
| "ACKR1", | |
| "ARHGEF25", | |
| "CSGALNACT1", | |
| "ANTKMT", | |
| "BCO1", | |
| "ADPRHL1", | |
| "CIB3", | |
| "ATP1A4", | |
| "FRG2C", | |
| "ADCYAP1R1", | |
| "LINC00115", | |
| "HGF", | |
| "ABHD4", | |
| "ADAM15", | |
| "CCHCR1", | |
| "AGO2", | |
| "ADRA1B", | |
| "BPY2B", | |
| "ACAT2", | |
| "ACOT2", | |
| "ABHD3", | |
| "EPM2A", | |
| "IFNA4", | |
| "CEACAM18", | |
| "CROCCP2", | |
| "AGR3", | |
| "AMTN", | |
| "ARMH4", | |
| "OR2B11", | |
| "FAM168A", | |
| "C1D", | |
| "ADAM21P1", | |
| "MANEAL", | |
| "ANXA9", | |
| "CDH26", | |
| "ALG5", | |
| "TSPAN19", | |
| "ASRGL1", | |
| "MIR548A1", | |
| "ADIRF", | |
| "ARL3", | |
| "ART1", | |
| "KRT15", | |
| "AGAP9", | |
| "ADAMTSL5", | |
| "CD80", | |
| "DMBX1", | |
| "DTX4", | |
| "ADARB2", | |
| "ACLY", | |
| "ANKRD20A11P", | |
| "COL12A1", | |
| "ACTR3C", | |
| "ANKRD39", | |
| "ADH1B", | |
| "C10orf55", | |
| "BMAL2", | |
| "ALK", | |
| "LRGUK", | |
| "CADM3", | |
| "ASAP3", | |
| "ACAT1", | |
| "C16orf86", | |
| "ADNP", | |
| "APOA1", | |
| "AHR", | |
| "ANO3", | |
| "COPS9", | |
| "CCNP", | |
| "AKIRIN1", | |
| "AGA", | |
| "ADCY9", | |
| "ART5", | |
| "BAZ2A", | |
| "AIPL1", | |
| "ARGFXP2", | |
| "ADAM6", | |
| "GOLM1", | |
| "FOXE1", | |
| "ARHGAP11B", | |
| "ASB11", | |
| "ANGPTL6", | |
| "GAGE7", | |
| "ADGRF3", | |
| "ANKUB1", | |
| "CBARP", | |
| "IGFLR1", | |
| "GLIS1", | |
| "ACTC1", | |
| "ATOH8", | |
| "ANKRD29", | |
| "DCX", | |
| "GPIHBP1", | |
| "ANKRD40CL", | |
| "GLIPR1L2" | |
| ], | |
| "Coefficient": [ | |
| -0.11528551864748833, | |
| -0.11465742115044801, | |
| -0.11103412682920547, | |
| -0.09629251360836182, | |
| -0.09533272782570949, | |
| 0.08290464082457928, | |
| 0.08072253087051125, | |
| 0.06843887119837612, | |
| 0.06756616018108426, | |
| 0.06277682459710016, | |
| -0.05663814454293814, | |
| 0.05479259956370198, | |
| -0.053934019889080094, | |
| -0.05375472831663104, | |
| 0.05311641608358918, | |
| -0.05100508531395803, | |
| -0.05007723478104422, | |
| 0.04712060991520533, | |
| 0.045877529278821896, | |
| 0.04412833711105265, | |
| 0.04067642745648878, | |
| -0.03861918691754718, | |
| 0.03728338991408305, | |
| -0.03669275380295693, | |
| -0.03499314971164697, | |
| 0.03495444243377499, | |
| -0.0346269044024848, | |
| 0.034204212734602814, | |
| 0.03058566888439937, | |
| 0.030466911132741897, | |
| 0.0304021733170373, | |
| -0.029893404450644045, | |
| -0.029203606572371414, | |
| -0.028875283811897294, | |
| 0.028692295186971695, | |
| -0.027876364244680672, | |
| 0.02743822387846262, | |
| -0.026131709969371846, | |
| 0.02594877628603227, | |
| 0.02589031161312775, | |
| -0.025496422097274794, | |
| -0.025489044781321246, | |
| 0.02440504048391024, | |
| -0.023473125690963513, | |
| -0.02292973143191767, | |
| 0.02264428364953184, | |
| -0.022131600345222664, | |
| -0.021811492749032747, | |
| -0.02129510690114498, | |
| -0.02101955587037568, | |
| 0.020604127930399365, | |
| -0.01984420494708248, | |
| 0.019620288656179045, | |
| -0.019395975146847245, | |
| -0.019167943834384256, | |
| 0.018226730778668147, | |
| 0.018203067004238543, | |
| 0.017794476752490594, | |
| 0.017446298008846405, | |
| 0.01640532133351261, | |
| -0.015899422529399576, | |
| -0.015721286443024136, | |
| -0.014980691806895374, | |
| 0.01480814102026822, | |
| 0.014419715212446652, | |
| 0.013918040458430125, | |
| -0.013824462494713436, | |
| 0.01372932611285593, | |
| 0.013273757750556735, | |
| 0.012972651480136788, | |
| 0.012639596991141325, | |
| -0.01237923463662877, | |
| -0.011832320595953957, | |
| -0.011602505705762206, | |
