| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AAAS", | |
| "AASDHPPT", | |
| "A2ML1", | |
| "A1CF", | |
| "ABCB9", | |
| "AAMP", | |
| "ABCA11P", | |
| "A4GALT", | |
| "AARS2", | |
| "ABCC8", | |
| "ABHD14B", | |
| "AADACL2", | |
| "AAK1", | |
| "ABCA7", | |
| "AASS", | |
| "AASDH", | |
| "ABCB11", | |
| "ABHD10", | |
| "ABCG2", | |
| "AADAC", | |
| "AARS1", | |
| "A1BG-AS1", | |
| "ABCB1", | |
| "ABCA9", | |
| "AA06", | |
| "ABCA12", | |
| "A2M-AS1", | |
| "ABCA13", | |
| "ABCG4", | |
| "AATF", | |
| "AATK", | |
| "AADACP1", | |
| "ACAA1", | |
| "A2MP1", | |
| "ABCG8", | |
| "ABCA3", | |
| "ACAA2", | |
| "ABCC4", | |
| "ABHD18", | |
| "A4GNT", | |
| "ABI3", | |
| "A1BG", | |
| "ABHD16B", | |
| "ABCC10", | |
| "ABCG5", | |
| "ACRBP", | |
| "ABI1", | |
| "ABHD12B", | |
| "ABCC13", | |
| "ABHD11", | |
| "ABCA1", | |
| "ACKR3", | |
| "ABCA17P", | |
| "ACOT6", | |
| "ABCG1", | |
| "ABHD6", | |
| "ADCK1", | |
| "ABCB6", | |
| "ABHD17B", | |
| "ABRAXAS1", | |
| "ADCY10", | |
| "ACSL4", | |
| "AACSP1", | |
| "AAGAB", | |
| "AANAT", | |
| "ABT1", | |
| "ABTB1", | |
| "ABCC6", | |
| "ACSL1", | |
| "ACYP1", | |
| "ACP4", | |
| "ALDH3A1", | |
| "ACCS", | |
| "ACKR4", | |
| "AGTR2", | |
| "ACER1", | |
| "ACSL6", | |
| "ADGRG7", | |
| "AADAT", | |
| "AGR3", | |
| "ABCC3", | |
| "AGAP1", | |
| "ABI2", | |
| "ACTR3C", | |
| "ADGRV1", | |
| "ABHD13", | |
| "ACO2", | |
| "ADAMTSL3", | |
| "ADRA2B", | |
| "ADAM1A", | |
| "ACSM5", | |
| "ABRA", | |
| "ACOT9", | |
| "ACBD5", | |
| "ACTR3P2", | |
| "ACTR6", | |
| "AHCTF1P1", | |
| "ADCY8", | |
| "ACKR1", | |
| "ACADS", | |
| "ADRA1D", | |
| "ADORA2B", | |
| "ADGRA1", | |
| "ALOX12B", | |
| "ADGRE3", | |
| "ACY3", | |
| "ADM5", | |
| "ADAD2", | |
| "ADAM2", | |
| "ACAP1", | |
| "ADCY1", | |
| "ACAT2", | |
| "ACOT12", | |
| "ANKRD45", | |
| "ACTA2-AS1", | |
| "ABO", | |
| "ACAP3", | |
| "ABCB5", | |
| "ABRAXAS2", | |
| "AGXT2", | |
| "AGAP2-AS1", | |
| "ABTB2", | |
| "AGTR1", | |
| "A2M", | |
| "ABHD2", | |
| "ADAM32", | |
| "ACVR2B", | |
| "ADGB", | |
| "ACOT7", | |
| "ABHD17A", | |
| "ADAR", | |
| "C11orf65", | |
| "ADH7", | |
| "ABCA4", | |
| "ADAM9", | |
| "ACOX1", | |
| "ADAM21", | |
| "AOC1", | |
| "ADH1C", | |
| "ABCB4", | |
| "ATAT1", | |
| "ABL1", | |
| "CLDN20", | |
| "ACTL6A", | |
| "ABCA8", | |
| "ADAM23", | |
| "ADGRF4", | |
| "ABCA2", | |
| "AGAP3", | |
| "ACSL5", | |
| "ADAMTSL2", | |
| "ABCE1", | |
| "AGAP2", | |
| "ADAT3", | |
| "ACADVL", | |
| "ANKRD36C", | |
| "ADAMDEC1", | |
| "ACYP2", | |
| "ADNP2", | |
| "ARHGAP32", | |
| "CAPN14", | |
| "ACTG1P4", | |
| "CBX3P2", | |
| "ADAMTS4", | |
| "ADAM19", | |
| "ADCK2", | |
| "ADRA2C", | |
| "CNGA1", | |
| "AIF1L", | |
| "ALOX12P2", | |
