| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "TOPORS", | |
| "RTN2", | |
| "FLJ46111", | |
| "C14orf104", | |
| "TNNI3", | |
| "CHMP5", | |
| "SUSD3", | |
| "ZAR1", | |
| "C8orf56", | |
| "ZNF502", | |
| "DKFZp779M0652", | |
| "CCNA1", | |
| "VGLL2", | |
| "DAZ1", | |
| "CCDC51", | |
| "SLC2A4RG", | |
| "HERPUD2", | |
| "TTTY1B", | |
| "FBXO41", | |
| "MACROD1", | |
| "NLRP4", | |
| "RIC8A", | |
| "DPY19L2P4", | |
| "C3orf51", | |
| "CLCN5", | |
| "TRIOBP", | |
| "EIF4G2", | |
| "C2orf61", | |
| "LOC285627", | |
| "STATH", | |
| "MS4A5", | |
| "HIST1H2BI", | |
| "SLC5A11", | |
| "MT1DP", | |
| "ADCK4", | |
| "DEFA6", | |
| "LTF", | |
| "SCLY", | |
| "SCYL3", | |
| "ZNF605", | |
| "SMR3A", | |
| "LEMD3", | |
| "NPAS1", | |
| "STK32A", | |
| "CBWD5", | |
| "CPNE8", | |
| "RAP1GAP2", | |
| "BRD7P3", | |
| "HSFX2", | |
| "SYT2", | |
| "BTNL3", | |
| "TTTY2", | |
| "SULT1C3", | |
| "MTNR1B", | |
| "SERPINB9", | |
| "FAM71F1", | |
| "NPL", | |
| "TCF23", | |
| "USP44", | |
| "OR5H6", | |
| "HIST1H3F", | |
| "C2orf14", | |
| "TPD52L3", | |
| "ODZ2", | |
| "AVIL", | |
| "WDR61", | |
| "LAIR2", | |
| "SHC1", | |
| "USP50", | |
| "HBZ", | |
| "CYP26C1", | |
| "MAFK", | |
| "GLP1R", | |
| "OR5D18", | |
| "SERPIND1", | |
| "FKBP1AP1", | |
| "MGC16121", | |
| "CYP2C8", | |
| "NR5A2", | |
| "CXorf49B", | |
| "GPR21", | |
| "PTCHD3", | |
| "CABP5", | |
| "GOLGA3", | |
| "RNASE12", | |
| "SPAG8", | |
| "CYP20A1", | |
| "ERN1", | |
| "PEPD", | |
| "MAGEA4", | |
| "ATRNL1", | |
| "GLCE", | |
| "DEFB136", | |
| "OR6A2", | |
| "LOC285780", | |
| "tAKR", | |
| "ATP6V1B1", | |
| "PIWIL1", | |
| "ODF4", | |
| "CDH20", | |
| "MAP6D1", | |
| "C18orf22", | |
| "GNA12", | |
| "PKD2L1", | |
| "LOC402644", | |
| "CRYZ", | |
| "GOLGA6D", | |
| "KCNJ9", | |
| "TMEM179", | |
| "LAMA1", | |
| "RPE", | |
| "FLVCR1", | |
| "LOC391322", | |
| "FARS2", | |
| "HMGCS1", | |
| "SLC32A1", | |
| "ZSCAN5B", | |
| "MAG", | |
| "DAZ2", | |
| "RPL23AP32", | |
| "TTC15", | |
| "OR4S2", | |
| "SEC63", | |
| "IGFBP1", | |
| "CNTNAP3", | |
| "KRT23", | |
| "GALNT9", | |
| "ANKFN1", | |
| "DEFB132", | |
| "ARSA", | |
| "DNAJA1", | |
| "PRAMEF13", | |
| "FBXL8", | |
| "C22orf42", | |
| "MOBKL1A", | |
| "LYZL6", | |
| "SNORA44", | |
| "TTC3", | |
| "LOC651250", | |
| "SCARNA23", | |
| "OR4D2", | |
| "RANBP6", | |
| "RPS6KL1", | |
| "FBXO28", | |
| "CRLF1", | |
| "LOC727677", | |
| "FER1L6", | |
| "ACTL7A", | |
| "LOC100134259", | |
| "STK32B", | |
| "LCE2D", | |
| "FRMD4B", | |
| "C18orf2", | |
| "PRAMEF12", | |
| "PXT1", | |
| "EIF1B", | |
| "BEND6", | |
