| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RASA4", | |
| "ZNF277", | |
| "IRGM", | |
| "LOC154761", | |
| "BARHL2", | |
| "KIR2DL4", | |
| "CELA2A", | |
| "SCN5A", | |
| "TTTY2", | |
| "RRN3P2", | |
| "LALBA", | |
| "CAPN13", | |
| "LINC00207", | |
| "NMI", | |
| "PKD1L3", | |
| "CYP4V2", | |
| "PF4", | |
| "PSG2", | |
| "SNORA80A", | |
| "OR14I1", | |
| "C11orf16", | |
| "ART1", | |
| "SLC22A9", | |
| "TENT5D", | |
| "PSD2", | |
| "IFNA8", | |
| "FUNDC2P2", | |
| "SLC35D3", | |
| "ASB11", | |
| "SLC44A4", | |
| "OR5B12", | |
| "AFM", | |
| "OR2A2", | |
| "SHCBP1L", | |
| "FAM226B", | |
| "LCE1C", | |
| "KBTBD11", | |
| "ANXA8L1", | |
| "PPP1R2C", | |
| "DCAF4L2", | |
| "YIPF7", | |
| "GLT6D1", | |
| "KRT84", | |
| "SNORA16B", | |
| "ZNG1C", | |
| "IFNL2", | |
| "SPANXN5", | |
| "ELOA2", | |
| "IQCF3", | |
| "GALNTL5", | |
| "NKX6-2", | |
| "AIPL1", | |
| "PATE4", | |
| "OPN4", | |
| "BLID", | |
| "MAP3K7CL", | |
| "TIPIN", | |
| "FLJ30679", | |
| "PCDHB13", | |
| "LINC00052", | |
| "NXPE1", | |
| "SNORA61", | |
| "PKD2L1", | |
| "ADAM3A", | |
| "SLC5A10", | |
| "PCDHGA1", | |
| "MYRIP", | |
| "RGPD8", | |
| "CFAP97D1", | |
| "PCDHGA4", | |
| "PRAMEF13", | |
| "RNF32", | |
| "USH2A", | |
| "CHST6", | |
| "TAFA3", | |
| "SST", | |
| "OR52A4P", | |
| "IFNA17", | |
| "MATN4", | |
| "SPATA31J1", | |
| "C3orf20", | |
| "POMC", | |
| "ACTL7A", | |
| "FOXN4", | |
| "C3orf22", | |
| "PRUNE2", | |
| "H2AC15", | |
| "GDNF", | |
| "LINC02915", | |
| "DNAJC25-GNG10", | |
| "TTTY6", | |
| "PRAMEF4", | |
| "NBR2", | |
| "SULT2A1", | |
| "RBP2", | |
| "AMACR", | |
| "ABCA15P", | |
| "KRT32", | |
| "CCDC144CP", | |
| "IL13RA2", | |
| "CLCA1", | |
| "AAA1", | |
| "GBP3", | |
| "GAD1", | |
| "DNAJB1", | |
| "ANXA10", | |
| "C17orf107", | |
| "PDC", | |
| "VIM", | |
| "FSHR", | |
| "STARD6", | |
| "FAM25A", | |
| "MUC13", | |
| "AGA", | |
| "PRPS1L1", | |
| "SND1-IT1", | |
| "MADCAM1", | |
| "PHEX", | |
| "APOF", | |
| "FOXL2NB", | |
| "H4C13", | |
| "TNP1", | |
| "PCDHB3", | |
| "NAT1", | |
| "REXO1L1P", | |
| "SUMO1P1", | |
| "OSTCP1", | |
| "RPA4", | |
| "DCD", | |
| "RAB9BP1", | |
| "SYT14P1", | |
| "GJB7", | |
| "ANGEL1", | |
| "FER1L5", | |
| "IL3", | |
| "IQCF1", | |
| "FAM138B", | |
| "POMZP3", | |
| "CYP2F1", | |
| "SNORA52", | |
| "TDRD12", | |
| "CRISP2", | |
| "NPBWR1", | |
| "DLK2", | |
| "TRIM49", | |
| "OR6N1", | |
| "PPM1F", | |
| "DEFA6", | |
| "VN1R4", | |
| "SPTA1", | |
| "OR4L1", | |
| "OR1L6", | |
| "WIF1", | |
| "CNTNAP2", | |
| "CYP4F11", | |
| "TRIM49D2", | |
| "SALL3", | |
| "GSX1", | |
| "SPACA1", | |
| "ADGRG4", | |
| "OXGR1", | |
| "STRA8", | |
| "TRIML2", | |
| "OR9A4", | |
| "GLYATL2", | |
| "TAC4", | |
| "C10orf90", | |
| "RFESD", | |
