| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "BAD", | |
| "MED23", | |
| "EGR3", | |
| "EMP3", | |
| "RFTN2", | |
| "CA5BP1", | |
| "BHLHE41", | |
| "DCHS1", | |
| "CANX", | |
| "SEZ6L2", | |
| "MIR30B", | |
| "PICK1", | |
| "BMP1", | |
| "H4C7", | |
| "GTF2A1", | |
| "BMP6", | |
| "BPY2", | |
| "AQP1", | |
| "GGTLC2", | |
| "HSFY1", | |
| "RN7SL254P", | |
| "FASTK", | |
| "EPRS1", | |
| "COQ4", | |
| "DYNLT2B", | |
| "CYB561A3", | |
| "SNORD38A", | |
| "DNPH1", | |
| "CDKL4", | |
| "FIZ1", | |
| "MRC2", | |
| "RGL1", | |
| "AKR1C3", | |
| "CACNG8", | |
| "CARD16", | |
| "PRMT7", | |
| "CRYGS", | |
| "HYCC1", | |
| "APOM", | |
| "IGKJ3", | |
| "NLGN1", | |
| "DPY19L3", | |
| "B9D2", | |
| "HOXB4", | |
| "CTNNAL1", | |
| "HAS3", | |
| "RNU4-78P", | |
| "CAB39", | |
| "SNORD13P1", | |
| "ETV3", | |
| "DHRS9", | |
| "GMIP", | |
| "ANKRD36B", | |
| "TRADD", | |
| "RN7SL57P", | |
| "RN7SL749P", | |
| "RN7SL107P", | |
| "AP2M1", | |
| "CABP7", | |
| "AMPD3", | |
| "DDX3Y", | |
| "C12orf54", | |
| "RNU6-251P", | |
| "RNA5SP103", | |
| "TSC22D2", | |
| "TCEAL5", | |
| "IL31RA", | |
| "PDS5B", | |
| "SPINK2", | |
| "CDH11", | |
| "TNIK", | |
| "FXYD3", | |
| "EMX2", | |
| "RNU1-55P", | |
| "ENKD1", | |
| "PHKG1", | |
| "FAF2", | |
| "CCAR1", | |
| "ASB10", | |
| "KIF2A", | |
| "PHF6", | |
| "CRELD1", | |
| "SSTR5-AS1", | |
| "DAZ2", | |
| "GP5", | |
| "PRKAR2A", | |
| "TRMT2A", | |
| "IL1RN", | |
| "RNA45S5", | |
| "GPR35", | |
| "TXNRD2", | |
| "DLC1", | |
| "PRSS58", | |
| "TBX10", | |
| "TMEM138", | |
| "RN7SL833P", | |
| "GABRB1", | |
| "ELMOD1", | |
| "KIAA1549L", | |
| "KDM6B", | |
| "ELL3", | |
| "RN7SL795P", | |
| "SPSB3", | |
| "ATP6V1G3", | |
| "RNF126P1", | |
| "FAM98C", | |
| "DNAJC3", | |
| "DPPA5", | |
| "HOXB1", | |
| "MIR29B2", | |
| "DNPEP", | |
| "MIR3184", | |
| "CDK19", | |
| "TEDC2", | |
| "NR2C2AP", | |
| "CTSF", | |
| "MED30", | |
| "JADE2", | |
| "CAMK2N2", | |
| "RNU6-1130P", | |
| "HTR4", | |
| "RNA28S5", | |
| "OR52M1", | |
| "ZBTB8OSP2", | |
| "GLTPD2", | |
| "TSPY1", | |
| "EID3", | |
| "MYG1", | |
| "RNU6-1235P", | |
| "AGTR2", | |
| "MIR485", | |
| "RNY1P4", | |
| "HMGN1P36", | |
| "NCKAP5", | |
| "SMCR8", | |
| "CDC42EP2", | |
| "IL20RB", | |
| "CLCA2", | |
| "IL2RA", | |
| "ANXA2R", | |
| "MGST1", | |
| "RABGGTB", | |
| "ATRIP", | |
| "ANO6", | |
| "APOD", | |
| "TBK1", | |
| "RNA5SP49", | |
| "UBXN7-AS1", | |
| "GABPA", | |
| "UBXN7", | |
| "GEMIN8", | |
| "ERI3", | |
| "S100G", | |
| "GCLM", | |
| "OR13C7", | |
| "MIR153-1", | |
| "FKBP10", | |
| "ECHDC2", | |
| "MMP14", | |
| "TPTE2", | |
| "IFI27", | |
| "FOXR2", | |
| "GUCA1A", | |
| "CCDC88C", | |
