| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "C9orf128", | |
| "SIX6", | |
| "PPP1R15B", | |
| "tAKR", | |
| "COX6A2", | |
| "ZNF280D", | |
| "OR4D2", | |
| "PCDHA12", | |
| "MCOLN3", | |
| "OR2T29", | |
| "PI4KAP2", | |
| "CLRN2", | |
| "AMN", | |
| "GTF2IRD2B", | |
| "PCDHB4", | |
| "CCBL2", | |
| "RHBG", | |
| "TMEM105", | |
| "NAT8", | |
| "WHAMML1", | |
| "TULP2", | |
| "FGF10", | |
| "ANO2", | |
| "LYPD1", | |
| "PCDHGB7", | |
| "BID", | |
| "LOC100132354", | |
| "SERPINB4", | |
| "NEDD4", | |
| "EEF1E1", | |
| "RNF113B", | |
| "GPX6", | |
| "USP17L2", | |
| "RDH8", | |
| "C14orf180", | |
| "MEP1A", | |
| "TAS2R41", | |
| "C19orf71", | |
| "LOC100133985", | |
| "MGLL", | |
| "POLR2J2", | |
| "OR13A1", | |
| "TMEM211", | |
| "ASB4", | |
| "PPAN-P2RY11", | |
| "NLRP9", | |
| "ASZ1", | |
| "CLEC12B", | |
| "LOC148709", | |
| "UGT2B11", | |
| "SCARNA9", | |
| "LOC654342", | |
| "PCDHGB1", | |
| "ZNHIT2", | |
| "POU4F3", | |
| "CDO1", | |
| "APOF", | |
| "IL23R", | |
| "PRG1", | |
| "C8orf39", | |
| "ADAM18", | |
| "CHRNB3", | |
| "DCUN1D4", | |
| "S100A14", | |
| "FAM83A", | |
| "DAZ1", | |
| "GPR111", | |
| "LOC653501", | |
| "APOL5", | |
| "GSTZ1", | |
| "NCRNA00169", | |
| "PLA2G1B", | |
| "GTF2H2", | |
| "SNAR-D", | |
| "QRICH1", | |
| "GDEP", | |
| "SNORA75", | |
| "C14orf178", | |
| "EFHB", | |
| "TMED6", | |
| "GPR89A", | |
| "AKR1CL1", | |
| "C12orf42", | |
| "DEFB126", | |
| "TMEM8C", | |
| "CHRNA6", | |
| "OR7E24", | |
| "HEPACAM2", | |
| "SNTN", | |
| "CPN1", | |
| "HIST3H3", | |
| "PCDHA7", | |
| "OSTCL", | |
| "PLAC1L", | |
| "DEFB110", | |
| "KLHL38", | |
| "MT1B", | |
| "CCR9", | |
| "C11orf21", | |
| "SNORD9", | |
| "OR2AG2", | |
| "FAM71B", | |
| "FSHR", | |
| "BCYRN1", | |
| "IFITM4P", | |
| "XRRA1", | |
| "FLJ40434", | |
| "CEP76", | |
| "MYO18B", | |
| "BREA2", | |
| "INSL4", | |
| "NANP", | |
| "SMPDL3B", | |
| "SLC17A1", | |
| "SENP5", | |
| "TMEM30C", | |
| "C15orf53", | |
| "DEFB109P1B", | |
| "OR10G8", | |
| "OR6K2", | |
| "USP26", | |
| "F2", | |
| "NHEDC2", | |
| "SPANXN3", | |
| "GDPD4", | |
| "REG3A", | |
| "CCL22", | |
| "PSKH2", | |
| "SPACA4", | |
| "NCRNA00111", | |
| "OR2T4", | |
| "FAM58B", | |
| "NHEDC1", | |
| "C21orf94", | |
| "FLJ35024", | |
| "FOXN1", | |
| "OR1M1", | |
| "PRSS48", | |
| "CST4", | |
| "ZNF560", | |
| "PRO0611", | |
| "PAX5", | |
| "KRTAP20-4", | |
| "C17orf88", | |
| "LOC93432", | |
| "SPATA16", | |
| "LOC344967", | |
| "FCRL2", | |
| "USP17L6P", | |
| "ACP1", | |
| "PSORS1C3", | |
| "ALPI", | |
| "OR4M2", | |