| "DISC1", | |
| "TBC1D3P2", | |
| "ARFGAP3", | |
| "SEBOX", | |
| "DVL1", | |
| "SHQ1", | |
| "C6orf127", | |
| "IGLON5", | |
| "FAM182A", | |
| "C8orf51", | |
| "MYL4", | |
| "LYSMD4", | |
| "MGAT3", | |
| "TIAM2", | |
| "BPIL1", | |
| "ZNF544", | |
| "MARVELD2", | |
| "LOC146481", | |
| "TFAP2B", | |
| "FAM90A7", | |
| "LOC285696", | |
| "KIAA0776", | |
| "SYT17", | |
| "LOC154822", | |
| "ANKRD32", | |
| "C2CD4D", | |
| "MYH3", | |
| "ISLR2", | |
| "CETN4P", | |
| "KCNMA1", | |
| "LOC100131496", | |
| "GJA9", | |
| "PLCG1", | |
| "DHDPSL", | |
| "VSTM2A", | |
| "RASA4P", | |
| "MRPS17", | |
| "GPX6", | |
| "DRD3", | |
| "PSG8", | |
| "OPRM1", | |
| "ZNF841", | |
| "PCDHGB2", | |
| "GPR172B", | |
| "CCDC62", | |
| "OR10Q1", | |
| "PRAMEF2", | |
| "KRT38", | |
| "LOC84856", | |
| "SNORA15", | |
| "GSTA5", | |
| "MYH7", | |
| "ARMS2", | |
| "C4orf45", | |
| "LOC641367", | |
| "TAC4", | |
| "ZNF471", | |
| "FGD4", | |
| "CYP4F8", | |
| "OSBP2", | |
| "GRIP1", | |
| "H19", | |
| "CTTN", | |
| "DEFB109P1B", | |
| "DPH3B", | |
| "FAM194A", | |
| "PCA3", | |
| "LYZL1", | |
| "IQCA1", | |
| "LOC441601", | |
| "CCDC129", | |
| "KRCC1", | |
| "FEZ1", | |
| "NCR2", | |
| "C12orf71", | |
| "SLC45A3", | |
| "GJB7", | |
| "WDR91", | |
| "GDPD2", | |
| "PSORS1C1", | |
| "FAM78B", | |
| "ODF3B", | |
| "HIST1H4A", | |
| "TCEAL6", | |
| "DEM1", | |
| "TEX2", | |
| "LOC100129534", | |
| "MS4A13", | |
| "PACSIN1", | |
| "CHMP6", | |
| "CADM2", | |
| "C1orf201", | |
| "OTOF", | |
| "PAGE1", | |
| "C1orf227", | |
| "UBA2", | |
| "TM9SF2", | |
| "LOC285401", | |
| "PHLPP2", | |
| "PEBP1", | |
| "RNASET2", | |
| "DGKQ", | |
| "TBC1D3", | |
| "FRS2", | |
| "ALMS1P", | |
| "GRIN2A", | |
| "KLHL3", | |
| "LIM2", | |
| "UPK1B", | |
| "EPX", | |
| "ZNF256", | |
| "ACSS2", | |
| "ARFGAP2", | |
| "MATK", | |
| "BSND", | |
| "MIP", | |
| "ZCWPW2", | |
| "OXCT2", | |
| "NANOS2", | |
| "CLRN2", | |
| "UPF0639", | |
| "LZTR1", | |
| "C7orf49", | |
| "ZHX3", | |
| "OR2K2", | |
| "KCNJ1", | |
| "INTS1", | |
| "ZNF250", | |
| "FGF2", | |
| "ASB11", | |
| "LOC646982", | |
| "WNT6", | |
| "GALNTL6", | |
| "PHF10", | |
| "POLDIP3", | |
| "FABP2", | |
| "TP53TG5", | |
| "MAVS", | |
| "C17orf74", | |
| "C16orf62", | |
| "MPZ", | |
| "LCTL", | |
| "NXNL2", | |
| "GLT8D1", | |
| "MAN2A1", | |
| "SAMD7", | |
| "ZNF141", | |
| "CENPC1", | |
| "SNORA81", | |
| "HEATR4", | |
| "ARHGEF9", | |
| "C17orf78", | |
| "C7orf53", | |
| "ZNF483", | |
| "NOBOX", | |
| "CELA2A", | |
| "NCOR2", | |
| "FLJ39582", | |
| "CSRNP2", | |
| "RINL", | |
| "RMND1", | |
