| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "IGFALS", | |
| "CTSG", | |
| "BFAR", | |
| "C1QTNF9B", | |
| "OR10A3", | |
| "TFDP3", | |
| "MCM10", | |
| "FAM3B", | |
| "KCNQ5", | |
| "FBXO40", | |
| "CD300LD-AS1", | |
| "UNCX", | |
| "SNORA11B", | |
| "DSC1", | |
| "IL23R", | |
| "DNAAF6", | |
| "KC6", | |
| "PDHA2", | |
| "ANKS4B", | |
| "GOLGA7", | |
| "SNORA11E", | |
| "FNDC7", | |
| "POU3F3", | |
| "LCE5A", | |
| "OR2W1", | |
| "C3P1", | |
| "CDHR2", | |
| "TPI1P3", | |
| "ZNG1F", | |
| "NUTM1", | |
| "OR5L1", | |
| "OR52H1", | |
| "OR2L8", | |
| "GSC", | |
| "RAX2", | |
| "VNN3P", | |
| "ONECUT1", | |
| "PTGDR2", | |
| "SLC17A2", | |
| "MS4A10", | |
| "LOC154449", | |
| "TMEM30CP", | |
| "GPA33", | |
| "KRTAP10-10", | |
| "MGC12916", | |
| "OR4P4", | |
| "MAL", | |
| "OR6F1", | |
| "OR6K3", | |
| "TUBBP5", | |
| "SPATA1", | |
| "C5orf52", | |
| "GDNF", | |
| "CAGE1", | |
| "LILRB5", | |
| "SYT10", | |
| "ACOXL", | |
| "CD200R1L", | |
| "ANO7", | |
| "SPIN2A", | |
| "ZNF295-AS1", | |
| "AGMO", | |
| "FLJ13224", | |
| "GRXCR2", | |
| "SEL1L2", | |
| "GASK1A", | |
| "BTBD16", | |
| "LIPK", | |
| "HEATR4", | |
| "PCDHB11", | |
| "KRTAP13-2", | |
| "IFNLR1", | |
| "POM121L2", | |
| "TBX20", | |
| "ACTC1", | |
| "OR7E37P", | |
| "FAM9A", | |
| "GSTT1", | |
| "ASAH2", | |
| "HOTAIR", | |
| "TGM6", | |
| "SCGB1C1", | |
| "SERPINA13P", | |
| "NUTM2G", | |
| "GOLGA8F", | |
| "LINC02860", | |
| "OR2T3", | |
| "STH", | |
| "ANGPTL3", | |
| "OR56A1", | |
| "INS", | |
| "FAM182A", | |
| "OR10R2", | |
| "NLRP10", | |
| "ADPRM", | |
| "C9orf57", | |
| "FAM153B", | |
| "OR2M4", | |
| "OR51A7", | |
| "HSFY2", | |
| "FSHB", | |
| "KRTAP10-8", | |
| "TTPAL", | |
| "OR2T2", | |
| "DLK1", | |
| "ZNF716", | |
| "COL19A1", | |
| "OTOA", | |
| "KRTAP4-11", | |
| "PLA2G4C", | |
| "APOB", | |
| "RXFP4", | |
| "GPR20", | |
| "KRTAP9-8", | |
| "RSL1D1", | |
| "NPVF", | |
| "SLC17A8", | |
| "FAM47A", | |
| "HSP90AB2P", | |
| "OR13C3", | |
| "PCDHA10", | |
| "LINC02902", | |
| "WDR41", | |
| "CRYGD", | |
| "CXorf51A", | |
| "RLN3", | |
| "TLX1", | |
| "WASHC2A", | |
| "SLC5A11", | |
| "LRRC8E", | |
| "GSTT2", | |
| "ITIH2", | |
| "OR1D4", | |
| "SCARNA18", | |
| "LINC00523", | |
| "RBMY1B", | |
| "ADCYAP1", | |
| "LGALS7B", | |
| "ZG16", | |
| "LRRC18", | |
| "ZFP91-CNTF", | |
| "BHLHE23", | |
| "PIGR", | |
| "LTK", | |
| "C4BPA", | |
| "TMEM89", | |
| "PIGZ", | |
| "S100Z", | |
| "OR56A3", | |
| "SSMEM1", | |
| "OR5AK2", | |
| "LINC00114", | |
| "GAGE2D", | |
| "OTOP2", | |
| "GRIN2B", | |
| "FMR1NB", | |
| "NEK5", | |
| "TAS2R39", | |
| "ACTL6B", | |
| "LCE3E", | |
| "FKBP1AP1", | |
| "WNT16", | |
| "DKKL1", | |
| "KRT25", | |
| "ANKRD30A", | |
| "OR10H4", | |
| "MAGEC2", | |
| "NXPE2", | |
