| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "A3GALT2", | |
| "A2BP1", | |
| "A4GALT", | |
| "A26C3", | |
| "A2ML1", | |
| "A2M", | |
| "A4GNT", | |
| "AARSD1", | |
| "ABHD1", | |
| "ABCG8", | |
| "ABCG5", | |
| "AAAS", | |
| "ABCF1", | |
| "ABCD3", | |
| "AAGAB", | |
| "ABHD4", | |
| "ABCG1", | |
| "ABCC3", | |
| "ABP1", | |
| "A1CF", | |
| "ABCC8", | |
| "ABCA11", | |
| "AARS", | |
| "ABCD1", | |
| "AADACL3", | |
| "AASDH", | |
| "ABCC11", | |
| "AAK1", | |
| "AARS2", | |
| "ABCG4", | |
| "ADAMTS8", | |
| "ACSS3", | |
| "AADAT", | |
| "ABCC6P1", | |
| "ACSM4", | |
| "ABCA1", | |
| "ABCC4", | |
| "ABL2", | |
| "ACAT1", | |
| "ABCA8", | |
| "ABCA4", | |
| "AAMP", | |
| "ABCB5", | |
| "AADACL1", | |
| "ACAP3", | |
| "ANGPTL6", | |
| "AATK", | |
| "ABHD5", | |
| "ACTN2", | |
| "ACOT4", | |
| "ABCA9", | |
| "BEX1", | |
| "ABCA12", | |
| "CHI3L2", | |
| "ADAM20", | |
| "ADH5", | |
| "AASS", | |
| "ACSS2", | |
| "ABHD7", | |
| "ARSA", | |
| "AMAC1L3", | |
| "ADAM21", | |
| "ACSM2A", | |
| "CELSR3", | |
| "ACADVL", | |
| "ACADSB", | |
| "ABT1", | |
| "ACSF2", | |
| "AASDHPPT", | |
| "ADAMTS3", | |
| "ALDH3A1", | |
| "AADAC", | |
| "AACS", | |
| "ABI1", | |
| "ADRA2C", | |
| "ADAM5", | |
| "ABCA7", | |
| "ACTR8", | |
| "ADCK4", | |
| "ABCC2", | |
| "ADAM6", | |
| "ADC", | |
| "ACOT8", | |
| "ABHD12B", | |
| "ANKDD1A", | |
| "ALS2CR11", | |
| "ADAM2", | |
| "HLA-DRB4", | |
| "CAPZA2", | |
| "ABCC12", | |
| "AGBL3", | |
| "AGAP2", | |
| "ADIPOQ", | |
| "ADAM15", | |
| "ARHGAP11B", | |
| "GZMM", | |
| "AADACL2", | |
| "ABTB2", | |
| "AADACL4", | |
| "AQP10", | |
| "ACER2", | |
| "ABCB10", | |
| "AQP1", | |
| "ABI2", | |
| "ACTC1", | |
| "AFM", | |
| "AICDA", | |
| "ACADL", | |
| "AGA", | |
| "ACTN1", | |
| "AOX1", | |
| "AMAC1", | |
| "ALDH7A1", | |
| "ATP6V1B1", | |
| "ADCY9", | |
| "AIFM2", | |
| "ACSS1", | |
| "ABCA6", | |
| "CA5BP", | |
| "ALDH18A1", | |
| "ACPL2", | |
| "ADAM5P", | |
| "ADAM12", | |
| "ACTL8", | |
| "ADAT3", | |
| "AIM2", | |
| "C8G", | |
| "ADCY1", | |
| "AGBL2", | |
| "ADHFE1", | |
| "AATF", | |
| "ABHD2", | |
| "ADPRHL2", | |
| "APOLD1", | |
| "ADAM21P", | |
| "ABCE1", | |
| "ABCC6P2", | |
| "ACACA", | |
| "CBR3", | |
| "CA11", | |
| "ALOX5AP", | |
| "ANKHD1-EIF4EBP3", | |
| "ANKRD31", | |
| "ASB4", | |
| "CBLN3", | |
| "ANKRD45", | |
| "ACSBG1", | |
| "ACTG2", | |
| "APLNR", | |
| "ADH1A", | |
| "AZU1", | |
| "AQP12B", | |
| "ATP5G2", | |
| "CCDC140", | |
| "ABCA5", | |
| "ALAS2", | |
| "GFI1B", | |
| "ADAM7", | |
| "ADCY2", | |
| "ATF6", | |
| "ABTB1", | |
| "ACP6", | |
| "HP", | |
| "ACTR1B", | |
| "FAM122C", | |
| "B3GNT9", | |
| "AMN", | |
| "ADD2", | |
| "ACADM", | |
| "PMVK", | |
| "ANXA3", | |
| "AMBP", | |
| "ADORA2B", | |
| "ADRBK2", | |