| "PRKAG3", | |
| "KRTAP4-5", | |
| "CLLU1OS", | |
| "MCART3P", | |
| "ANGPTL3", | |
| "LHX1", | |
| "SCARNA4", | |
| "CGB", | |
| "KRTAP5-11", | |
| "ALG11", | |
| "AP3B1", | |
| "LOC100132288", | |
| "ZSCAN1", | |
| "CCNDBP1", | |
| "DDX53", | |
| "TUSC5", | |
| "SH3D20", | |
| "KILLIN", | |
| "DAND5", | |
| "MCAT", | |
| "SVOP", | |
| "OR52B6", | |
| "LY6G6C", | |
| "DNAJC24", | |
| "BCAN", | |
| "LOC121952", | |
| "CEPT1", | |
| "DBNDD1", | |
| "ASIP", | |
| "RGS8", | |
| "GLRA4", | |
| "C4orf11", | |
| "SH3BP2", | |
| "IL12B", | |
| "AADACL2", | |
| "ZNF705D", | |
| "ALDH1L1", | |
| "TAS2R30", | |
| "SNAP29", | |
| "CHST5", | |
| "GSG1L", | |
| "C6orf227", | |
| "ROBO3", | |
| "LOC646498", | |
| "GPR50", | |
| "EXOC4", | |
| "RP1L1", | |
| "SLC22A25", | |
| "GNRHR", | |
| "CCDC47", | |
| "ST7OT2", | |
| "USP34", | |
| "CLIC6", | |
| "RRP8", | |
| "BEX5", | |
| "LLPH", | |
| "OR6W1P", | |
| "CDRT15", | |
| "DSCR8", | |
| "TMEM132E", | |
| "ART5", | |
| "C16orf71", | |
| "TRPC5", | |
| "FAM172A", | |
| "CXADRP3", | |
| "C5orf36", | |
| "TSNARE1", | |
| "C14orf165", | |
| "KIAA1543", | |
| "OR2T10", | |
| "SLC26A9", | |
| "ZCCHC13", | |
| "KRTAP6-3", | |
| "DAZ3", | |
| "TFAP2D", | |
| "CCKBR", | |
| "SCG2", | |
| "C16orf90", | |
| "LGI1", | |
| "ERMP1", | |
| "RNF39", | |
| "CST9", | |
| "PNLIPRP2", | |
| "LOC100188947", | |
| "FGF20", | |
| "FAM110A", | |
| "C9orf142", | |
| "GCK", | |
| "RNF151", | |
| "ZNF586", | |
| "VN1R2", | |
| "CLEC18C", | |
| "LOC100302401", | |
| "CDH12", | |
| "NLRP8", | |
| "?|652919", | |
| "RFPL3", | |
| "SNORA51", | |
| "LCT", | |
| "LCE2A", | |
| "STON1-GTF2A1L", | |
| "KIF16B", | |
| "PRDM5", | |
| "MFAP1", | |
| "KRT32", | |
| "FSTL5", | |
| "GRM7", | |
| "TMEM191A", | |
| "ST3GAL4", | |
| "TMEM97", | |
| "ANP32A", | |
| "ZNF431", | |
| "ACOT2", | |
| "XKR9", | |
| "FABP12", | |
| "TFB1M", | |
| "TDRD1", | |
| "LRRC24", | |
| "ACO2", | |
| "SVOPL", | |
| "NXNL1", | |
| "NQO2", | |
| "HDGFRP3", | |
| "LOC100131691", | |
| "FKBP1A", | |
| "FAM138E", | |
| "TRY6", | |
| "PAGE4", | |
| "SNORA62", | |
| "THOC7", | |
| "LOC145474", | |
| "BPI", | |
| "LOC441666", | |
| "CEACAM3", | |
| "PXMP2", | |
| "MASP1", | |
| "SP9", | |
| "CRYBA4", | |
| "MORC1", | |
| "C5orf20", | |
| "ZCCHC12", | |
| "RLN3", | |
| "SIX2", | |
| "CLASP2", | |
| "SFRS8", | |
| "ANXA4", | |
| "VCX2", | |
| "MDM2", | |
| "SOX9", | |
| "PCBP3", | |
| "MEOX1", | |
| "INSL5", | |
| "C14orf182", | |
| "VAX2", | |
| "CSPG4PY2", | |
| "PLEKHA6", | |
| "OR3A1", | |
| "USP29", | |
| "FAM73A", | |
| "OSR2", | |
