| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CT47A1", | |
| "COX7A2L", | |
| "ZNF410", | |
| "ZFAND3", | |
| "OOSP2", | |
| "MMP7", | |
| "SBDSP1", | |
| "AASS", | |
| "ARL11", | |
| "UNC119B", | |
| "LRIT1", | |
| "OR1Q1", | |
| "HYKK", | |
| "PLAGL1", | |
| "TSPY1", | |
| "CHRNB1", | |
| "NETO1", | |
| "OR51L1", | |
| "SPANXA2", | |
| "NPAP1", | |
| "A4GNT", | |
| "GOLGA8DP", | |
| "TAF15", | |
| "ZNF878", | |
| "HTN3", | |
| "LCE1C", | |
| "MAGEA12", | |
| "FKSG29", | |
| "CFHR4", | |
| "TCERG1L", | |
| "H1-9P", | |
| "HYAL6P", | |
| "LNP1", | |
| "COLEC11", | |
| "SLCO6A1", | |
| "HBE1", | |
| "CPLX4", | |
| "PTENP1", | |
| "ZNF578", | |
| "RPH3AL", | |
| "MERTK", | |
| "GLRX2", | |
| "GTPBP10", | |
| "PRSS45P", | |
| "H2AC1", | |
| "LAIR2", | |
| "GLT1D1", | |
| "TBPL1", | |
| "SAFB", | |
| "TRIM41", | |
| "NIBAN2", | |
| "FERD3L", | |
| "KLHDC8A", | |
| "HOXC11", | |
| "OR7D2", | |
| "GLRA2", | |
| "RBMXL3", | |
| "NSG2", | |
| "EFCAB6", | |
| "PRAMEF4", | |
| "POU3F2", | |
| "SLC25A51", | |
| "LIPI", | |
| "LINC00518", | |
| "C4orf50", | |
| "SART3", | |
| "DLGAP1", | |
| "TSPAN10", | |
| "OR1L8", | |
| "PRSS33", | |
| "SNORA32", | |
| "PELO", | |
| "H3C6", | |
| "CNPY1", | |
| "OR2B11", | |
| "HEMGN", | |
| "PRKRA", | |
| "FAM227B", | |
| "PMS2P5", | |
| "HAO2", | |
| "C10orf62", | |
| "SCGB3A2", | |
| "HSP90AB1", | |
| "HCN1", | |
| "OR5J2", | |
| "SPAG11A", | |
| "LOC284009", | |
| "RBM44", | |
| "HCG26", | |
| "CD300LD", | |
| "SNORA70B", | |
| "HK2", | |
| "OPN4", | |
| "C17orf78", | |
| "TTC36", | |
| "LCE6A", | |
| "GABRR3", | |
| "SLC39A12", | |
| "SSX7", | |
| "ANGPTL7", | |
| "IL2", | |
| "DQX1", | |
| "PTPRT", | |
| "HIGD2B", | |
| "FBLN7", | |
| "GSTT4", | |
| "OR52K2", | |
| "LY6K", | |
| "GRAPL", | |
| "PPP1R3B", | |
| "LELP1", | |
| "GPR151", | |
| "GLYATL3", | |
| "H3C4", | |
| "SLC10A2", | |
| "SLC35B2", | |
| "ALPP", | |
| "TCHHL1", | |
| "SLC30A3", | |
| "SPAG6", | |
| "ATXN3L", | |
| "CTAG2", | |
| "PEBP4", | |
| "RXFP1", | |
| "SREK1IP1", | |
| "TERB1", | |
| "BOLA1", | |
| "CELA1", | |
| "IFNA4", | |
| "TRIM51", | |
| "RBM23", | |
| "PRDM14", | |
| "OR13F1", | |
| "FAM181A", | |
| "PLAGL2", | |
| "GTF2IP1", | |
| "UMOD", | |
| "GTSE1-DT", | |
| "PAPSS1", | |
| "KIF2B", | |
| "TXNIP", | |
| "KRTAP13-2", | |
| "TBC1D29P", | |
| "SERPINB10", | |
| "TMPRSS11A", | |
| "PPP2R2C", | |
| "KRTAP7-1", | |
| "FGF7P6", | |
| "ZNF90", | |
| "SBK2", | |
| "KCNH8", | |
| "H1-6", | |
| "CCDC74A", | |
| "PIGC", | |
| "IFNL1", | |
| "ROS1", | |
| "ZAR1", | |
| "OR51F1", | |
| "PABPC1P2", | |
| "CEP43", | |
| "PRG1", | |
| "OR2J2", | |
