| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "GLE1", | |
| "VPS45", | |
| "GAGE2A", | |
| "KTI12", | |
| "TIMM17A", | |
| "MUC7", | |
| "TINCR", | |
| "CDK5RAP2", | |
| "EYA1", | |
| "MT3", | |
| "SH3BP5L", | |
| "SNORA25", | |
| "RIPPLY2", | |
| "SMR3B", | |
| "MBD3L2", | |
| "SLC38A2", | |
| "NPHP3-AS1", | |
| "OLIG3", | |
| "PDZRN3", | |
| "SLC47A2", | |
| "GUSBP1", | |
| "LGALS12", | |
| "ENSA", | |
| "MYH16", | |
| "ARL17B", | |
| "FGF8", | |
| "TTTY4C", | |
| "SH3RF2", | |
| "SYT14P1", | |
| "PRRG3", | |
| "GGNBP2", | |
| "STX19", | |
| "CHL1", | |
| "WNT1", | |
| "LINC00305", | |
| "VPREB1", | |
| "TTC9B", | |
| "RETREG1", | |
| "CYB5R1", | |
| "NSG1", | |
| "H2BC17", | |
| "GAGE2D", | |
| "APOA2", | |
| "PCDHGA9", | |
| "TERB2", | |
| "SP6", | |
| "ZFP91-CNTF", | |
| "PRSS55", | |
| "NBPF22P", | |
| "SLC17A5", | |
| "EFNB3", | |
| "FGFRL1", | |
| "OR5V1", | |
| "TMEM151A", | |
| "TAF15", | |
| "CCDC60", | |
| "SSTR2", | |
| "CDYL2", | |
| "SNTB2", | |
| "COL11A1", | |
| "SNORA2B", | |
| "ADD2", | |
| "CSAG3", | |
| "OR2AK2", | |
| "SERPINI1", | |
| "C1orf185", | |
| "TAF4B", | |
| "NHLH2", | |
| "SCARNA17", | |
| "PCDHA13", | |
| "MYADML2", | |
| "CHMP4A", | |
| "SCARNA21", | |
| "PRKAB1", | |
| "OR7D2", | |
| "RTTN", | |
| "CA5A", | |
| "NSMCE2", | |
| "PCDHB13", | |
| "SLC28A3", | |
| "NRXN3", | |
| "HSP90B3P", | |
| "ZAN", | |
| "ZDHHC22", | |
| "ORC5", | |
| "TMPRSS2", | |
| "ADPRHL1", | |
| "IGSF9", | |
| "SLC25A41", | |
| "HCG11", | |
| "HLA-L", | |
| "FOXD4", | |
| "FUNDC2P2", | |
| "PRR5-ARHGAP8", | |
| "GNG8", | |
| "KCNK1", | |
| "ENHO", | |
| "GNAS-AS1", | |
| "ACP7", | |
| "LEAP2", | |
| "ST7L", | |
| "ZNG1E", | |
| "RGPD8", | |
| "NYAP2", | |
| "NKX6-3", | |
| "POTEB", | |
| "RPE65", | |
| "IFITM5", | |
| "FAM25G", | |
| "FOXB1", | |
| "MRPS6", | |
| "MOS", | |
| "GSC2", | |
| "GPR78", | |
| "MAGEB6", | |
| "TNN", | |
| "HIGD2B", | |
| "FAM182A", | |
| "CCDC54", | |
| "GPR35", | |
| "ZC3H11A", | |
| "STATH", | |
| "ALG1L1P", | |
| "FBXO40", | |
| "SSTR4", | |
| "DISP3", | |
| "AKAP3", | |
| "FGF19", | |
| "C1orf146", | |
| "ELOC", | |
| "UGT1A5", | |
| "BHLHE23", | |
| "OR8A1", | |
| "PLA2G4D", | |
| "IL36A", | |
| "OR7A5", | |
| "IL36G", | |
| "ZNF714", | |
| "ART1", | |
| "SEMA3D", | |
| "RNASE11", | |
| "EN1", | |
| "TARM1", | |
| "ELMOD1", | |
| "SLC46A3", | |
| "ZSCAN16", | |
| "KIF24", | |
| "TMEM81", | |
| "OR6K3", | |
| "CEACAM3", | |
| "ENPP1", | |
| "C3orf38", | |
| "USH1G", | |
| "LGALS9B", | |
| "PAPOLB", | |
| "ZSWIM3", | |
| "CXorf49B", | |
| "RAET1K", | |
| "TNFRSF10C", | |
| "RETNLB", | |
| "PMS2P6", | |
| "CLCN1", | |
| "SNORD115-7", | |
| "AKAP4", | |
| "SPATA20", | |
| "DKK3", | |
| "GRIK1", | |
