| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "IGFALS", | |
| "RSL1D1", | |
| "SLC17A8", | |
| "CTSG", | |
| "PIGZ", | |
| "LIPK", | |
| "CDHR2", | |
| "LINC02860", | |
| "TULP3", | |
| "GASK1A", | |
| "DDX20", | |
| "SPATA1", | |
| "UCP2", | |
| "C1QTNF9B", | |
| "ANKS4B", | |
| "XKR8", | |
| "PRMT6", | |
| "EML4", | |
| "LILRB5", | |
| "NPC1L1", | |
| "JUNB", | |
| "CRYGD", | |
| "OR10A3", | |
| "SERPINA13P", | |
| "EFHB", | |
| "CD200R1L", | |
| "H1-7", | |
| "IL23R", | |
| "LCE5A", | |
| "SNORA56", | |
| "CAAP1", | |
| "ACTC1", | |
| "SCN2A", | |
| "BMP5", | |
| "OTOA", | |
| "FAM3B", | |
| "KCNQ5", | |
| "DSC1", | |
| "HSFY2", | |
| "MGC12916", | |
| "BHLHE23", | |
| "FLJ13224", | |
| "SLC5A11", | |
| "KATNBL1", | |
| "CROCC", | |
| "COX6A2", | |
| "PTPRD", | |
| "RPS25", | |
| "OR5M1", | |
| "C2CD2L", | |
| "TMEM106A", | |
| "TMPRSS13", | |
| "OR2M4", | |
| "GPR149", | |
| "NXPH2", | |
| "DKKL1", | |
| "OR2T2", | |
| "DEFB125", | |
| "PABPC4", | |
| "RHOXF2B", | |
| "HS3ST6", | |
| "LINC00159", | |
| "UNCX", | |
| "SPIN2A", | |
| "SNORA11E", | |
| "KRT24", | |
| "HPX", | |
| "KLHL35", | |
| "ZAN", | |
| "CD300LD-AS1", | |
| "ONECUT1", | |
| "PI4KAP1", | |
| "LINC00479", | |
| "FAM66D", | |
| "OR7E37P", | |
| "OMP", | |
| "LOC154449", | |
| "CYP27B1", | |
| "HPCA", | |
| "SPINT3", | |
| "LOC642846", | |
| "CRISP2", | |
| "RNU11", | |
| "NXPE2", | |
| "GAGE2D", | |
| "DNASE1", | |
| "PLIN4", | |
| "NR5A2", | |
| "SNX32", | |
| "FNDC7", | |
| "CDC37L1", | |
| "SLC22A11", | |
| "TTPAL", | |
| "ZNF474", | |
| "TUBAL3", | |
| "LINC00523", | |
| "GDNF", | |
| "TRIM55", | |
| "FSHB", | |
| "STAC3", | |
| "MMP26", | |
| "THG1L", | |
| "MCCD1", | |
| "WNT16", | |
| "GPR137B", | |
| "DPF1", | |
| "CRYAB", | |
| "COL14A1", | |
| "NUTM1", | |
| "ZNG1F", | |
| "ZC3H12B", | |
| "C5orf52", | |
| "IL5", | |
| "TAS2R43", | |
| "COL11A2", | |
| "AMY2A", | |
| "OR12D3", | |
| "GRXCR2", | |
| "C9", | |
| "OR2W1", | |
| "LINC00473", | |
| "RAB33A", | |
| "SCIN", | |
| "SLC6A7", | |
| "MPV17L", | |
| "ANO7", | |
| "OGFRL1", | |
| "CA5A", | |
| "PRKAG3", | |
| "IFNB1", | |
| "C4BPA", | |
| "KC6", | |
| "GALNTL6", | |
| "FABP12", | |
| "LCE2A", | |
| "SRR", | |
| "FAM47A", | |
| "MS4A10", | |
| "FAM9A", | |
| "GTF2A1L", | |
| "HOTAIR", | |
| "LIPC", | |
| "KRTAP4-11", | |
| "TRIM77", | |
| "ALG1L2", | |
| "ADGRF3", | |
| "PCDHB11", | |
| "GPR179", | |
| "B3GNT4", | |
| "SRY", | |
| "SERPINI2", | |
| "FXYD1", | |
| "OR8I2", | |
| "ADAMTS19", | |
| "CLLU1-AS1", | |