| "ANKRD9", | |
| "ATF7", | |
| "ABHD3", | |
| "ADAMTSL4", | |
| "ARHGAP30", | |
| "HS.560407", | |
| "ABCB6", | |
| "ACCN5", | |
| "ACOT7", | |
| "BEX4", | |
| "ANKS6", | |
| "ADAMTSL5", | |
| "ARL5C", | |
| "MIRLET7F1", | |
| "A1BG", | |
| "BAI3", | |
| "ACAT2", | |
| "ANKAR", | |
| "ABCA10", | |
| "ACYP2", | |
| "ACY1", | |
| "BPI", | |
| "ACADS", | |
| "KRTAP22-1", | |
| "AHSP", | |
| "ADRB1", | |
| "AEN", | |
| "ABHD13", | |
| "CASP10", | |
| "APCS", | |
| "EBF1", | |
| "ALKBH8", | |
| "ACRBP", | |
| "ACP2", | |
| "CART1", | |
| "LOC732075", | |
| "ADAL", | |
| "ARHGAP9", | |
| "ADA", | |
| "ACP5", | |
| "HS.282800", | |
| "ALDOC", | |
| "AANAT", | |
| "ANXA8L2", | |
| "DNHD2", | |
| "HS.508889", | |
| "HOXA5", | |
| "HS.538121", | |
| "ASZ1", | |
| "ACPP", | |
| "CACNA1D", | |
| "ACP1", | |
| "ANKRD32", | |
| "ANKMY2", | |
| "HS.525976", | |
| "ACOT11", | |
| "ACO2", | |
| "CETP", | |
| "ARID1A", | |
| "CA12", | |
| "ANKMY1", | |
| "CPB1", | |
| "B4GALNT4", | |
| "APOC3", | |
| "BPHL", | |
| "ACCN3", | |
| "BST2", | |
| "HS.565857", | |
| "AKAP14", | |
| "APRT", | |
| "BTBD9", | |
| "ANKRD1", | |
| "RASIP1", | |
| "ACSM5", | |
| "BCAS1", | |
| "APH1B", | |
| "HS.278145", | |
| "CAMSAP1L1", | |
| "ATP5F1", | |
| "DCDC2B", | |
| "AMBRA1", | |
| "ATF7IP", | |
| "ACTR10", | |
| "ADRB3", | |
| "BDKRB1", | |
| "ADAM30", | |
| "DDI2", | |
| "AFARP1", | |
| "ARFGAP1", | |
| "APOL1", | |
| "ADPGK", | |
| "ABCF3", | |
| "ACBD3", | |
| "ADORA3", | |
| "ACCN2", | |
| "ARHGAP5", | |
| "AP3B2", | |
| "CFH", | |
| "BPIL1", | |
| "AUTS2", | |
| "HS.130555", | |
| "BSG", | |
| "ANKFN1", | |
| "HS.164221", | |
| "FRMPD3", | |
| "CXCR7", | |
| "ACBD4", | |
| "APOL5", | |
| "HS.127009", | |
| "B4GALNT2", | |
| "BCORL2", | |
| "ACSF3", | |
| "ACMSD", | |
| "AFAP1L1", | |
| "ANXA5", | |
| "ALKBH5", | |
| "AKR7A2", | |
| "ACAD8", | |
| "ALG3", | |
| "ADH7", | |
| "HOXC13", | |
| "FAH", | |
| "ACVR1C", | |
| "AMBN", | |
| "DHCR24", | |
| "CHURC1", | |
| "ABHD11", | |
| "AP4B1", | |
| "A2LD1", | |
| "CDCP2", | |
| "AKR1B1", | |
| "ADAM10", | |
| "ADH1B", | |
| "HS.116828", | |
| "COPS7A", | |
| "AMOT", | |
| "GALNT2", | |
| "HOMEZ", | |
| "DHRS7B", | |
| "CTSG", | |
| "FAM90A1", | |
| "ACAD11", | |
| "BMPR1B", | |
| "AMY1C", | |
| "BICD2", | |
| "ACPT", | |
| "FLT3LG", | |
| "APOF", | |
| "CCDC90A", | |
| "AJAP1", | |
| "AMICA1", | |
| "ABLIM1", | |
| "APOA2", | |
| "AMOTL2", | |
| "GAS1", | |
| "CXCL17", | |
| "HS.540121", | |
| "ACOX3", | |
| "COL1A2", | |
| "ABCB4", | |
| "APOA4", | |
| "ADAMTS14", | |
| "AKAP6", | |
| "HS.541863", | |
| "PTPRM", | |
| "AEBP1", | |
| "CD300E", | |
| "ACTB", | |
| "AKR1C4", | |
| "BGLAP", | |
| "AKAP2", | |
| "FLJ46300", | |
| "ARSJ", | |
| "ADAM29", | |