| "ALX1", | |
| "GPATCH1", | |
| "F8A1", | |
| "CRLF2", | |
| "USP17L6P", | |
| "CDH6", | |
| "COPS3", | |
| "CLHC1", | |
| "SYNGR4", | |
| "OR10G4", | |
| "KRTAP10-9", | |
| "LINC00471", | |
| "SERPINE3", | |
| "DAD1P1", | |
| "EHD1", | |
| "SYCP2", | |
| "CFAP74", | |
| "NEIL3", | |
| "OR5B3", | |
| "OR52A1", | |
| "IRGC", | |
| "C5AR2", | |
| "FAIM", | |
| "OR4F15", | |
| "TTTY8", | |
| "AVP", | |
| "FLG2", | |
| "CNGA2", | |
| "SLC28A2", | |
| "COMMD8", | |
| "METTL8", | |
| "SPATA8", | |
| "RIMBP3C", | |
| "SPP1", | |
| "HSF5", | |
| "H2BC1", | |
| "GPR82", | |
| "SNORA38B", | |
| "SLC2A11", | |
| "SPINK8", | |
| "LOC153910", | |
| "OR52M1", | |
| "SALL4", | |
| "GSTM1", | |
| "SPANXN2", | |
| "SDHAF3", | |
| "DGCR5", | |
| "SLC35G6", | |
| "TAAR8", | |
| "SND1", | |
| "GARIN5B", | |
| "PCDHGA3", | |
| "FRMD1", | |
| "FAM106A", | |
| "ZNF764", | |
| "ABCG8", | |
| "KLK8", | |
| "RETN", | |
| "SSX1", | |
| "ID4", | |
| "OTUD7B", | |
| "NEUROD2", | |
| "CSMD1", | |
| "SCARNA18", | |
| "TSPYL1", | |
| "SPANXB1", | |
| "GRIK2", | |
| "KRT37", | |
| "SLC6A18", | |
| "DPPA4", | |
| "SLC7A5", | |
| "TICAM2", | |
| "SLC7A5P1", | |
| "ANKRD40CL", | |
| "REDIC1", | |
| "PDHA2", | |
| "REG1B", | |
| "RPS28", | |
| "CCDC116", | |
| "HSD3B1", | |
| "NIPA2", | |
| "TMCO2", | |
| "TEX13B", | |
| "SLC35F3", | |
| "IQCF2", | |
| "P2RX5", | |
| "HCRT", | |
| "DEFB113", | |
| "SLC25A23", | |
| "ERP44", | |
| "INGX", | |
| "MYO3B", | |
| "GLT6D1", | |
| "IL21", | |
| "GJB6", | |
| "KRTAP5-11", | |
| "DIS3", | |
| "MSX2P1", | |
| "XRCC1", | |
| "ZNF334", | |
| "NUTM1", | |
| "PLET1", | |
| "AIPL1", | |
| "DEFB103B", | |
| "TCTN2", | |
| "FOXD4L3", | |
| "OR2T27", | |
| "OARD1", | |
| "KIAA0040", | |
| "RXFP2", | |
| "SOX3", | |
| "A1BG", | |
| "TCEAL6", | |
| "HTR2C", | |
| "GRXCR2", | |
| "NME5", | |
| "OR56A4", | |
| "RPL10", | |
| "H1-3", | |
| "HAUS2", | |
| "CRH", | |
| "LRRC4B", | |
| "SPRYD3", | |
| "ADCYAP1R1", | |
| "IL1RAPL1", | |
| "MIXL1", | |
| "LRIT2", | |
| "SHH", | |
| "KRT76", | |
| "OR6N2", | |
| "OR51F2", | |
| "CCNE1", | |
| "OR10P1", | |
| "NBR2", | |
| "FLVCR2", | |
| "FAM181A-AS1", | |
| "PMCH", | |
| "KCNK18", | |
| "ADO", | |
| "GGT8P", | |
| "TASP1", | |
| "ZSCAN2", | |
| "PAGE2B", | |
| "RPL9", | |
| "RAX", | |
| "PLXNB2", | |
| "GRIA4", | |
| "ETNPPL", | |
| "POLR2J2", | |
| "TLCD3B", | |
| "EFHD1", | |
| "SESN1", | |
| "ATP4A", | |
| "APEX2", | |
| "MUC7", | |
| "TRAK1", | |
| "PP2D1", | |
| "PKIB", | |
| "IFNK", | |
| "RNF135", | |
| "SLC5A12", | |
| "NPFFR1", | |
| "UGT3A2", | |
| "PPP1R2C", | |
| "ZMYND12", | |
| "TPD52L1", | |