| "LZTS3", | |
| "TGFB2", | |
| "RHBDL3", | |
| "FRMPD2B", | |
| "GKN1", | |
| "DEFB132", | |
| "SLCO4C1", | |
| "ITIH2", | |
| "GH2", | |
| "RFX6", | |
| "GALM", | |
| "GALR1", | |
| "DEFB135", | |
| "PPP1R12C", | |
| "PNMA8A", | |
| "HYAL4", | |
| "PDE1C", | |
| "VSTM5", | |
| "SAMD13", | |
| "NELL1", | |
| "NLRP10", | |
| "FSCN3", | |
| "ZC3HC1", | |
| "METTL15", | |
| "LPAR3", | |
| "DYNC1I1", | |
| "ESR1", | |
| "GPR15", | |
| "FBXO40", | |
| "OOEP", | |
| "LOC100134868", | |
| "CACNA1S", | |
| "PROP1", | |
| "NEUROD2", | |
| "NTRK2", | |
| "WFDC11", | |
| "P2RY14", | |
| "SETD9", | |
| "MUC7", | |
| "LRRC8E", | |
| "KRTAP10-10", | |
| "OR1Q1", | |
| "CEACAM8", | |
| "GPR89B", | |
| "POLR2J2", | |
| "DEFA5", | |
| "TDRD3", | |
| "CLEC4GP1", | |
| "TAS2R5", | |
| "DLEU2L", | |
| "ASB17", | |
| "CLDN20", | |
| "PHKG1", | |
| "RCC1", | |
| "KRTAP10-4", | |
| "DEFB127", | |
| "LOC100130691", | |
| "SPINT4", | |
| "METTL27", | |
| "HSPB9", | |
| "ZNF295-AS1", | |
| "CYP26C1", | |
| "SPINK4", | |
| "MCM10", | |
| "FKBP1AP1", | |
| "UTS2", | |
| "PAX4", | |
| "OR5A2", | |
| "GHSR", | |
| "FGL1", | |
| "ADPRM", | |
| "HSF4", | |
| "OR2AG2", | |
| "RPE65", | |
| "GAB4", | |
| "TYRP1", | |
| "LINC00189", | |
| "DEFB110", | |
| "H3C8", | |
| "TFDP3", | |
| "BARHL1", | |
| "KCNH4", | |
| "AHRR", | |
| "OR52H1", | |
| "CSMD1", | |
| "VAX2", | |
| "LHX9", | |
| "H2BC6", | |
| "EXO5", | |
| "NCKAP5", | |
| "BTNL3", | |
| "AMHR2", | |
| "TBX20", | |
| "SLC29A3", | |
| "CXorf66", | |
| "RBMY1B", | |
| "FAM9C", | |
| "LCE3E", | |
| "TEX36", | |
| "GSTT4", | |
| "DHX40P1", | |
| "LY6G6F", | |
| "OR7E156P", | |
| "TAS2R9", | |
| "PHOX2A", | |
| "SLC25A41", | |
| "TRIM40", | |
| "ABO", | |
| "NUTM2G", | |
| "H2AC12", | |
| "SMC1B", | |
| "OR1A2", | |
| "FXYD6", | |
| "SIDT2", | |
| "CCL3L3", | |
| "LINC00301", | |
| "ABCA11P", | |
| "NOBOX", | |
| "SLCO1B3", | |
| "OPN5", | |
| "OR10H4", | |
| "BPIFB6", | |
| "GLT6D1", | |
| "SOX2-OT", | |
| "FMO3", | |
| "FAM157B", | |
| "IFNL2", | |
| "RGPD8", | |
| "TTC9", | |
| "YBX2", | |
| "PNPLA1", | |
| "RNF17", | |
| "PSG2", | |
| "OR5H6", | |
| "NOMO2", | |
| "OR5L1", | |
| "BRINP3", | |
| "IL25", | |
| "ATP1B4", | |
| "ITIH5", | |
| "RIPPLY2", | |
| "ZNF45", | |
| "ELOA2", | |
| "ARMH3", | |
| "PRSS48", | |
| "KRT74", | |
| "DEFA6", | |
| "GSTT1", | |
| "CFAP100", | |
| "AMER3", | |
| "HEATR4", | |
| "OR13C9", | |
| "NEXMIF", | |
| "OR6C75", | |
| "FAM74A4", | |
| "OR2M1P", | |
| "OR10R2", | |
| "ACOXL", | |
| "SOX15", | |
| "PER3P1", | |