| "ACAN", | |
| "FAM22E", | |
| "AGAP3", | |
| "ACVR2A", | |
| "AP1S3", | |
| "CA6", | |
| "AGRP", | |
| "FBLN1", | |
| "ALDH9A1", | |
| "ADCY7", | |
| "HS.123483", | |
| "ATP5A1", | |
| "APBA2BP", | |
| "HS.160572", | |
| "HS.160602", | |
| "ARG99", | |
| "AXL", | |
| "HS.539213", | |
| "ANKRD20A3", | |
| "ADAD1", | |
| "TRIM7", | |
| "HS.124623", | |
| "BNIP1", | |
| "SNHG7", | |
| "FLJ44817", | |
| "ADAM9", | |
| "AMHR2", | |
| "LOC728802", | |
| "BECN1L1", | |
| "HS.156256", | |
| "FAM25A", | |
| "HS.111539", | |
| "ARIH1", | |
| "ATP2C2", | |
| "COL6A2", | |
| "APC", | |
| "ADH6", | |
| "AES", | |
| "AKAP8", | |
| "FSCB", | |
| "CPXCR1", | |
| "HS.150067", | |
| "ADCYAP1", | |
| "HS.143245", | |
| "ARHGAP29", | |
| "GIYD2", | |
| "FZD3", | |
| "ATP10D", | |
| "LOC100134787", | |
| "ANK1", | |
| "FER1L4", | |
| "AS3MT", | |
| "BIN3", | |
| "ACTN4", | |
| "B3GNT5", | |
| "ADAM28", | |
| "AIP", | |
| "ABHD14B", | |
| "AMFR", | |
| "BZW2", | |
| "BCAR3", | |
| "HS.333703", | |
| "AKT2", | |
| "HS.495041", | |
| "ARID1B", | |
| "CDK7", | |
| "CDR2L", | |
| "CITED4", | |
| "ASB9", | |
| "ASB11", | |
| "PPP3CC", | |
| "AKAP3", | |
| "ACOT2", | |
| "BCS1L", | |
| "EPHA1", | |
| "LOC645454", | |
| "HS.120193", | |
| "CADM2", | |
| "HS.147575", | |
| "ASPRV1", | |
| "ARNT2", | |
| "ARAF", | |
| "HS.120938", | |
| "ELANE", | |
| "GALM", | |
| "BTF3", | |
| "BZRPL1", | |
| "BOLL", | |
| "HS.128527", | |
| "AKT1S1", | |
| "LOC100132288", | |
| "HS.434122", | |
| "AKR1A1", | |
| "AQP7P1", | |
| "BTBD17", | |
| "LOC440848", | |
| "HS.146882", | |
| "BNIP2", | |
| "APOD", | |
| "LOC440226", | |
| "DKFZP781G0119", | |
| "LOC644005", | |
| "LOC152217", | |
| "ADCY4", | |
| "AMY1A", | |
| "AKAP7", | |
| "HS.568387", | |
| "AK3", | |
| "FLJ77644", | |
| "KIF26B", | |
| "LOC646481", | |
| "ATL3", | |
| "ETNK2", | |
| "EPOR", | |
| "HS.126811", | |
| "LOC100129979", | |
| "CAMK4", | |
| "MMP1" | |
| ], | |
| "Coefficient": [ | |
| 0.16457478197415187, | |
| -0.15161892614915168, | |
| -0.08902183607472851, | |
| -0.08713303089316969, | |
| -0.08177041798637011, | |
| -0.06836356687494688, | |
| 0.06751407104410216, | |
| -0.043402088939176985, | |
| 0.04020779267386812, | |
| -0.03778308320769271, | |
| -0.03686881002982039, | |
| 0.03507241287507193, | |
| -0.03173735409163585, | |
| 0.028353842941382205, | |
| 0.02791910188330676, | |
| 0.027736483705513945, | |
| 0.025387129039551044, | |
| 0.024667526481763544, | |
| 0.02419352610771806, | |
| 0.024164665559023087, | |
| 0.0227821022600955, | |
| 0.02169570342550934, | |
| -0.02169468658713003, | |
| -0.020659888909853527, | |
| -0.01988227809325801, | |
| 0.019576787484328256, | |
| 0.019423135805547068, | |
| 0.0192329734526584, | |