| -0.011541930765258985, | |
| 0.01146971304121838, | |
| -0.011464471712420071, | |
| 0.010943475613215443, | |
| -0.0098628714394934, | |
| -0.009825921289768346, | |
| -0.009825563383075884, | |
| -0.009537769725579816, | |
| 0.00950298282283643, | |
| -0.009245122496715129, | |
| 0.009145587471484211, | |
| 0.008631480231235038, | |
| -0.00850619354735691, | |
| -0.008045924303987153, | |
| 0.007954075855571355, | |
| 0.007776548484349341, | |
| -0.007762380336601567, | |
| 0.007757027974861275, | |
| -0.006947656221484809, | |
| -0.006937262862625088, | |
| 0.006718621632893545, | |
| 0.006713287313900881, | |
| 0.006551410856987803, | |
| -0.006301958435445542, | |
| 0.006241641960700678, | |
| 0.006117269445715083, | |
| -0.005848232566877816, | |
| -0.005751526845021088, | |
| 0.005615461829429879, | |
| 0.005396346321237238, | |
| -0.005294757505356783, | |
| 0.005082732040904447, | |
| -0.005080465450002156, | |
| 0.004998939709791506, | |
| -0.004456932812207116, | |
| 0.004373736964544033, | |
| -0.004373559055769119, | |
| -0.004349241573672785, | |
| 0.004141710740010834, | |
| 0.004028909320259153, | |
| -0.004012187358080917, | |
| 0.0039355168326633515, | |
| 0.003781922666781636, | |
| -0.0036556550169264115, | |
| -0.0036364013904275883, | |
| -0.003631362951949129, | |
| 0.003630117715983543, | |
| 0.0036228655384272267, | |
| -0.0034031624676980296, | |
| 0.003399814215492477, | |
| -0.0033436315785308895, | |
| 0.0033287294922176836, | |
| 0.0032049823092704815, | |
| 0.0031536926782903194, | |
| 0.0031451657911863635, | |
| 0.003111094772539676, | |
| 0.0030814963998723978, | |
| 0.003059512037398766, | |
| 0.0029891811829431385, | |
| 0.0029077879859837306, | |
| -0.0028720099579675595, | |
| 0.002833796925475798, | |
| 0.0028011446259774923, | |
| 0.002791074594570784, | |
| -0.002739681708437537, | |
| -0.002722949026631198, | |
| 0.0025979064339418977, | |
| -0.002427907607704472, | |
| -0.002398393611019075, | |
| -0.002393864671643654, | |
| 0.0023766561866244667, | |
| -0.002327234600939805, | |
| -0.0023027825949878053, | |
| 0.002254611375479225, | |
| -0.0021633475960342726, | |
| 0.002068448668032659, | |
| -0.00205967421249192, | |
| -0.0019700441659471425, | |
| 0.0019180034223116014, | |
| 0.0019168608771673572, | |
| 0.0018844090617065074, | |
| -0.001854047401879434, | |
| -0.0018525243931762042, | |
| 0.0017917371028571244, | |
| -0.001738370294623928, | |
| 0.0017201385007368359, | |
| 0.0016944509159003986, | |
| 0.0016421217398781527, | |
| 0.0015891863056486009, | |
| 0.0015633428458992006, | |
| -0.001560657452177904, | |
| 0.0015428540362679875, | |
| -0.00147593102403549, | |
| -0.001368402346919366, | |
| -0.0013162766109336113, | |
| -0.001309423719738404, | |
| -0.0012358593849565065, | |
| 0.0012142956245767176, | |
| -0.001189084579192721, | |
| -0.0011625185792381151, | |
| 0.001129004320840293, | |
| -0.0010940730597360968, | |
| 0.0010905691871049084, | |
| 0.0010631613261800094, | |
| -0.0010254937866652923, | |
| 0.0009960568037757302, | |
| 0.0009955400570770474, | |
| 0.00099506546293274, | |
| -0.0009752694527046564, | |
| -0.0009655925176324682, | |
| 0.0009485782956063403, | |
| 0.0009384084634657865, | |
| 0.0009352353785190776, | |
| -0.0008884444886115272, | |
| 0.0008764482924764896, | |
| -0.0008698807018682711, | |
| 0.0008557302503787601, | |
| -0.0008214231626306795, | |
| -0.0007913098008385364, | |
| -0.0007816534934274062, | |
| -0.0007815078348646117, | |
| -0.0007721467911940906, | |
| -0.0007269192070054586, | |
| 0.0007055658909454026, | |
| -0.0007047062329448221, | |
