| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AADAC", | |
| "A4GALT", | |
| "ABCA3", | |
| "AAR2", | |
| "AAGAB", | |
| "ABHD17B", | |
| "AATK", | |
| "ABCD2", | |
| "AANAT", | |
| "ABHD11", | |
| "ABCB8", | |
| "ABCB6", | |
| "A1CF", | |
| "ABCC6", | |
| "ABCG5", | |
| "AAMP", | |
| "AAAS", | |
| "ABCC6P1", | |
| "ABCC10", | |
| "AAMDC", | |
| "ABCB1", | |
| "ABCA8", | |
| "ABCC4", | |
| "ABHD5", | |
| "ABCD1", | |
| "AACS", | |
| "ACHE", | |
| "ABCB11", | |
| "ABCA11P", | |
| "ACTR5", | |
| "ACO1", | |
| "ADAM17", | |
| "ACSF2", | |
| "ABCG1", | |
| "ABLIM3", | |
| "ADAM19", | |
| "ACBD4", | |
| "ABHD18", | |
| "ABHD6", | |
| "ABCB7", | |
| "ABHD10", | |
| "ACTN2", | |
| "ACVR2A", | |
| "AATF", | |
| "ABCC2", | |
| "ABCC9", | |
| "ACOT1", | |
| "ACOXL", | |
| "ADPRM", | |
| "ABCF1", | |
| "ACOX1", | |
| "ABHD3", | |
| "ABCC1", | |
| "ABCA7", | |
| "ABTB2", | |
| "ACRV1", | |
| "ABRAXAS2", | |
| "ACSL1", | |
| "ADARB2", | |
| "ADRA1B", | |
| "ACTR3P2", | |
| "AASS", | |
| "ABCD1P2", | |
| "ABCG2", | |
| "ACTG1P4", | |
| "ACAA2", | |
| "ACTL7B", | |
| "ADGRV1", | |
| "ACD", | |
| "ABCC5", | |
| "ACTL7A", | |
| "ACSM2A", | |
| "ACSM1", | |
| "ACSL4", | |
| "ABCD3", | |
| "AARS1", | |
| "ACAD10", | |
| "ABCB9", | |
| "ADRA1A", | |
| "A4GNT", | |
| "ACSBG2", | |
| "ALDH3A1", | |
| "ADRA2B", | |
| "ABHD8", | |
| "ADAMTS13", | |
| "ACTA2", | |
| "ADH5", | |
| "ADAM3A", | |
| "ABCA6", | |
| "ABT1", | |
| "ACTR3B", | |
| "ADAM22", | |
| "ADGRA2", | |
| "ACTC1", | |
| "ADGRA3", | |
| "ABHD2", | |
| "ABCA12", | |
| "AARSD1", | |
| "ACR", | |
| "AIRE", | |
| "APH1B", | |
| "ABI3BP", | |
| "ADGRG1", | |
| "ADGRG3", | |
| "AMFR", | |
| "AMACR", | |
| "B3GNTL1", | |
| "ABO", | |
| "ALG6", | |
| "ALG8", | |
| "BRF1", | |
| "ABR", | |
| "ACVR1", | |
| "ADIPOR2", | |
| "ACP6", | |
| "ACSL3", | |
| "ADAP2", | |
| "ADAMTS20", | |
| "ABHD14A", | |
| "ACTR2", | |
| "ADAM15", | |
| "ACOT13", | |
| "ADCY6", | |
| "ABCG4", | |
| "ACADSB", | |
| "ACVRL1", | |
| "ABCA1", | |
| "AGBL3", | |
| "ADPGK", | |
| "AGRP", | |
| "ADH1C", | |
| "ACSM5", | |
| "ACKR1", | |
| "ABHD4", | |
| "ADA", | |
| "AKIRIN1", | |
| "AMIGO3", | |
| "ABAT", | |
| "ACOT2", | |
| "ADTRP", | |
| "ACTA1", | |
| "ACSS3", | |
| "AGBL5", | |
| "CH25H", | |
| "ALG12", | |
| "ANO1", | |
| "ACAT1", | |
| "AGFG1", | |
| "ACTBP9", | |
| "ACKR3", | |
| "AMH", | |
| "ABCA5", | |
| "ABITRAM", | |
| "ADRA2A", | |
| "ADCY7", | |
| "ACOT11", | |
| "CDA", | |
| "ADRA1D", | |
| "ARNT", | |
| "CARS2", | |
| "ACADL", | |
| "ACTR6", | |
| "ANGEL2", | |
| "ABCC8", | |
| "ADCYAP1R1", | |
| "APIP", | |
| "ACOX3", | |
| "ADAM5", | |
| "ACTR1B", | |
| "ACTR8", | |
| "ACSBG1", | |
| "AGTPBP1", | |
| "AKAP10", | |
| "AFF3", | |
| "ACAD8", | |
| "ADAMTS3", | |
| "AGPAT4", | |
| "DAO", | |
| "ACTB", | |
| "AFF1", | |
| "ADCY2", | |
| "ADAM30", | |
| "ATP13A3", | |
| "AMN", | |
| "GSTT1", | |
| "ATP5MC2P1", | |
| "AGAP10P", | |
| "ANGPT4", | |
