| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ELK3", | |
| "PRR20A", | |
| "CPNE9", | |
| "ZMIZ1", | |
| "FAM69B", | |
| "TMEM125", | |
| "KRT33B", | |
| "KLF3", | |
| "MYCBPAP", | |
| "MEST", | |
| "MANEA", | |
| "TUBA3E", | |
| "FAM3D", | |
| "PDE6C", | |
| "RNF5P1", | |
| "GLDN", | |
| "NFKB2", | |
| "RFPL1S", | |
| "ZFYVE27", | |
| "SMN1", | |
| "C1orf63", | |
| "TNPO2", | |
| "CREB3", | |
| "MTHFSD", | |
| "ARSG", | |
| "EGR4", | |
| "MYCN", | |
| "MFHAS1", | |
| "?|653553", | |
| "MGC23270", | |
| "SLTM", | |
| "A4GNT", | |
| "FLJ37453", | |
| "C19orf76", | |
| "OR1Q1", | |
| "CHST4", | |
| "KRTAP4-8", | |
| "ZNF544", | |
| "CDA", | |
| "WASH5P", | |
| "MYO1B", | |
| "GSTT1", | |
| "FAM106A", | |
| "OR13J1", | |
| "STK32A", | |
| "GLRA1", | |
| "SLC38A8", | |
| "TRIM60", | |
| "TRIT1", | |
| "LRIG3", | |
| "OR5M11", | |
| "SESN3", | |
| "ARPP21", | |
| "SPTLC3", | |
| "PPP1R11", | |
| "UBE2J1", | |
| "SPATA20", | |
| "GPC6", | |
| "CNGA2", | |
| "LRRC55", | |
| "RABL2A", | |
| "ZAR1", | |
| "TXNDC2", | |
| "TMEM123", | |
| "EIF4E", | |
| "HOXC11", | |
| "KCNK18", | |
| "SNORD94", | |
| "PNOC", | |
| "NDP", | |
| "OR2G6", | |
| "TBX6", | |
| "ASAP1IT1", | |
| "C16orf73", | |
| "SHH", | |
| "SLC38A4", | |
| "WISP3", | |
| "HFE", | |
| "APOC2", | |
| "KCNH7", | |
| "CRHR2", | |
| "LOC285847", | |
| "CREB3L4", | |
| "LOC100268168", | |
| "GRAPL", | |
| "C10orf131", | |
| "GABRR3", | |
| "CDC42BPG", | |
| "GPR37", | |
| "GAR1", | |
| "EMR3", | |
| "CDC27", | |
| "KRTAP5-11", | |
| "OR3A2", | |
| "OR52L1", | |
| "NAP1L2", | |
| "ABCA2", | |
| "GBX1", | |
| "UCP1", | |
| "FUNDC2P2", | |
| "TXNRD3IT1", | |
| "TRIM43", | |
| "CYP4F2", | |
| "ASTE1", | |
| "FAM53C", | |
| "LOC643923", | |
| "LRRC14B", | |
| "HIST1H4B", | |
| "RGS7", | |
| "GLT1D1", | |
| "SNORA62", | |
| "ZNF521", | |
| "TLK2", | |
| "TKTL2", | |
| "ANKRD34B", | |
| "FLJ41941", | |
| "NXF4", | |
| "ANKRD7", | |
| "CCDC144NL", | |
| "R3HDM2", | |
| "BICD1", | |
| "OR2T2", | |
| "SH2D7", | |
| "MMP8", | |
| "PCDHB19P", | |
| "CYP4Z1", | |
| "CA14", | |
| "KCNA4", | |
| "POC1B", | |
| "GDF5", | |
| "KRTAP19-3", | |
| "KIAA1751", | |
| "FBN2", | |
| "PRB1", | |
| "GPR88", | |
| "LOC340017", | |
| "CRISP1", | |
| "DMC1", | |
| "MUC13", | |
| "BMP15", | |
| "LMOD2", | |
| "SLC8A1", | |
| "WFDC10A", | |
| "GSTT2", | |
| "LOC730668", | |
| "ABP1", | |
| "LOC283050", | |
| "LOC100132724", | |
| "IGFL2", | |
| "HEY2", | |
| "VCX2", | |
| "OR13C8", | |
| "FGF8", | |
| "GIPC3", | |
| "KRTAP20-4", | |
| "KLF12", | |
| "LRRC41", | |
| "NANOS1", | |
| "OR4S2", | |
| "KRTAP13-1", | |
| "ZNF883", | |
| "GAB4", | |
| "CLDN17", | |
| "TAS2R8", | |
| "PLA2G10", | |