| "LOC100133920", | |
| "OPN1SW", | |
| "SERPINB13", | |
| "TAS2R7", | |
| "MUCL1", | |
| "PIGG", | |
| "G6PC2", | |
| "C10orf95", | |
| "TTTY2", | |
| "PDSS1", | |
| "LINC00339", | |
| "OR4C3", | |
| "SP9", | |
| "VCPKMT", | |
| "KCNE5", | |
| "ADAM3A", | |
| "LRRN2", | |
| "FAM136BP", | |
| "GSTT2", | |
| "ADAM11", | |
| "APOB", | |
| "PDHA2", | |
| "LEUTX", | |
| "NXPH1", | |
| "BOLL", | |
| "SGCZ", | |
| "C17orf100", | |
| "SYT10", | |
| "CTAG1B", | |
| "SNORA26", | |
| "OTULINL", | |
| "SEC14L5", | |
| "H4C1", | |
| "SNORA58", | |
| "UMOD", | |
| "GPA33", | |
| "GLRA2", | |
| "UNC45B", | |
| "SPACA7", | |
| "LOC642929", | |
| "HSD3B1", | |
| "PABIR3", | |
| "MGC16025", | |
| "CCDC177", | |
| "ZKSCAN8P1", | |
| "LALBA", | |
| "RAB40B", | |
| "ATG16L1", | |
| "SCGB1C1", | |
| "LOC344967", | |
| "LINC01590", | |
| "PRG1", | |
| "CIB2", | |
| "KCNG2", | |
| "SNORA11B", | |
| "FETUB", | |
| "OR4C16", | |
| "VNN3P", | |
| "CRHBP", | |
| "LENEP", | |
| "GLYATL3", | |
| "GLIPR1L2", | |
| "H2AC14", | |
| "TAS2R40", | |
| "LRRC18", | |
| "ZBTB22", | |
| "TPI1P3", | |
| "NPBWR1", | |
| "HSFX1", | |
| "IL19", | |
| "TEX44", | |
| "TRPC3", | |
| "TCP10L3", | |
| "KRT35", | |
| "SNORA41", | |
| "PANX3", | |
| "TPSD1", | |
| "PAGE1", | |
| "OR13C3", | |
| "SRMS", | |
| "CCDC15", | |
| "ACSBG1", | |
| "OR3A1", | |
| "MESP2", | |
| "CT83", | |
| "OR10T2", | |
| "TMEM30CP", | |
| "CHRNA3", | |
| "NEU2", | |
| "LINC02902", | |
| "RPL17", | |
| "HSD17B12", | |
| "TMEM89", | |
| "GGNBP1", | |
| "COX7B2", | |
| "DDN", | |
| "POTEA", | |
| "UGT2B10", | |
| "MT1IP", | |
| "SNORA44", | |
| "TAS2R39", | |
| "SEMG1", | |
| "YIPF4", | |
| "TGM6", | |
| "BTF3L4", | |
| "TRPC7", | |
| "SLC6A1", | |
| "PCDHA6", | |
| "SMCR5", | |
| "MRFAP1L1", | |
| "GARIN4", | |
| "SIGLEC14", | |
| "OR2A4", | |
| "CYP3A5", | |
| "SHOC1", | |
| "FAM182A", | |
| "KLRG2", | |
| "MORF4", | |
| "OR4N4", | |
| "OR7G1", | |
| "DEFB109B", | |
| "FAM27B", | |
| "SLFN13", | |
| "SSTR4", | |
| "OR4L1", | |
| "SBK2", | |
| "SIX6", | |
| "SORCS3", | |
| "TMPRSS11D", | |
| "CYP1A1", | |
| "OR4K14", | |
| "SEPTIN7P9", | |
| "TAF7L", | |
| "SNORD89", | |
| "SCARNA17", | |
| "KCTD19", | |
| "SPINK14", | |
| "ADRB1", | |
| "SNAR-B2", | |
| "SNORA4", | |
| "OR4C15", | |
| "FBXO27", | |
| "H4C12", | |
| "IL36B", | |
| "KRT14", | |
| "POM121L2", | |
| "OR2D2", | |
| "LINC00114", | |
| "TMEM212", | |
| "PRB3", | |
| "HABP2", | |
| "GRK7", | |
| "GALNT8", | |
| "POU1F1", | |
| "ATP2B2", | |
| "TRIML1", | |
| "IL9R", | |
