| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AADAC", | |
| "A4GALT", | |
| "ABCA3", | |
| "AATK", | |
| "ABHD17B", | |
| "AAR2", | |
| "ABCD2", | |
| "AAGAB", | |
| "AANAT", | |
| "ABCB8", | |
| "ABHD11", | |
| "ABCB6", | |
| "ABCC6", | |
| "ABCG5", | |
| "A1CF", | |
| "ABCC10", | |
| "AAMP", | |
| "AAMDC", | |
| "ABCA8", | |
| "ABCC6P1", | |
| "AAAS", | |
| "ABCA11P", | |
| "ABCB11", | |
| "ABCC4", | |
| "ABHD5", | |
| "ABCB1", | |
| "ABCD1", | |
| "ACTR5", | |
| "ADAM19", | |
| "ABCB7", | |
| "ACBD4", | |
| "ACO1", | |
| "ACSF2", | |
| "ABHD10", | |
| "ADAM17", | |
| "ACOT1", | |
| "ABLIM3", | |
| "ABHD18", | |
| "ACHE", | |
| "ABCC9", | |
| "ABHD6", | |
| "ACTN2", | |
| "ABCG1", | |
| "AACS", | |
| "ABCA7", | |
| "AATF", | |
| "ABCF1", | |
| "ACVR2A", | |
| "ACOXL", | |
| "A4GNT", | |
| "ADPRM", | |
| "ABTB2", | |
| "ABCD1P2", | |
| "ACTR3P2", | |
| "ABCC2", | |
| "ABHD3", | |
| "ADARB2", | |
| "ACSL1", | |
| "ABCA12", | |
| "ACSM1", | |
| "ADRA1B", | |
| "ABCG2", | |
| "ACOX1", | |
| "AASS", | |
| "ABRAXAS2", | |
| "ABCD3", | |
| "ADGRV1", | |
| "ACRV1", | |
| "ABCC1", | |
| "ADAMTS13", | |
| "ACSL4", | |
| "ACTG1P4", | |
| "ABCC5", | |
| "ABI3BP", | |
| "ABHD8", | |
| "ACSM2A", | |
| "ACTL7B", | |
| "ACD", | |
| "ADAM22", | |
| "ADRA1A", | |
| "ADRA2B", | |
| "ACSBG2", | |
| "ALDH3A1", | |
| "ACTL7A", | |
| "AAK1", | |
| "ABO", | |
| "ALG6", | |
| "ADH5", | |
| "ACTA2", | |
| "ACAA2", | |
| "ACAD10", | |
| "ABT1", | |
| "ADGRG3", | |
| "ACTR3B", | |
| "ALG8", | |
| "ADGRA2", | |
| "ACTC1", | |
| "ABCB9", | |
| "ADGRA3", | |
| "ADGRG1", | |
| "ADAM3A", | |
| "ACADL", | |
| "ABHD2", | |
| "AMACR", | |
| "AIRE", | |
| "ADAMTS20", | |
| "BRF1", | |
| "AMFR", | |
| "ACVR1", | |
| "AARSD1", | |
| "ACTR2", | |
| "ABCC8", | |
| "ABHD4", | |
| "ACR", | |
| "ABITRAM", | |
| "ABHD14A", | |
| "APH1B", | |
| "ADAP2", | |
| "ADCY6", | |
| "ACSL3", | |
| "ACP6", | |
| "AARS1", | |
| "ACSBG1", | |
| "ACSM5", | |
| "ADIPOR2", | |
| "B3GNTL1", | |
| "AGBL5", | |
| "ABCA6", | |
| "ACAA1", | |
| "ADH1C", | |
| "ABCA1", | |
| "ACSS3", | |
| "AGRP", | |
| "AGBL3", | |
| "AMIGO3", | |
| "ACOT13", | |
| "ANGEL2", | |
| "ADRA1D", | |
| "ADTRP", | |
| "ACOT2", | |
| "ABCG4", | |
| "ABCF3", | |
| "AKIRIN1", | |
| "ALG12", | |
| "ABAT", | |
| "AKAP10", | |
| "ABCE1", | |
| "ACVRL1", | |
| "ADA", | |
| "ABR", | |
| "ACOT11", | |
| "ACAT1", | |
| "AGFG1", | |
| "ABCC3", | |
| "ADPGK", | |
| "CH25H", | |
| "AMH", | |
| "ARNT", | |
| "ADAM15", | |
| "DAO", | |
| "ANO1", | |
| "ACADSB", | |
| "ADCY1", | |
| "ADRA2A", | |
| "ACKR1", | |
| "CARS2", | |
| "AGAP10P", | |
| "ACTR6", | |
| "ACKR3", | |
| "CDA", | |
| "AASDHPPT", | |
| "ABCB4", | |
| "ADCYAP1R1", | |
| "ACAP1", | |
| "ACADM", | |
| "ABL1", | |
| "ACP2", | |
| "BTF3P13", | |
| "APIP", | |
| "AMN", | |
| "ACAN", | |
| "ACTR1B", | |
| "ADAMTSL2", | |
| "AGTPBP1", | |
| "ACACA", | |
| "GSTT1", | |
| "ATP13A3", | |
| "ENO3", | |
| "ADISSP", | |
| "CRLF3", | |
| "ADRB1", | |
