| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CT47A11", | |
| "SLPI", | |
| "CALML5", | |
| "PSMB1", | |
| "OR51M1", | |
| "TRRAP", | |
| "MYH2", | |
| "TRIM51", | |
| "LHFPL3", | |
| "TMEM114", | |
| "SPDYE6", | |
| "SNAR-C4", | |
| "NAAA", | |
| "EEF1AKMT3", | |
| "IER3", | |
| "FBXO10", | |
| "ARHGAP44", | |
| "TBC1D21", | |
| "SPATA31J1", | |
| "AIRE", | |
| "SEC1P", | |
| "DUSP5P1", | |
| "AADACL4", | |
| "CDK11A", | |
| "ZNF718", | |
| "UNCX", | |
| "RAB9BP1", | |
| "MSL1", | |
| "APOL4", | |
| "LOC389705", | |
| "SMCO1", | |
| "PCDHA4", | |
| "RBMY1A3P", | |
| "CLDN16", | |
| "PRM2", | |
| "SEC31A", | |
| "KRT86", | |
| "GNPDA2", | |
| "MCUB", | |
| "ERICH6B", | |
| "MED9", | |
| "SLC38A7", | |
| "REN", | |
| "OR2C3", | |
| "IFNW1", | |
| "RBMY3AP", | |
| "IL3", | |
| "CASTOR2", | |
| "B4GALNT2", | |
| "CLTA", | |
| "RPL36A", | |
| "C6orf58", | |
| "SAMM50", | |
| "H4C11", | |
| "ACP4", | |
| "ZNF330", | |
| "SNORA65", | |
| "MORN1", | |
| "SNORA79", | |
| "PPBP", | |
| "TAAR9", | |
| "ABCA2", | |
| "CD207", | |
| "RPL13AP3", | |
| "POU4F3", | |
| "TNK2", | |
| "CENPW", | |
| "GMPR2", | |
| "FAM25G", | |
| "CBARP", | |
| "FAM66C", | |
| "ABTB3", | |
| "GDNF", | |
| "SNORA3A", | |
| "PITX2", | |
| "DDTL", | |
| "VWA3A", | |
| "KRT25", | |
| "NUDT9", | |
| "CITED4", | |
| "NTN5", | |
| "IL23R", | |
| "FAM227B", | |
| "TKTL2", | |
| "PIGR", | |
| "ZNF30", | |
| "DNAJC19", | |
| "CES5A", | |
| "IL17A", | |
| "COLEC11", | |
| "QPCT", | |
| "KRT81", | |
| "LCN6", | |
| "KRT38", | |
| "ZPBP", | |
| "HCAR2", | |
| "CLEC12B", | |
| "ZC2HC1C", | |
| "MYBPH", | |
| "GARIN5A", | |
| "ROBO3", | |
| "CBY2", | |
| "FOXG1", | |
| "TXNL4B", | |
| "NEK10", | |
| "PLA2G5", | |
| "MGC27382", | |
| "LGR6", | |
| "OR13A1", | |
| "ZNF558", | |
| "GDPD1", | |
| "PAX8", | |
| "TLCD4", | |
| "OR14A16", | |
| "CDKN2AIP", | |
| "WFDC9", | |
| "HOXA5", | |
| "PABPC1L2A", | |
| "GCDH", | |
| "TTTY3B", | |
| "LHX9", | |
| "SETD3", | |
| "DUSP4", | |
| "C9orf72", | |
| "NKX6-1", | |
| "MFSD2A", | |
| "CHIT1", | |
| "CDK8", | |
| "TNFSF18", | |
| "VAPA", | |
| "ALKAL2", | |
| "ALDH4A1", | |
| "DNAAF6", | |
| "S100Z", | |
| "HDHD2", | |
| "CHCHD5", | |
| "PEG3-AS1", | |
| "CYP11B1", | |
| "ZNF479", | |
| "LSM6", | |
| "PRG3", | |
| "FREY1", | |
| "EEF2KMT", | |
| "SPATA22", | |
| "CX3CR1", | |
| "FAM151B", | |
| "SYS1-DBNDD2", | |
| "SNORD103A", | |
| "AGAP5", | |
| "ERVFRD-1", | |
| "NMBR", | |
| "RAG1", | |
| "MUCL1", | |
| "ADAM29", | |
| "NRN1L", | |
| "BDH1", | |
| "IL36G", | |
| "VKORC1L1", | |
| "CIMAP1C", | |
| "C3orf38", | |
| "TATDN2", | |