| "RPS4Y2", | |
| "ARHGAP8", | |
| "TCP10L2", | |
| "ZNF474", | |
| "OR52W1", | |
| "DAZ2", | |
| "DEFB119", | |
| "CCL3L1", | |
| "CPXCR1", | |
| "ADRA1D", | |
| "RUNDC3A", | |
| "FTSJ3", | |
| "CCDC8", | |
| "MAGEA10", | |
| "SOST", | |
| "PTPRVP", | |
| "TBX22", | |
| "PIGC", | |
| "OR4B1", | |
| "FAM9C", | |
| "S100A8", | |
| "OR2L1P", | |
| "TOE1", | |
| "KRTAP10-2", | |
| "TRIM31", | |
| "LINC00114", | |
| "LYZL4", | |
| "RGS7", | |
| "PABPC1L2B", | |
| "C10orf90", | |
| "TMEM30CP", | |
| "COX6A2", | |
| "HCG4", | |
| "OR52I2", | |
| "CBFA2T3", | |
| "PTH", | |
| "LINC03042", | |
| "PPP2R2D", | |
| "PLPP2", | |
| "OR6C65", | |
| "C1QTNF3", | |
| "GFRA4", | |
| "KIR2DL1", | |
| "PSG8", | |
| "CSN1S1", | |
| "H3C14", | |
| "KIR3DX1", | |
| "PRSS48", | |
| "CEBPE", | |
| "CCL13", | |
| "KRTAP4-7", | |
| "PMCHL2", | |
| "P2RY11", | |
| "TSPAN19", | |
| "GSTT1", | |
| "ST8SIA3", | |
| "TNR", | |
| "ENC1", | |
| "METTL21C", | |
| "KCNE5", | |
| "MRGPRD", | |
| "NBPF4", | |
| "LELP1", | |
| "IL5", | |
| "SCG5", | |
| "PDZD9", | |
| "KPNA7", | |
| "OVCH1", | |
| "SUGT1P1", | |
| "PSPN", | |
| "FAM151B", | |
| "SYT4", | |
| "PBXIP1", | |
| "PIN1P1", | |
| "DEFB126", | |
| "FAM41AY1", | |
| "SULT1C2", | |
| "TSPY4", | |
| "GRIPAP1", | |
| "RAD51AP2", | |
| "OR2T12", | |
| "INTS4P2", | |
| "VCX3A", | |
| "ANP32A", | |
| "RACGAP1P1", | |
| "PARD6G", | |
| "CMTM2", | |
| "FAM187B", | |
| "GCM2", | |
| "TMEM185A", | |
| "C16orf92", | |
| "PIGG", | |
| "TULP2", | |
| "DAB1", | |
| "OR6W1P", | |
| "LINC01548", | |
| "NPTX1", | |
| "DNMT3B", | |
| "TNNI3K", | |
| "KRTAP27-1", | |
| "OR2AT4", | |
| "LAMA3", | |
| "C4orf36", | |
| "FZD7", | |
| "GUCY1B2", | |
| "OR51B4", | |
| "F2RL2", | |
| "DTX3", | |
| "LATS2", | |
| "GCSAML", | |
| "LDHAL6A", | |
| "APPL2", | |
| "VLDLR", | |
| "ANKRD30A", | |
| "CLPSL1", | |
| "ST7-OT3", | |
| "GSTM2", | |
| "ADARB2", | |
| "GPR52", | |
| "FAM86B2", | |
| "MST1R", | |
| "SNHG5", | |
| "GPR142", | |
| "OR13C9", | |
| "SPINK5", | |
| "FAM27E5", | |
| "RSPH4A", | |
| "IL19", | |
| "EYA2", | |
| "OR2L13", | |
| "KRTAP19-5", | |
| "RNF212", | |
| "SPATA8", | |
| "RPSAP52", | |
| "KCNA5", | |
| "CIMIP4", | |
| "ZNF718", | |
| "OR7E156P", | |
| "CLRN2", | |
| "HOXC12", | |
| "WARS2", | |
| "PNLIP", | |
| "OR2T35", | |
| "DEFB130A", | |
| "GPHB5", | |
| "ESPNL", | |
| "PGM5", | |
| "CLDN15", | |
| "TENT5D", | |
| "CDK15", | |
| "SNORA70B", | |
| "POLR3GL", | |
| "OTOP2", | |
| "INGX", | |
| "PPY", | |
| "MYL10", | |
| "OR2C1", | |
| "KRT16", | |
| "PON3", | |
| "CARD17P", | |
| "PCDHA3", | |
| "RTP2", | |
| "RETREG3", | |
| "TRIM16", | |
| "KRTAP13-3", | |
| "PLPP4", | |
| "PRKG2", | |
| "HCG9", | |
| "MAP2K3", | |
| "FASN", | |