| "ADGRA3", | |
| "BTBD16", | |
| "ADAM3A", | |
| "APOL4", | |
| "ADAMTS1", | |
| "ALX3", | |
| "ANXA8", | |
| "ACP6", | |
| "ADAD1", | |
| "ACOT4", | |
| "ASPA", | |
| "ABCD3", | |
| "AGBL4", | |
| "ADGRF1", | |
| "ACTR5", | |
| "CHADL", | |
| "AGBL2", | |
| "CLRN3", | |
| "ACTBP9", | |
| "AKR1C6P", | |
| "C7", | |
| "ATXN2", | |
| "ACVRL1", | |
| "ANKRD35", | |
| "ADRB3", | |
| "BPIFC", | |
| "APELA", | |
| "ACTN2", | |
| "ACR", | |
| "ADGRL2", | |
| "APOBEC3A", | |
| "ACTN4", | |
| "ARHGAP27", | |
| "ANKRD18B", | |
| "ABCD2", | |
| "ADAM29", | |
| "AGL", | |
| "ALG1", | |
| "ATP4A", | |
| "ABCD4", | |
| "ABHD3", | |
| "AIFM1", | |
| "ACD", | |
| "ACTMAP", | |
| "ABTB3", | |
| "ASS1", | |
| "AKR1C4", | |
| "ADPRHL1", | |
| "ADHFE1", | |
| "BEX1", | |
| "ABRACL", | |
| "ACTA2", | |
| "AMDHD2", | |
| "ADCY6", | |
| "ADAP2", | |
| "ADGRF3", | |
| "ADAM33", | |
| "ACTR3", | |
| "ACTG2", | |
| "AKAIN1", | |
| "ALOX15", | |
| "ACKR2", | |
| "LAD1", | |
| "TPH2", | |
| "AMBP", | |
| "AVPR2", | |
| "ESPL1", | |
| "APOA4", | |
| "ADGRF5", | |
| "ARPC2", | |
| "ADAMTSL1", | |
| "ANAPC13", | |
| "AHSP", | |
| "AKIRIN1", | |
| "CRYGA", | |
| "ADH5", | |
| "BMAL2-AS1", | |
| "ARHGEF17", | |
| "AJAP1", | |
| "ARRDC3", | |
| "CRIPTO", | |
| "ARLN", | |
| "ABLIM1", | |
| "ABCF1", | |
| "AGMAT", | |
| "ATP6V0E2", | |
| "CNIH2", | |
| "ALOX12", | |
| "ACTA1", | |
| "ANAPC4", | |
| "AMELY", | |
| "ADIPOR2", | |
| "ATG10", | |
| "ADGRB2", | |
| "ACTL8", | |
| "ADM", | |
| "MIR210HG", | |
| "BTG4", | |
| "ABITRAM", | |
| "AKAP14", | |
| "AAMDC", | |
| "ADNP", | |
| "C22orf46P", | |
| "AURKC", | |
| "ALLC", | |
| "ACTL6B", | |
| "ACSBG2", | |
| "ASXL3", | |
| "ALK", | |
| "ACVR2B-AS1", | |
| "ADCY9", | |
| "AGPAT3", | |
| "AFF4", | |
| "ACOT1", | |
| "CLEC18A", | |
| "ADD1", | |
| "AHSA1", | |
| "ALDOB", | |
| "ALB", | |
| "ADGRD2", | |
| "ADAMTS14", | |
| "CCDC106", | |
| "C6orf147", | |
| "ADGRG1", | |
| "ADCY4", | |
| "AEBP1", | |
| "BEND4", | |
| "INTS4P1", | |
| "GRID1-AS1", | |
| "DNAH2", | |
| "ASPRV1", | |
| "CAGE1", | |
| "AKAP8", | |
| "ADCY5", | |
| "ART4", | |
| "ABCC6P2", | |
| "ACOD1", | |
| "ACOX3", | |
| "ARG2", | |
| "BMP8B", | |
| "ATIC", | |
| "CYP3A5", | |
| "ABAT", | |
| "ADAMTS9", | |
| "CTAGE4", | |
| "BATF3", | |
| "AUTS2", | |
| "CDH18", | |
| "ABCC11", | |
| "AGAP4", | |
| "ADSS1", | |
| "AFF1", | |
| "BACH2", | |
| "AGAP11", | |
| "ARHGAP26", | |
| "AICDA", | |
| "ADAMTS13", | |
| "APBA3", | |
| "AGTRAP", | |
| "C15orf62", | |
| "AP3B2", | |
| "ABHD16A", | |
| "AHCY", | |
| "ANKRD34C", | |
| "ABHD15", | |
| "ATOH1", | |
| "AQP10", | |
| "APOF", | |
| "AGK", | |
| "DIAPH2-AS1", | |
| "STARD6", | |
| "C8orf34", | |
| "ANK2", | |