| "ALG11", | |
| "ACAA1", | |
| "DNAJC28", | |
| "ANGPTL3", | |
| "ADAM28", | |
| "BTF3P13", | |
| "ABL1", | |
| "CD24", | |
| "ADCY1", | |
| "ACP2", | |
| "ABCF3", | |
| "CRLF3", | |
| "DACH1", | |
| "ADD1", | |
| "ABCB4", | |
| "ACADM", | |
| "KCND1", | |
| "CA5BP1", | |
| "ABCE1", | |
| "ADAM9", | |
| "ALDH3A2", | |
| "ADAMTSL2", | |
| "ABI1", | |
| "ASCL1", | |
| "ADRB1", | |
| "ACTN4", | |
| "ACOT8", | |
| "ENO3", | |
| "ATP2C2", | |
| "AHSG", | |
| "AAK1", | |
| "ACAP1", | |
| "ARSF", | |
| "ADAMTS8", | |
| "ADAR", | |
| "BHMT2", | |
| "API5", | |
| "STAT5B", | |
| "ALG13", | |
| "AIDA", | |
| "TTR", | |
| "AKAP17A", | |
| "ACP5", | |
| "CDH6", | |
| "OPN1SW", | |
| "CLCNKA", | |
| "ANKRD49", | |
| "BMAL2", | |
| "ARL4D", | |
| "ARL3", | |
| "ADIPOQ", | |
| "ALOX15", | |
| "APOM", | |
| "ARL15", | |
| "AKR1C3", | |
| "ASPHD1", | |
| "ACSL6", | |
| "ACAN", | |
| "ART3", | |
| "ACTL6B", | |
| "BRS3", | |
| "BDKRB2", | |
| "ADGRG2", | |
| "ADARB1", | |
| "CD226", | |
| "APOBR", | |
| "BAHCC1", | |
| "ADAT1", | |
| "ANKRD1", | |
| "DARS2", | |
| "ALDH1A3", | |
| "ANKRD2", | |
| "ABCF2", | |
| "ADD3", | |
| "ADAM21", | |
| "ARHGAP1", | |
| "CHP2", | |
| "ADCY10", | |
| "APPL2", | |
| "ANGPTL4", | |
| "ARSA", | |
| "ARC", | |
| "ACYP2", | |
| "MYBPC2", | |
| "ATP6V1B1", | |
| "BACE1", | |
| "COIL", | |
| "BCAS4", | |
| "ARB2A", | |
| "ASPN", | |
| "ACAT2", | |
| "KDM4D", | |
| "DSC1", | |
| "C3orf36", | |
| "ACACB", | |
| "ARHGAP25", | |
| "ADAM23", | |
| "GASK1B", | |
| "APBB1IP", | |
| "ADD2", | |
| "AIMP2", | |
| "ABHD17A", | |
| "ACADS", | |
| "LNPEP", | |
| "ARG1", | |
| "AMIGO2", | |
| "ASTN2", | |
| "CRYZ", | |
| "AKR1C1", | |
| "GEMIN8", | |
| "ALS2CL", | |
| "CCPG1", | |
| "MTNR1A", | |
| "ADORA3", | |
| "ACTR3", | |
| "BTN3A2", | |
| "CLIP4", | |
| "ANXA8", | |
| "GCFC2", | |
| "ADAMDEC1", | |
| "AKR1C2", | |
| "ADISSP", | |
| "ANKRD12", | |
| "AP1G1", | |
| "KCNC4", | |
| "SP3P", | |
| "ADAMTS1", | |
| "ADAMTS12", | |
| "ASF1B", | |
| "AGFG2", | |
| "CDH11", | |
| "AGAP5", | |
| "ABLIM1", | |
| "ANKRD27", | |
| "DKKL1", | |
| "ACTG2", | |
| "AGAP9", | |
| "XIAP", | |
| "AEBP1", | |
| "LSP1", | |
| "DDX60", | |
| "ADRB2", | |
| "DNAI7", | |
| "ACSL5", | |
| "ADAM3B", | |
| "CD82", | |
| "ASH1L", | |
| "AGO3", | |
| "ACTMAP", | |
| "BTRC", | |
| "ANKFY1", | |
| "CRTAM", | |
| "RGS9", | |
| "ADAMTSL3", | |
| "ACACA", | |
| "EXOC6B", | |
| "CA12", | |
| "AMMECR1", | |
| "FZD9", | |
| "ELANE", | |
| "COQ8B", | |
| "ADGRL4", | |
| "ZNF37BP", | |
| "ANXA13", | |
| "GNLY", | |
| "BIN3-IT1", | |
| "BCKDHB", | |
| "PDZRN4", | |
| "HLA-DQB1", | |
| "ENTPD1-AS1", | |
| "CDK5RAP2", | |
| "ASXL1", | |
| "ADAM7", | |
| "B4GALT4", | |
| "GNMT", | |
| "BDNF", | |
| "AOAH", | |
| "ACAP2", | |
| "MANEA", | |
| "EPN3", | |
| "AGBL2", | |
| "ADAM2", | |
| "OAS1", | |
| "CD72", | |
| "RRP7A", | |
| "INAVA", | |
| "AGK", | |
| "ALOXE3", | |
| "CHRNA4", | |
| "APOBEC1", | |
| "DPM1", | |