| "TGM7", | |
| "LYZL6", | |
| "FRG1", | |
| "C11orf40", | |
| "LOC253039", | |
| "ESPNP", | |
| "CES4", | |
| "PRAMEF8", | |
| "PPIAL4B", | |
| "STARD6", | |
| "LOC285593", | |
| "SLC22A16", | |
| "MAS1", | |
| "UGT1A8", | |
| "C1orf49", | |
| "C9orf57", | |
| "KCNH2", | |
| "CTSG", | |
| "HBG2", | |
| "C12orf71", | |
| "C10orf71", | |
| "TMPRSS4", | |
| "TRIM14", | |
| "CLDN8", | |
| "OR13C2", | |
| "KRTAP10-6", | |
| "C1QTNF9", | |
| "FABP12", | |
| "LCE2A", | |
| "EXOSC6", | |
| "ASCL3", | |
| "CSTL1", | |
| "OR2L2", | |
| "CALCR", | |
| "CXorf27", | |
| "LOC285627", | |
| "PCOTH", | |
| "PLA1A", | |
| "OR52B2", | |
| "OR2V2", | |
| "DDX11", | |
| "CXorf48", | |
| "UTS2D", | |
| "SLC18A2", | |
| "RNASE11", | |
| "OR3A2", | |
| "RARG", | |
| "FABP2", | |
| "TUFT1", | |
| "HDAC8", | |
| "LDLRAD1", | |
| "KRT76", | |
| "POP1", | |
| "TMEM202", | |
| "MMEL1", | |
| "C13orf28", | |
| "TEX19", | |
| "PPIAL4D", | |
| "IRGM", | |
| "KRTAP10-8", | |
| "KRT37", | |
| "C15orf5", | |
| "EIF4E", | |
| "FLJ43950", | |
| "PRINS", | |
| "EPX", | |
| "ZFPM2", | |
| "C6orf222", | |
| "TRIM32", | |
| "ASTL", | |
| "KRT19", | |
| "CLDN18", | |
| "NPPC", | |
| "SLC22A12", | |
| "PRB1", | |
| "A4GNT", | |
| "GPR148", | |
| "NINL", | |
| "PISRT1", | |
| "C20orf4", | |
| "SCGB3A1", | |
| "EML6", | |
| "SLC6A19", | |
| "PAGE2", | |
| "FAM109A", | |
| "IMPG2", | |
| "ACSBG2", | |
| "DEFB134", | |
| "KRTAP10-1", | |
| "FAM182B", | |
| "GMEB2", | |
| "TTTY22", | |
| "MAGEA10", | |
| "OR10G9", | |
| "DYSFIP1", | |
| "GP6", | |
| "PCDHB8", | |
| "FAM66E", | |
| "NPC1L1", | |
| "KRTAP19-4", | |
| "IDO2", | |
| "ADIPOQ", | |
| "LOC134466", | |
| "IL26", | |
| "MRGPRF", | |
| "C15orf2", | |
| "C14orf165", | |
| "UBAP1", | |
| "HIST1H2AA", | |
| "OR4F17", | |
| "GFRA3", | |
| "TAS2R50", | |
| "TPTE", | |
| "C1orf51", | |
| "PPP4R1L", | |
| "OR52I1", | |
| "LOC723809", | |
| "C20orf79", | |
| "OR7G1", | |
| "ODF4", | |
| "SLC5A5", | |
| "OR4S2", | |
| "KLRF1", | |
| "CSAG1", | |
| "KRT77", | |
| "S100G", | |
| "TMEM123", | |
| "TTTY9B", | |
| "PLA2G2C", | |
| "RPL29P2", | |
| "PGK2", | |
| "ELOVL2", | |
| "SLC22A8", | |
| "FAM154A", | |
| "TMEM31", | |
| "C4orf35", | |
| "UBTFL1", | |
| "IFT74", | |
| "FFAR3", | |
| "LOC494141", | |
| "PLA2G2F", | |
| "OXNAD1", | |
| "UGT1A9", | |
| "OR5P3", | |
| "KRTAP19-6", | |
| "RNASE7", | |
| "TUBB8", | |
| "C3orf48", | |
| "MRGPRX3", | |
| "CRP", | |
| "RWDD2B", | |
| "OR51V1", | |
| "MT4", | |
| "P2RX6P", | |
| "CHDH", | |
| "ARL17A", | |
| "ARID3C", | |