| "CFHR5", | |
| "C1orf105", | |
| "CYB5RL", | |
| "AK5", | |
| "BANF2", | |
| "ANPEP", | |
| "ABCC12", | |
| "ADGRG4", | |
| "ARMC2", | |
| "ACOT11", | |
| "ANKRD31", | |
| "CLCA3P", | |
| "ACMSD", | |
| "ANKRD30BP2", | |
| "ADAMTS8", | |
| "AK4", | |
| "CCDC138", | |
| "ABI3BP", | |
| "ACVR2A", | |
| "ADH1B", | |
| "FBXO36", | |
| "ATF6B", | |
| "BCORL1", | |
| "AMPH", | |
| "ADRA1B", | |
| "ACE2", | |
| "CHMP1B", | |
| "LILRP2", | |
| "ACOXL", | |
| "ADIPOQ", | |
| "BTD", | |
| "AARSD1", | |
| "SIAH3", | |
| "FAM76A", | |
| "ARHGEF16", | |
| "APRG1", | |
| "AGBL5", | |
| "MPL", | |
| "CA13", | |
| "AIDA", | |
| "ACSS1", | |
| "ASCL5", | |
| "AK9", | |
| "ABCC6P1", | |
| "C2orf42", | |
| "CLDN11", | |
| "ANGPTL7", | |
| "ANKRD53", | |
| "ABCC9", | |
| "ACSBG1", | |
| "PCDHA3", | |
| "ARSB", | |
| "ARL14", | |
| "ACAD8", | |
| "ACAD11", | |
| "ADAM28", | |
| "ASCL2", | |
| "UBXN11", | |
| "AKNA", | |
| "PRELID2", | |
| "NIM1K", | |
| "ACER3", | |
| "AKAP9", | |
| "AGAP10P", | |
| "APBB2", | |
| "ARMC2-AS1", | |
| "ADCYAP1", | |
| "ASAP3", | |
| "ADCK5", | |
| "APOBEC3D", | |
| "ADAM8", | |
| "ACVR1C", | |
| "ADAM5", | |
| "CHST8", | |
| "ADGRE2", | |
| "CELA3A", | |
| "COX19", | |
| "ACTR8", | |
| "SDR16C5", | |
| "AIMP2", | |
| "AVL9", | |
| "AHCTF1", | |
| "AMHR2", | |
| "BMP3", | |
| "ADIPOR1", | |
| "ANO3", | |
| "BBS9", | |
| "BEND2", | |
| "APOA1", | |
| "GNG13", | |
| "RSPH1", | |
| "ACTR10", | |
| "CBS", | |
| "AHNAK2", | |
| "ILDR1", | |
| "ELANE", | |
| "SGIP1", | |
| "C11orf97", | |
| "CATR1", | |
| "BTF3P12", | |
| "C6orf58", | |
| "ANXA13", | |
| "ADAM6", | |
| "CCR9", | |
| "ABCF3", | |
| "ARHGDIA", | |
| "HMGB1P12", | |
| "ADIRF", | |
| "AHCYL1", | |
| "GPR150", | |
| "CD1A", | |
| "FAM83B", | |
| "ARNT2", | |
| "ADA2", | |
| "CCDC102B", | |
| "CHMP4C", | |
| "FAM87A", | |
| "CHIA", | |
| "ADCY2", | |
| "ADGRB3", | |
| "APOD", | |
| "BDNF", | |
| "DEGS2", | |
| "ADAP1", | |
| "AGAP6", | |
| "ACACA", | |
| "CAPN15", | |
| "HIBCH", | |
| "BAG2", | |
| "ZNF578", | |
| "ATP7B", | |
| "C17orf99", | |
| "C2orf80", | |
| "FGF10", | |
| "C6orf52", | |
| "DVL3", | |
| "ATP6V1E1", | |
| "GNL1", | |
| "BEAN1", | |
| "ACP1", | |
| "ATP1A1-AS1", | |
| "ALPI", | |
| "IGFL1", | |
| "ZNF467", | |
| "LRGUK", | |
| "ACSM2B", | |
| "PRM3", | |
| "ARHGAP21", | |
| "FBRS", | |
| "CFC1", | |
| "ARMH4", | |
| "CCT6B", | |
| "ACTR1A", | |
| "CCDC110", | |
| "ASTN2", | |
| "BTN1A1", | |
| "ARFIP2", | |
| "TDRD1", | |
| "ATP6V1G3", | |
| "FSD1", | |
| "CTLA4", | |
| "CEBPA-DT", | |
| "EFHB", | |
| "CRYBB2", | |
| "ARPC1A", | |
| "ANKRD13A", | |
| "CAMKK1", | |
| "SERPINB9P1", | |
| "BCOR", | |
| "AJUBA", | |
| "BCL3", | |
| "CLEC18C", | |