| "LINC01600", | |
| "NT5C3B", | |
| "PKDREJ", | |
| "DMC1", | |
| "SLC14A1", | |
| "IRF8", | |
| "HS6ST2", | |
| "PEX3", | |
| "ZNF85", | |
| "ARSH", | |
| "BTG1", | |
| "DCDC2", | |
| "PRB2", | |
| "EPHB6", | |
| "RFPL3", | |
| "AMER3", | |
| "CLLU1", | |
| "C11orf16", | |
| "ATG10", | |
| "KRTAP4-11", | |
| "VAX2", | |
| "CACNA2D3", | |
| "HGFAC", | |
| "IL1RAPL1", | |
| "INTS11", | |
| "LINC01555", | |
| "LENG9", | |
| "CPA1", | |
| "LCNL1", | |
| "AKR1C8", | |
| "C17orf99", | |
| "FAM163A", | |
| "GSTM1", | |
| "TRMT61B", | |
| "ZNF28", | |
| "HLA-J", | |
| "TMEM143", | |
| "FBXO36", | |
| "KRT37", | |
| "BPI", | |
| "BARHL1", | |
| "AKAP4", | |
| "LPCAT2", | |
| "FGF7P6", | |
| "MB21D2", | |
| "SPP2", | |
| "EYA2", | |
| "NRN1", | |
| "RNF220", | |
| "DLL3", | |
| "SNORA66", | |
| "CEP128", | |
| "OVCH1", | |
| "PKP2", | |
| "CATSPER4", | |
| "ELP2", | |
| "POM121L10P", | |
| "OR2T35", | |
| "RUFY2", | |
| "SCGB2B2", | |
| "FAM169BP", | |
| "OR4C15", | |
| "PSMB4", | |
| "PMS2CL", | |
| "ECHDC3", | |
| "RRP7A", | |
| "PMCH", | |
| "CHRNA1", | |
| "ZPLD1", | |
| "LOC730668", | |
| "ZNF468", | |
| "STBD1", | |
| "CHD1L", | |
| "KCNK2", | |
| "CHRNA9", | |
| "TREML5P", | |
| "MMAA", | |
| "CCDC160", | |
| "OR5AS1", | |
| "ERC2-IT1", | |
| "PPP1R27", | |
| "PPEF1", | |
| "PLSCR5", | |
| "METTL2B", | |
| "SAA2", | |
| "DNAH14", | |
| "LCE4A", | |
| "ARG1", | |
| "SDHAP3", | |
| "DEFB112", | |
| "BHLHE23", | |
| "IGFBP1", | |
| "PATE2", | |
| "YWHAG", | |
| "CA4", | |
| "PSORS1C1", | |
| "RASA4CP", | |
| "RTL4", | |
| "DHRS2", | |
| "SPDYE8", | |
| "DNAJC25-GNG10", | |
| "TRMT1", | |
| "CXorf65", | |
| "CCL18", | |
| "SPINK6", | |
| "ZNF14", | |
| "FGF16", | |
| "TRIM44", | |
| "AQP5", | |
| "ATP6V1G3", | |
| "MBL2", | |
| "NXF3", | |
| "OR2A2", | |
| "SNORD12B", | |
| "CRISP2", | |
| "LINC00652", | |
| "INSYN2A", | |
| "DAZ4", | |
| "SUGT1P1", | |
| "STEAP4", | |
| "C2orf81", | |
| "ZNF253", | |
| "GATA2", | |
| "RRN3P2", | |
| "CDK6", | |
| "VPS4A", | |
| "ATG4B", | |
| "MYL2", | |
| "FECH", | |
| "HMG20B", | |
| "RIPK1", | |
| "TSNAX-DISC1", | |
| "SNORA2B", | |
| "MTMR9", | |
| "ELOA2", | |
| "PDZK1P1", | |
| "UBE2U", | |
| "ANKK1", | |
| "CFAP210", | |
| "OOEP", | |
| "FIGNL1", | |
| "ZNF833P", | |
| "GNG8", | |
| "MFGE8", | |
| "FAM238A", | |
| "UGT1A9", | |
| "CATSPERZ", | |
| "SENP8", | |
| "CLC", | |
| "RGS8", | |
| "FBXO24", | |
| "C17orf50", | |
| "PAQR9", | |
| "SNORA31", | |
| "SCARNA14", | |
| "EGLN1", | |
| "GAPDHS", | |
| "FLT3", | |
| "PIH1D2", | |
| "PLAC1", | |
| "CXCL2", | |
| "H2BC10", | |
| "DHRS7B", | |
| "PLIN1", | |
