| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CT47A1", | |
| "COX7A2L", | |
| "APEX2", | |
| "TSPY1", | |
| "OR1Q1", | |
| "UNC119B", | |
| "SERPINB10", | |
| "ZNF578", | |
| "LNP1", | |
| "ZNF410", | |
| "SPANXA2", | |
| "GOLGA8DP", | |
| "TSPAN10", | |
| "CHRNB1", | |
| "ZNF878", | |
| "MMP7", | |
| "AASS", | |
| "ADGRA1", | |
| "ANGPTL7", | |
| "C10orf62", | |
| "RPL10", | |
| "OARD1", | |
| "OR51L1", | |
| "CREG2", | |
| "GLT1D1", | |
| "GSTT2", | |
| "HOXC11", | |
| "AKAP7", | |
| "COLEC11", | |
| "UPP2", | |
| "TCHHL1", | |
| "SBDSP1", | |
| "A4GNT", | |
| "CEP43", | |
| "SLC25A23", | |
| "FERD3L", | |
| "HEMGN", | |
| "TCERG1L", | |
| "OOSP2", | |
| "SAFB", | |
| "SLC25A51", | |
| "SLC7A5P1", | |
| "FAIM", | |
| "TAAR8", | |
| "DQX1", | |
| "PRAMEF4", | |
| "HEXA-AS1", | |
| "OR1L8", | |
| "DLGAP1", | |
| "SPATA8", | |
| "KLHDC8A", | |
| "H3C6", | |
| "FKSG29", | |
| "CDH6", | |
| "GLRA2", | |
| "NEUROD2", | |
| "PLAGL1", | |
| "TMCO2", | |
| "NETO1", | |
| "SLC35F3", | |
| "HAO2", | |
| "CPLX4", | |
| "GSTT4", | |
| "MAGEA12", | |
| "RPL23AP7", | |
| "SBK2", | |
| "SPP1", | |
| "TLX1", | |
| "RIMBP3C", | |
| "TBC1D3P2", | |
| "GABRR3", | |
| "INGX", | |
| "CFHR4", | |
| "ROBO2", | |
| "LCE1C", | |
| "NUFIP1", | |
| "C17orf78", | |
| "KLC4", | |
| "CHKA", | |
| "OPN4", | |
| "HYKK", | |
| "GTF2A1L", | |
| "SYCP2", | |
| "GBE1", | |
| "HSP90AB1", | |
| "FBLN7", | |
| "GRAPL", | |
| "NME5", | |
| "HYAL6P", | |
| "SLC10A2", | |
| "HBE1", | |
| "CRBN", | |
| "RBM44", | |
| "FXR1", | |
| "STBD1", | |
| "FAM181A", | |
| "IQCF2", | |
| "HCN1", | |
| "CCNE1", | |
| "ZPR1", | |
| "SOHLH1", | |
| "SNORA79", | |
| "DYRK1B", | |
| "AVP", | |
| "CFAP54", | |
| "SLC8A3", | |
| "PLAGL2", | |
| "KLK8", | |
| "MYLIP", | |
| "NFIB", | |
| "NCOR1P1", | |
| "OR51F1", | |
| "AJM1", | |
| "PPP1R2C", | |
| "SAP30", | |
| "GGT8P", | |
| "CCDC70", | |
| "FAM106A", | |
| "H1-9P", | |
| "MYO3B", | |
| "ZNF764", | |
| "CNPY1", | |
| "PIK3R3", | |
| "CDK11A", | |
| "EFL1", | |
| "SLC2A12", | |
| "HDX", | |
| "POU3F2", | |
| "KRTAP10-9", | |
| "PLET1", | |
| "WBP2NL", | |
| "TFR2", | |
| "IFNA4", | |
| "IL1RAPL1", | |
| "OR2M4", | |
| "RPH3AL", | |
| "LIN28B", | |
| "FAM180A", | |
| "GLIPR1L2", | |
| "KIF2B", | |
| "RBPJL", | |
| "SLC6A18", | |
| "OR13F1", | |
| "OR7D2", | |
| "KRT37", | |
| "SCARNA10", | |
| "PRSS33", | |
| "TBC1D29P", | |
| "ANKRD40CL", | |
| "H2AC1", | |
| "HTN3", | |
| "KREMEN2", | |
| "SLCO6A1", | |
| "CYP4F11", | |
| "P2RX5", | |
| "PTENP1", | |
| "IFNL1", | |
| "PPP1R3B", | |
| "NPAP1", | |
| "CANX", | |
| "BEND2", | |
| "OR52K2", | |