| "ZFP91-CNTF", | |
| "PPT2", | |
| "C1orf70", | |
| "NCRNA00110", | |
| "TMEM132B", | |
| "OR1Q1", | |
| "SHKBP1", | |
| "SLC20A1", | |
| "C20orf123", | |
| "SPSB4", | |
| "G6PC2", | |
| "LOC340017", | |
| "SNORA4", | |
| "TMEM89", | |
| "OPN1MW", | |
| "NMU", | |
| "C13orf35", | |
| "SLC22A10", | |
| "NUAK2", | |
| "YIPF7", | |
| "KCNJ6", | |
| "GRIK3", | |
| "PGA5", | |
| "CCL20", | |
| "BRD7", | |
| "C1orf85", | |
| "LMF2", | |
| "CYP19A1", | |
| "UBTFL1", | |
| "DSCR4", | |
| "GH2", | |
| "MCCC1", | |
| "IL17A", | |
| "AMELY", | |
| "ARRDC5", | |
| "POLR3H", | |
| "DYRK4", | |
| "ASAP1", | |
| "MSH4", | |
| "SPATA19", | |
| "CCL3L3", | |
| "KRTAP9-2", | |
| "SLC22A18AS", | |
| "MAGEB1", | |
| "OLIG3", | |
| "FAM71A", | |
| "CDH22", | |
| "GTF2H2C", | |
| "LOC284232", | |
| "TRIP4", | |
| "RAD9B", | |
| "C17orf108", | |
| "SPRED3", | |
| "FAM32A", | |
| "DFNB31", | |
| "FAM55B", | |
| "ZNF426", | |
| "KBTBD13", | |
| "TMEM59L", | |
| "ZNF335", | |
| "CA7", | |
| "CHRNA4", | |
| "NCRNA00114", | |
| "TXNDC17", | |
| "RRP7A", | |
| "NBPF16", | |
| "C9orf109", | |
| "CIDEB", | |
| "KRT82", | |
| "LOC148145", | |
| "ABCD1", | |
| "LOC442459", | |
| "UNC93A", | |
| "TREML2P1", | |
| "SPAG11B", | |
| "ACO1", | |
| "LOC151174", | |
| "GSTTP2", | |
| "MRGPRX3", | |
| "RD3", | |
| "ATAD1", | |
| "TMEM70", | |
| "DEFB104A", | |
| "SPTA1", | |
| "RBM46", | |
| "LOC100130264", | |
| "LCE3B", | |
| "C2orf27B", | |
| "WDR93", | |
| "C17orf77", | |
| "GPR128", | |
| "ALDH1A1", | |
| "FOXD4L5", | |
| "ATP5L2", | |
| "NANOG", | |
| "RNASE10", | |
| "ATP1B1", | |
| "NACC2", | |
| "TECRL", | |
| "SFTPA2", | |
| "BPIL3", | |
| "PRRT1", | |
| "SNORA58", | |
| "C19orf42", | |
| "PRKD2", | |
| "PCDHA1", | |
| "ATRIP", | |
| "DUXA", | |
| "KRTAP10-10", | |
| "THRA", | |
| "NHEDC1", | |
| "P2RX6P", | |
| "C4orf51", | |
| "NCRNA00174", | |
| "TMEM8C", | |
| "TEKT5", | |
| "?|728788", | |
| "GRIK2", | |
| "GPR45", | |
| "DOCK3", | |
| "SNORA71C", | |
| "OMP", | |
| "C9orf122", | |
| "OR8S1", | |
| "ZIC2", | |
| "HMSD", | |
| "RNASE3", | |
| "LOC116437", | |
| "MUC21", | |
| "RNLS", | |
| "PLCZ1", | |
| "C21orf71", | |
| "SNORA3", | |
| "NAGS", | |
| "GOLGA8E", | |
| "IDH3G", | |
| "TXK", | |
| "HAVCR1", | |
| "AMAC1L2", | |
| "KRT36", | |
| "MTSS1L", | |
| "C5orf52", | |
| "ST3GAL3", | |
| "MYBPC3", | |
| "HES7", | |
| "TBC1D1", | |
| "C18orf20", | |
| "CLEC2A", | |
| "TTTY5", | |
| "SOHLH2", | |
| "PPEF2", | |
| "OR56A4", | |
| "CYP4F2", | |
| "FOLH1B", | |
| "C20orf12", | |
| "ZNF491", | |
| "ADCY8", | |
| "LCE5A", | |