| "C15orf17", | |
| "OR10T2", | |
| "EDIL3", | |
| "FCGR3B", | |
| "IGFL4", | |
| "KIAA1033", | |
| "FAM74A3", | |
| "HPYR1", | |
| "TRPC5", | |
| "CYCSP52", | |
| "INTS4L2", | |
| "MB", | |
| "LCE3E", | |
| "FBXW8", | |
| "TAS2R41", | |
| "CLEC4G", | |
| "LOC644145", | |
| "CHIT1", | |
| "OR52D1", | |
| "ACCSL", | |
| "SPCS2", | |
| "SNORA45", | |
| "ZNF341", | |
| "MEGF10", | |
| "OBP2B", | |
| "GSTM1", | |
| "RNF151", | |
| "PREX2", | |
| "SLCO6A1", | |
| "APPL2", | |
| "FNDC4", | |
| "PIWIL3", | |
| "PCGEM1", | |
| "PGK2", | |
| "OR2T29", | |
| "KLHL7", | |
| "SDC4", | |
| "PABPC1L2B", | |
| "SPRR2F", | |
| "LSM14B", | |
| "PLEKHA9", | |
| "PDE6H", | |
| "OR6K2", | |
| "OR2T27", | |
| "OR7E156P", | |
| "OR5K2", | |
| "SCARNA23", | |
| "ACOT13", | |
| "IGLON5", | |
| "CASQ1", | |
| "PCDHGA8", | |
| "C6orf191", | |
| "IL24", | |
| "CHRNA4", | |
| "CLEC4C", | |
| "DCAF8", | |
| "ECEL1", | |
| "IL4", | |
| "DSPP", | |
| "OR52A5", | |
| "TUBB1", | |
| "SNORA1", | |
| "C5orf35", | |
| "SCARNA27", | |
| "NEU2", | |
| "CBWD2", | |
| "MEIS3P1", | |
| "C8orf47", | |
| "METAP1", | |
| "OR2T3", | |
| "ASPHD2", | |
| "COL9A3", | |
| "NGB", | |
| "CDH10", | |
| "CAGE1", | |
| "LOC100129055", | |
| "LRRIQ3", | |
| "CST11", | |
| "LEMD1", | |
| "FAM138D", | |
| "GPR15", | |
| "TIMD4", | |
| "KCNQ2", | |
| "KRTAP24-1", | |
| "ARMCX6", | |
| "C20orf173", | |
| "DUSP6", | |
| "DEFB106A", | |
| "CTSK", | |
| "LRRC4", | |
| "SNORA4", | |
| "PLP1", | |
| "SNORA70B", | |
| "TTTY7", | |
| "HSPE1", | |
| "PKD2L2", | |
| "MGC42105", | |
| "UGT8", | |
| "IQCF3", | |
| "C5orf52", | |
| "MCF2", | |
| "FEV", | |
| "CAPN9", | |
| "RAD51C", | |
| "FAM101A", | |
| "SLC7A3", | |
| "RFPL3", | |
| "NOX1", | |
| "C3orf14", | |
| "HIST1H3E", | |
| "ZDHHC22", | |
| "LOC441666", | |
| "SNORA66", | |
| "C2orf50", | |
| "CADM2", | |
| "OR5R1", | |
| "ZSWIM2", | |
| "UGT2B28", | |
| "GLIPR1L2", | |
| "NCRNA00110", | |
| "SLC7A5P1", | |
| "AMHR2", | |
| "XKR6", | |
| "CPN1", | |
| "EN1", | |
| "LCN8", | |
| "MOGAT2", | |
| "C20orf201", | |
| "ID2B", | |
| "HSPB2", | |
| "OR5B12", | |
| "FNDC8", | |
| "ZNF79", | |
| "OR1S1", | |
| "MSLN", | |
| "HCG22", | |
| "CSHL1", | |
| "PNLIP", | |
| "DNAJB8", | |
| "CACNA1B", | |
| "FAM71F1", | |
| "IRGM", | |
| "OR13H1", | |
| "CHP2", | |
| "C7orf54", | |
| "CAPN11", | |
| "SPDYE4", | |
| "C4orf45", | |
| "RBMY1B", | |
| "TTLL13", | |
| "OR2H1", | |
| "CYP2A6", | |
| "TMEM154", | |
| "PSD2", | |
| "SAGE1", | |
| "SOX5", | |
| "CCNYL1", | |
| "RRAD", | |
| "PCDHB6", | |
| "ITPKC", | |
| "SLC6A20", | |
| "DUPD1", | |
| "SYNJ2", | |
| "CDRT1", | |
| "IL1RAPL1", | |
| "LOC100132354", | |
| "OR1G1", | |