| "ASMTL-AS1", | |
| "TLL2", | |
| "FBXW4P1", | |
| "RNU4-68P", | |
| "IER2", | |
| "ACOD1", | |
| "FGFR1", | |
| "GAS8-AS1", | |
| "EPHB1", | |
| "RNU6-495P", | |
| "OR51B4", | |
| "GPR52", | |
| "AP5S1", | |
| "DTHD1", | |
| "SSU72L1", | |
| "PLCZ1", | |
| "FAM87A", | |
| "KRT9", | |
| "MTF2", | |
| "TLR7", | |
| "CORO7", | |
| "CKM", | |
| "GUCY2F", | |
| "HMGN2P46", | |
| "PAX1", | |
| "DCTN3", | |
| "CDC42EP4", | |
| "FAIM", | |
| "C1QTNF6", | |
| "OR2AE1", | |
| "ST6GAL2", | |
| "IGHV3-47", | |
| "JPX", | |
| "ITGA6", | |
| "ADRB3", | |
| "PLCG1", | |
| "SSU72", | |
| "SCN7A", | |
| "ADAMTS3", | |
| "PLA2G4E", | |
| "IL27RA", | |
| "SUPT20H", | |
| "FUT2", | |
| "LZTS1", | |
| "PYCR3", | |
| "OR7D4", | |
| "RN7SL378P", | |
| "GCSAML", | |
| "RN7SL284P", | |
| "EML6", | |
| "LMAN1", | |
| "RNU6-973P", | |
| "IL13RA2", | |
| "RBKS", | |
| "HELB", | |
| "RNU6-878P", | |
| "GBP1", | |
| "TAFA4", | |
| "AKNA", | |
| "GPR87", | |
| "SALL2", | |
| "LYPD2", | |
| "GPR37", | |
| "TPT1P13", | |
| "FOXD4", | |
| "CYTH1", | |
| "RN7SL271P", | |
| "GRK3", | |
| "SEPTIN6", | |
| "NSRP1", | |
| "KCNJ3", | |
| "CYP2C8", | |
| "PTPRN", | |
| "LYG2", | |
| "RNU2-66P", | |
| "MBLAC1", | |
| "MIR376C", | |
| "RNU6-316P", | |
| "RNU1-104P", | |
| "MIR194-1", | |
| "MIR425", | |
| "PAPOLB", | |
| "SCAMP5", | |
| "CHST12", | |
| "PHEX", | |
| "HSD3BP5", | |
| "KDM6A", | |
| "RNU6-810P", | |
| "RBM27", | |
| "ORM1", | |
| "EGFLAM", | |
| "SOX6", | |
| "KMO", | |
| "GIPC3", | |
| "ELFN2", | |
| "LIPN", | |
| "IFRD2", | |
| "FKBPL", | |
| "GNRH1", | |
| "RN7SL321P", | |
| "RN7SL806P", | |
| "DEFB1", | |
| "CCT8L2", | |
| "ZNF286A", | |
| "CRAT", | |
| "RN7SKP191", | |
| "IBSP", | |
| "TNFRSF17", | |
| "OR8H2", | |
| "SNHG11", | |
| "IGDCC4", | |
| "OR5M4P", | |
| "LNX2", | |
| "KDM4A", | |
| "AQP8", | |
| "RNVU1-32", | |
| "GOLPH3", | |
| "SYT11", | |
| "MYLK4", | |
| "DEFB114", | |
| "ENPP7", | |
| "WNT2", | |
| "GRB2", | |
| "KATNB1", | |
| "DDI1", | |
| "CYBC1", | |
| "NFKBIE", | |
| "CLEC4D", | |
| "GSDMC", | |
| "TIGD6", | |
| "GSTZ1", | |
| "PHYHIPL", | |
| "FAM170A", | |
| "R3HDM4", | |
| "OFD1P5Y", | |
| "CDC14C", | |
| "PSMF1", | |
| "DEFB127", | |
| "CIMAP2", | |
| "MYBPC3", | |
| "CFB", | |
| "RNU6-944P", | |
| "RNU6-666P", | |
| "DOCK2", | |
| "ARID3B", | |
| "SCN1B", | |
| "RN7SKP173", | |
| "OR5V1", | |
| "SLC27A1", | |
| "MMP19", | |
| "NXF5", | |
| "TFAP2C", | |
| "FRG1BP", | |
| "GNB4", | |
| "DCDC1", | |
| "RNA5SP519", | |
| "RNA5SP331", | |
| "FBXO48", | |
| "RNU6-160P", | |
| "DIPK1C", | |
| "CTAGE3P", | |
| "FRRS1", | |
| "TRPC3", | |
| "MIR410", | |
| "PPIAP21", | |
| "ABCD2", | |
| "BTF3P11", | |
