| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HPN", | |
| "A2M", | |
| "ABCA6", | |
| "ACSM3", | |
| "CIB4", | |
| "AFP", | |
| "ARHGAP44", | |
| "ARRDC1-AS1", | |
| "ANKRD53", | |
| "ACSM4", | |
| "DNAH10", | |
| "BTBD19", | |
| "CD207", | |
| "ARSF", | |
| "GGT7", | |
| "BIRC7", | |
| "ACE", | |
| "ADGRF1", | |
| "ACER3", | |
| "GRM8", | |
| "ADRA2C", | |
| "ARMH4", | |
| "CRYZL1", | |
| "KCTD9", | |
| "GLI1", | |
| "BICDL1", | |
| "ERG", | |
| "ASCL1", | |
| "TTTY7", | |
| "SLC29A4", | |
| "ITPA", | |
| "CPZ", | |
| "COA7", | |
| "EFNA4", | |
| "SPMIP7", | |
| "LRTM2", | |
| "FAM218A", | |
| "NTNG1", | |
| "IPP", | |
| "TNNT1", | |
| "AP2B1", | |
| "DHCR24", | |
| "C6orf163", | |
| "CHURC1", | |
| "MIR155HG", | |
| "TBX1", | |
| "ACTC1", | |
| "BIN2", | |
| "ADAMTS2", | |
| "PRDM12", | |
| "BPIFA1", | |
| "CADPS", | |
| "CX3CL1", | |
| "CAMK2N2", | |
| "ARHGEF12", | |
| "MAP2K2", | |
| "ERCC6L2", | |
| "ACTRT2", | |
| "ANKRD26P1", | |
| "IL2", | |
| "C11orf98", | |
| "AP1S3", | |
| "CDCA3", | |
| "GAA", | |
| "EFEMP1", | |
| "BARHL2", | |
| "CYP2C19", | |
| "CAPN11", | |
| "CAMK1D", | |
| "CHRND", | |
| "AMFR", | |
| "FUT2", | |
| "OR5H6", | |
| "C1QTNF2", | |
| "IMMP1L", | |
| "ZNF22-AS1", | |
| "ART1", | |
| "ZXDA", | |
| "DBH", | |
| "APOA1", | |
| "PRSS55", | |
| "TRPV3", | |
| "ATP11AUN", | |
| "SLC25A33", | |
| "DEFB103A", | |
| "MARK1", | |
| "TSSK1B", | |
| "FMOD", | |
| "ACCS", | |
| "C6orf58", | |
| "CD109", | |
| "OTOP3", | |
| "ALOX15", | |
| "TSPY26P", | |
| "BEGAIN", | |
| "CNOT9", | |
| "MRAP", | |
| "LHX6", | |
| "ANKRD20A1", | |
| "AHCTF1", | |
| "CD180", | |
| "VIPR2", | |
| "FAM118B", | |
| "PRR19", | |
| "BSX", | |
| "FAM3D", | |
| "ANKRD63", | |
| "MTRNR2L3", | |
| "ALG1L1P", | |
| "CENPX", | |
| "CHST7", | |
| "B4GALT1", | |
| "ANAPC15", | |
| "CCDC34", | |
| "C8orf48", | |
| "ANKIB1", | |
| "PTPN20", | |
| "DOCK6", | |
| "HLA-DPB2", | |
| "AP1AR", | |
| "KRTAP4-5", | |
| "APOB", | |
| "SLC30A8", | |
| "NPBWR2", | |
| "FBXL21P", | |
| "CHD7", | |
| "ARSA", | |
| "BRD7P3", | |
| "ACSL3", | |
| "S100G", | |
| "ORC1", | |
| "NAXD", | |
| "LAPTM5", | |
| "TAF7L", | |
| "CFAP69", | |
| "EVA1B", | |
| "BTBD3", | |
| "AS3MT", | |
| "ANXA2", | |
| "EMP1", | |
| "DHX57", | |
| "CYP11B1", | |
| "PSD2", | |
| "C1orf105", | |
| "COL2A1", | |
| "CAMK1G", | |
| "AHCY", | |
| "CFAP68", | |
| "SPIDR", | |
| "ANKRD26P3", | |
| "RFTN1", | |
| "CDON", | |
| "SP6", | |
| "ATRNL1", | |
| "CHRNB4", | |
| "PEX12", | |
| "AFG3L2", | |
| "ZFP69", | |
| "BGLAP", | |
| "OR4F4", | |
| "BMPR2", | |
| "CADM2", | |
| "RPF1", | |
| "MIPOL1", | |
| "ALOX12P2", | |
| "ALDH1A2", | |
| "CKS2", | |
| "NTPCR", | |
| "MYOCD", | |
| "FREM1", | |
| "XKRX", | |
| "ARMCX2", | |
| "ASB9", | |
| "APOL5", | |
| "CLEC12B", | |
| "GRM1", | |
| "ANKMY2", | |
| "C1QTNF3", | |