| "CDX2", | |
| "CLLU1OS", | |
| "PADI6", | |
| "C20orf166", | |
| "SPHK1", | |
| "WBSCR28", | |
| "NPR2", | |
| "PDYN", | |
| "SLC2A7", | |
| "KRTAP19-1", | |
| "SEPP1", | |
| "SPACA5", | |
| "SLC9A10", | |
| "LOC643677", | |
| "NKX3-1", | |
| "C1orf189", | |
| "ZNF680", | |
| "LOC645431", | |
| "TAF7L", | |
| "SRA1", | |
| "LRP5L", | |
| "SPESP1", | |
| "C4orf11", | |
| "NUDT9P1", | |
| "CLEC4M", | |
| "SLC39A10", | |
| "LOC649330", | |
| "KCNN3", | |
| "TERC", | |
| "GSDMA", | |
| "OOEP", | |
| "TCP10L2", | |
| "SCGB1D4", | |
| "SLC35F4", | |
| "C21orf90", | |
| "LOC729609", | |
| "OR4F29", | |
| "UOX", | |
| "OR51G2", | |
| "KIR2DL3", | |
| "SPINT3", | |
| "OR52W1", | |
| "STK39", | |
| "RGS22", | |
| "TAS2R30", | |
| "TNFRSF13B", | |
| "GMPR2", | |
| "LOC641367", | |
| "OR56A5", | |
| "MGAT3", | |
| "BARX1", | |
| "LYSMD4", | |
| "VSTM1", | |
| "HMX1", | |
| "OR51E2", | |
| "ESPNL", | |
| "DCAF12L1", | |
| "CAMK2B", | |
| "DPRX", | |
| "EPYC", | |
| "SNORA56", | |
| "TMEM151A", | |
| "CDH8", | |
| "FTCD", | |
| "OSR2", | |
| "IL17A", | |
| "IL28A", | |
| "FAM46D", | |
| "LOC284788", | |
| "CBWD3", | |
| "ST7L", | |
| "DIO3", | |
| "C6orf58", | |
| "OR56B4", | |
| "LOC100133957", | |
| "EN2", | |
| "SYT2", | |
| "C1orf68", | |
| "COL21A1", | |
| "ST7OT2", | |
| "SFTPA2", | |
| "LOC100240726", | |
| "ZNF642", | |
| "TSGA13", | |
| "LHB", | |
| "MGC16025", | |
| "DNAH11", | |
| "SERPINA9", | |
| "USP29", | |
| "ACTN3", | |
| "SEL1L2", | |
| "THBS4", | |
| "SPDYE2", | |
| "ZNF471", | |
| "ACP6", | |
| "ROBO1", | |
| "POU4F3", | |
| "CCDC122", | |
| "HSPA1B", | |
| "LCNL1", | |
| "TNFSF11", | |
| "SOX21", | |
| "RASSF4", | |
| "C19orf26", | |
| "C8orf86", | |
| "C9orf173", | |
| "SLC36A3", | |
| "FST", | |
| "HSP90AB2P", | |
| "GAS2L3", | |
| "ATP1A2", | |
| "TNFRSF11B", | |
| "CALCR", | |
| "FSTL3", | |
| "OR1E2", | |
| "KRTAP5-2", | |
| "OR4C3", | |
| "ZNF667", | |
| "CCDC138", | |
| "CCDC157", | |
| "ZMYND8", | |
| "OR4S1", | |
| "HERC2P4", | |
| "OPN1MW", | |
| "SIGLEC12", | |
| "CA8", | |
| "C5orf48", | |
| "TSNAX-DISC1", | |
| "OR9Q1", | |
| "OR5W2", | |
| "NOTO", | |
| "KRTAP13-4", | |
| "MRAP", | |
| "KRTAP4-3", | |
| "EDC3", | |
| "LOC162632", | |
| "RAB40AL", | |
| "TDRD12", | |
| "FGL1", | |
| "GFRA3", | |
| "IRX1", | |
| "POU6F2", | |
| "PCDHGB2", | |
| "C14orf19", | |
| "LOC255025", | |
| "PROKR1", | |
| "GRIN3A", | |
| "GABRR2", | |
| "OR3A3", | |
| "SNORA16B", | |
| "NCRNA00119", | |
| "ZC3HAV1", | |
| "OTC", | |
| "NBPF3", | |
| "DERL3", | |
| "TMEM105", | |
| "C18orf20", | |
| "PCDH17", | |
| "ZFP91-CNTF", | |
| "CLRN2", | |
| "GRM3", | |
| "PPEF2", | |
| "LOC647946", | |
| "PPIAL4B", | |