| "LEAP2", | |
| "KNCN", | |
| "GPR146", | |
| "GSTO3P", | |
| "EXOSC4", | |
| "FHIP1A", | |
| "EXOC5", | |
| "C5orf47", | |
| "EMCN", | |
| "NANOGP1", | |
| "ACTRT3", | |
| "RNU6-172P", | |
| "OR7E106P", | |
| "PNKP", | |
| "KCNJ8", | |
| "DTD1", | |
| "MIR26A2", | |
| "FOXN3P1", | |
| "TAFA1", | |
| "ZNF681", | |
| "FMO3", | |
| "SLC25A19", | |
| "SLC11A2", | |
| "RALGPS1", | |
| "GPN2", | |
| "LINC02899", | |
| "PTPRF", | |
| "PRIMA1", | |
| "CLPB", | |
| "XRRA1", | |
| "SLC19A3", | |
| "FPR3", | |
| "RNU6-1207P", | |
| "MUC15", | |
| "RN7SKP278", | |
| "HLA-L", | |
| "OTOP2", | |
| "ITPKB", | |
| "LCE2C", | |
| "RPS17P5", | |
| "LRRC14B", | |
| "GRIK1-AS1", | |
| "RNU4-43P", | |
| "CRYGB", | |
| "AXDND1", | |
| "IGF2BP3", | |
| "RN7SL239P", | |
| "POU3F3", | |
| "RIMBP3", | |
| "BTD", | |
| "ERF", | |
| "RPS20P27", | |
| "EFNB1", | |
| "FMNL3", | |
| "MYO5B", | |
| "NFYA", | |
| "RDH5", | |
| "RNU5B-4P", | |
| "OR10A6", | |
| "OR3A3", | |
| "DNAJC5B", | |
| "RN7SL708P", | |
| "MYBPHL", | |
| "RNA5SP464", | |
| "RNU6-910P", | |
| "OR51J1", | |
| "SLC25A52", | |
| "BANF1", | |
| "KBTBD6", | |
| "PCDHB8", | |
| "RNA5SP104", | |
| "HLA-DRB5", | |
| "MIR423", | |
| "SPMAP2L", | |
| "RN7SL794P", | |
| "RPP25L", | |
| "RNU6-730P", | |
| "RNA5SP245", | |
| "IREB2", | |
| "H2AJ", | |
| "DAZAP2", | |
| "KBTBD8", | |
| "HNRNPCL1", | |
| "LINC02872", | |
| "HSD17B6", | |
| "RNU6-903P", | |
| "RNU6-971P", | |
| "ELP5", | |
| "PPP1R2P10", | |
| "RNA5SP210", | |
| "CHRM3", | |
| "SNORA71E", | |
| "BPY2B", | |
| "GBP1P1", | |
| "DAZ3", | |
| "MIR29B2CHG", | |
| "FOXD4L1", | |
| "HSFY2", | |
| "RIMBP3C", | |
| "TSPY10", | |
| "FOXD4L3", | |
| "MIR29C", | |
| "DAZ4" | |
| ], | |
| "Coefficient": [ | |
| 8.884635282595628, | |
| -8.622688585534672, | |
| -5.319566647784527, | |
| 5.0540810600760615, | |
| -4.874717571812383, | |
| 4.53591591752537, | |
| -4.494111129336227, | |
| -4.203732117877726, | |
| -3.9929428984249333, | |
| -3.915936248492361, | |
| 3.5331787939054755, | |
| 3.466570426321614, | |
| 3.365335235700145, | |
| -3.341029868782654, | |
| -3.2085683987096836, | |
| 3.183215503341719, | |
| -3.179521560007243, | |
| -3.081621657696294, | |
| -3.0326719027111224, | |
| -3.0186206767807287, | |
| 3.0181676472676857, | |
| 2.9545967872096006, | |
| -2.94916503929026, | |
| 2.9436165896832027, | |
| 2.9395307181792614, | |
| 2.922333672177742, | |
| 2.8424195801372503, | |
| 2.81666631699202, | |
| 2.7809868467961616, | |
| -2.7173732091572966, | |
| -2.7111974876337235, | |
| -2.6961706445811173, | |
| 2.6910605559778813, | |
| -2.6418405930120015, | |
| 2.5730905172803533, | |