| 0.019229233628645048, | |
| 0.019020458716609016, | |
| 0.018269664087313946, | |
| 0.017665395766082607, | |
| -0.017375575724758823, | |
| -0.016266562288133442, | |
| -0.0159760779077637, | |
| 0.015870720288802414, | |
| -0.0156949822297413, | |
| -0.01536242078216636, | |
| -0.015302324988299278, | |
| 0.0138888846809029, | |
| -0.013836945312845971, | |
| -0.013332817855769629, | |
| 0.012856473246169176, | |
| 0.012404898032010298, | |
| 0.012219233608220878, | |
| 0.012214292809451886, | |
| 0.011590420221198662, | |
| -0.011341324097548974, | |
| -0.011321352270695506, | |
| 0.011009223929192614, | |
| -0.010661896045180443, | |
| 0.010616031223568504, | |
| -0.010492446566304279, | |
| 0.01015478362714091, | |
| -0.010088500183500585, | |
| -0.01002410354635073, | |
| -0.00984163084431918, | |
| 0.009703222846582347, | |
| 0.00960646224825671, | |
| 0.0095036134957444, | |
| 0.00940482875177802, | |
| 0.00901598784208021, | |
| -0.008951296081522155, | |
| -0.008782700018117895, | |
| -0.008733752577211245, | |
| 0.008702036925062431, | |
| -0.008682542222987586, | |
| -0.00864660380104801, | |
| -0.008495284723465831, | |
| -0.008467699053118791, | |
| -0.008387614323636062, | |
| -0.008316947747044143, | |
| -0.0081408923046249, | |
| -0.008084110833952787, | |
| 0.007721969316301426, | |
| -0.007398016419154753, | |
| -0.007250812280415189, | |
| 0.007078157200413649, | |
| 0.007002230824363425, | |
| -0.006783611181852682, | |
| 0.0067751671202315586, | |
| -0.006738947615100657, | |
| -0.006667183573610644, | |
| -0.006607878518197403, | |
| -0.006560364734642923, | |
| 0.006502532718704523, | |
| -0.006471784437856285, | |
| 0.006424096379474363, | |
| -0.00628612713133846, | |
| -0.00626077246586803, | |
| -0.00619915835771191, | |
| -0.005977741737975997, | |
| 0.0059505976477220585, | |
| 0.0059422485047699435, | |
| -0.005938145781645276, | |
| 0.005903741396961898, | |
| -0.005896517964172198, | |
| 0.005872254698189853, | |
| 0.005844300676705964, | |
| 0.005794948584200636, | |
| 0.005617774637598451, | |
| -0.005588685891485177, | |
| 0.00547007794975146, | |
| -0.005448984619305076, | |
| -0.005396891106410968, | |
| 0.00522792112538641, | |
| 0.005225958136035887, | |
| -0.005199817594905935, | |
| -0.004974881029197552, | |
| 0.004965343164768514, | |
| 0.004897357663110436, | |
| -0.004650123280035436, | |
| -0.004629794120121271, | |
| 0.004526648026786205, | |
| 0.004486528878735024, | |
| 0.004475284016011792, | |
| -0.00446564033448899, | |
| -0.004430579566732465, | |
| -0.004380582410146865, | |
| 0.004346165206386846, | |
| 0.0043136251094069225, | |
| 0.004195243569111751, | |
| 0.004172632448805865, | |
| 0.004162460800281437, | |