| "LEUTX", | |
| "PANX3", | |
| "LEP", | |
| "LGALS4", | |
| "OR6X1", | |
| "OR6C76", | |
| "XAGE3", | |
| "GAB4", | |
| "CSTL1", | |
| "POU5F2", | |
| "PDE1C", | |
| "RPS28", | |
| "GGNBP1", | |
| "GPR89B", | |
| "NXPH1", | |
| "TRIML1", | |
| "NEUROD2", | |
| "CRYBB2", | |
| "IFNB1", | |
| "NOMO2", | |
| "COL11A2", | |
| "TDRD3", | |
| "GKN1", | |
| "KLF11", | |
| "NPHS2", | |
| "MSH4", | |
| "CLEC4GP1", | |
| "CDKL4", | |
| "ASCL1", | |
| "OR4M2", | |
| "COX8C", | |
| "SLC25A41", | |
| "OR1L3", | |
| "SERPINI2", | |
| "POU4F2", | |
| "SGCZ", | |
| "SPINK8", | |
| "NOS2", | |
| "PSG2", | |
| "PI4KAP1", | |
| "KDM4E", | |
| "KCNJ10", | |
| "OR52B6", | |
| "FSCN3", | |
| "SPATA3", | |
| "SOX2-OT", | |
| "LOC100129935", | |
| "GALNT8", | |
| "NEU2", | |
| "ALG1L2", | |
| "SLC32A1", | |
| "TTTY2", | |
| "PKD1L3", | |
| "IFNL3", | |
| "ACSM4", | |
| "ASB4", | |
| "TAS2R7", | |
| "OR7E156P", | |
| "LINC00469", | |
| "PAX4", | |
| "PHOX2A", | |
| "TEX15", | |
| "OR11H6", | |
| "ANGPTL7", | |
| "HOXB1", | |
| "RNF113B", | |
| "FAM90A1", | |
| "SNX32", | |
| "EXOSC6", | |
| "DEFB110", | |
| "DEFB125", | |
| "AMER3", | |
| "SNORA56", | |
| "RIMBP3", | |
| "PRAC1", | |
| "OR51I2", | |
| "CEACAM8", | |
| "DLX6", | |
| "CDY2B", | |
| "C16orf90", | |
| "NELL1", | |
| "ADGRF3", | |
| "VSX1", | |
| "CAMKV", | |
| "PROX2", | |
| "KRTAP3-2", | |
| "PLN", | |
| "IL22", | |
| "ZKSCAN8P1", | |
| "FAM138B", | |
| "METTL15", | |
| "H4C12", | |
| "CT83", | |
| "KRT14", | |
| "LINC02694", | |
| "RPL23AP32", | |
| "SETD9", | |
| "OR2A5", | |
| "OR5H6", | |
| "POU2F1", | |
| "ANGEL2", | |
| "ASB12", | |
| "PER3P1", | |
| "FAM99A", | |
| "CCL1", | |
| "BTG4", | |
| "MGC16025", | |
| "OR1A2", | |
| "OPN1SW", | |
| "OR14J1", | |
| "KLHL35", | |
| "POU4F3", | |
| "SPDYE6", | |
| "TAFA1", | |
| "ADAMTS19", | |
| "OR10G8", | |
| "PSTK", | |
| "GLIPR1L2", | |
| "OR8I2", | |
| "TDRD5", | |
| "GTF2A1L", | |
| "TEX55", | |
| "SULT1E1", | |
| "PTPRD", | |
| "GABARAPL3", | |
| "TRIM60", | |
| "PFN3", | |
| "THNSL2", | |
| "KIR3DL1", | |
| "LRRC74A", | |
| "TRPC7", | |
| "TMPRSS11D", | |
| "CT45A2", | |
| "CNPY1", | |
| "PCDHB2", | |
| "CRISP2", | |
| "AADACL3", | |
| "KIAA1671", | |
| "LOC344967", | |
| "FAM66A", | |
| "REC114", | |
| "NMBR", | |
| "HSD3B1", | |
| "OR5H1", | |
| "ERCC5", | |
| "SLC51B", | |
| "ACR", | |
| "UPK3BL1", | |
| "OR7A10", | |
| "SLC29A3", | |
| "PTBP1", | |
| "MUC20", | |
| "OR6A2", | |
| "ZAR1L", | |
| "SDHAP2", | |
| "SEC14L5", | |
| "SNORA30", | |
| "ODAPH", | |
| "PNMA8A", | |
| "DLGAP2", | |
| "NAT8B", | |
| "AADACL4", | |
| "KCNJ6", | |
| "ARL17B", | |
| "OR52K1", | |
| "PF4V1", | |
| "HSFX1", | |
| "ANKRD20A4P", | |
| "USH2A", | |
| "OR7C1", | |
| "SLC36A3", | |
| "RSPH10B2", | |