| 2.4767774128604523, | |
| 2.410858301728835, | |
| -2.4016710779922774, | |
| 2.367751900381243, | |
| -2.366817794268828, | |
| 2.33378535543808, | |
| -2.3145823287385623, | |
| 2.2904240957176736, | |
| -2.1949058772483943, | |
| 2.1828054755700905, | |
| 2.1399426988760317, | |
| 2.1268190742221713, | |
| -2.126236093521782, | |
| -2.092713825475974, | |
| -2.0915923265369574, | |
| 2.0706126390998647, | |
| -2.06960024371691, | |
| -2.067098491088947, | |
| 2.0529016186565623, | |
| 2.0458040462070226, | |
| 1.9656490544564755, | |
| -1.9308082283498946, | |
| 1.908549289338613, | |
| -1.9051635289379962, | |
| 1.9047340656563887, | |
| -1.8495024140076026, | |
| -1.847250362445365, | |
| 1.823168125938237, | |
| 1.808735246838643, | |
| -1.774741473676925, | |
| 1.751690276915327, | |
| -1.7253119612591377, | |
| -1.7001746292077278, | |
| -1.6979244372065951, | |
| -1.650579208780416, | |
| -1.6314138867248298, | |
| -1.6274263983666213, | |
| -1.6220267056442974, | |
| 1.607292500777026, | |
| 1.574621011855305, | |
| -1.5737509759191006, | |
| -1.5563421770182664, | |
| -1.552561015242272, | |
| -1.547844986407134, | |
| -1.5040806712125954, | |
| -1.436290828915666, | |
| 1.4207230659212584, | |
| -1.4203737576917315, | |
| -1.3915674183082836, | |
| -1.3788034319632223, | |
| -1.364486337575021, | |
| 1.3562079939817484, | |
| -1.3508610681459197, | |
| -1.347908666399966, | |
| -1.335814497005461, | |
| 1.3264169975060727, | |
| -1.324789339527679, | |
| 1.316971206000002, | |
| -1.305621941617165, | |
| 1.276425050169281, | |
| -1.2764165335974975, | |
| 1.2764099951105907, | |
| -1.2668000052180097, | |
| -1.2629055706754593, | |
| -1.2626062382172858, | |
| -1.2565728605755284, | |
| 1.2556833499192284, | |
| 1.2515880375655337, | |
| 1.2473650493376998, | |
| -1.2457164705359305, | |
| 1.2385951463253972, | |
| -1.2292923889998089, | |
| -1.2162422725424435, | |
| -1.2115574381735283, | |
| 1.1902259072599364, | |
| 1.1803057210222234, | |
| 1.1718767624736057, | |
| -1.158892633310936, | |
| -1.1384276250314156, | |
| 1.132822862043019, | |
| 1.1316582721114457, | |
| 1.1234880380442485, | |
| 1.1129541018159408, | |
| -1.1125381312675608, | |
| -1.111284008074464, | |
| -1.1092798511979616, | |
| -1.0899458390988168, | |
| 1.0759761892846416, | |
| 1.0695662870499676, | |
| -1.0693106776748074, | |
| -1.057554036187865, | |
| 1.053801600919872, | |
| 1.04888335894793, | |
| -1.0459912773489144, | |
| 1.0291742611333456, | |
| -1.0283270781364193, | |
| -1.0183242452342858, | |
| -1.0076797216451625, | |
| -1.004413380114159, | |
| -1.001745966895966, | |
| 0.9983093804387703, | |