| "EIF3M", | |
| "C13orf39", | |
| "PXMP4", | |
| "NPB", | |
| "HSD3B1", | |
| "CYP51A1", | |
| "KRTAP13-4", | |
| "PSG11", | |
| "FAM25B", | |
| "HAL", | |
| "NKX1-2", | |
| "OR1K1", | |
| "OTOP1", | |
| "SNAR-B2", | |
| "C13orf38", | |
| "LELP1", | |
| "SNORA1", | |
| "LOC388692", | |
| "C4orf39", | |
| "MIA2", | |
| "PIP5K1P1", | |
| "KRT82", | |
| "HIST1H4J", | |
| "OR4F29", | |
| "C11orf90", | |
| "OR2A25", | |
| "POTEA", | |
| "AMZ2P1", | |
| "PCDHA2", | |
| "PLA2G4D", | |
| "HIST1H2AK", | |
| "LOC283867", | |
| "ATXN8OS", | |
| "LOC152024", | |
| "PNLDC1", | |
| "S100A7", | |
| "OR6C6", | |
| "TMCO5A", | |
| "ALS2CR11", | |
| "OR10G2", | |
| "C15orf43", | |
| "CST8", | |
| "COX6B2", | |
| "PRB3", | |
| "SNORA71B", | |
| "CSPG4PY2", | |
| "PDE4D", | |
| "LOC401463", | |
| "LHCGR", | |
| "PAX8", | |
| "LOC400927", | |
| "FCRL6", | |
| "C6orf162", | |
| "OR9A2", | |
| "CYP4F12", | |
| "CYP11B1", | |
| "VN1R4", | |
| "OR7E91P", | |
| "C1orf227", | |
| "OR8H1", | |
| "DHRS4L2", | |
| "LOC644145", | |
| "F11", | |
| "PRSS37", | |
| "DPP7", | |
| "SEC14L3", | |
| "TCHP", | |
| "PRAMEF1", | |
| "TEX13B", | |
| "C17orf50", | |
| "EMR3", | |
| "CATSPER4", | |
| "SLC25A1", | |
| "LOC91948", | |
| "ACSM4", | |
| "PGPEP1", | |
| "KCNU1", | |
| "FBXO47", | |
| "FN3KRP", | |
| "HMGN3", | |
| "TMEM82", | |
| "SNHG4", | |
| "MDM2", | |
| "LOC729609", | |
| "OR2T27", | |
| "GLRA4", | |
| "THPO", | |
| "GNA14", | |
| "CCL25", | |
| "DCD", | |
| "PAX1", | |
| "DEFB135", | |
| "CATSPER3", | |
| "PAX9", | |
| "ARHGEF5", | |
| "FLJ46111", | |
| "PPM1N", | |
| "PROP1", | |
| "AMDHD1", | |
| "FAM136B", | |
| "CYP4F8", | |
| "SH2D7", | |
| "CCDC116", | |
| "PRR23B", | |
| "CCDC144NL", | |
| "RPL9", | |
| "OR52L1", | |
| "OR10W1", | |
| "BCL2L1", | |
| "OR51G1", | |
| "NOX1", | |
| "FIBIN", | |
| "PRAMEF2", | |
| "PROCA1", | |
| "OR11H12", | |
| "LOC100133893", | |
| "C15orf60", | |
| "C8orf74", | |
| "FAM21B", | |
| "TTTY23", | |
| "SPANXN4", | |
| "FLG2", | |
| "KRTAP6-3", | |
| "PEX5", | |
| "CLCN1", | |
| "PON3", | |
| "CALML6", | |
| "PNMA6A", | |
| "DEFB119", | |
| "OR10H3", | |
| "GHDC", | |
| "ASB18", | |
| "SNRPF", | |
| "AICDA", | |
| "LCE2C", | |
| "?|442388", | |
| "OR3A1", | |
| "TTLL8", | |
| "GP2", | |
| "DEFB131", | |
| "FHIT", | |
| "SNORA31", | |
| "KRTAP5-5", | |
| "VENTXP7", | |
| "WFDC11", | |
| "HLA-G", | |
| "EIF4E2", | |
| "DDX4", | |
| "SCGB1C1", | |
| "OR56A4", | |
| "SPTA1", | |
| "OR6B1", | |
| "UBA1", | |
| "LOC729375", | |
| "NARF", | |
| "OR2L1P", | |
| "TMEM14E", | |