| "IRGC", | |
| "LELP1", | |
| "CDR1", | |
| "SNORA68", | |
| "DEFB103B", | |
| "RHEBL1", | |
| "OR2T27", | |
| "PRKRA", | |
| "CIAO1", | |
| "C1orf141", | |
| "RXFP2", | |
| "ERC2-IT1", | |
| "SPTB", | |
| "DEDD2", | |
| "ATXN3L", | |
| "PPP1R1C", | |
| "IL2", | |
| "SYNGR4", | |
| "HSD3B1", | |
| "TERB1", | |
| "NBR2", | |
| "H4C12", | |
| "DEFB136", | |
| "PEBP4", | |
| "TXNIP", | |
| "ADAMTS20", | |
| "ATP10A", | |
| "LRIT1", | |
| "CYP8B1", | |
| "CA10", | |
| "TTTY6B", | |
| "EGR2", | |
| "HMGA2", | |
| "HSPB9", | |
| "PAPSS1", | |
| "TASP1", | |
| "FBXO33", | |
| "PABPC1P2", | |
| "TICAM2", | |
| "TBPL1", | |
| "OR5J2", | |
| "TPM4", | |
| "KLKB1", | |
| "PPP2R2C", | |
| "FTSJ3", | |
| "HYAL3", | |
| "UMOD", | |
| "HTR5A", | |
| "HOXA3", | |
| "TRIM51", | |
| "OR2J2", | |
| "PRSS3", | |
| "TFAMP1", | |
| "S100A5", | |
| "MCM3", | |
| "SNAR-B2", | |
| "SNORA38B", | |
| "NELL1", | |
| "ISOC1", | |
| "CCDC177", | |
| "DEFB113", | |
| "HIGD2B", | |
| "RYBP", | |
| "IDI2", | |
| "ARSF", | |
| "OR2AK2", | |
| "CTAG2", | |
| "MUC7", | |
| "HMGB4", | |
| "TAAR2", | |
| "C10orf53", | |
| "CCDC74A", | |
| "SERPINE3", | |
| "GUCY2EP", | |
| "C22orf42", | |
| "CFAP74", | |
| "C4orf50", | |
| "GSTM1", | |
| "TRPV5", | |
| "CYBRD1", | |
| "SART3", | |
| "PTPRT", | |
| "LAIR2", | |
| "OR6N2", | |
| "RETN", | |
| "KRTAP7-1", | |
| "REG1B", | |
| "SLC30A3", | |
| "H1-3", | |
| "TTTY8", | |
| "DHH", | |
| "TFB1M", | |
| "CLYBL", | |
| "PIGC", | |
| "RIT2", | |
| "TBC1D22B", | |
| "ALPP", | |
| "OR1L6", | |
| "CNGA2", | |
| "TBC1D28", | |
| "C11orf42", | |
| "COPS3", | |
| "SSX1", | |
| "METTL8", | |
| "SIX3", | |
| "CCDC116", | |
| "LCE6A", | |
| "ZNF90", | |
| "RD3", | |
| "HK2", | |
| "TMEM88B", | |
| "BMX", | |
| "OR52A1", | |
| "NSG2", | |
| "MC2R", | |
| "SLC39A12", | |
| "HPCAL4", | |
| "CLDN6", | |
| "OR52H1", | |
| "IFNA17", | |
| "CASP12", | |
| "GLT6D1", | |
| "GYPA", | |
| "MERTK", | |
| "OR51A4", | |
| "KRT84", | |
| "MCM9", | |
| "H4C4", | |
| "DAD1P1", | |
| "PRSS45P", | |
| "TRIM49", | |
| "SPAG6", | |
| "CEP170P1", | |
| "BIRC7", | |
| "PP2D1", | |
| "GTPBP10", | |
| "NKX2-6", | |
| "SLC7A5", | |
| "ADCYAP1R1", | |
| "SUPT20HL1", | |
| "MRI1", | |
| "ZKSCAN8P1", | |
| "ZMYND12", | |
| "FAM66C", | |
| "NIBAN2", | |
| "VRTN", | |
| "PTGDR", | |
| "PELO", | |
| "PDYN", | |
| "KHDC1L", | |
| "IDO2", | |
| "SOX3", | |
| "WHAMM", | |
| "TRIM41", | |
| "SLC35E2B", | |
| "ADCYAP1", | |
| "GABRB1", | |
| "KRT76", | |
| "TREML4", | |
| "GRB2", | |
| "H2BC10", | |
| "OR2F1", | |
| "GPATCH1", | |
| "OPALIN", | |
| "PCDHGA3", | |
| "TOB1", | |