| "CYSLTR2", | |
| "CAV3", | |
| "ANKDD1B", | |
| "PCDHGC3", | |
| "LIPF", | |
| "GNRHR", | |
| "HLA-DRB4", | |
| "MOB3B", | |
| "NIPA1", | |
| "C5orf47", | |
| "ADCK2", | |
| "ZNF804A", | |
| "BMP7", | |
| "PRDM11", | |
| "TAAR8", | |
| "COPG2IT1", | |
| "MTIF2", | |
| "SH2D1B", | |
| "RNF212", | |
| "DTNBP1", | |
| "ABT1", | |
| "TTC39A", | |
| "ACO1", | |
| "GPR31", | |
| "NPNT", | |
| "GPX2", | |
| "MT1IP", | |
| "ADGRG7", | |
| "C12orf60", | |
| "TPTE2P3", | |
| "ANKRA2", | |
| "PANK1", | |
| "IRF5", | |
| "OR4E2", | |
| "CSN1S2AP", | |
| "MRS2P2", | |
| "CENPS-CORT", | |
| "INE1", | |
| "FABP5", | |
| "CSKMT", | |
| "APOBEC4", | |
| "AQP8", | |
| "CST1", | |
| "ZNF347", | |
| "ICAM4", | |
| "RNPEP", | |
| "AICDA", | |
| "SFTPB", | |
| "CFAP418", | |
| "PNLIPRP3", | |
| "ORM1", | |
| "FZD6", | |
| "POU6F2", | |
| "KLHL4", | |
| "ATP6V1E2", | |
| "BACE2", | |
| "BLM", | |
| "CHN2", | |
| "CHEK1", | |
| "LRRC72", | |
| "MKX", | |
| "ASPN", | |
| "C15orf32", | |
| "FOXC2", | |
| "PPP1R17", | |
| "TKFC", | |
| "TRIM44", | |
| "ZNF28", | |
| "ACOXL", | |
| "AMIGO3", | |
| "OR10A2", | |
| "OR4N2", | |
| "OR2T5", | |
| "EFNB3", | |
| "CCDC80", | |
| "TBC1D28", | |
| "ARL2BPP2", | |
| "KRT17", | |
| "SND1-IT1", | |
| "DHX40", | |
| "DGKE", | |
| "HUS1", | |
| "ANKK1", | |
| "NWD2", | |
| "ZNF175", | |
| "IL33", | |
| "LINC02694", | |
| "KCNA2", | |
| "RXFP2", | |
| "SNX12", | |
| "NPFFR2", | |
| "ADAMTS1", | |
| "ERAS", | |
| "IL18RAP", | |
| "FAM234B", | |
| "GSDMA", | |
| "DLK2" | |
| ], | |
| "Coefficient": [ | |
| 0.04554868223641949, | |
| 0.04365047316495424, | |
| 0.03754421130308793, | |
| 0.034115539689230874, | |
| 0.030048051093767653, | |
| 0.02770240618877453, | |
| 0.02705749874213057, | |
| 0.025183809860646042, | |
| 0.02464306376439162, | |
| -0.024541562402438655, | |
| 0.024486311891001943, | |
| 0.024343750144926443, | |
| 0.02396735270677729, | |
| 0.023391084887304243, | |
| 0.02183370885842273, | |
| -0.020135004713310218, | |
| 0.01877701076643605, | |
| 0.018757967370426412, | |
| 0.018462835340458367, | |
| 0.017335080866850004, | |
| 0.017215031647455963, | |
| 0.016815926355197467, | |
| -0.015954789216939793, | |
| -0.015526204634050862, | |
| 0.014478809014425003, | |
| 0.014044266260682382, | |
| 0.01372220284718501, | |
| -0.012803735759293665, | |
| 0.01270142256673949, | |
| 0.011967115317677378, | |
| -0.011954899224178353, | |
| 0.01168962383897962, | |
| 0.011590001152798261, | |
| 0.011540508361942004, | |
| 0.010949610830541372, | |
| 0.010651803675285286, | |
| 0.010638644100977932, | |
| 0.010385262856964225, | |
| -0.01031818659356067, | |
| 0.010020500366941782, | |
| -0.009615275877099995, | |
| 0.009431180100483615, | |
| 0.009298283684057487, | |
| 0.009226301223068872, | |
| 0.009176559541989994, | |
| 0.00913322667579297, | |