| "SGK2", | |
| "NOSTRIN", | |
| "SLC22A9", | |
| "HR", | |
| "RTN4", | |
| "INSL6", | |
| "ACCSL", | |
| "SRPK3", | |
| "MIP", | |
| "RGS20", | |
| "RLN3", | |
| "KLHDC7B", | |
| "OR1D2", | |
| "LY6G6D", | |
| "ARSD", | |
| "OR10G4", | |
| "LILRA1", | |
| "STK31", | |
| "TBC1D3", | |
| "CLDN17", | |
| "OR6Y1", | |
| "EGR1", | |
| "BEND2", | |
| "GSTO2", | |
| "PDCL", | |
| "GCSAML", | |
| "FGF4", | |
| "ZFR2", | |
| "CFAP45", | |
| "SCARNA18", | |
| "LRFN5", | |
| "OR6F1", | |
| "PCDHGA5", | |
| "SNORA5C", | |
| "COL19A1", | |
| "MX1", | |
| "ANGPTL7", | |
| "KRTAP19-6", | |
| "LOC100129935", | |
| "TXNDC2", | |
| "TUBBP5", | |
| "HMX1", | |
| "NOMO1", | |
| "LGALS7B", | |
| "MYLK2", | |
| "OR10P1", | |
| "SEPTIN14", | |
| "PCDHGA6", | |
| "DRD5", | |
| "KRTAP3-2", | |
| "TGM3", | |
| "CASP4", | |
| "H1-4", | |
| "KLK4", | |
| "TBC1D21", | |
| "S100A7A", | |
| "SNX31", | |
| "MEAK7", | |
| "SERPINE3", | |
| "TAS2R10", | |
| "TTTY9B", | |
| "IFNLR1", | |
| "IFNL3", | |
| "UTF1", | |
| "IGF2BP1", | |
| "NPHS2", | |
| "GSTA4", | |
| "ZKSCAN2", | |
| "GTF2H2", | |
| "CTSF", | |
| "SEC22C", | |
| "KLKP1", | |
| "IFITM4P", | |
| "SNORA25", | |
| "KRTAP12-4", | |
| "OTX1", | |
| "TM4SF5", | |
| "F7", | |
| "PCDHA1", | |
| "MAT1A", | |
| "OR6B1", | |
| "SYNPO2", | |
| "CCNQP1", | |
| "OR51A7", | |
| "TMEM225", | |
| "AGMO", | |
| "PAX3", | |
| "POU4F3", | |
| "SLN", | |
| "STX1A", | |
| "NT5C1B", | |
| "HPSE2", | |
| "GOT1L1", | |
| "DELEC1", | |
| "MAGEA2", | |
| "INGX", | |
| "ANG", | |
| "RAX2", | |
| "NUDT10", | |
| "FAM47C", | |
| "CDH20", | |
| "OR6N1", | |
| "ITIH3", | |
| "BTBD16", | |
| "C9orf152", | |
| "DEFB103B", | |
| "KIR3DL1", | |
| "OR4N5", | |
| "KRT33A", | |
| "ADRA1D", | |
| "OLIG3", | |
| "OR6C2", | |
| "TERC", | |
| "SERPINB3", | |
| "BRS3", | |
| "OR2J2", | |
| "AURKC", | |
| "ANKRD2", | |
| "KRTAP20-3", | |
| "CYTL1", | |
| "SLC22A8", | |
| "ARHGEF10L", | |
| "SPATA31F2P", | |
| "FSCB", | |
| "FAM228A", | |
| "SLC15A2", | |
| "PSTK", | |
| "ZNF22-AS1", | |
| "OPN4", | |
| "COX8C", | |
| "CTCFL", | |
| "PDE6A", | |
| "NCR2", | |
| "SPAG11B", | |
| "RPL23AP32", | |
| "SLC34A3", | |
| "C12orf71", | |
| "LINC00469", | |
| "BTF3P11", | |
| "XKR9", | |
| "DAO", | |
| "ATP6V1G3", | |
| "COL9A1", | |
| "GPR151", | |
| "GALNT1", | |
| "GUCY2C", | |
| "LCE1E", | |
| "CSN1S2AP", | |
| "FAM3D", | |
| "POLR1D", | |
| "EXOSC2", | |
| "DLX6", | |
| "SPAM1", | |
| "MSANTD1", | |
| "SSMEM1", | |
| "GOLGA2P3Y", | |
| "KRT84", | |
| "MAK", | |
| "POU3F3", | |