| "TCAM1P", | |
| "FOXI3", | |
| "GGT6", | |
| "SEPTIN9", | |
| "PARM1", | |
| "TTTY4C", | |
| "DACH2", | |
| "LOC283731", | |
| "GSTA5", | |
| "LINC00261", | |
| "RASAL1", | |
| "TCFL5", | |
| "WHR1", | |
| "BSX", | |
| "GRM8", | |
| "AWAT2", | |
| "PEX1", | |
| "SCOC", | |
| "KRTAP10-10", | |
| "MRPL42P5", | |
| "KRT12", | |
| "SNAR-H", | |
| "TUBB2A", | |
| "TRIM63", | |
| "DAP3", | |
| "TRH", | |
| "MEPE", | |
| "COG7", | |
| "TRPM2", | |
| "NPAP1", | |
| "SSX2", | |
| "NKX6-2", | |
| "CCDC77", | |
| "RCC1L", | |
| "RNASEH1", | |
| "PRKD3", | |
| "CFAP91", | |
| "TP63", | |
| "LINC02693", | |
| "UBAP2", | |
| "HTR3B", | |
| "RPS6KA5", | |
| "PRPF8", | |
| "NPRL3", | |
| "VRTN", | |
| "CYP4A11", | |
| "ZSCAN5B", | |
| "DNAH17", | |
| "TDRD1", | |
| "DMRTC1", | |
| "HBBP1", | |
| "WNT3A", | |
| "FAM201A", | |
| "RETREG1", | |
| "CGB1", | |
| "KLK10", | |
| "FAM27E5", | |
| "LINC03042", | |
| "PXYLP1", | |
| "KRTAP4-4", | |
| "GPS1", | |
| "SNORA59B", | |
| "SNORA29", | |
| "INSRR", | |
| "GYPB", | |
| "CA12", | |
| "ARRDC4", | |
| "PIGQ", | |
| "SENP1", | |
| "C4orf51", | |
| "H2AC21", | |
| "TTTY13", | |
| "SLFN13", | |
| "CETN4P", | |
| "HTR2B", | |
| "HAUS4", | |
| "BLID", | |
| "OR52D1", | |
| "AGPAT3", | |
| "RHOXF1", | |
| "SOX3", | |
| "OR12D2", | |
| "ARR3", | |
| "GDI2", | |
| "SLC5A8", | |
| "TYRO3", | |
| "PSMC3", | |
| "OR4M2", | |
| "HBQ1", | |
| "HTR1B", | |
| "UTS2B", | |
| "LRRC27", | |
| "PCDH11Y", | |
| "SPACA5", | |
| "FAM185A", | |
| "MED12L", | |
| "SDCCAG8", | |
| "SERPINB9", | |
| "INTS4P1", | |
| "PDE6C", | |
| "NUTM2A", | |
| "PRSS57", | |
| "PTPN18", | |
| "SMN2", | |
| "COPG2", | |
| "ZNF165", | |
| "PGM5P2", | |
| "SFTPB", | |
| "PCNAP1", | |
| "GNAT3", | |
| "HAUS7", | |
| "STARD6", | |
| "FOXL2", | |
| "SLC7A3", | |
| "CTRB2", | |
| "SLC25A37", | |
| "TMEM229A", | |
| "SCGB1D1", | |
| "H4C7", | |
| "SNORD97", | |
| "LOC145474", | |
| "XAGE5", | |
| "SCARNA15", | |
| "TNIK", | |
| "PRM3", | |
| "CYP19A1", | |
| "RPS4Y2", | |
| "TRARG1", | |
| "FBXW5", | |
| "IAPP", | |
| "MYL1", | |
| "DPYSL5", | |
| "NPDC1", | |
| "MIOX", | |
| "MSH4", | |
| "KLHDC8A", | |
| "AANAT", | |
| "PNLIP", | |
| "GPR37L1", | |
| "ZNF792", | |
| "ABCC12", | |
| "GUSBP1", | |
| "DEFB106A", | |
| "OR2T33", | |
| "TBR1", | |
| "ELP4", | |
| "RPL23AP7", | |
| "SAA1", | |
| "WDR86", | |
| "USP54", | |
| "HES6", | |
| "RP1", | |
| "HAPLN2", | |
| "POLD3", | |
| "GKN2", | |
| "LRRC37A2", | |
| "NPFFR2", | |
| "ZACN", | |
| "MTARC1", | |
| "SALL1", | |
| "DCC", | |
| "GARIN1A", | |
| "ZNF613", | |
| "ZNF556", | |
| "FLCN", | |
| "PRLHR", | |