| "KIAA1407", | |
| "RLN3", | |
| "KCNN2", | |
| "TMEM229A", | |
| "BSPH1", | |
| "GPR150", | |
| "BMP3", | |
| "FRG1B", | |
| "FAM48B1", | |
| "TP53I3", | |
| "SPATA22", | |
| "CADPS", | |
| "IL1F6", | |
| "SNORA58", | |
| "C11orf42", | |
| "LOC100144604", | |
| "CCDC146", | |
| "LOC286238", | |
| "C7orf66", | |
| "EFCAB1", | |
| "GRIK4", | |
| "OR11H12", | |
| "LOC121952", | |
| "TAS2R43", | |
| "EGFLAM", | |
| "CPN2", | |
| "CLLU1", | |
| "COX8C", | |
| "CXADRP3", | |
| "TTC17", | |
| "GPRIN2", | |
| "C1orf61", | |
| "BRAP", | |
| "GIF", | |
| "C1QTNF9B", | |
| "SCGBL", | |
| "UBE2Z", | |
| "ATL1", | |
| "SNORD15A", | |
| "C16orf91", | |
| "MXRA7", | |
| "NOVA1", | |
| "LOC84931", | |
| "RIMKLB", | |
| "KAL1", | |
| "C1orf87", | |
| "OVGP1", | |
| "HTR2A", | |
| "MEP1B", | |
| "MPHOSPH6", | |
| "ZNF100", | |
| "HIGD2B", | |
| "LOC100132831", | |
| "REPS1", | |
| "OR2T8", | |
| "OR1L4", | |
| "LOC642597", | |
| "TTLL8", | |
| "C15orf60", | |
| "ACTRT1", | |
| "TTC29", | |
| "DDX11L2", | |
| "OR52B2", | |
| "PAPPA2", | |
| "ZNF560", | |
| "JAGN1", | |
| "FAM9A", | |
| "LOC285194", | |
| "DRGX", | |
| "TPH2", | |
| "SLC22A1", | |
| "SNAR-F", | |
| "KIAA0408", | |
| "BRS3", | |
| "SYCE1", | |
| "C1orf230", | |
| "GJB6", | |
| "AS3MT", | |
| "CLDN25", | |
| "MTVR2", | |
| "NRAP", | |
| "LOC731779", | |
| "QRSL1", | |
| "SPDYC", | |
| "VAX2", | |
| "KRTAP21-1", | |
| "SNORD16", | |
| "TSSK2", | |
| "C22orf33", | |
| "C3orf49", | |
| "TTTY17B", | |
| "DEFB114", | |
| "SNORD90", | |
| "TXNDC8", | |
| "SNAR-A3", | |
| "LRRC27", | |
| "CT47A11", | |
| "KRTAP20-2", | |
| "SNORD9", | |
| "PRR20B", | |
| "DEFB113" | |
| ], | |
| "Coefficient": [ | |
| 6.261535996821064, | |
| -5.569656588665033, | |
| -3.6985123205004555, | |
| 3.330226887310002, | |
| 3.2506254267463786, | |
| -3.059684099062754, | |
| 2.816675401445377, | |
| 2.8052379717675455, | |
| -2.6404131010714638, | |
| 2.5976843658969613, | |
| 2.528360222214333, | |
| -2.3492945247434904, | |
| 2.2782660870652065, | |
| 2.2410669305251845, | |
| -2.229660633300312, | |
| -2.1968337314803916, | |
| -2.152457266915353, | |
| 2.1297958185448063, | |
| -2.1222160133952532, | |
| 2.0881330999636227, | |
| -2.0717917570810322, | |
| -2.03498242660113, | |
| -2.034193040921702, | |
| -2.023010152048508, | |
| 1.9934079728874528, | |
| -1.9794899480450232, | |
| 1.9711350619697636, | |
| 1.9358752094357998, | |
| -1.9229928465000972, | |
| 1.9213231580169277, | |
| -1.9185678417487213, | |
| 1.9158218976618981, | |
| -1.891571475892087, | |
| -1.8301012630455353, | |
| -1.8225451087337385, | |
| -1.805140485672849, | |
| 1.7683276980359588, | |
| 1.7575796073532766, | |