| "RAX", | |
| "ERICH3", | |
| "XRCC1", | |
| "CD300LD", | |
| "BARX2", | |
| "ZBED10P", | |
| "RNF135", | |
| "NCR1", | |
| "C5orf46", | |
| "MIXL1", | |
| "HMGN3", | |
| "OR51B5", | |
| "UCA1", | |
| "BID", | |
| "GJB6", | |
| "PAGE5", | |
| "MAPK10", | |
| "RBMXL3", | |
| "TRAK1", | |
| "H3C2", | |
| "PASD1", | |
| "IGSF21", | |
| "NAP1L6P", | |
| "ST13P4", | |
| "IFNK", | |
| "TAF15", | |
| "HMGB3P1", | |
| "MCM3AP-AS1", | |
| "SALL4", | |
| "LOC153910", | |
| "MIR9-1HG", | |
| "ZSCAN31", | |
| "GRIA4", | |
| "ARL5C", | |
| "KRT33A", | |
| "ASTE1", | |
| "CHMP1B", | |
| "MAK16", | |
| "KRTAP10-11", | |
| "ERP44", | |
| "FAM25G", | |
| "PNPLA3", | |
| "DBX2", | |
| "FAM90A7", | |
| "SSTR5", | |
| "TRPC5", | |
| "OR10R2", | |
| "CBLC", | |
| "TCTN2", | |
| "FAM136BP", | |
| "CDX2", | |
| "KRTAP4-1", | |
| "POTEA", | |
| "MED20", | |
| "EFCAB6", | |
| "HCG26", | |
| "LINC00518", | |
| "FAM66D", | |
| "SLC66A1LP", | |
| "OR52N2", | |
| "SEC14L4", | |
| "FAM74A1", | |
| "PLXNB2", | |
| "TCEAL6", | |
| "ALX1", | |
| "CRH", | |
| "SPINK8", | |
| "C12orf56", | |
| "LRIT2", | |
| "PMS2P5", | |
| "CD55", | |
| "OR2AG1", | |
| "GATA4", | |
| "PDHA2", | |
| "CELA1", | |
| "ST20", | |
| "DNAI7", | |
| "CHST4", | |
| "ZNF140", | |
| "CALHM1", | |
| "ALLC", | |
| "PAGE2B", | |
| "HTR2C", | |
| "SCAND3", | |
| "POU5F2", | |
| "AMPD2", | |
| "NMNAT1", | |
| "MSX2P1", | |
| "OOEP", | |
| "SLC35G6", | |
| "HSF5", | |
| "LCE3E", | |
| "TUB", | |
| "KRTAP13-2", | |
| "TEX13B", | |
| "LIM2", | |
| "ACOT12", | |
| "OR5K3", | |
| "FAM181A-AS1", | |
| "TMT1B", | |
| "HMX3", | |
| "TRPM1", | |
| "CAGE1", | |
| "SPRR2B", | |
| "CD109", | |
| "CA7", | |
| "H4C3", | |
| "H2BW1", | |
| "CLDND2", | |
| "NYAP2", | |
| "TRAPPC3L", | |
| "SPATS1", | |
| "TAS2R7", | |
| "CRLF2", | |
| "TTC36", | |
| "FUOM", | |
| "RPL9", | |
| "OR2G3", | |
| "CRYBA1", | |
| "PRL", | |
| "SPATA31E1", | |
| "LOC646813", | |
| "MTMR7", | |
| "LRRC4B", | |
| "OXT", | |
| "CCN4", | |
| "KRTAP19-5", | |
| "GALNTL5", | |
| "MDS2", | |
| "GTSE1-DT", | |
| "LOC644669", | |
| "DPPA4", | |
| "GFOD3P", | |
| "RAMAC", | |
| "LOC284009", | |
| "CELSR3", | |
| "SPAG11A", | |
| "CHCT1", | |
| "ZIC4", | |
| "PNLIPRP1", | |
| "OR7E24", | |
| "FLG2", | |
| "ANKRD34C", | |
| "PDGFRL", | |
| "GPR50", | |
| "OR51T1", | |
| "ZNF17", | |
| "NXPH2", | |
| "RNF186", | |
| "ASAP1-IT1", | |
| "ROS1", | |
| "RAB41", | |
| "KRT25", | |
| "RRH", | |
| "SYT5", | |
| "SND1", | |
| "RLN3", | |
| "OR10P1", | |
| "MARK1", | |
| "SPANXN4", | |
| "OR1K1", | |
| "PGA3", | |
| "KIR3DX1", | |
| "SLC4A10", | |
| "ABHD17C", | |