| "ABI1", | |
| "BHMT2", | |
| "ADD1", | |
| "ASCL1", | |
| "ARSF", | |
| "ALG13", | |
| "ADAMTS3", | |
| "TTR", | |
| "ATP5MC2P1", | |
| "AFF3", | |
| "ACP5", | |
| "AGPAT4", | |
| "AFF1", | |
| "ALG11", | |
| "DNAJC28", | |
| "ACTR8", | |
| "ACAD8", | |
| "ANGPT4", | |
| "ART3", | |
| "ADAR", | |
| "ADAT1", | |
| "ARL3", | |
| "ANGPTL4", | |
| "DACH1", | |
| "ADAM5", | |
| "CDH6", | |
| "CD24", | |
| "APPL2", | |
| "AHSG", | |
| "ARL4D", | |
| "ATP2C2", | |
| "ACSL6", | |
| "AIDA", | |
| "AKR1C1", | |
| "BMAL2", | |
| "AKAP17A", | |
| "ANKRD1", | |
| "ADAM30", | |
| "ADCY10", | |
| "BDKRB2", | |
| "ACVR2B", | |
| "ACTBP9", | |
| "ADCY7", | |
| "ARSA", | |
| "CA5BP1", | |
| "ARC", | |
| "OPN1SW", | |
| "ASPN", | |
| "ADD3", | |
| "ADARB1", | |
| "ATP6V1B1", | |
| "ANGPTL3", | |
| "ALDH1A3", | |
| "AKR1C3", | |
| "STAT5B", | |
| "DARS2", | |
| "ANKRD27", | |
| "ALOX15", | |
| "BCKDHB", | |
| "ADAM9", | |
| "ACTN4", | |
| "APOBR", | |
| "MYBPC2", | |
| "KCND1", | |
| "ARL15", | |
| "CHP2", | |
| "ANKRD55", | |
| "C3orf36", | |
| "CLCNKA", | |
| "API5", | |
| "ADCY2", | |
| "BRS3", | |
| "ACOT9", | |
| "AMIGO2", | |
| "BCAS4", | |
| "ADGRG2", | |
| "CRYZ", | |
| "ACOX3", | |
| "ADAMTS1", | |
| "ADAM28", | |
| "ANGPT1", | |
| "APOM", | |
| "ADAP1", | |
| "ASF1B", | |
| "ABCF2", | |
| "ACTB", | |
| "ACACB", | |
| "AGPAT3", | |
| "ASPHD1", | |
| "COIL", | |
| "GASK1B", | |
| "KDM4D", | |
| "CCPG1", | |
| "ALDH3A2", | |
| "MTNR1A", | |
| "ARB2A", | |
| "ACTG2", | |
| "BAHCC1", | |
| "ACSM3", | |
| "DKKL1", | |
| "BTRC", | |
| "DDX60", | |
| "ACTL6A", | |
| "CRTAM", | |
| "ADAMTS7", | |
| "UBE3B", | |
| "ADAMTS9", | |
| "AKR1C2", | |
| "APOBEC1", | |
| "XIAP", | |
| "ALX4", | |
| "COQ8B", | |
| "CD82", | |
| "ANKRD2", | |
| "GCFC2", | |
| "ACTA1", | |
| "ASTN2", | |
| "CD226", | |
| "AXIN1", | |
| "ADIPOQ", | |
| "EXOC6B", | |
| "ANKRD12", | |
| "ANKRD49", | |
| "ENTPD1-AS1", | |
| "A2M", | |
| "ABCA4", | |
| "EPN3", | |
| "HSPB2", | |
| "AGR2", | |
| "PYY2", | |
| "FAM114A1", | |
| "RRAGD", | |
| "AEBP1", | |
| "ADAMTS12", | |
| "ARHGAP1", | |
| "DTL", | |
| "ANXA13", | |
| "DSC1", | |
| "CHRNA4", | |
| "AIMP1", | |
| "ARG1", | |
| "APBB1IP", | |
| "KCNC4", | |
| "BTN3A2", | |
| "SP3P", | |
| "AMMECR1", | |
| "BDNF", | |
| "ACAT2", | |
| "CDH11", | |
| "IL33", | |
| "BACE1", | |
| "AGO3", | |
| "ADAMDEC1", | |
| "LNPEP", | |
| "AGK", | |
| "CAV3", | |
| "AGAP5", | |
| "FZD9", | |
| "CHPF", | |
| "ADAM3B", | |
| "CA12", | |
| "CD72", | |
| "EFEMP1", | |
| "INAVA", | |
| "ANKFY1", | |
| "AGAP9", | |
| "ACSL5", | |
| "ASH1L", | |
| "ELANE", | |
| "ADAM10", | |
| "BCAT2", | |
| "ADAMTS2", | |
| "AZGP1", | |
| "CRELD1", | |
| "AP1G1", | |
| "PDZRN4", | |
| "DNAJC15", | |
| "CDKN2C", | |
| "BTK", | |
| "GPATCH3", | |
| "AGA", | |
| "APCS", | |
| "IZUMO4", | |
| "B4GALT4", | |
| "AOC3", | |
| "AHDC1", | |
| "ADAM23", | |
| "PPY", | |
| "ADRB2", | |
| "RRP7A", | |
| "ASXL1", | |
| "ARIH1", | |
| "AOAH", | |
| "EIF3C", | |
| "CFLAR", | |