| "AGR2", | |
| "HSPB2", | |
| "ADORA2A", | |
| "DBF4B", | |
| "ITM2A", | |
| "ADM", | |
| "APCS", | |
| "CAV3", | |
| "AIMP1", | |
| "ALX4", | |
| "AP5S1", | |
| "PPY", | |
| "NR4A2", | |
| "AIP", | |
| "ANXA8L1", | |
| "ABCC6P2", | |
| "ACSM2B" | |
| ], | |
| "Coefficient": [ | |
| -0.17919317174973606, | |
| 0.14578252804576622, | |
| 0.08849875077266496, | |
| -0.0837794951768084, | |
| -0.0832512952506062, | |
| -0.0828591125127354, | |
| -0.08283253137391985, | |
| -0.08170350826427562, | |
| -0.07906226499831621, | |
| -0.06784729149871149, | |
| -0.06375695665193987, | |
| 0.05671863924120156, | |
| -0.05554280315973833, | |
| -0.05459214684392228, | |
| -0.05407546777809885, | |
| 0.04770825434524816, | |
| 0.047177709049676254, | |
| 0.04609134914777902, | |
| -0.045435738789874454, | |
| 0.045304292404643516, | |
| 0.043145158232224534, | |
| -0.04230531795111255, | |
| 0.039610829228428165, | |
| -0.0387576735796068, | |
| -0.03723302998243051, | |
| -0.03584772158786903, | |
| 0.034638148663555766, | |
| 0.034576613423578116, | |
| -0.033861064298911066, | |
| -0.03380140583152997, | |
| 0.03370485234889391, | |
| -0.033105468781260645, | |
| 0.03301163300831971, | |
| -0.03184028204872972, | |
| -0.030940416594983342, | |
| -0.03064093018217797, | |
| 0.030450760080406158, | |
| -0.030387589880100638, | |
| 0.030049293914087713, | |
| 0.02991673110623376, | |
| -0.029329695870307176, | |
| -0.02910524538208075, | |
| 0.028758106593601354, | |
| 0.028540376853006796, | |
| -0.026946199433427798, | |
| 0.025243435044801473, | |
| -0.025158065192940823, | |
| -0.024913276895558736, | |
| -0.02458790306414818, | |
| -0.023741161747922686, | |
| -0.023176456104662242, | |
| 0.022736649230929468, | |
| -0.022149080873906723, | |
| -0.022005081461844756, | |
| -0.021965131594893137, | |
| -0.020928622868219948, | |
| -0.020268618125687907, | |
| 0.020154432689994842, | |
| 0.01996569247716283, | |
| 0.01988846363497625, | |
| -0.01913225505441611, | |
| 0.01893215657759317, | |
| -0.017743849630993753, | |
| -0.017348823844003762, | |
| -0.017239751238456183, | |
| 0.016998015974584807, | |
| -0.016833450735899758, | |
| -0.016518892121371042, | |
| -0.016216925518710828, | |
| 0.0160636488621268, | |
| -0.01567027829057304, | |
| -0.015575522208849064, | |
| 0.015514792253759601, | |
| 0.015441881855507019, | |
| 0.01533725596280513, | |
| 0.014775595018799246, | |
| -0.01452182572101201, | |
| 0.014297012996445682, | |
| -0.014246224960420134, | |
| 0.014234536731711668, | |
| 0.013936213341683457, | |
| 0.013829020176765, | |
| 0.013816623198276654, | |
| -0.013750676801144082, | |
| -0.013750187887328801, | |
| -0.013737219605275325, | |
| -0.013324862499773708, | |
| 0.013227431043214838, | |
| 0.013171583132502678, | |
| -0.012852003918166145, | |
| 0.012821625747027447, | |
| 0.01235893208899701, | |
| -0.011585810259226042, | |
| -0.011422781315444308, | |