| "TUB", | |
| "GLIPR1L2", | |
| "ATXN7L3", | |
| "OR2T12", | |
| "LEMD1", | |
| "MICA", | |
| "CHKA", | |
| "KRT35", | |
| "TFAMP1", | |
| "OR2T10", | |
| "RPS26P11", | |
| "RRH", | |
| "TENT5D", | |
| "ADAM20", | |
| "PGPEP1", | |
| "ARRDC4", | |
| "ARMT1", | |
| "GTF2A1L", | |
| "NFIB", | |
| "IFNA16", | |
| "LOC646813", | |
| "KRTAP4-1", | |
| "KRT33A", | |
| "TRAPPC3L", | |
| "CASP12", | |
| "TUBB8", | |
| "WRNIP1", | |
| "DIRC1", | |
| "NUDT9P1", | |
| "NXPE2", | |
| "H3C7", | |
| "OR1B1", | |
| "WEE2", | |
| "GBE1", | |
| "PRL", | |
| "MIR9-1HG", | |
| "ADGRA1", | |
| "H4C3", | |
| "IFNA7", | |
| "NYAP2", | |
| "MAPK10", | |
| "TREML4", | |
| "CCDC70", | |
| "HPYR1", | |
| "GPR32", | |
| "GOLGA8IP", | |
| "SP7", | |
| "NAA50", | |
| "DNAAF4", | |
| "TAS2R30", | |
| "CHRNA9", | |
| "CYP8B1", | |
| "IL12RB2", | |
| "MCM9", | |
| "NTPCR", | |
| "ABCA7", | |
| "SLC35E2B", | |
| "PPP1R1C", | |
| "C20orf141", | |
| "BEND2", | |
| "MINDY4", | |
| "SPMIP2", | |
| "GPR78", | |
| "CACNB3", | |
| "NKAIN2", | |
| "SYN3", | |
| "CCL15", | |
| "SIX3", | |
| "MCM3", | |
| "SLC6A3", | |
| "MAGEB1", | |
| "GUCY1B2", | |
| "SLC66A1LP", | |
| "HMGN3", | |
| "PPP1R21", | |
| "LINC00158", | |
| "PNPLA3", | |
| "RABL2A", | |
| "GSTT2", | |
| "WDR64", | |
| "SLC22A6", | |
| "KHDRBS2", | |
| "GUCY2EP", | |
| "OLAH", | |
| "DCDC1", | |
| "HLA-DQA1", | |
| "FAM170A", | |
| "GABRB1", | |
| "FRG1BP", | |
| "FNTB", | |
| "ZNF326", | |
| "IQCD", | |
| "OR2M3", | |
| "S100A5", | |
| "SLC4A10", | |
| "SOHLH1", | |
| "HNRNPUL2", | |
| "PSORS1C1", | |
| "RAET1L", | |
| "LINC00200", | |
| "LOC100192426", | |
| "GATA4", | |
| "TOB1", | |
| "ZFAND2A", | |
| "FBXO43", | |
| "SCGB1C1", | |
| "HIVEP2", | |
| "UCP1", | |
| "OR2AK2", | |
| "CEACAM8", | |
| "OR51A4", | |
| "SKINT1L", | |
| "OR10T2", | |
| "IGFL2", | |
| "KLKB1", | |
| "SPATA31E1", | |
| "TBCC", | |
| "PDYN", | |
| "FAM180A", | |
| "LRRC10", | |
| "CYP4F11", | |
| "H4C6", | |
| "BAGE", | |
| "FAM25G", | |
| "DHH", | |
| "CDK11A", | |
| "TDH", | |
| "ZNF497", | |
| "THUMPD1", | |
| "IL36B", | |
| "OR52E6", | |
| "ERC2-IT1", | |
| "SAGE1", | |
| "OR2T11", | |
| "TACR1", | |
| "TRPV5", | |
| "NPLOC4", | |
| "NAP1L6P", | |
| "RLN3", | |
| "SPATA45", | |
| "NOTO", | |
| "DEFB136", | |
| "CETN1", | |
| "ZFAT-AS1", | |
| "ZUP1", | |
| "LIPH", | |
| "KRTAP9-2", | |
| "CEP170P1", | |
| "ZCRB1", | |
| "CST5", | |
| "TPM4", | |
| "GRIPAP1", | |
| "FBXO33", | |
| "C2orf78", | |
| "TMEM215", | |
| "LRP2", | |
| "OR51B5", | |
| "ECHDC1", | |
| "SNORA68", | |
| "APOL4", | |
| "HEXA-AS1", | |
| "LINC00589", | |
| "OR5F1", | |
| "BAALC-AS2", | |