| 0.009003650947396772, | |
| -0.008995633805329263, | |
| 0.008910463501296859, | |
| -0.008561085507355709, | |
| 0.008542169178847007, | |
| 0.0084038483941056, | |
| 0.008252039207196006, | |
| 0.00819893389648903, | |
| 0.008166387418418176, | |
| -0.00811296148715882, | |
| -0.008003687545443009, | |
| -0.007997865692339177, | |
| -0.007972469952400557, | |
| -0.007670056492448229, | |
| 0.007641128174045206, | |
| 0.0074842933717570006, | |
| 0.007402724338239867, | |
| -0.007375348407763312, | |
| 0.007301621974052095, | |
| 0.006997771455962606, | |
| -0.006247286554629862, | |
| 0.006154820980319995, | |
| 0.006153673209149884, | |
| -0.006003317545792932, | |
| 0.0059877670979840885, | |
| 0.005772147175640397, | |
| -0.005697543632463953, | |
| -0.0055976225891064746, | |
| -0.0050502817544862836, | |
| -0.004845118613624409, | |
| 0.004788878307819894, | |
| -0.0047686574350599515, | |
| 0.004755669884090735, | |
| 0.004659686195358686, | |
| 0.004463941305311202, | |
| -0.004452299558281204, | |
| -0.004431621373529461, | |
| -0.004298464979350427, | |
| -0.004186161573699253, | |
| 0.004115861984483177, | |
| 0.0038574854693584535, | |
| 0.003785594912750432, | |
| 0.003784792502183818, | |
| 0.0037798009944408815, | |
| 0.00355843231653128, | |
| 0.0034664082572616107, | |
| 0.0034308718479648536, | |
| -0.0034078828569348023, | |
| -0.0034073131432960425, | |
| 0.0034043959063932796, | |
| 0.0030181337635384513, | |
| 0.002957812270006983, | |
| -0.0029489145906259973, | |
| -0.0029391267879613652, | |
| 0.002874879641772321, | |
| -0.002688210691557833, | |
| -0.0026260239726306664, | |
| 0.00259604685666533, | |
| 0.0025660438981352897, | |
| 0.002563577391676434, | |
| -0.0025437059094739543, | |
| 0.002521849950108611, | |
| 0.0024431864100234097, | |
| 0.0023221649897017587, | |
| -0.0022806052496610373, | |
| -0.0022589080782976665, | |
| 0.002258158303732391, | |
| 0.0022085398632987877, | |
| 0.0022017349536331632, | |
| 0.0021831029473176975, | |
| 0.002180990054923393, | |
| -0.002170484762282036, | |
| 0.0021459057893902077, | |
| 0.002144806875282054, | |
| -0.002106579023343092, | |
| 0.0020289557604516186, | |
| -0.002027152779304812, | |
| 0.0019910207112993294, | |
| -0.0019575792140933816, | |
| 0.0019317222727921906, | |
| -0.0019165706020440897, | |
| 0.00186991379381624, | |
| -0.0018693623176997865, | |
| -0.0018504139949629753, | |
| 0.0017783592551328792, | |
| -0.0017629985591177785, | |
| -0.001733821863257517, | |
| -0.0017328346206788956, | |
| 0.0017024688181044487, | |
| -0.001681940871922235, | |
| 0.0016739801006081963, | |
| -0.0016434799972747719, | |
| 0.0016186611634935173, | |
| 0.0015939607196052178, | |
| 0.0015613344767668215, | |
| 0.001559523777980986, | |
| -0.0015323751477458402, | |
| 0.0014844672839153914, | |