| "CBLB", | |
| "LSP1", | |
| "CCNF", | |
| "CDK5RAP2", | |
| "ADORA3", | |
| "CDS1", | |
| "AHSA2P", | |
| "CROCCP3", | |
| "BHLHE40", | |
| "ABCC6P2", | |
| "ACSM2B" | |
| ], | |
| "Coefficient": [ | |
| -0.1829528035040288, | |
| 0.14815677596190888, | |
| 0.09251609600557587, | |
| -0.08588442958081156, | |
| -0.08221061139692994, | |
| -0.08208243467305314, | |
| -0.0789740109442093, | |
| -0.07768862305691183, | |
| -0.07510295679695767, | |
| -0.06569091168455217, | |
| -0.06347318183213603, | |
| 0.059849385467148776, | |
| -0.056333359381205296, | |
| -0.05144930333463063, | |
| -0.04995951652839082, | |
| -0.049173976530321836, | |
| 0.048788823191756446, | |
| 0.045754419004918626, | |
| -0.045223883453468505, | |
| 0.04363809161417531, | |
| 0.04062740857503756, | |
| -0.04023543982984063, | |
| 0.04017384154284367, | |
| 0.03842336808519999, | |
| -0.03839919280652644, | |
| 0.0358093142724441, | |
| -0.03483693097020972, | |
| -0.03404263940557973, | |
| -0.03392746785319444, | |
| 0.033773329812956596, | |
| 0.03288118425296208, | |
| 0.03254993393727218, | |
| 0.032476790307825326, | |
| -0.03195243107214848, | |
| -0.0305662375533784, | |
| -0.02982047366077331, | |
| -0.02904621211089414, | |
| -0.028695568354547854, | |
| 0.02856911217334689, | |
| 0.028365024312214514, | |
| 0.028328216323570462, | |
| -0.028240672370013337, | |
| -0.027662802716246864, | |
| -0.026283642177698536, | |
| -0.02540544890817227, | |
| 0.02528990703710609, | |
| -0.0251268755527427, | |
| 0.0250611583795902, | |
| -0.025047980598994768, | |
| 0.02363328752644072, | |
| -0.023201399580231093, | |
| -0.023146903746765677, | |
| -0.02290215029494717, | |
| -0.02109095154726196, | |
| -0.021068743684388387, | |
| 0.020047830403520872, | |
| 0.01949285183861553, | |
| 0.019233125211704546, | |
| -0.019036552115472123, | |
| 0.018864539567468946, | |
| 0.01854496094946613, | |
| -0.018529110820266436, | |
| -0.018475072907832533, | |
| 0.01841114905967701, | |
| -0.018144004501293862, | |
| 0.01763356307821075, | |
| -0.017481608462995717, | |
| -0.017298563116791628, | |
| -0.017256212876214656, | |
| -0.01694679350753639, | |
| 0.016622234606557113, | |
| -0.01636962946654371, | |
| 0.016210068517273968, | |
| 0.01596846098364333, | |
| -0.015811129974522106, | |
| -0.015314047929843772, | |
| -0.015193690231973726, | |
| -0.015189083375149468, | |
| 0.01500481923266708, | |
| -0.014654691544758196, | |
| 0.014293738812128648, | |
| 0.013832811852465451, | |
| 0.013808221465870308, | |
| -0.013701917904195771, | |
| -0.01355976855064972, | |
| -0.013157116627515236, | |
| 0.013151404773388243, | |
| -0.012975206875952095, | |
| -0.012829042004917383, | |
| 0.012138656334210714, | |
| -0.012133677616349064, | |
| -0.012037130754723796, | |
| 0.011932633098551172, | |
| 0.011276906527001218, | |
| 0.011213824210020784, | |
| -0.01100327448803941, | |
| -0.010861292159398959, | |
| 0.01080807640547978, | |
| -0.010758552256101776, | |