| "FAM48B2", | |
| "SPINK5", | |
| "FOXB1", | |
| "ACPT", | |
| "DEFB125", | |
| "ZNF595", | |
| "NOMO2", | |
| "EFCAB4B", | |
| "OVCH2", | |
| "IRF4", | |
| "NCRNA00203", | |
| "DMRTA1", | |
| "APOD", | |
| "ZDHHC3", | |
| "IL21", | |
| "FOXQ1", | |
| "CTCFL", | |
| "LECT1", | |
| "DAZL", | |
| "AQP10", | |
| "GHRH", | |
| "AQPEP", | |
| "OPN1LW", | |
| "TMEM41A", | |
| "OOEP", | |
| "FASTKD5", | |
| "OR7C1", | |
| "SPACA1", | |
| "SNORA64", | |
| "FER1L6", | |
| "CSN1S2A", | |
| "C4orf11", | |
| "DEFB118", | |
| "C14orf53", | |
| "ZBTB8A", | |
| "HNRNPCL1", | |
| "OCM2", | |
| "SNAR-E", | |
| "LOC149620", | |
| "OR2A2", | |
| "LDHC", | |
| "SPINLW1", | |
| "NBPF1", | |
| "PCNAP1", | |
| "CNBD1", | |
| "METTL11B", | |
| "C19orf75", | |
| "OR6C75", | |
| "CST5", | |
| "OR10K2", | |
| "CPAMD8", | |
| "RNF128", | |
| "TRIM31", | |
| "CCL16", | |
| "IL1RAPL2", | |
| "C20orf173", | |
| "CST9L", | |
| "TRIM64", | |
| "OR51F1", | |
| "TMEM89", | |
| "OR2G6", | |
| "KRTAP19-1", | |
| "KCTD19", | |
| "LOC150185", | |
| "OR6T1", | |
| "SPDYE5", | |
| "OR4S1", | |
| "PRDM14", | |
| "OR14A16", | |
| "POU3F1", | |
| "DEFB129", | |
| "OR2S2", | |
| "SNAR-G1", | |
| "GPR119", | |
| "CEACAM7", | |
| "GRK7", | |
| "PAR1", | |
| "MAN2B2", | |
| "SNX32", | |
| "POM121L10P", | |
| "PRAME", | |
| "TAL2", | |
| "TRPA1", | |
| "SARDH", | |
| "MSTO2P", | |
| "CSH1", | |
| "GNLY", | |
| "MAGEA5", | |
| "TDO2", | |
| "XAGE2", | |
| "FAM182A", | |
| "TPSD1", | |
| "DUOXA2", | |
| "KRT28", | |
| "P2RY4", | |
| "FAM99B", | |
| "FANCF", | |
| "MST1P9", | |
| "LGALS4", | |
| "FIGLA", | |
| "LCE3C", | |
| "CAGE1", | |
| "TBC1D3G", | |
| "CARD10", | |
| "OR6V1", | |
| "LINGO3", | |
| "NCRNA00200", | |
| "TPI1P3", | |
| "OR2T33", | |
| "TBC1D3C", | |
| "H2BFWT", | |
| "TPO", | |
| "SLFN14", | |
| "ITGB1BP3", | |
| "PTH2", | |
| "SBSN", | |
| "MRPL42P5", | |
| "TOX2", | |
| "KRTAP9-9", | |
| "CT47A9", | |
| "PCDHB17", | |
| "SLC35F4", | |
| "STAB2", | |
| "C17orf77", | |
| "ADAMTS18", | |
| "TMEM189-UBE2V1", | |
| "CLECL1", | |
| "OR6B3", | |
| "LOC653544", | |
| "FMO2", | |
| "ALPP", | |
| "OR8B8", | |
| "OR4D1", | |
| "OTC", | |
| "SYCP2", | |
| "C16orf81", | |
| "SNX18", | |
| "OR2C3", | |
| "HPVC1", | |
| "IL1F9", | |
| "GSTTP2", | |
| "SYCE1L", | |
| "TRPM5", | |
| "ARL13A", | |
| "FTSJ3", | |
| "LOC100286793", | |
| "C4orf50", | |
| "KRTAP5-4", | |
| "SNAR-G2", | |
| "GJA3", | |
| "SERPINA7", | |
| "CCT8L2", | |
| "CYP1A2", | |
| "OR52E2", | |
| "WBP2NL", | |
| "MRGPRD", | |
| "GALK2", | |