| "SEL1L2", | |
| "C16orf78", | |
| "SEC14L3", | |
| "TAS2R1", | |
| "CXCR1", | |
| "FUT9", | |
| "OPRK1", | |
| "HIGD1C", | |
| "OR11H1", | |
| "TTTY1B", | |
| "OR2J3", | |
| "GPR89A", | |
| "TRIM35", | |
| "DNAI1", | |
| "KRTAP17-1", | |
| "GABRQ", | |
| "IZUMO2", | |
| "DIO3", | |
| "ITGB3", | |
| "OR5P2", | |
| "KCNQ1DN", | |
| "DPPA3", | |
| "KLK11", | |
| "SCD5", | |
| "KRT83", | |
| "SPMIP3", | |
| "RNF222", | |
| "CADM1", | |
| "VSTM1", | |
| "SLIRP-OT1", | |
| "DLGAP1", | |
| "OR1A2", | |
| "ELAC1", | |
| "EVPLL", | |
| "H2AC12", | |
| "OR4F21", | |
| "OR13C3", | |
| "FAM24A", | |
| "KIAA0408", | |
| "PAQR9", | |
| "CTNNA3", | |
| "CLEC1B" | |
| ], | |
| "Coefficient": [ | |
| -4.565201931340343, | |
| -3.6417371443994737, | |
| 3.3207355540255934, | |
| 3.3107611670871324, | |
| -3.1614903680845123, | |
| -2.8395622389845285, | |
| 2.788844324956864, | |
| -2.513152966175845, | |
| -2.2451992241272016, | |
| -2.1166893864997514, | |
| -2.099949092604751, | |
| -1.9429709554871724, | |
| 1.763492412407936, | |
| 1.7530219023309175, | |
| -1.7199877136917068, | |
| -1.7139437696698463, | |
| 1.7056855452690598, | |
| -1.6788368280440495, | |
| 1.66717385453241, | |
| -1.6519947963978767, | |
| -1.6101267310799696, | |
| 1.4948300853240781, | |
| -1.4932722195170351, | |
| -1.4890726145907205, | |
| -1.4849268256767902, | |
| 1.4338473746909384, | |
| 1.4161342600629117, | |
| -1.3905773200045881, | |
| -1.3864766398231492, | |
| -1.3864243157688783, | |
| -1.3670877518259716, | |
| -1.338332770156998, | |
| -1.3307727887972494, | |
| -1.3172296038858877, | |
| 1.3110522556907667, | |
| -1.287946629870604, | |
| -1.2804919275032505, | |
| -1.2730878289362109, | |
| -1.2633761233567244, | |
| -1.263320394973126, | |
| -1.2590706890768681, | |
| 1.258169133673534, | |
| 1.2528853451034394, | |
| -1.2443012796658361, | |
| 1.2440085666741838, | |
| -1.2402473075615321, | |
| -1.2366665726165709, | |
| -1.2195088321658196, | |
| 1.2179380270738065, | |
| -1.2080192137117636, | |
| -1.1795114674361789, | |
| -1.1682390607226396, | |
| -1.1669741104137696, | |
| 1.1628578826883915, | |
| -1.1325564531835686, | |
| -1.1169941100639593, | |
| 1.1041573436182521, | |
| -1.0992788694719584, | |
| 1.0863164386541375, | |
| -1.0600655312542504, | |
| -1.0492580773722946, | |
| 1.046966122161427, | |
| 1.0459049614934264, | |
| -1.0254419558902688, | |
| 1.0206524262580843, | |
| 1.014870593488075, | |
| 1.0058049439018402, | |
| 0.9978847980849985, | |
| -0.9924518879090432, | |
| -0.9858161377608295, | |
| 0.9841822775876935, | |
| -0.9704013913613699, | |
| 0.9645900890085625, | |
| -0.9574318811115998, | |
| -0.9377335998113683, | |