| -0.01139977550777104, | |
| -0.01083542366954174, | |
| -0.010663324795858738, | |
| -0.0105992417031056, | |
| 0.010483725886195347, | |
| 0.010464520662106024, | |
| -0.010455118359441323, | |
| 0.010425846833254508, | |
| 0.010336223645682655, | |
| 0.010154523271940254, | |
| 0.01011076059671001, | |
| -0.01009040838134355, | |
| -0.00954517614232859, | |
| -0.009477640853586194, | |
| 0.009451929193595679, | |
| 0.00926019574549285, | |
| 0.008992035744275043, | |
| -0.008782545692400855, | |
| 0.008707650908276751, | |
| 0.00854432435921136, | |
| 0.008373532954754546, | |
| -0.008338250070536159, | |
| 0.008123972999285198, | |
| -0.008016688624136346, | |
| -0.007991908259190153, | |
| -0.007824153970095211, | |
| 0.007785360499633893, | |
| 0.007627320532860211, | |
| 0.007626538296253698, | |
| -0.007578755053034165, | |
| -0.007344825843686807, | |
| 0.007335618534667679, | |
| -0.007332741779318765, | |
| -0.007291120994438317, | |
| 0.006938546151942123, | |
| -0.0068645262840402515, | |
| 0.00674522898007707, | |
| -0.006661891423336158, | |
| 0.006641647338153949, | |
| -0.0064527145271531874, | |
| -0.006317055207923882, | |
| 0.006291708129966602, | |
| 0.006256829575074019, | |
| -0.006252110373339803, | |
| -0.006242556653807396, | |
| -0.006041152609213031, | |
| -0.0059573902907349855, | |
| 0.005952323663629238, | |
| -0.005826663211668123, | |
| -0.005696130794646049, | |
| 0.005691679640390531, | |
| -0.005674465294613313, | |
| -0.005642126696342474, | |
| -0.0055312370775294955, | |
| -0.005401535224468234, | |
| -0.005365863365061806, | |
| 0.005298248903708581, | |
| 0.00526432930634043, | |
| 0.005262919859709352, | |
| -0.005168417519194464, | |
| -0.0051366873133257265, | |
| -0.005122140973282848, | |
| 0.005114376426496471, | |
| -0.005053500824707215, | |
| -0.00501648998674729, | |
| -0.005010077883105696, | |
| 0.0050022946710489916, | |
| 0.0046266193864053055, | |
| 0.004528759579421186, | |
| 0.004500372034268332, | |
| -0.004480757595462556, | |
| 0.004380101035222658, | |
| -0.004149336480822888, | |
| -0.004144235162310067, | |
| 0.004114517870205166, | |
| -0.004096176778263253, | |
| -0.003962417722806396, | |
| 0.003947147464942492, | |
| 0.0039188218698170095, | |
| 0.003910585198125444, | |
| 0.003871204043131068, | |
| -0.0038629218142722395, | |
| -0.0038396735025407604, | |
| 0.003839183119850179, | |
| 0.0038276327091547255, | |
| 0.0037695074089843907, | |
| -0.003763771707410609, | |
| -0.0036060122999645194, | |
| 0.0035380858123853754, | |
| -0.0034901151837080863, | |
| 0.0034773759657941166, | |
| 0.003382780455110595, | |
| -0.0033455479226193936, | |
| -0.0033418422472802404, | |
| -0.0032897355140910104, | |
| 0.003288494797253062, | |
| -0.00320819349006079, | |
| 0.0032067650798570956, | |
| 0.0032003885855170985, | |
| 0.0031886430698473255, | |
| 0.003170704615727151, | |
| 0.0031117860035780997, | |
| -0.002990209502471901, | |