| -0.0014679729850042686, | |
| -0.0014387098090774587, | |
| 0.0014301730402150957, | |
| 0.001427287748451686, | |
| -0.0014153175896082092, | |
| -0.0014011940226556186, | |
| -0.0013961157183069776, | |
| 0.0013821349198667944, | |
| -0.0013630379420301617, | |
| -0.0013621940218754589, | |
| -0.0013465316065363522, | |
| -0.0013435734622381187, | |
| 0.0013372804193155171, | |
| -0.0013190619855965027, | |
| 0.0012840299412090503, | |
| -0.0012438190608936447, | |
| 0.0012049163762010383, | |
| 0.0011995900773125764, | |
| 0.0011485783833261095, | |
| 0.0011331213770324768, | |
| -0.0010761334909249983, | |
| -0.0010310327012550337, | |
| 0.0010050885318853182, | |
| -0.0009990239453237506, | |
| 0.0009605610360900731, | |
| -0.0009596138972192205, | |
| 0.0009512335666892338, | |
| 0.0009306372233166599, | |
| 0.00089181517720521, | |
| -0.0008875990951078143, | |
| -0.0008323686581246114, | |
| -0.0007971401290340756, | |
| 0.0007762536066182768, | |
| 0.0007739203361523064, | |
| 0.0007636966165857901, | |
| 0.0007616272055298368, | |
| -0.0007549344905813495, | |
| -0.0007398128301349194, | |
| 0.0007206051354165015, | |
| -0.0007021462088231585, | |
| -0.0006971210814511926, | |
| 0.0006829689996269341, | |
| 0.0006790443321288689, | |
| 0.0006707583451550878, | |
| 0.0006627686904417806, | |
| 0.0006402062786323962, | |
| 0.0006124255320365615, | |
| 0.0005914886563403299, | |
| 0.0005847342238755591, | |
| 0.0005830104211141115, | |
| -0.0005797831760883405, | |
| -0.0005307127130025946, | |
| 0.0005103605419576643, | |
| -0.0004758550588764102, | |
| 0.0004410255161640418, | |
| 0.0004291212979126478, | |
| 0.0004205451968005898, | |
| 0.0004195614124488884, | |
| -0.0003957076584862672, | |
| 0.00038212789326839996, | |
| 0.00036354671577479124, | |
| -0.0003435958913279815, | |
| 0.0003392840696422745, | |
| -0.0003356753970082554, | |
| -0.0003218761269906461, | |
| 0.00031898105189399103, | |
| -0.0003062459997400688, | |
| -0.00029749785992646313, | |
| 0.00027386565003850337, | |
| -0.0002731999241710694, | |
| -0.00027051636363460376, | |
| -0.000268367843464724, | |
| 0.00025885000750785136, | |
| 0.0002574899786292324, | |
| 0.00025272178511571503, | |
| 0.00023487423159422713, | |
| -0.0002129842706721207, | |
| -0.00020375379520087516, | |
| -0.0001919649308050867, | |
| 0.00018049672710310173, | |
| -0.00016940689098813685, | |
| 0.00015788784201364476, | |
| 0.00015567963017735435, | |
| -0.00015134416882630678, | |
| 0.00014368084079418526, | |
| 0.0001423848548334013, | |
| 0.00014233140702044777, | |
| -0.00013910724663446222, | |
| 0.0001288162796447645, | |
| 0.0001283717999693129, | |
| 0.00012245922940383553, | |
| 0.00011691706788844944, | |
| 0.00011691172954884356, | |
| -0.00010464109930382316, | |
| -0.00010111384772543596, | |