| 0.9210487762173061, | |
| 0.9014237668721315, | |
| -0.8952536427740615, | |
| -0.8935338280701294, | |
| -0.8672160688321765, | |
| -0.8651662460075087, | |
| -0.8645787575717684, | |
| 0.8557541178623669, | |
| -0.8476167644348113, | |
| 0.8460848125214216, | |
| -0.845547675070047, | |
| 0.8428611732585626, | |
| 0.8416248624977699, | |
| -0.8388094979782238, | |
| -0.8374721566673401, | |
| -0.8276364142240545, | |
| -0.8233616102068094, | |
| -0.8188565079875854, | |
| 0.8187394344937601, | |
| -0.815095783495646, | |
| 0.8144665730371444, | |
| 0.8104588312245626, | |
| 0.7987289182619218, | |
| -0.779954399728279, | |
| -0.7748755907567569, | |
| 0.7739042313330998, | |
| -0.768833877813365, | |
| -0.7610213739847478, | |
| -0.758105224667689, | |
| 0.7532196390825328, | |
| 0.7462797993171427, | |
| -0.7434791462215502, | |
| -0.7432359069743856, | |
| 0.740670598148821, | |
| -0.7301694821934817, | |
| 0.7268008190004558, | |
| 0.7265351149755316, | |
| 0.7264326842704903, | |
| -0.7253973979954642, | |
| 0.7137539221677669, | |
| -0.7091343253124918, | |
| -0.7060132979739756, | |
| 0.6996678640737624, | |
| 0.6948415600773377, | |
| 0.6948338328884321, | |
| -0.6771941117406933, | |
| -0.6757216272455185, | |
| 0.6574730216022736, | |
| 0.6507001021786225, | |
| -0.6345029598037618, | |
| 0.632471578919526, | |
| 0.6313191616015698, | |
| 0.6265015427819313, | |
| -0.6191386377035639, | |
| -0.6172976792530771, | |
| -0.6123210137453896, | |
| 0.6052489477229128, | |
| 0.6036619575304409, | |
| 0.603162963013351, | |
| 0.5941210147449726, | |
| 0.5929267807394739, | |
| -0.5919113202386442, | |
| 0.5867964951305544, | |
| 0.5843856063694871, | |
| -0.5819270249366597, | |
| -0.5803917023880394, | |
| 0.5654881553175817, | |
| 0.5654461050750943, | |
| -0.5647737578463506, | |
| 0.5586111139911916, | |
| -0.5526596150817554, | |
| -0.5495820884794486, | |
| -0.5480589228497891, | |
| 0.5465704348692934, | |
| -0.5279807407233102, | |
| -0.5263051016420288, | |
| 0.5260754321727854, | |
| 0.5230205385094523, | |
| 0.5222892303597483, | |
| -0.5158755730838521, | |
| -0.5119352025752328, | |
| -0.5114276552903965, | |
| 0.5064788246926646, | |
| -0.5055756813108813, | |
| -0.5009251782600402, | |
| -0.5007003614866441, | |
| 0.4925755114290246, | |
| 0.4891585941644465, | |
| 0.48791592819905, | |
| -0.48530795667543464, | |
| -0.48292884087495597, | |
| -0.48229769189373706, | |
| -0.47584523746551316, | |
| 0.4676939910886545, | |
| 0.4670603189804895, | |
| 0.46445483587106096, | |
| 0.46154867629165763, | |
| 0.4610596338239157, | |
| 0.4574894656323171, | |
| -0.45290398940801746, | |
| -0.4501390221636554, | |
| -0.4491713817845001, | |