| "GPRC5D", | |
| "PROZ", | |
| "PCDHGA9", | |
| "TCAM1P", | |
| "SPMAP1", | |
| "TMIGD1", | |
| "OR2M5", | |
| "ZNF705D", | |
| "OR4S2", | |
| "OR52I1", | |
| "NR2E3", | |
| "RAD51AP2", | |
| "PTEN", | |
| "SNORD89", | |
| "LEUTX", | |
| "CT45A2", | |
| "PARP3", | |
| "PITX3", | |
| "ELAVL4", | |
| "CCN6", | |
| "ALX1", | |
| "OR1F2P", | |
| "ERAP1", | |
| "TAS2R60", | |
| "OR12D2", | |
| "OR5K4", | |
| "GAGE2C", | |
| "CETN4P", | |
| "ALDH8A1", | |
| "OR10H4", | |
| "TMPRSS11A", | |
| "SNCA", | |
| "TAS2R40", | |
| "ANKMY1", | |
| "OR5H6", | |
| "PDE4A", | |
| "ERP29", | |
| "OR13C3", | |
| "TRIM77", | |
| "CTAG2", | |
| "VCY", | |
| "IL17B", | |
| "GJD2", | |
| "NPPB", | |
| "TAS2R50", | |
| "ELAC2", | |
| "OR1J2", | |
| "FABP12", | |
| "OTX2", | |
| "IQCB1", | |
| "OTOP2", | |
| "DCBLD1", | |
| "KCNH7", | |
| "PCA3", | |
| "RBFOX3", | |
| "LGALS9B", | |
| "ITPRID1", | |
| "TRPC3", | |
| "KPLCE", | |
| "AGTR2", | |
| "DEFB103B", | |
| "PCDHA8", | |
| "LDHC", | |
| "ADAM2", | |
| "ZNF99", | |
| "ZFP91-CNTF", | |
| "OR8G5", | |
| "EMX2", | |
| "SCLY", | |
| "NPFFR2", | |
| "ENAM", | |
| "CT45A3", | |
| "FGF19", | |
| "PPIAL4E", | |
| "NKX2-6", | |
| "PLA2G2F", | |
| "C2CD4C", | |
| "RBMY2FP", | |
| "FAM41C", | |
| "F8", | |
| "PAX4", | |
| "GRIN2B", | |
| "TBC1D28", | |
| "DRD2", | |
| "SERPINB11", | |
| "SPACA7", | |
| "LCE2D", | |
| "HEPACAM2", | |
| "RLBP1", | |
| "SERPINA10", | |
| "TEX36", | |
| "WFIKKN2", | |
| "OR4K15", | |
| "SSX3", | |
| "PTH2R", | |
| "DEFB135", | |
| "MYBPC3", | |
| "RPL13AP17", | |
| "FGF7P3", | |
| "UCP1", | |
| "CLEC4M", | |
| "GLB1", | |
| "HNRNPA3P1", | |
| "FLJ36000", | |
| "FOLH1B", | |
| "SYCE1", | |
| "GTF2IP1", | |
| "OR10G3", | |
| "SLC6A10P", | |
| "ADRA1A", | |
| "KCNU1", | |
| "RAB41", | |
| "HOXD12", | |
| "SKAP1", | |
| "DPPA5", | |
| "CCL3L1", | |
| "FANCD2OS", | |
| "PRSS58", | |
| "LINC01600", | |
| "OR2T6", | |
| "DUSP5P1", | |
| "ECEL1", | |
| "PAGE4", | |
| "TACR2", | |
| "LSMEM2", | |
| "LHX8", | |
| "OR13C2", | |
| "HCG18", | |
| "CD200R1L", | |
| "ATP6V1G3", | |
| "SNORA5B", | |
| "ADGRA1", | |
| "HS3ST2", | |
| "ALG1L2", | |
| "FMR1NB", | |
| "TBX20", | |
| "TRIM43", | |
| "TMEM52", | |
| "CYP1A1", | |
| "SPANXN1", | |
| "TMEM14EP", | |
| "DLGAP2", | |
| "CCDC144NL", | |
| "SLC35F4", | |
| "OR7A10", | |
| "OR8A1", | |
| "ONECUT1", | |
| "OR4M1", | |
| "CRYBA1", | |
| "C4BPB", | |
| "SUPT20HL2", | |
| "PGA4", | |
| "OR4C3", | |
| "LIM2", | |
| "PAEP", | |
| "SCRT1", | |
| "SCARNA18", | |
| "PCDHGA5", | |
| "SYCP3", | |
| "FCN2", | |
| "KRTAP5-6", | |
| "DSCAM", | |
| "STON1-GTF2A1L", | |
| "FEV", | |
| "CYP4A22", | |
| "MSH3", | |
| "RGPD1", | |
| "SLC5A9", | |
| "PXMP4", | |
| "HTN3", | |
| "DGKG", | |