| -0.00292808710226807, | |
| 0.002916314149178689, | |
| -0.002878103650827102, | |
| -0.002811992474044613, | |
| -0.0027862616794849327, | |
| 0.002778282602644001, | |
| 0.0026937751128627238, | |
| 0.002542272476252941, | |
| 0.0024389085860830524, | |
| -0.0024065522295900234, | |
| -0.0024028395954376175, | |
| 0.0023678925433867804, | |
| 0.0023117332577863373, | |
| 0.0022877178551468213, | |
| -0.0022834853200598007, | |
| -0.0022673047993975216, | |
| -0.0022301973200743847, | |
| -0.0022043075975436625, | |
| 0.002171499104582539, | |
| -0.002105219075521856, | |
| 0.002103548115699435, | |
| -0.002083966769550732, | |
| -0.001964286107770096, | |
| -0.0019519601604657028, | |
| -0.0019166717437306008, | |
| -0.0018878136204842253, | |
| 0.001878224225416626, | |
| -0.0018635398866182705, | |
| -0.0018340402562106882, | |
| -0.0018033375120206166, | |
| 0.0017988754775896659, | |
| 0.0017920559736461037, | |
| -0.0017732770319620528, | |
| 0.0017004112491323855, | |
| -0.0016970187083698667, | |
| 0.0016808662032002208, | |
| -0.0016046666456358822, | |
| 0.0015874430382228368, | |
| -0.001562523245071942, | |
| -0.001559057614613806, | |
| -0.0015196017873895852, | |
| -0.0015193623880114242, | |
| -0.0015192557544031066, | |
| 0.001516955200110557, | |
| -0.001504447276464208, | |
| -0.0014382024164345888, | |
| 0.0014304144234080786, | |
| 0.0014275776510118466, | |
| -0.0014227635678961585, | |
| 0.0014138036185642048, | |
| 0.0014119357457660102, | |
| 0.0013803846579571964, | |
| 0.0013800006154859824, | |
| 0.0013747598738385646, | |
| -0.0013713380183570964, | |
| -0.0013502656995648106, | |
| 0.0013465699873845543, | |
| 0.0013300986435109065, | |
| -0.0013292590267983194, | |
| 0.0013210907199416738, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 3.1340764488510584e-05, | |
| 3.0954977917890636e-05, | |
| 2.4508388183909458e-05, | |
| 2.3587571628930374e-05, | |
| 1.949716136461302e-05, | |
| 1.8355137765685588e-05, | |
| 1.4171129876879849e-05, | |
| 7.682948563470164e-06, | |
| 7.560012776280486e-06, | |
| 6.4361152719400745e-06, | |
| 6.12203375396588e-06, | |
| 5.853002984331496e-06, | |
| 5.506074046933443e-06, | |
| 5.2520488066592314e-06, | |
| 4.780168546354512e-06, | |
| 4.472260211917678e-06, | |
| 4.240517075315637e-06, | |
| 3.295196598180574e-06, | |
| 2.9123095006255954e-06, | |
| 1.197270062916419e-06, | |
| 9.262040927869064e-07, | |
| 2.7383866803628493e-08, | |
| 1.4084074818107155e-08, | |
| 9.54593547066094e-17, | |
| 9.430080724229636e-17, | |
| 3.35638015396584e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 77.14285714285714, | |
| "precision": 83.33333333333333, | |
| "recall": 75.0, | |
| "f1": 75.80952380952381 | |
| }, | |
| "selection": { | |
| "precision": 3.7313623863516554, | |
| "recall": 2.8260869565217392, | |
| "f1": 3.2129927351670196, | |
| "jaccard": 1.63311762821334 | |
| } | |
| } | |
| } |