| -0.004124238799481304, | |
| 0.0040571961757474, | |
| 0.003941167147347262, | |
| -0.003901774688327064, | |
| 0.0038869306992710736, | |
| -0.0038350279890342824, | |
| -0.0038272725224453687, | |
| 0.003773392138163148, | |
| -0.003604890040179038, | |
| -0.003558461598117151, | |
| -0.0034454266879651975, | |
| -0.0034222196761988233, | |
| 0.003388791644691685, | |
| -0.003305149040174328, | |
| 0.0032890680120823143, | |
| 0.0030951811465520945, | |
| 0.0030840853352624444, | |
| -0.0030244626693108957, | |
| -0.0029455523168407712, | |
| -0.0029315638600085356, | |
| 0.0029310810235060147, | |
| 0.0028850170397343353, | |
| 0.002820430563351273, | |
| 0.0028170623570197132, | |
| -0.0028028862008409395, | |
| 0.002783880451936565, | |
| 0.0027575584949929544, | |
| 0.002735842067890186, | |
| -0.0027318804407301983, | |
| 0.0027288834313476196, | |
| -0.002719660716031596, | |
| 0.002718145673600734, | |
| -0.002636357396954396, | |
| 0.002623293702484695, | |
| -0.00261226422130915, | |
| -0.0026102724417182395, | |
| 0.0026023233096893234, | |
| -0.0025621737003398903, | |
| -0.002526971306076759, | |
| 0.002497083897843759, | |
| -0.002456306434175986, | |
| -0.0024309035358568995, | |
| -0.002416117733036894, | |
| 0.0024117626290856386, | |
| -0.002364360944623904, | |
| 0.0023461371216719593, | |
| 0.002326352678362122, | |
| -0.002311266493139188, | |
| 0.0022509157302435714, | |
| 0.0022451388615884506, | |
| 0.002242839188569931, | |
| 0.0022045478800649847, | |
| -0.0021787365931406908, | |
| -0.002170450922807936, | |
| 0.0021415101798390197, | |
| 0.002092240867191882, | |
| -0.0020864562486382376, | |
| -0.0020825525719449854, | |
| 0.002056976842449531, | |
| -0.0020554186922814126, | |
| -0.0020250493548395606, | |
| -0.001974585331353125, | |
| -0.001973045779838866, | |
| 0.0019689191569178493, | |
| 0.001962685740671948, | |
| -0.0019119945200862401, | |
| 0.001854872237329399, | |
| -0.0018516592422644041, | |
| -0.0018276054164707036, | |
| -0.0017859014034347757, | |
| -0.001773747066832985, | |
| 0.0017735898944091317, | |
| -0.0017459590465376117, | |
| -0.0016625908280147317, | |
| 0.001586733698444578, | |
| 0.0015663284112684575, | |
| -0.0015644190401554, | |
| -0.00156204933185376, | |
| 0.0015489986161429674, | |
| 0.0015402065239039284, | |
| 0.0015179861142811109, | |
| 0.0014861008763355998, | |
| 0.0014846463456543821, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 95.0, | |
| "precision": 95.0, | |
| "recall": 95.0, | |
| "f1": 94.28571428571429 | |
| }, | |
| "selection": { | |
| "precision": 0.6391214354793868, | |
| "recall": 2.242990654205607, | |
| "f1": 0.9945230666817567, | |
| "jaccard": 0.4998372124949972 | |
| } | |
| } | |
| } |