| "FAM222A", | |
| "INSYN2B", | |
| "DES", | |
| "CHRM2", | |
| "SNORA84", | |
| "SCARNA3", | |
| "PPP1R3G", | |
| "SRRM3", | |
| "LOC100240734", | |
| "OR14C36", | |
| "NBPF6", | |
| "CDRT15", | |
| "FAM9B", | |
| "SNAR-C3", | |
| "DNAJB3", | |
| "HSPB9", | |
| "IFITM5", | |
| "DNAH12", | |
| "SNORA15", | |
| "OR5L1", | |
| "ZPBP", | |
| "ADH1A", | |
| "POM121L10P", | |
| "XKRYP7" | |
| ], | |
| "Coefficient": [ | |
| -2.8396256706518894, | |
| -2.3170703481451747, | |
| -2.2259911293290497, | |
| 2.1173369044498753, | |
| -1.8909223206250325, | |
| 1.8348741245139344, | |
| -1.8322349179450155, | |
| 1.8032586207299346, | |
| 1.7155922774252532, | |
| -1.6928693724683526, | |
| -1.6351623278924188, | |
| 1.5512027377921713, | |
| -1.5164940497924388, | |
| 1.4896268473611987, | |
| -1.4882761928145662, | |
| 1.441007333862823, | |
| 1.4317789936964933, | |
| -1.3956336152582507, | |
| -1.3738317894914522, | |
| 1.3472346441293477, | |
| -1.3072266922777254, | |
| -1.2872704383296687, | |
| 1.2760193278915648, | |
| -1.2547333543865604, | |
| 1.2379658566333567, | |
| -1.2249108323148608, | |
| 1.217615485038126, | |
| 1.2149743548873513, | |
| -1.19492922105251, | |
| -1.1868888949803866, | |
| -1.1652065224427008, | |
| -1.1568685274011676, | |
| -1.1568639522782145, | |
| 1.1073591363289554, | |
| -1.0927908135970728, | |
| 1.0902723734309732, | |
| 1.0700066979875196, | |
| 1.0661576554557688, | |
| 1.0534747682518224, | |
| -1.0480129762768877, | |
| 1.0463875287385567, | |
| -1.0427433852389227, | |
| -1.0360394885707584, | |
| 1.031483499691352, | |
| 1.0162902417071564, | |
| 1.0119985242920295, | |
| -1.007708617324443, | |
| 1.005620884017564, | |
| 1.001883544803503, | |
| 0.9984191329062255, | |
| 0.9950679130703989, | |
| 0.9945068020166041, | |
| 0.9911678123332459, | |
| -0.9875062789916784, | |
| 0.9798378575359097, | |
| 0.9792345434051256, | |
| -0.964534507843142, | |
| -0.9520211156767907, | |
| -0.946503685896821, | |
| -0.9408873341712433, | |
| 0.9348529015487435, | |
| 0.9315581189790463, | |
| -0.9278325640074611, | |
| 0.9163365866920449, | |
| 0.8941874015648624, | |
| -0.8828889886891228, | |
| -0.8797457751634961, | |
| 0.8733342210531349, | |
| -0.8480237093089819, | |
| -0.8400509082390522, | |
| -0.8352696749863763, | |
| -0.8320695365631967, | |
| -0.815072171821029, | |
| -0.8135598905290795, | |
| 0.806038428456473, | |
| -0.8041852464546174, | |
| 0.8020467233958731, | |
| -0.7997921087124824, | |
| -0.799146868530591, | |
| -0.7985950744121143, | |
| -0.7951008368543568, | |
| -0.7935248392226396, | |
| 0.7849531603384643, | |
| 0.7781361347813381, | |
| -0.7694728533986326, | |
| -0.766420942870929, | |