| "ANXA8L1", | |
| "FAM87B" | |
| ], | |
| "Coefficient": [ | |
| -0.10907686869643773, | |
| -0.08032620998493306, | |
| -0.0798469569767708, | |
| -0.07728513584046798, | |
| -0.07687576706843202, | |
| 0.07602651000693413, | |
| 0.0676408009767881, | |
| 0.06286066503418848, | |
| -0.061807680081563156, | |
| 0.06008849246954974, | |
| -0.05432119949074695, | |
| 0.05395453529405421, | |
| -0.05382657671444296, | |
| -0.05033679325181206, | |
| 0.048656443731079996, | |
| 0.04801894397785951, | |
| -0.04604621645683448, | |
| -0.04563975709888941, | |
| 0.04491418889873811, | |
| 0.04419281635855473, | |
| -0.04118201376401975, | |
| -0.0408682130852412, | |
| 0.040812096954877114, | |
| 0.03880298253852569, | |
| -0.038321367912876214, | |
| -0.03779327696536741, | |
| -0.03509209572306589, | |
| 0.034506796853276296, | |
| 0.03449718439700624, | |
| -0.03422213381736912, | |
| 0.033055540511629206, | |
| -0.03294526298323272, | |
| -0.03171675168183523, | |
| -0.030993374762997274, | |
| 0.030058875379637157, | |
| -0.029464003829776687, | |
| -0.029103563573419144, | |
| 0.028752122748553623, | |
| -0.02868965922563646, | |
| -0.028500142420515594, | |
| 0.028105930229534497, | |
| 0.027665514491715105, | |
| -0.02764597536607571, | |
| 0.02681858209219741, | |
| -0.026742142509249767, | |
| -0.02584698678491984, | |
| 0.02578800627688627, | |
| -0.025684093657253635, | |
| 0.025188705217710265, | |
| -0.024490329760086922, | |
| -0.024413260808169076, | |
| 0.024291606502542334, | |
| -0.023667271760556947, | |
| -0.02358791933194586, | |
| 0.0230865737073051, | |
| -0.0225808351547751, | |
| -0.021023888607571966, | |
| 0.020567220409822416, | |
| 0.019650070259002738, | |
| -0.01845782675958989, | |
| 0.018226625583825422, | |
| 0.017635878312009075, | |
| -0.017632718143125194, | |
| -0.017385418842172054, | |
| 0.01734362741261037, | |
| 0.017203735775633233, | |
| -0.017109551879188712, | |
| -0.016758566042556815, | |
| -0.016244360895029914, | |
| -0.016002730930029452, | |
| 0.015989684634492667, | |
| 0.0154716678233294, | |
| 0.015365979349869142, | |
| -0.014852568248778172, | |
| -0.0146698717837431, | |
| -0.014581804887955265, | |
| 0.014149607212075034, | |
| -0.014006625937960891, | |
| 0.01376262303645849, | |
| -0.01356209680029238, | |
| -0.013549805638935049, | |
| -0.013369704330715307, | |
| -0.013189567579849779, | |
| 0.013155781306021772, | |
| 0.01299314197443378, | |
| 0.01264799981078099, | |
| 0.012630889400381633, | |
| -0.012611483854407572, | |
| -0.01240375254304594, | |
| -0.012378080779837155, | |
| 0.012185587989333783, | |
| 0.012153548676189863, | |
| -0.01204564802753945, | |
| -0.012015680060312799, | |