| "EQTN", | |
| "OR52B4", | |
| "HDAC9", | |
| "LINC00575", | |
| "HNRNPA2B1", | |
| "TSPYL6", | |
| "GNG3", | |
| "SNORD8", | |
| "SLC2A11", | |
| "LOC400940", | |
| "RPH3A", | |
| "EIF4A2", | |
| "KRT38", | |
| "SPANXB1", | |
| "TREX2", | |
| "MBD3L1", | |
| "LOC100192426", | |
| "ERAS", | |
| "MROH2B", | |
| "AGXT", | |
| "FGF7P3", | |
| "PCDHGC5", | |
| "CACNA1E", | |
| "GATA1", | |
| "GRIPAP1", | |
| "NEUROG2", | |
| "POM121L9P", | |
| "CPOX", | |
| "SERHL", | |
| "LIPI", | |
| "PKHD1", | |
| "VAX1", | |
| "H1-6", | |
| "ALPG", | |
| "TYR", | |
| "PRAP1", | |
| "ZSCAN5B", | |
| "FAM43B", | |
| "DIS3", | |
| "DHODH", | |
| "TSSK2", | |
| "SLC22A20P", | |
| "OR10T2", | |
| "HAUS2", | |
| "CMTM2", | |
| "OR9K2", | |
| "WDR64", | |
| "VTRNA1-1", | |
| "FAM27E5", | |
| "DEFB106A", | |
| "GUCY1B2", | |
| "GAGE2E", | |
| "GLYATL3", | |
| "DEFB121", | |
| "TTTY17A", | |
| "TTTY17B", | |
| "DEFB122", | |
| "DEFB128", | |
| "DEFB130A" | |
| ], | |
| "Coefficient": [ | |
| -6.004284673614901, | |
| 2.9520866044677248, | |
| 2.8252597232220156, | |
| 2.7679247124941857, | |
| -2.764466403335162, | |
| 2.74899239541376, | |
| -2.617213020413671, | |
| 2.5696063361501253, | |
| 2.4757295501345107, | |
| -2.402908572977538, | |
| -2.352959532748405, | |
| 2.222904208822321, | |
| 2.158841880993925, | |
| 2.156496121019313, | |
| -2.057190464386334, | |
| 1.9671575315260608, | |
| -1.9670304296524028, | |
| -1.8577409052310692, | |
| -1.809571140466875, | |
| -1.760289265684741, | |
| 1.7109660732241387, | |
| 1.7015448893222098, | |
| 1.6929303346696867, | |
| -1.6415013128785982, | |
| -1.631557291376141, | |
| -1.6304288601536472, | |
| 1.6193401445263491, | |
| 1.5963217015792273, | |
| -1.5909164169164485, | |
| -1.5875743487209346, | |
| 1.5875044545543586, | |
| -1.5714427856742126, | |
| 1.5628671281298236, | |
| 1.5553223231078157, | |
| -1.5459555221977275, | |
| -1.5455519269244549, | |
| -1.512095923169138, | |
| 1.504829432296378, | |
| -1.499634844558939, | |
| 1.4972487741816343, | |
| 1.485551809651154, | |
| 1.4836736201413536, | |
| 1.4819063741986216, | |
| 1.4679417671475978, | |
| -1.465990051153671, | |
| -1.4549326626995767, | |
| 1.4444329172933053, | |
| -1.4358004173710475, | |
| 1.4341484548908419, | |
| -1.429359193717175, | |
| -1.425039684926825, | |
| 1.424853003837331, | |
| -1.415008096571518, | |
| 1.4093682755849175, | |
| -1.3920222877555226, | |
| -1.3872373087982017, | |
| 1.3764690101137995, | |
| -1.3427752760801441, | |
| -1.3407390200500646, | |
| 1.32841689795034, | |
| -1.3223989314643576, | |