| 0.7650796871133028, | |
| -0.7518704519255003, | |
| 0.7494548921349788, | |
| 0.7488478819803193, | |
| 0.7469951919368777, | |
| 0.7428473947177038, | |
| 0.7415403533064497, | |
| -0.7312080503356716, | |
| -0.7291994821426394, | |
| -0.7278121724260886, | |
| -0.7259219908681487, | |
| 0.7244840246195902, | |
| 0.718099111074984, | |
| -0.7172139623534508, | |
| -0.7151796054944266, | |
| -0.7148608069803344, | |
| 0.7054916607806198, | |
| 0.7046313871672608, | |
| 0.6959674047538034, | |
| 0.6917233564838033, | |
| 0.689656249513676, | |
| 0.6873348890624632, | |
| -0.6854580667434933, | |
| -0.6837085942163158, | |
| 0.6832458382136294, | |
| 0.6826871534295619, | |
| 0.6783153296696838, | |
| -0.6723975095658462, | |
| 0.6659093853083717, | |
| -0.6616206856054213, | |
| -0.6557916019519318, | |
| -0.6461466749726176, | |
| -0.6454915047978351, | |
| 0.644906544974462, | |
| -0.6426194373035614, | |
| 0.6422723023593094, | |
| -0.6396634262890121, | |
| -0.638809661279428, | |
| 0.6340686214912452, | |
| -0.6334217760121553, | |
| 0.6292325569859574, | |
| 0.6227926199561902, | |
| -0.6211587185732764, | |
| -0.6022554231291269, | |
| -0.6019124731469865, | |
| -0.5928578593545667, | |
| -0.5886168286449707, | |
| -0.5858660859649176, | |
| -0.5852384997833847, | |
| -0.5838235690563999, | |
| -0.5812906630532848, | |
| -0.5805619283000427, | |
| 0.5794658500194726, | |
| 0.5775932366476157, | |
| -0.5743315010355787, | |
| -0.5742481504762278, | |
| 0.5725954134411646, | |
| 0.567352445598958, | |
| -0.5562802844940452, | |
| -0.5500117637623629, | |
| 0.5486879888964352, | |
| -0.5477186854879771, | |
| -0.5426586500055246, | |
| 0.540619890004179, | |
| -0.5394697686379466, | |
| 0.5376356262394317, | |
| 0.5294957319852575, | |
| -0.5293912316426957, | |
| 0.5267696593662516, | |
| -0.5267242235184827, | |
| 0.518697460471023, | |
| 0.5182065055514306, | |
| 0.5172597781609926, | |
| -0.5116828902294425, | |
| 0.4991760606836278, | |
| -0.49418392545151446, | |
| 0.4847687302813023, | |
| 0.4818668720714656, | |
| 0.4802585459996459, | |
| 0.47661153400615414, | |
| 0.475677437504136, | |
| 0.4746783732479688, | |
| 0.47139315864035053, | |
| -0.46189737960537763, | |
| 0.4545876017711998, | |
| -0.45352842125721954, | |
| -0.45061138752570856, | |
| 0.4491564663317024, | |
| -0.4469974036673157, | |
| -0.44509707676203913, | |
| 0.44270612746807736, | |
| 0.43600077696776557, | |
| -0.4255465371536982, | |
| -0.4171236758713043, | |
| -0.41317155071739387, | |
| 0.4115814684831768, | |
| 0.4106126328152178, | |
| -0.4098474700376759, | |
| 0.4089773572148944, | |
| 0.40890960503512014, | |
| 0.4077789585969191, | |
| -0.3958046158847448, | |