| "SCGBL", | |
| "C4orf37", | |
| "SPDYE2", | |
| "AMAC1L3", | |
| "NEK5", | |
| "MTVR2", | |
| "KRTAP10-11", | |
| "SLC5A1", | |
| "MTERFD3", | |
| "ADIPOR2", | |
| "ZNF492", | |
| "IFNA10", | |
| "PCDHA13", | |
| "SLC5A8", | |
| "FAM170A", | |
| "POTEG", | |
| "C3orf63", | |
| "PRSS1", | |
| "LRRC31", | |
| "PDILT", | |
| "C14orf39", | |
| "SGPP2", | |
| "DEFB112", | |
| "IFFO2", | |
| "C2orf78", | |
| "CYP11B2", | |
| "OR52A4", | |
| "USP29", | |
| "SYCE1", | |
| "C12orf74", | |
| "DKFZp761E198", | |
| "CES7", | |
| "FAM92A3", | |
| "HSFX1", | |
| "DUXA", | |
| "GJA10", | |
| "ZNF630", | |
| "CDRT15", | |
| "LOC729121", | |
| "GPR114", | |
| "DEFB104A", | |
| "SNORA47", | |
| "OR8J3", | |
| "KIR2DL1", | |
| "C1orf89", | |
| "GCG", | |
| "LOC388946", | |
| "LOC732275", | |
| "HCG26", | |
| "NCRNA00175", | |
| "C13orf35", | |
| "LOC643486", | |
| "OR52N2", | |
| "IRX6", | |
| "OR51T1", | |
| "OR5V1", | |
| "KRT85", | |
| "FBXO30", | |
| "ZNF677", | |
| "SAG", | |
| "C11orf64", | |
| "ZNF16", | |
| "TAS2R39", | |
| "ATP12A", | |
| "MLNR", | |
| "SNORA30", | |
| "ACCN5", | |
| "PFN3", | |
| "ACER1", | |
| "OR10X1", | |
| "GRPEL1", | |
| "PDZD9", | |
| "SNED1", | |
| "OR52J3", | |
| "SLC30A2", | |
| "FAM47A", | |
| "C19orf34", | |
| "RPS28", | |
| "OR6B2", | |
| "SLC26A7", | |
| "PCDHA8", | |
| "CYB5A", | |
| "DSCR4", | |
| "TAAR1", | |
| "NR1H4", | |
| "ANKRD13A" | |
| ], | |
| "Coefficient": [ | |
| 0.8167744291703829, | |
| 0.7234237329183826, | |
| 0.6541622631859824, | |
| -0.6219429623082126, | |
| 0.6157323546090802, | |
| 0.6076302658163251, | |
| -0.5906423575925517, | |
| -0.5901737201420805, | |
| -0.584568481137501, | |
| 0.5371999720356077, | |
| 0.5355883449632234, | |
| 0.5249586915756085, | |
| 0.5117925663130255, | |
| -0.5061734397030437, | |
| -0.5032973916410645, | |
| 0.4996865472646992, | |
| 0.48774778958872345, | |
| 0.4860099480730588, | |
| 0.46867997935951844, | |
| 0.45867480609506367, | |
| -0.45437458271924586, | |
| 0.4528283887161391, | |
| 0.44782189567537, | |
| -0.44547957316278874, | |
| 0.44259883671815015, | |
| 0.4340841468691679, | |
| 0.4321522559435425, | |
| -0.4119756730251075, | |
| 0.4110122063221357, | |
| -0.4072747585280277, | |
| 0.40378446646672367, | |
| -0.4012275462543983, | |
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| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.5623672055916928, | |
| "recall": 1.702127659574468, | |
| "f1": 0.8454057381908834, | |
| "jaccard": 0.426308434481607 | |
| } | |
| } | |
| } |