| -0.4476290116028746, | |
| -0.4465473553791564, | |
| -0.44527491796202434, | |
| 0.44435001210302894, | |
| -0.4437830406746328, | |
| 0.43020474513202717, | |
| -0.4281497495883216, | |
| -0.42794176882301854, | |
| 0.42574429988221696, | |
| -0.42496611026541603, | |
| -0.41804705735069714, | |
| 0.4161611671967913, | |
| 0.41481885125717394, | |
| -0.41027440833318135, | |
| 0.40676305134725743, | |
| 0.4060008732051951, | |
| -0.40473202674316944, | |
| -0.4014983951130712, | |
| 0.40112751034546246, | |
| -0.39989000211556935, | |
| -0.3988320514162879, | |
| -0.38600817782600944, | |
| 0.3835305474310132, | |
| -0.37546052066569424, | |
| 0.3749644887114019, | |
| -0.3685561697357822, | |
| 0.3676926123314358, | |
| 0.36197381184234106, | |
| -0.3603662600148139, | |
| 0.35836186113517504, | |
| 0.3579456091128962, | |
| 0.3573755943173158, | |
| -0.35247718355891783, | |
| 0.35066482644587865, | |
| -0.3465047992620602, | |
| 0.3450815703797341, | |
| -0.34498671999430847, | |
| -0.3398247098783763, | |
| 0.3384011759810504, | |
| -0.3383197886980662, | |
| 0.33577145548290144, | |
| -0.3324230677206004, | |
| -0.32652022714938583, | |
| -0.3233665543906374, | |
| -0.3217826356341594, | |
| -0.3176530355520151, | |
| -0.3167193417544188, | |
| -0.31667987145380827, | |
| 0.31633286569426483, | |
| -0.31525110130057604, | |
| 0.31311763899098294, | |
| 0.31174063767134896, | |
| -0.31051833301468096, | |
| 0.3033024631381784, | |
| 0.30049701184246463, | |
| -0.2973478501002842, | |
| -0.2940201299329619, | |
| -0.29376199976802114, | |
| -0.2935250334608212, | |
| 0.29090393362095657, | |
| -0.2903558778415372, | |
| -0.28625687577634307, | |
| -0.28193332817535466, | |
| -0.28061087919612043, | |
| 0.2790233931014079, | |
| -0.27605029686689425, | |
| -0.27420660324184454, | |
| -0.27356978577252095, | |
| -0.2675575896512241, | |
| -0.26739011070744656, | |
| -0.26636963713612327, | |
| 0.2658248658847986, | |
| 0.2624697495527045, | |
| -0.25789337953095876, | |
| -0.2563405597445183, | |
| -0.25617595668022586, | |
| -0.25432145524288796, | |
| 0.25372746967661103, | |
| 0.25045243920912497, | |
| -0.2497490687875404, | |
| -0.23674596989909968, | |
| -0.23559585685794154, | |
| 0.2343193466998692, | |
| 0.2321329413385382, | |
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| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 88.099173553719, | |
| "precision": 88.099173553719, | |
| "recall": 100.0, | |
| "f1": 93.66441726052624 | |
| }, | |
| "selection": { | |
| "precision": 1.2561765823162823, | |
| "recall": 2.0689655172413794, | |
| "f1": 1.5630381902542214, | |
| "jaccard": 0.7887851191279046 | |
| } | |
| } | |
| } |