| "CYP4V2", | |
| "SPATA31A3", | |
| "SPINK7", | |
| "CYP4Z2P", | |
| "PRNT", | |
| "LARGE1", | |
| "KCNJ10", | |
| "SNAR-A3", | |
| "CYP2E1", | |
| "CHRNA2", | |
| "POM121L10P", | |
| "PROX2", | |
| "LPA", | |
| "PRLH", | |
| "ANO9", | |
| "OR10AG1", | |
| "ZFAT-AS1", | |
| "IZUMO1", | |
| "GNRH2", | |
| "VIL1", | |
| "FAM53B", | |
| "VWC2L", | |
| "SLC24A2", | |
| "SIAH1", | |
| "ADCK2", | |
| "PPIAL4A", | |
| "ZNF716", | |
| "SNORA55", | |
| "TAFA1", | |
| "GNG3", | |
| "TP53TG5", | |
| "SULT1E1", | |
| "TUBA3C", | |
| "CATSPER4", | |
| "WDR41", | |
| "SNORD103A", | |
| "OR7C1", | |
| "APOC4", | |
| "SNORA37", | |
| "KRTAP4-7", | |
| "GAGE12F", | |
| "KLF11", | |
| "DEFB107A", | |
| "PRR20B", | |
| "SNORA36B", | |
| "EID1", | |
| "PHLDB3", | |
| "NCAM2", | |
| "PHGDH", | |
| "SNORA35", | |
| "RRN3P2", | |
| "HHLA1", | |
| "PRSS38", | |
| "SLC35G3", | |
| "OR5M3", | |
| "OR8H1", | |
| "CT45A6", | |
| "MEIS1", | |
| "TSPY1", | |
| "RBMY1A3P", | |
| "KRT1", | |
| "ID1", | |
| "GLYCAM1", | |
| "OR4C13", | |
| "DEFB113", | |
| "FAM24A", | |
| "ACTRT1", | |
| "SPANXN4", | |
| "OR56B1", | |
| "FRG2B", | |
| "OR5AS1", | |
| "OR2T29", | |
| "PAGE3", | |
| "HDGFL1", | |
| "OR1S1", | |
| "NPS", | |
| "OR5L2", | |
| "C2orf15", | |
| "LINC00313", | |
| "OR5T2", | |
| "TXNDC8", | |
| "OR1A1", | |
| "BPY2", | |
| "SNORA11C", | |
| "COQ7", | |
| "ZNF544", | |
| "OR10K2", | |
| "OR2T6", | |
| "SNX16", | |
| "OR8J1", | |
| "SNORD8", | |
| "SNORD115-20", | |
| "DDO", | |
| "OR52E2", | |
| "SNAR-E", | |
| "TTTY12", | |
| "OR6C4", | |
| "GAGE2E", | |
| "SNORD23", | |
| "FAM99B", | |
| "SNORD116-19", | |
| "OR5T3", | |
| "RBMY3AP", | |
| "SNORA36C", | |
| "SNAR-G1", | |
| "SNORD46", | |
| "TTTY18", | |
| "OR8K3", | |
| "SNORD88C", | |
| "SNORD12B", | |
| "PRR20D", | |
| "OR6C74", | |
| "OR5W2", | |
| "TSPY2", | |
| "DEFB114", | |
| "OR8U1", | |
| "SNORD16", | |
| "DEFB116", | |
| "CT47A1", | |
| "TSPY3" | |
| ], | |
| "Coefficient": [ | |
| -2.7330937288854846, | |
| 2.4959392741402358, | |
| -2.46700281928196, | |
| -2.378903409358623, | |
| -2.3511859634992476, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 2.4959392741402358, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701753, | |
| "precision": 89.64912280701753, | |
| "recall": 100.0, | |
| "f1": 94.46174957704093 | |
| }, | |
| "selection": { | |
| "precision": 0.5709944909535951, | |
| "recall": 3.619047619047619, | |
| "f1": 0.9862952983440703, | |
| "jaccard": 0.4968888588158409 | |
| } | |
| } | |
| } |