| "PDILT", | |
| "PHKG1", | |
| "OR2AG2", | |
| "TRIM4", | |
| "ZFP36" | |
| ], | |
| "Coefficient": [ | |
| -2.7977812147097896, | |
| -2.7711105602424166, | |
| 2.7259085292698257, | |
| -2.558885277162619, | |
| -1.8824483963545902, | |
| -1.8662506446545517, | |
| -1.7592191977065725, | |
| 1.6506705627738187, | |
| -1.5517007662610673, | |
| 1.5350363662379898, | |
| 1.5284391850065182, | |
| 1.524483016062232, | |
| 1.4383917960262276, | |
| -1.425505456941219, | |
| 1.4039203918130971, | |
| -1.3930553301169026, | |
| -1.3717990559949427, | |
| 1.3220213235598446, | |
| 1.308015560819755, | |
| -1.2911927185176912, | |
| 1.240207426432795, | |
| 1.2087275038765364, | |
| -1.1975312551807045, | |
| 1.1826756537569596, | |
| -1.179938259169355, | |
| 1.1206821660363449, | |
| -1.0974458430400755, | |
| -1.0926830739583595, | |
| 1.0854165700246725, | |
| -1.0838864173465437, | |
| -1.0776189756576262, | |
| 1.0689676758788254, | |
| -1.066037619013128, | |
| 1.0654455348065386, | |
| -1.0555128798738098, | |
| 1.0494653713843347, | |
| -1.042283673163821, | |
| -1.0421444576383507, | |
| 1.0404734746292685, | |
| 1.0300881683113745, | |
| 1.0163510936226035, | |
| 1.0158408599206263, | |
| -1.0142151208951706, | |
| 1.0044065549619217, | |
| -1.0026405862389671, | |
| -0.9993554278375776, | |
| 0.9799929595312186, | |
| 0.9715800896893008, | |
| -0.9176622133229461, | |
| 0.9138150587857637, | |
| -0.9097280882320189, | |
| -0.9091797883164863, | |
| -0.9051180318710403, | |
| -0.8811492291928344, | |
| -0.8741077569982174, | |
| 0.8704577883577014, | |
| 0.862414796134287, | |
| 0.8583043755655133, | |
| 0.8455690359132, | |
| 0.8335166870752391, | |
| -0.8290466487146143, | |
| 0.8260704301078038, | |
| 0.8156588237189167, | |
| 0.8028574163651195, | |
| 0.7923175440080695, | |
| 0.788001058550839, | |
| -0.7807332049408506, | |
| -0.7800615270431523, | |
| -0.7793779523251547, | |
| -0.7718532141156271, | |
| 0.7704243201211982, | |
| 0.7585690934817014, | |
| 0.7548213853728505, | |
| 0.7422995587163453, | |
| 0.7352337772902725, | |
| -0.7231747909526849, | |
| 0.7183785117008995, | |
| -0.7070770847104557, | |
| 0.7067497505667972, | |
| 0.7066799118816474, | |
| -0.6995645448651611, | |
| 0.6969844228314082, | |
| 0.6941302189753584, | |
| 0.6930120702851688, | |
| 0.6922099230634774, | |
| 0.6780141208318237, | |
| 0.6765051296945226, | |
| 0.6761585432682209, | |
| 0.6738583663476306, | |
| -0.6704668456675564, | |
| -0.666712326805116, | |
| -0.6664870551693677, | |
| 0.6561565467827739, | |
| -0.6488865999984015, | |
| 0.6468570244013575, | |
| -0.6396710963738833, | |
| -0.6235102342827391, | |
| -0.6175546198430192, | |
| -0.6169368030672524, | |