| -0.0006518799516034772, | |
| 0.0006183615659028205, | |
| 0.0005804630270322291, | |
| 0.0004951050443421463, | |
| 0.0004858929814641451, | |
| 0.00048260658538488716, | |
| -0.0004757713327792026, | |
| 0.0004340998959071963, | |
| -0.0004336622877735378, | |
| 0.0004179654465484825, | |
| -0.0004163763382216951, | |
| 0.0004137185409732896, | |
| 0.00036814071135070944, | |
| 0.00035987530760115874, | |
| -0.00035286777301949226, | |
| 0.0003442757934999541, | |
| 0.00033239876321047244, | |
| 0.00032964906609466224, | |
| 0.00031570226158162106, | |
| 0.0003113296913729155, | |
| 0.00030332964597566003, | |
| -0.00030235149366596197, | |
| -0.0002856226320304718, | |
| 0.00028382205600429504, | |
| -0.0002761139763622695, | |
| -0.00026363233128974615, | |
| -0.0002627277345797526, | |
| 0.00026224068703087345, | |
| 0.0002585958918581441, | |
| -0.0002572857803766518, | |
| 0.00025122264740501095, | |
| -0.00023821097964798416, | |
| -0.00023809448450158276, | |
| 0.00022778710219925106, | |
| -0.00022752596931561891, | |
| -0.00022641829692512447, | |
| 0.00021738726862436186, | |
| 0.00021166461873345794, | |
| 0.00020898231772779893, | |
| 0.00020266818670929172, | |
| -0.00018610388943745586, | |
| 0.00017156306140342841, | |
| 0.00017076510478825112, | |
| -0.0001705042557532285, | |
| 0.00016704108142709623, | |
| -0.00016530731178843527, | |
| -0.00015756474758094372, | |
| -0.00015739632956235974, | |
| -0.00015206272324865032, | |
| -0.00014590580094303915, | |
| -0.0001424535237690194, | |
| -0.00014164811377918719, | |
| -0.0001099035356938166, | |
| 0.00010904803335893491, | |
| -0.00010839962683579932, | |
| -0.00010795577596688899, | |
| -0.0001078873920363214, | |
| 0.00010767913383336377, | |
| -0.0001041949646994048, | |
| -0.0001035794756875026, | |
| 0.00010203512578456809, | |
| 9.886393572437048e-05, | |
| 8.974946004438353e-05, | |
| 8.47260444664523e-05, | |
| -8.443003182900824e-05, | |
| 8.388924734722325e-05, | |
| 8.177137252387908e-05, | |
| -8.137964586009684e-05, | |
| -6.844574098285865e-05, | |
| 6.62688832166813e-05, | |
| 6.281253253658596e-05, | |
| 6.194734896986878e-05, | |
| -5.727146647834438e-05, | |
| -5.3699079572823755e-05, | |
| -5.333087936727982e-05, | |
| 5.2057688024087024e-05, | |
| 5.000727104949083e-05, | |
| 4.8575686689052776e-05, | |
| -4.5567526088106326e-05, | |
| 4.294896080197478e-05, | |
| -3.9873911106010654e-05, | |
| 3.8444555296863545e-05, | |
| -3.7287949993349994e-05, | |
| -3.591800788328053e-05, | |
| 3.0883856862834574e-05, | |
| 3.0750148915157415e-05, | |
| 2.900342288658427e-05, | |
| 2.8876435632833798e-05, | |
| 2.8743600898658982e-05, | |
| -2.7000035671245497e-05, | |
| 2.4994678503702836e-05, | |
| -2.06807019114753e-05, | |
| -1.1160512871909696e-05, | |
| -1.0768871966765249e-05, | |
| 9.295731737705471e-06, | |
| 8.567675489365302e-06, | |
| -8.474594465106722e-06, | |
| 6.286985306591405e-06, | |
| 3.855591314233982e-06, | |
| 2.8111729810661423e-06, | |
| -1.0742694599800528e-06, | |
| 1.0630460799263152e-06, | |
| -8.684512241473956e-07, | |
| 3.403074701366182e-08 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.11528551864748833, | |
| 0.11465742115044801, | |
| 0.11103412682920547, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.0, | |
| "precision": 92.66666666666667, | |
| "recall": 93.33333333333334, | |
| "f1": 92.62626262626263 | |
| }, | |
| "selection": { | |
| "precision": 0.40741429743827473, | |
| "recall": 0.916030534351145, | |
| "f1": 0.5630871208310501, | |
| "jaccard": 0.28261574327802813 | |
| } | |
| } | |
| } |