| 0.010589957016557822, | |
| 0.010359202558997147, | |
| 0.009877287695204837, | |
| -0.009640676310835296, | |
| -0.009498065281017898, | |
| 0.008980746949144506, | |
| -0.008959255853031596, | |
| 0.008880641509557346, | |
| 0.008699127342530005, | |
| 0.008505229999982582, | |
| -0.008472555987556401, | |
| -0.008436401100668024, | |
| 0.008403691679126144, | |
| -0.008364916269122892, | |
| 0.008334195577585466, | |
| 0.008315225745482453, | |
| -0.008178097376549776, | |
| -0.007967231275139198, | |
| 0.007907038407094329, | |
| 0.007892657199231934, | |
| -0.007743561103780121, | |
| 0.0077065355987923235, | |
| 0.007583724512708997, | |
| -0.007526066505995389, | |
| -0.007489024424539876, | |
| 0.007458596446319034, | |
| -0.007416036308123189, | |
| -0.00739235969819066, | |
| 0.007330159707605192, | |
| 0.007290358534440313, | |
| 0.007288485509910803, | |
| -0.0070704181648044125, | |
| 0.007058249077774662, | |
| -0.006996641681060735, | |
| -0.006979150667596016, | |
| 0.006906663635180424, | |
| 0.006889598384412448, | |
| 0.006349118375274431, | |
| -0.006317239138613288, | |
| -0.006172293346759587, | |
| -0.006039797034921168, | |
| -0.005908953253974133, | |
| 0.005739721735746947, | |
| 0.005651033401619183, | |
| 0.005559742045676458, | |
| -0.005558912271972539, | |
| 0.005508468153216356, | |
| -0.005452497370540707, | |
| 0.005439266675205587, | |
| -0.005419247485756083, | |
| -0.005345432309508476, | |
| -0.005322590919138979, | |
| -0.005311740936166596, | |
| -0.005304666401057228, | |
| -0.00526765803372366, | |
| 0.005165010655203665, | |
| -0.005104888446983537, | |
| 0.005085805327586212, | |
| -0.0050005826317070035, | |
| 0.004853514281148518, | |
| 0.0048427552896236166, | |
| -0.004757110685898495, | |
| -0.004740691178108949, | |
| -0.004625261235121045, | |
| -0.004620262825917436, | |
| 0.0045921923508194734, | |
| -0.004583527812596976, | |
| -0.004530911748672494, | |
| 0.004433963426627116, | |
| -0.004414474456339144, | |
| 0.004387751963291978, | |
| 0.0043577108518622855, | |
| 0.004303674217878347, | |
| -0.004200959387017373, | |
| -0.004189261209464798, | |
| 0.004078462880421861, | |
| 0.004046055824863894, | |
| -0.004018953341905722, | |
| 0.00401700841445751, | |
| 0.003918586406234902, | |
| -0.003903345134085613, | |
| -0.0038748110173474183, | |
| 0.00382577563265574, | |
| 0.0035431789523323195, | |
| 0.0035253460487587075, | |
| -0.003521314106087296, | |
| 0.003515759051337784, | |
| 0.0034754592314862826, | |
| 0.003118678244161766, | |
| 0.0030754720463743294, | |
| -0.0030609895655027324, | |
| -0.003060096227534448, | |
| 0.0029996912133496713, | |
| 0.002988732565593447, | |
| -0.002881906380306165, | |
| -0.002878785373166832, | |
| -0.0028640527233164677, | |
| -0.0027455104925092322, | |
| -0.002743611107653982, | |
| 0.0026553107522191695, | |
| 0.00265347258741596, | |
| 0.0026532512645374936, | |
| 0.0026503383892248484, | |