| 0.3948750714337393, | |
| -0.39289800702851774, | |
| 0.39287621137971934, | |
| -0.3905282185170791, | |
| 0.3863597800721195, | |
| -0.3799195324455389, | |
| 0.3788275386192086, | |
| -0.3729385349779601, | |
| -0.37288778753012314, | |
| 0.3709737117268045, | |
| 0.36730477839119935, | |
| -0.36560198500540897, | |
| -0.3655396875647697, | |
| 0.3651232931737983, | |
| -0.35614070100539374, | |
| 0.3549948609478591, | |
| -0.34823056561855986, | |
| 0.34553771187171084, | |
| 0.3420246650940561, | |
| -0.33810245515372644, | |
| -0.32922496634156234, | |
| 0.32551931244601856, | |
| 0.3227007157634925, | |
| 0.3200679414783197, | |
| -0.3184644553994599, | |
| -0.3148540511995829, | |
| 0.3125311905340059, | |
| 0.30797981800202534, | |
| -0.3018516460639291, | |
| 0.2889727513213837, | |
| -0.28816843617986626, | |
| -0.28446260961161274, | |
| 0.28367185655274174, | |
| 0.28032810526277546, | |
| -0.2773051188009303, | |
| -0.2765939259607935, | |
| -0.27551150999079355, | |
| 0.27415466449271625, | |
| 0.2714126311246209, | |
| -0.2699211752579457, | |
| 0.2649228074602033, | |
| 0.26347242957230005, | |
| -0.25861849246418295, | |
| -0.25456522514907753, | |
| 0.25030225300537556, | |
| 0.2456731174578219, | |
| -0.24395955008990733, | |
| -0.241755083307995, | |
| 0.2402138343109827, | |
| -0.24004135912994023, | |
| -0.23869803771436704, | |
| 0.23635883076823716, | |
| 0.226573957383978, | |
| -0.2223837188472365, | |
| -0.22123174046985794, | |
| -0.21730985083523033, | |
| 0.216256311813873, | |
| -0.2145206583225757, | |
| 0.211645128574865, | |
| -0.20901240270734264, | |
| 0.20445475758510906, | |
| 0.1929686673607298, | |
| -0.19288431618809876, | |
| -0.18930839183379883, | |
| -0.18866648383783327, | |
| -0.1881494872055994, | |
| -0.18681312292605098, | |
| -0.1835912584022287, | |
| -0.18336851562140388, | |
| -0.18258242005179537, | |
| 0.1763197974949939, | |
| -0.17423362706936596, | |
| 0.16688168165324746, | |
| -0.16592641707636105, | |
| -0.16498415524299723, | |
| -0.16459636211512987, | |
| 0.1581066130447573, | |
| 0.15733896216521986, | |
| 0.15701575653303126, | |
| -0.1536305803638896, | |
| -0.1513179184268774, | |
| -0.15046178003439195, | |
| 0.1474293824777512, | |
| 0.14475619382849295, | |
| 0.14437481436635885, | |
| 0.14381481835557294, | |
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| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701756, | |
| "precision": 89.64912280701756, | |
| "recall": 100.0, | |
| "f1": 94.50528693428292 | |
| }, | |
| "selection": { | |
| "precision": 0.1282064452503005, | |
| "recall": 0.4, | |
| "f1": 0.19417590121536674, | |
| "jaccard": 0.09732417712526639 | |
| } | |
| } | |
| } |