| "ACVR1C", | |
| "CLEC4F", | |
| "SLC13A1", | |
| "ATP13A5", | |
| "CMA1", | |
| "TRPM3", | |
| "RNF138", | |
| "ADAMTS16", | |
| "WDR59", | |
| "SPRY2", | |
| "KDM4E", | |
| "POU3F2", | |
| "CYMP", | |
| "DCAF12L1", | |
| "C22orf15", | |
| "LITAF", | |
| "KISS1", | |
| "GTPBP1", | |
| "ZIC1", | |
| "PRR20B", | |
| "SNORA49", | |
| "GSTM2P1", | |
| "HAR1B", | |
| "MIMT1", | |
| "SLC5A10", | |
| "LIMS3-LOC440895", | |
| "H1-1", | |
| "TPSG1", | |
| "ST7L", | |
| "TNNI3K", | |
| "TMEM26", | |
| "FHAD1", | |
| "NOS1AP", | |
| "ITFG2", | |
| "H3C12", | |
| "ASPG", | |
| "LUC7L2", | |
| "OR2L1P", | |
| "RTCB", | |
| "CATSPERD", | |
| "FBXO48", | |
| "SNAR-I", | |
| "RNASE1", | |
| "ARMCX5-GPRASP2", | |
| "MEG8", | |
| "OR1J2", | |
| "KRTAP19-2", | |
| "SLC44A1", | |
| "FAM47C", | |
| "GAGE13", | |
| "C11orf40", | |
| "CPB1", | |
| "FAM136BP", | |
| "TRMT9B", | |
| "CALHM4", | |
| "CPN2", | |
| "SLC10A7", | |
| "LINC00515", | |
| "RBMY1B", | |
| "PRAC1", | |
| "DSC1", | |
| "GUSBP3", | |
| "SNAR-A13", | |
| "SNORD115-20", | |
| "CDKL3", | |
| "TULP3", | |
| "RPH3A", | |
| "OR2T29", | |
| "GIPR", | |
| "KCNJ1", | |
| "PPIL6", | |
| "ART3", | |
| "TTC16", | |
| "NUP210L", | |
| "GNRH2", | |
| "DLK1", | |
| "TSSK2", | |
| "GATA6", | |
| "CACNA1A", | |
| "PRR20C", | |
| "SNAR-B2", | |
| "PRR20D", | |
| "SNAR-C2", | |
| "SNAR-C3" | |
| ], | |
| "Coefficient": [ | |
| -3.9926982025433677, | |
| -2.3353354718251786, | |
| 2.313063312608099, | |
| -2.306260914007373, | |
| -2.2805339640094053, | |
| -2.1180532574009017, | |
| -2.053887214865043, | |
| 2.043622967100382, | |
| 2.0277447247175466, | |
| 2.0127463845883495, | |
| -1.9464626853070341, | |
| 1.9101459695530842, | |
| -1.8497678113501181, | |
| -1.7764740322110029, | |
| 1.7744147778803314, | |
| 1.7467808191102272, | |
| -1.6464514370010745, | |
| -1.6061393599976104, | |
| 1.5837126212384263, | |
| 1.565504009737656, | |
| 1.5527241671020624, | |
| 1.545931659933116, | |
| -1.516858855169306, | |
| 1.5063279940074756, | |
| 1.4351478385059993, | |
| 1.4318061310077776, | |
| -1.405247331887371, | |
| -1.4036243884324096, | |
| 1.3962171210254475, | |
| 1.388038141861341, | |
| -1.3813425341876793, | |
| -1.3594860691285717, | |
| -1.3450031649699967, | |
| 1.329005007490616, | |
| -1.2825926477187777, | |
| -1.2815457345822179, | |
| -1.2251446948909173, | |
| -1.2200459278050773, | |
| -1.2133353791982853, | |
| -1.2060281659949503, | |
| 1.2019865422129103, | |
| 1.1937512663926368, | |
| 1.1912965664861581, | |
| 1.1910332438218818, | |
| -1.1901189654833269, | |
| -1.186290924097409, | |