| "UGT1A10", | |
| "OR2A2", | |
| "TRIM6-TRIM34", | |
| "LOC284798", | |
| "SNAR-A3", | |
| "H2BFXP", | |
| "PRR20A", | |
| "FAM13A", | |
| "TSPAN10", | |
| "SNORD23", | |
| "KITLG", | |
| "CYB561", | |
| "MAP7D2", | |
| "TECTB", | |
| "S100A7L2", | |
| "ZNF823", | |
| "SNORD124", | |
| "FAM150A", | |
| "AGXT2L1", | |
| "OR51I2", | |
| "XYLT1", | |
| "SNORD116-19", | |
| "FADD", | |
| "SYNGR1", | |
| "C7orf34", | |
| "POLE", | |
| "SNORA18", | |
| "RARB", | |
| "TBPL2", | |
| "OR6N2", | |
| "CLCA1", | |
| "EDDM3B", | |
| "C16orf88", | |
| "KRTAP21-1", | |
| "C20orf107", | |
| "FAM9C", | |
| "TNP1", | |
| "SNORD16", | |
| "KRTAP20-1", | |
| "EFHC1", | |
| "STAB2", | |
| "TSSK2", | |
| "C3orf79", | |
| "XCR1", | |
| "PAPLN", | |
| "SLC35E3", | |
| "CES2", | |
| "SNORA30", | |
| "KRTAP22-1", | |
| "OR1F2P", | |
| "OR6S1", | |
| "KCNK18", | |
| "DEFB114", | |
| "OR5P2", | |
| "KRTAP19-2", | |
| "TPH2", | |
| "KRTAP23-1", | |
| "PDCL2", | |
| "OPLAH", | |
| "SLC26A4", | |
| "PADI6", | |
| "GNAT2", | |
| "SNORD88C", | |
| "PRR20D", | |
| "SNORA35", | |
| "SNORD115-20", | |
| "LOC653545", | |
| "DEFB112", | |
| "DEFB113" | |
| ], | |
| "Coefficient": [ | |
| 2.6027094924983, | |
| 2.406891878974567, | |
| -2.3169784998622505, | |
| 2.301239901182561, | |
| 2.1703501229250315, | |
| 2.106970290494847, | |
| -2.0523683967741313, | |
| -2.033568364802767, | |
| 2.026580875087408, | |
| 1.9975335443426845, | |
| 1.9210063098195038, | |
| 1.8432978572406653, | |
| 1.837201013202556, | |
| -1.8284262544530654, | |
| 1.8239039439722473, | |
| -1.81834760698361, | |
| 1.7956890127477292, | |
| 1.5911006785724302, | |
| -1.57399494492332, | |
| -1.5481769544895743, | |
| -1.5434607671482847, | |
| 1.5417762801711223, | |
| -1.4867815611019988, | |
| -1.4502264332767942, | |
| -1.4377306412467306, | |
| -1.4256092623701477, | |
| 1.4157059244762842, | |
| 1.4093857688392417, | |
| -1.400536994930197, | |
| -1.3957795657767407, | |
| -1.3844081442288827, | |
| -1.373171834151096, | |
| 1.3494914572742145, | |
| 1.3443148175829864, | |
| 1.3425239250633005, | |
| -1.3339451626630765, | |
| 1.3334795574917444, | |
| -1.2887137337009784, | |
| 1.2852210571159106, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 92.54545454545453, | |
| "precision": 92.72559545968116, | |
| "recall": 99.60190136660725, | |
| "f1": 96.03446190022855 | |
| }, | |
| "selection": { | |
| "precision": 1.2969758003691378, | |
| "recall": 2.4358974358974357, | |
| "f1": 1.6925557482272116, | |
| "jaccard": 0.8536775498741573 | |
| } | |
| } | |
| } |