| 0.9556945134704857, | |
| 0.9530701239664355, | |
| -0.9518206063114424, | |
| 0.9471753638048624, | |
| 0.9411725716857919, | |
| -0.9389750973517192, | |
| 0.9379708729213684, | |
| -0.9352217039125598, | |
| -0.9193346333249667, | |
| -0.9077022494912238, | |
| 0.9046962086934721, | |
| -0.9045574904458052, | |
| -0.8944590869492465, | |
| -0.8833733275240858, | |
| 0.8801635323803482, | |
| 0.8737871075219453, | |
| 0.8728968501786754, | |
| 0.8604578106031552, | |
| -0.8583321986652128, | |
| 0.8496619877538624, | |
| -0.8473224544287722, | |
| 0.8401275402300493, | |
| -0.8393413888913119, | |
| -0.8384810167526016, | |
| 0.8353754031642429, | |
| 0.8263557275054803, | |
| -0.8075481897909412, | |
| -0.7854463566804126, | |
| 0.7820849704554413, | |
| -0.7810165398597896, | |
| 0.7729865503176244, | |
| 0.7625101817113775, | |
| -0.7469392306012488, | |
| 0.7402166928531081, | |
| 0.7216631635316616, | |
| -0.7120912711663046, | |
| -0.7069258555558109, | |
| 0.7036523439773488, | |
| -0.6958389790075659, | |
| 0.691039813961362, | |
| 0.6657442855791618, | |
| -0.6612655772967764, | |
| 0.6568149880545131, | |
| -0.6549134944559799, | |
| 0.6537510878312957, | |
| 0.6512169833803644, | |
| -0.649555723984268, | |
| 0.6450019106656064, | |
| -0.6229651370450591, | |
| -0.6179178992836304, | |
| 0.6139034083824765, | |
| -0.6138468147822254, | |
| -0.6044663410329362, | |
| 0.5980742224638527, | |
| 0.5905086656314104, | |
| 0.588630439466105, | |
| -0.5853755427684785, | |
| 0.5736261206879482, | |
| -0.5721437792689553, | |
| 0.5714753981913702, | |
| 0.5634221520810192, | |
| 0.5622907869412969, | |
| -0.5548824983835723, | |
| -0.552782005885321, | |
| 0.5395095844797142, | |
| 0.5310454808967219, | |
| -0.5289558740351988, | |
| -0.519242986232322, | |
| -0.514495602595469, | |
| -0.5106216427347691, | |
| 0.5095899540535649, | |
| -0.5084982318167662, | |
| 0.5084714368051336, | |
| 0.5081983445591723, | |
| 0.501443194388997, | |
| -0.4983183312487976, | |
| 0.495860979189194, | |
| 0.49230091381193053, | |
| -0.4921689356899921, | |
| 0.49090785613319976, | |
| 0.48792855203736074, | |
| 0.47417901838962645, | |
| -0.4727994235205185, | |
| -0.46852973840477824, | |
| 0.4642689125400476, | |
| -0.46360275127763406, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 79.59183673469389, | |
| "precision": 79.59183673469389, | |
| "recall": 100.0, | |
| "f1": 88.56027867263822 | |
| }, | |
| "selection": { | |
| "precision": 0.09744922788401049, | |
| "recall": 0.8695652173913043, | |
| "f1": 0.17525674248968232, | |
| "jaccard": 0.08782077236007482 | |
| } | |
| } | |
| } |