| 0.011996611866755432, | |
| -0.0118468939291061, | |
| 0.011841024970028863, | |
| -0.011745387777307794, | |
| 0.01149526279211867, | |
| -0.010982675061509751, | |
| 0.010740011136199828, | |
| 0.0107027179746154, | |
| -0.01068417654184327, | |
| -0.010381057201636944, | |
| -0.010357150097201485, | |
| -0.010343104524800669, | |
| 0.010287895260941295, | |
| 0.01017090719186117, | |
| -0.010139141305036284, | |
| 0.010081155831928146, | |
| -0.009957515491595825, | |
| -0.009926857192256713, | |
| -0.009828192536619314, | |
| -0.009811839687720463, | |
| -0.009791539099447603, | |
| -0.009549299306624386, | |
| -0.009472173961916656, | |
| -0.00941084924494712, | |
| -0.00933745535682812, | |
| -0.009068317362636727, | |
| 0.009035373727120799, | |
| -0.008908389923421559, | |
| 0.008901701766066797, | |
| -0.00879086406047259, | |
| 0.008690430298734961, | |
| -0.008544660362179358, | |
| -0.008494497233433337, | |
| 0.008468137586901882, | |
| 0.008439806917942435, | |
| 0.008386668235986394, | |
| 0.008326517347138672, | |
| 0.008171648531376061, | |
| -0.008071147896686327, | |
| -0.008007368121552342, | |
| 0.007921356030610891, | |
| -0.007916143839793001, | |
| -0.007792964071354293, | |
| -0.007780733409363804, | |
| -0.007676190482296119, | |
| -0.007657174710873083, | |
| -0.007601417750411965, | |
| 0.007550162423709556, | |
| 0.007336154009151249, | |
| -0.007260657310108708, | |
| 0.00724320306275792, | |
| 0.007072784997774039, | |
| 0.006809781419875235, | |
| 0.006805383523185407, | |
| -0.006507274906494231, | |
| 0.006473474831226767, | |
| -0.00643002610713469, | |
| 0.0060540511052551305, | |
| -0.006014096111954434, | |
| -0.005873503484673319, | |
| -0.005856642318027941, | |
| -0.005811171992348741, | |
| -0.005769258740046961, | |
| 0.005677154440155015, | |
| -0.005656480322854731, | |
| 0.005651069605960346, | |
| 0.005569079406969538, | |
| -0.005488875062984535, | |
| -0.005453065356443604, | |
| 0.005428777890509142, | |
| -0.0052623118333061936, | |
| -0.00517476261156827, | |
| 0.005138681953835993, | |
| 0.005030666130205048, | |
| -0.005016063785684747, | |
| -0.0049566960733792, | |
| -0.004791744328974813, | |
| -0.004780823563419146, | |
| -0.004771621457758016, | |
| 0.00471309587010402, | |
| 0.00467628826048913, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 86.66666666666666, | |
| "precision": 73.33333333333333, | |
| "recall": 54.666666666666664, | |
| "f1": 60.76190476190476 | |
| }, | |
| "selection": { | |
| "precision": 0.6841709044244834, | |
| "recall": 3.1578947368421053, | |
| "f1": 1.123698349303599, | |
| "jaccard": 0.565418473621162 | |
| } | |
| } | |
| } |