| 1.1724772670429715, | |
| -1.1627606777035495, | |
| 1.1416962248396352, | |
| 1.1398546945797814, | |
| -1.1345535716847204, | |
| -1.134005543996045, | |
| -1.1334596256504699, | |
| -1.1229807547401505, | |
| -1.1188985572908325, | |
| -1.1036243296005739, | |
| -1.101780980111405, | |
| 1.099515558182064, | |
| 1.0989644548459072, | |
| 1.0940957800747433, | |
| 1.0929424295429315, | |
| -1.0863253130369321, | |
| 1.0821634215266083, | |
| 1.0689088659009893, | |
| 1.066934924298737, | |
| 1.0666869394647445, | |
| -1.0649487921277858, | |
| -1.0641030968389475, | |
| -1.0610176455472873, | |
| 1.0539127923113285, | |
| -1.0489188995724121, | |
| -1.0470516465729356, | |
| -1.0403811797762204, | |
| 1.0351182851492, | |
| -1.0237565251444287, | |
| 1.0204435917007966, | |
| 1.0167706139020314, | |
| -0.9843042200890064, | |
| -0.9692832311955629, | |
| 0.9670221848413424, | |
| 0.9573371082452444, | |
| -0.9568247508306905, | |
| -0.9505994818795003, | |
| -0.9499882781807362, | |
| -0.9468191114721413, | |
| -0.9386346532527977, | |
| 0.9358304892239774, | |
| -0.9326529241816305, | |
| -0.9325337111944423, | |
| 0.9136543444926868, | |
| 0.9063309978883298, | |
| -0.9051540501765238, | |
| -0.8880090224769608, | |
| -0.8849472774032145, | |
| 0.8788605140432489, | |
| -0.8753342547094084, | |
| 0.8632353332104538, | |
| 0.8578787420728613, | |
| -0.8461317667624837, | |
| 0.8448656755303062, | |
| -0.8370358760187167, | |
| 0.8357730026828082, | |
| -0.8349162282880828, | |
| -0.8217451341718678, | |
| 0.8149645507323315, | |
| -0.814640603530156, | |
| 0.8098954414210007, | |
| 0.8023056443858402, | |
| 0.8005964149014994, | |
| 0.793295851676156, | |
| 0.7880516463475827, | |
| -0.7828304679082176, | |
| -0.7815321543272646, | |
| 0.7801755050002022, | |
| 0.7794565298046088, | |
| -0.7789182464137644, | |
| 0.7789127837026079, | |
| -0.7771289665723261, | |
| -0.7714110876888668, | |
| 0.7713392876413478, | |
| 0.7674043654686434, | |
| -0.7574728599221356, | |
| 0.7495864834006609, | |
| 0.7383042617371208, | |
| -0.7344717300145395, | |
| 0.73050610758578, | |
| -0.721956070983572, | |
| -0.7208657823236957, | |
| -0.7179950183768566, | |
| -0.7177194194056885, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 92.66666666666667, | |
| "precision": 92.84325627448447, | |
| "recall": 99.76190476190476, | |
| "f1": 96.16587050127711 | |
| }, | |
| "selection": { | |
| "precision": 0.08527835800563073, | |
| "recall": 2.2222222222222223, | |
| "f1": 0.16424787109490158, | |
| "jaccard": 0.08229304103657091 | |
| } | |
| } | |
| } |