| 1.315312376056899, | |
| 1.301783130467854, | |
| 1.290261220144629, | |
| 1.2880149053227266, | |
| 1.2839474277550154, | |
| -1.2788161858042904, | |
| -1.2787358284706305, | |
| 1.2660865324536847, | |
| 1.2628659604709314, | |
| -1.261556973601091, | |
| -1.2598197209577773, | |
| 1.2480683508044184, | |
| -1.246371338979071, | |
| 1.2452967973897997, | |
| -1.2250041136585041, | |
| 1.2225964964480265, | |
| 1.2208252071920924, | |
| 1.2168495094709353, | |
| 1.1931356280301924, | |
| -1.192330736228751, | |
| 1.1920821258984626, | |
| -1.1855202175532429, | |
| 1.1799332956871091, | |
| 1.179104142917669, | |
| -1.1720373467103746, | |
| 1.164168597481306, | |
| 1.1559405624712307, | |
| 1.1494195208817994, | |
| -1.1449967769813254, | |
| 1.0980899360314564, | |
| -1.0917989889881574, | |
| 1.0892635875983843, | |
| 1.082373511197744, | |
| -1.0801110235722722, | |
| -1.0731183672707385, | |
| -1.0678506080032886, | |
| -1.066992882832878, | |
| -1.0573951531405457, | |
| -1.05467272150946, | |
| 1.0535858674062981, | |
| -1.0374252501991374, | |
| 1.0359891651644426, | |
| 1.023293311867339, | |
| 1.0168176083239737, | |
| 1.0164976104268597, | |
| -1.01299280514482, | |
| -1.0024680424795305, | |
| 0.9924578836545747, | |
| 0.9810763788243623, | |
| 0.9785679025205708, | |
| 0.97543952891579, | |
| 0.9746725273078799, | |
| -0.9735878062981675, | |
| 0.9581070984868125, | |
| 0.9472791860165374, | |
| 0.9295991994977648, | |
| 0.9242076066484781, | |
| 0.9187536102694754, | |
| -0.9083760927440969, | |
| 0.9020775351056712, | |
| -0.8967881133817978, | |
| 0.8950698079265367, | |
| 0.8870737050164668, | |
| 0.8848624606472987, | |
| 0.8796203315908082, | |
| 0.8742728059586934, | |
| -0.8732542110780861, | |
| 0.8671035858520043, | |
| -0.8491138876409617, | |
| -0.8453176983309837, | |
| -0.8362585750779162, | |
| 0.8354252463530246, | |
| -0.831889085048755, | |
| -0.8189485580751039, | |
| 0.818042071788852, | |
| -0.8170915917911865, | |
| -0.8148896751215312, | |
| 0.8138455661396913, | |
| 0.8116410438965593, | |
| 0.7883730278307733, | |
| 0.7850888424529895, | |
| 0.7847573538597533, | |
| -0.7726860160568298, | |
| 0.7704479883876099, | |
| 0.7652831292829307, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.54545454545453, | |
| "precision": 90.69724770642202, | |
| "recall": 99.80392156862744, | |
| "f1": 95.02069614766894 | |
| }, | |
| "selection": { | |
| "precision": 0.46474962551749116, | |
| "recall": 1.3173652694610778, | |
| "f1": 0.6870242607959078, | |
| "jaccard": 0.34491947847398896 | |
| } | |
| } | |
| } |