| -0.0026062960912411805, | |
| 0.0025954774395528487, | |
| -0.0025591747364799504, | |
| -0.0025427426301554154, | |
| -0.0025194332940605586, | |
| 0.0024924202037736936, | |
| -0.0024640706311910457, | |
| 0.002400186705829769, | |
| -0.0023574474621386936, | |
| -0.002273197917457964, | |
| -0.002252136960696479, | |
| 0.002220636359269418, | |
| -0.0022001761097777944, | |
| -0.002116817950883015, | |
| -0.002085657755962104, | |
| 0.0020475590112773116, | |
| -0.002005878702334669, | |
| 0.0019861642021582423, | |
| -0.0019794931212181754, | |
| -0.001978279597199728, | |
| 0.0019065065292282368, | |
| 0.0018754145927136498, | |
| 0.0018611758449415183, | |
| -0.0018555136168706319, | |
| -0.0018492198630608461, | |
| 0.0018257995495769774, | |
| -0.0017776575934094515, | |
| -0.0017774463992107166, | |
| 0.0017762487746758953, | |
| 0.0017282478043804653, | |
| -0.0017201189785299136, | |
| -0.001706395827422492, | |
| 0.0016329924284249277, | |
| 0.001631422228016747, | |
| -0.0016282212486626567, | |
| 0.0016191311282466858, | |
| 0.0016029486498090216, | |
| -0.0015385659070746957, | |
| -0.001472350644459765, | |
| -0.0014526778705795326, | |
| 0.001446387417721966, | |
| -0.0014296781538737035, | |
| -0.0014291851109169665, | |
| -0.0013914389668841789, | |
| -0.001361808751702352, | |
| -0.0013358952054012484, | |
| -0.0013031080899618907, | |
| -0.0012806916419174999, | |
| -0.0012534901742248272, | |
| -0.0012119541844300512, | |
| 0.0012024585418090152, | |
| 0.001196417318058426, | |
| 0.0011848258295693126, | |
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| 2.4233467415297434e-16, | |
| -2.1281339785644046e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
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| 1.4908061717044156e-05, | |
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| 1.134944486974239e-05, | |
| 1.063601802308965e-05, | |
| 1.0209741690585271e-05, | |
| 9.88015650153208e-06, | |
| 9.827940921449754e-06, | |
| 8.984948871423866e-06, | |
| 5.340724209348263e-06, | |
| 5.209688272002466e-06, | |
| 5.166192653342822e-06, | |
| 4.99855999446572e-06, | |
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| 4.438785320450094e-06, | |
| 3.8769799616706705e-06, | |
| 3.719134171312081e-06, | |
| 3.051768187386818e-06, | |
| 2.7124081402948377e-06, | |
| 2.6782255434962267e-06, | |
| 1.85795594822667e-06, | |
| 1.2976886187734327e-06, | |
| 1.1634268408170208e-06, | |
| 7.131461325078542e-07, | |
| 5.033086553983277e-07, | |
| 4.148564615406832e-08, | |
| 3.61852513820202e-08, | |
| 2.4233467415297434e-16, | |
| 2.1281339785644046e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 71.42857142857143, | |
| "precision": 70.0, | |
| "recall": 78.33333333333333, | |
| "f1": 71.95238095238095 | |
| }, | |
| "selection": { | |
| "precision": 3.9355326368278214, | |
| "recall": 2.8695652173913038, | |
| "f1": 3.3181051108399062, | |
| "jaccard": 1.6876445731828813 | |
| } | |
| } | |
| } |