| 1.734364954857489, | |
| -1.7291066794223737, | |
| 1.7242949615940248, | |
| 1.6715631860141729, | |
| -1.6393963908427336, | |
| -1.6331340975653585, | |
| 1.6267084850590499, | |
| -1.6204252296999735, | |
| -1.5867741908779514, | |
| -1.581593328213557, | |
| -1.5671402321907475, | |
| 1.5628249190221961, | |
| 1.5602242097652719, | |
| 1.5596033145301809, | |
| 1.5536867350967336, | |
| 1.5330247809283175, | |
| 1.5177841194960755, | |
| 1.5165134099448032, | |
| -1.5155586809335764, | |
| 1.5146634348992336, | |
| 1.506637393658172, | |
| 1.482208592699854, | |
| -1.4755189208420043, | |
| -1.4607588706074297, | |
| 1.4532494675509349, | |
| 1.445778119793492, | |
| -1.4319025035962405, | |
| -1.42299052746501, | |
| 1.416816125470852, | |
| 1.4124151691336095, | |
| -1.4090629865834092, | |
| -1.3990796323977177, | |
| -1.3966481716087553, | |
| -1.3956904248774016, | |
| -1.383985859444143, | |
| 1.3673422255334688, | |
| 1.3644308580240818, | |
| 1.3596438991902327, | |
| 1.3583931984441564, | |
| 1.3528556913720158, | |
| -1.342417583548965, | |
| 1.3300898129153087, | |
| 1.3291598376349214, | |
| -1.3129712442570682, | |
| -1.3067556975495747, | |
| -1.2940493173151348, | |
| 1.2886822099062218, | |
| -1.281917795451334, | |
| -1.2781111631428754, | |
| -1.27762646767316, | |
| 1.2585467033771813, | |
| -1.2494326025665097, | |
| 1.2456732865022786, | |
| 1.241329199603112, | |
| 1.2354013022501518, | |
| 1.230931108357943, | |
| -1.2159194262758048, | |
| 1.1887658207252612, | |
| 1.180188494677668, | |
| -1.1766994841626168, | |
| 1.1758966236133526, | |
| 1.1682462109768017, | |
| -1.1566035476136327, | |
| -1.1303570734643162, | |
| 1.1298649767109692, | |
| 1.1238539933811038, | |
| -1.1233378489266026, | |
| -1.100574732322823, | |
| -1.094015184773171, | |
| 1.0786727524730642, | |
| 1.0773320511315918, | |
| 1.0755760298837453, | |
| 1.0722270233555364, | |
| 1.0658435038510896, | |
| 1.0608563215087596, | |
| 1.0426261182061838, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 5.8770185653192514e-05, | |
| 4.123271805328889e-05, | |
| 3.53936966622326e-05, | |
| 3.111972987445071e-05, | |
| 2.3021636115443457e-05, | |
| 8.561007353119614e-06, | |
| 3.040107018668443e-06, | |
| 2.7331757626544087e-06, | |
| 4.1046156887612035e-16 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 88.099173553719, | |
| "precision": 88.099173553719, | |
| "recall": 100.0, | |
| "f1": 93.64980637849544 | |
| }, | |
| "selection": { | |
| "precision": 0.35203001229670317, | |
| "recall": 2.608695652173913, | |
| "f1": 0.6203178060869552, | |
| "jaccard": 0.31129535142882203 | |
| } | |
| } | |
| } |