| "RNF186", | |
| "PRSS3", | |
| "PGLYRP1", | |
| "ZNF17", | |
| "SAP30", | |
| "RFPL4A", | |
| "OR5D16", | |
| "TBC1D3P2", | |
| "TGM2", | |
| "NUFIP1", | |
| "SCARNA10", | |
| "SSTR5", | |
| "SNORD8", | |
| "VSTM1", | |
| "ANKRD34C", | |
| "NCR2", | |
| "HSD11B2", | |
| "OR1K1", | |
| "KRTAP19-2", | |
| "OR5B17", | |
| "ADAMTS20", | |
| "C11orf42", | |
| "SEC16B", | |
| "OR2F1", | |
| "OR5K4", | |
| "RWDD2B", | |
| "RBMY1B", | |
| "DEFB106A", | |
| "RBPJL", | |
| "PRR20A", | |
| "CFAP206", | |
| "GAGE2E", | |
| "KRTAP20-3", | |
| "TSSK2", | |
| "TREML5P", | |
| "SNAR-A13", | |
| "OR5H15", | |
| "BID", | |
| "FAM27E5", | |
| "EQTN", | |
| "CPO", | |
| "LCE2D", | |
| "SPACA7", | |
| "TTTY17A", | |
| "SNORD103A", | |
| "SNORD88C", | |
| "KRTAP22-1", | |
| "SNORD115-20", | |
| "LCE3B", | |
| "KRTAP19-4", | |
| "PRR20B", | |
| "RBMY1F", | |
| "TTTY17B", | |
| "SNORD116-19", | |
| "SNORD11B", | |
| "SNAR-H", | |
| "SNAR-A3", | |
| "SNAR-C3", | |
| "SNAR-G2", | |
| "SNORD16" | |
| ], | |
| "Coefficient": [ | |
| -5.382157792116981, | |
| 3.9865884837003325, | |
| -3.347343240895014, | |
| 2.3137671682944942, | |
| -2.2932175808348716, | |
| 2.240524225840999, | |
| -2.1839190050320214, | |
| -2.1281590508456123, | |
| 2.0972953947584827, | |
| 1.986258970422577, | |
| -1.9769593494095459, | |
| -1.9769162573582169, | |
| -1.9737412901496671, | |
| 1.9636417866194504, | |
| 1.9603820039888944, | |
| 1.9549364859354204, | |
| -1.9390988995364618, | |
| 1.93888226543538, | |
| -1.897923688524026, | |
| -1.8895073268466707, | |
| 1.8445441888728649, | |
| 1.8425428301982907, | |
| 1.833706696005012, | |
| -1.7954520868324886, | |
| 1.790379474832654, | |
| 1.7186194409394389, | |
| 1.7148977002013013, | |
| -1.704648017325542, | |
| 1.701669571215836, | |
| 1.66694834285103, | |
| 1.6517494832295574, | |
| 1.6399547305195248, | |
| 1.6234206971869531, | |
| -1.615673223728751, | |
| -1.5449981381674827, | |
| 1.525138541713987, | |
| 1.5157970643270386, | |
| -1.5053054127334975, | |
| 1.475736752953569, | |
| 1.4678615202871852, | |
| 1.46568244383376, | |
| 1.45782288755334, | |
| -1.4457732227593814, | |
| -1.4027538916661277, | |
| 1.3997117620030024, | |
| -1.3792113888183548, | |
| -1.3778853992967002, | |
| 1.3654693751212519, | |
| 1.347190498903421, | |
| 1.3428339180489852, | |
| 1.3409498630674528, | |
| -1.3361224329962904, | |
| -1.3331971640670015, | |
| 1.3300763371049422, | |
| -1.3042385115498505, | |
| -1.3041653573230176, | |
| 1.292620274520457, | |
| -1.2770843137691166, | |
| 1.274132487599264, | |
| -1.2662433156407555, | |