| -9.5827235424285e-05, | |
| -9.430960228055634e-05, | |
| -8.98882472962437e-05, | |
| -8.347950775599908e-05, | |
| -7.78618879772305e-05, | |
| -7.236421618904292e-05, | |
| -7.123987698025777e-05, | |
| -6.654089389708076e-05, | |
| 6.134110118978306e-05, | |
| 6.111439968296566e-05, | |
| 5.8181723144925625e-05, | |
| -5.6300810662834976e-05, | |
| 5.451896770448723e-05, | |
| -4.902664135642664e-05, | |
| 4.879544357659562e-05, | |
| 3.88202357043087e-05, | |
| 3.8260309340510926e-05, | |
| -3.600834743738655e-05, | |
| -3.571104157300865e-05, | |
| 3.532024826018965e-05, | |
| 3.1680772171211535e-05, | |
| 2.7160299677830888e-05, | |
| 1.9981011306184932e-05, | |
| -1.941772106345723e-05, | |
| -1.699640924305869e-05, | |
| 1.3118288174978848e-05, | |
| 1.1367400097922595e-05, | |
| -6.24422453075827e-06, | |
| 3.167074571571022e-06, | |
| -2.4027481826170817e-06, | |
| -2.1865441380320792e-06, | |
| -1.160840966594148e-06, | |
| -5.956663484894598e-07, | |
| 3.8193991957290504e-07, | |
| 5.089392343917591e-08, | |
| 3.7271821531393243e-08 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.04554868223641949, | |
| 0.04365047316495424, | |
| 0.03754421130308793, | |
| 0.034115539689230874, | |
| 0.030048051093767653, | |
| 0.02770240618877453, | |
| 0.02705749874213057, | |
| 0.025183809860646042, | |
| 0.02464306376439162, | |
| 0.024541562402438655, | |
| 0.024486311891001943, | |
| 0.024343750144926443, | |
| 0.02396735270677729, | |
| 0.023391084887304243, | |
| 0.02183370885842273, | |
| 0.020135004713310218, | |
| 0.01877701076643605, | |
| 0.018757967370426412, | |
| 0.018462835340458367, | |
| 0.017335080866850004, | |
| 0.017215031647455963, | |
| 0.016815926355197467, | |
| 0.015954789216939793, | |
| 0.015526204634050862, | |
| 0.014478809014425003, | |
| 0.014044266260682382, | |
| 0.01372220284718501, | |
| 0.012803735759293665, | |
| 0.01270142256673949, | |
| 0.011967115317677378, | |
| 0.011954899224178353, | |
| 0.01168962383897962, | |
| 0.011590001152798261, | |
| 0.011540508361942004, | |
| 0.010949610830541372, | |
| 0.010651803675285286, | |
| 0.010638644100977932, | |
| 0.010385262856964225, | |
| 0.01031818659356067, | |
| 0.010020500366941782, | |
| 0.009615275877099995, | |
| 0.009431180100483615, | |
| 0.009298283684057487, | |
| 0.009226301223068872, | |
| 0.009176559541989994, | |
| 0.00913322667579297, | |
| 0.009003650947396772, | |
| 0.008995633805329263, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 84.34782608695652, | |
| "precision": 35.71428571428571, | |
| "recall": 26.666666666666664, | |
| "f1": 26.0 | |
| }, | |
| "selection": { | |
| "precision": 2.3884365007049353, | |
| "recall": 1.7365269461077844, | |
| "f1": 2.005226773742284, | |
| "jaccard": 1.0134913260856009 | |
| } | |
| } | |
| } |