| 0.6141189262360451, | |
| -0.6092742387864261, | |
| -0.6087006892731399, | |
| -0.6067048021087158, | |
| -0.6047511418141566, | |
| 0.5930875180828695, | |
| -0.5921869502541665, | |
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| 0.5874568853422072, | |
| 0.5858197941394562, | |
| -0.583131654270113, | |
| 0.5802413009080339, | |
| -0.5795428991412251, | |
| 0.5786431156641375, | |
| 0.5684683376391645, | |
| 0.5572730877028668, | |
| -0.5544016798796132, | |
| -0.5458274590368324, | |
| 0.5368618812622283, | |
| 0.5300275613926299, | |
| 0.5287347615101922, | |
| -0.5261349298004546, | |
| -0.526097739960136, | |
| 0.525635654463703, | |
| 0.5166486387367377, | |
| -0.5094406672133165, | |
| 0.5084696525774149, | |
| -0.5076395378975848, | |
| 0.504809782059552, | |
| 0.5027801714448182, | |
| -0.501723990210833, | |
| 0.5006894223145716, | |
| 0.5006090298710545, | |
| 0.4968839168718315, | |
| -0.48876517778439343, | |
| 0.4795619816650962, | |
| -0.47806596881091873, | |
| -0.47367319501495475, | |
| 0.46521561827557956, | |
| 0.46432993142803425, | |
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| 0.43140286631338015, | |
| 0.43021410619093986, | |
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| -0.41606038972297654, | |
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| 0.4033727349566205, | |
| 0.4024131382752046, | |
| 0.39776616518748037, | |
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| -0.3710879384158362, | |
| 0.37102729303255716, | |
| 0.3706136665454132, | |
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| 0.3610793692835749, | |
| -0.3592105041935429, | |
| -0.3555303814086314, | |
| 0.35353216496998896, | |
| 0.3488941894043119, | |
| -0.3474470996741992, | |
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| 0.3343199868584282, | |
| -0.3297421537578202, | |
| 0.3266946813603128, | |
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| -0.320348583041134, | |
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| 0.30209308537706553, | |
| 0.301934973649222, | |
| 0.299625948579239, | |
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| -0.12080867760297877, | |
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| -0.11532356168141854, | |
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| -0.10653336443572392, | |
| -0.1062472939356739, | |
| 0.10333529577498439, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701753, | |
| "precision": 89.64912280701753, | |
| "recall": 100.0, | |
| "f1": 94.46174957704093 | |
| }, | |
| "selection": { | |
| "precision": 0.5139680553115896, | |
| "recall": 1.7142857142857142, | |
| "f1": 0.7881210852434896, | |
| "jaccard": 0.3968077681995253 | |
| } | |
| } | |
| } |