| -1.2623041555646914, | |
| 1.24773758344718, | |
| -1.24169030691328, | |
| 1.2368333289244817, | |
| 1.2323932792924224, | |
| 1.2198046262020448, | |
| 1.2181152004873543, | |
| 1.217371745696084, | |
| -1.2073021801768278, | |
| -1.2037570358797745, | |
| -1.201073040343592, | |
| 1.1930225418637532, | |
| 1.1860361170681832, | |
| -1.1751309506702754, | |
| -1.1630986236994012, | |
| -1.1603005922206568, | |
| -1.157250121970792, | |
| 1.1542976615070397, | |
| -1.150788654993696, | |
| -1.1410538879355931, | |
| -1.1370513448882826, | |
| 1.1325575810567459, | |
| 1.1165713919354998, | |
| -1.092691932459412, | |
| 1.0898582165173258, | |
| 1.0884710787759428, | |
| -1.0728037129207588, | |
| 1.0722073411080013, | |
| 1.0717325376088418, | |
| -1.0686023233593764, | |
| 1.0568615814361373, | |
| -1.047787839816222, | |
| 1.0466868561767975, | |
| 1.043568429817304, | |
| 1.04160137276795, | |
| 1.039191012349473, | |
| -1.0376999094610218, | |
| 1.0189531040735684, | |
| -1.0131359141776024, | |
| -1.0118763858815056, | |
| 1.0096293722444725, | |
| -1.0089966359806484, | |
| 1.0050915400353406, | |
| -0.9986743043955313, | |
| -0.9974431810957372, | |
| 0.9912285229800094, | |
| 0.9765975110544329, | |
| 0.9763502528383553, | |
| 0.971212963424984, | |
| -0.956978514745609, | |
| -0.9532152812880421, | |
| -0.9465889988425098, | |
| -0.9457903372039572, | |
| 0.9420781644119443, | |
| -0.9343170543842151, | |
| 0.9307094405953943, | |
| -0.9294887395615753, | |
| 0.9261223155272551, | |
| -0.9222625803649889, | |
| 0.9206037003795114, | |
| 0.9187331466603527, | |
| 0.9143877373872258, | |
| -0.8999825254453095, | |
| 0.8987922632540802, | |
| -0.8929462446119858, | |
| -0.8913503174226338, | |
| 0.8902179662327122, | |
| -0.8888161545065663, | |
| 0.8866563151974124, | |
| -0.8843314138944632, | |
| 0.8839477460391462, | |
| -0.8789324096827132, | |
| 0.8760069002529635, | |
| -0.8743956570844896, | |
| -0.8712965569328168, | |
| -0.8675730258526784, | |
| 0.867096156398043, | |
| 0.8666374993185773, | |
| 0.85877758371526, | |
| 0.8539619344173287, | |
| 0.851973239543873, | |
| -0.8462259350430966, | |
| 0.8430568693219, | |
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| 0.828556797705251, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.54545454545453, | |
| "precision": 90.54545454545453, | |
| "recall": 100.0, | |
| "f1": 95.02796661784835 | |
| }, | |
| "selection": { | |
| "precision": 0.5095007240527102, | |
| "recall": 1.437125748502994, | |
| "f1": 0.7521786698262092, | |
| "jaccard": 0.37793517710055025 | |
| } | |
| } | |
| } |