| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "tAKR", | |
| "C9orf128", | |
| "AMN", | |
| "COX6A2", | |
| "GPX6", | |
| "C14orf180", | |
| "NCRNA00111", | |
| "NLRP9", | |
| "LOC148709", | |
| "LOC401463", | |
| "GP6", | |
| "PLA2G1B", | |
| "PNMT", | |
| "PLA2G4D", | |
| "USP26", | |
| "C10orf71", | |
| "BID", | |
| "TUFT1", | |
| "OR4D2", | |
| "MT1B", | |
| "POU4F3", | |
| "C12orf71", | |
| "C8orf39", | |
| "GJA10", | |
| "USP17L6P", | |
| "GTF2IRD2B", | |
| "POM121L2", | |
| "GSTZ1", | |
| "OR6K2", | |
| "SLC1A5", | |
| "RHBG", | |
| "EFHB", | |
| "PIP5K1P1", | |
| "KLRF1", | |
| "HIST1H2AK", | |
| "RPL29P2", | |
| "PCDHGB7", | |
| "CCBL2", | |
| "LOC653501", | |
| "MCOLN3", | |
| "PRG1", | |
| "OR2T29", | |
| "PPP1R15B", | |
| "HBG2", | |
| "FAM83A", | |
| "RDH8", | |
| "C14orf39", | |
| "SNORA75", | |
| "PCDHA7", | |
| "ACP1", | |
| "DHRS4L2", | |
| "PCDHGB1", | |
| "SNORD9", | |
| "BCYRN1", | |
| "PCDHB8", | |
| "INSL4", | |
| "C1QTNF3", | |
| "CPAMD8", | |
| "KRTAP10-6", | |
| "C1QTNF9", | |
| "MT4", | |
| "UTS2D", | |
| "TMEM225", | |
| "DAB1", | |
| "UGT2B11", | |
| "ASTL", | |
| "OR6T1", | |
| "RNF113B", | |
| "USP17L2", | |
| "PISRT1", | |
| "IL23R", | |
| "SLC22A12", | |
| "DEFB110", | |
| "EIF3M", | |
| "SBSN", | |
| "LOC100192426", | |
| "PRSS37", | |
| "KCNU1", | |
| "KRTAP6-3", | |
| "PRINS", | |
| "OR10W1", | |
| "DEFB134", | |
| "PRAMEF1", | |
| "KCNJ14", | |
| "TAS2R41", | |
| "NHEDC2", | |
| "FCRL2", | |
| "TSPAN19", | |
| "OSTCL", | |
| "OR52A4", | |
| "PRSS33", | |
| "FBXO47", | |
| "OR4F17", | |
| "C17orf88", | |
| "LOC340074", | |
| "MC3R", | |
| "TMED6", | |
| "BANF2", | |
| "SNAR-G1", | |
| "ADAM18", | |
| "SENP5", | |
| "HOXB1", | |
| "OR2T4", | |
| "CLDN8", | |
| "NEDD4", | |
| "SNAR-D", | |
| "GPR111", | |
| "FAM58B", | |
| "FAM71B", | |
| "IDO2", | |
| "C13orf28", | |
| "SEL1L3", | |
| "MGLL", | |
| "EEF1E1", | |
| "SP9", | |
| "CGB8", | |
| "METT5D1", | |
| "C14orf178", | |
| "PCDHA8", | |
| "MMACHC", | |
| "ZNF595", | |
| "NARF", | |
| "IFITM4P", | |
| "ALS2CR11", | |
| "C15orf5", | |
| "FLJ40434", | |
| "LOC285627", | |
| "KRTAP13-4", | |
| "TRIM32", | |
| "NHEDC1", | |
| "FAM92A3", | |
| "?|728603", | |
| "SNORA31", | |
| "LCE3C", | |
| "CALCR", | |
| "OR51G1", | |
| "BPY2", | |
| "CST4", | |
| "MRGPRF", | |
| "SIX6", | |
| "PAR1", | |
| "HEPACAM2", | |
| "ADAMTSL5", | |
| "C2orf27B", | |
| "LOC284661", | |
| "LOC644145", | |
| "PCDHA12", | |
| "SLC5A1", | |
| "LOC645166", | |
| "FAM169B", | |
| "CSTL1", | |
| "PRAMEF8", | |
| "NPVF", | |
| "POLR2J2", | |
| "TMEM14E", | |
| "PCDHA2", | |
| "HDAC8", | |
| "CLEC12B", | |
| "MDM2", | |
| "SLC5A8", | |
| "RARG", | |
| "C20orf79", | |
| "HAL", | |
| "TPTE", | |
| "MGC3771", | |
| "MRGPRX3", | |
| "FTSJ3", | |
| "RNF126P1", | |
| "C9orf57", | |
| "TTTY9B", | |
| "TMEM211", | |
| "HMGN3", | |
| "LSM6", | |
| "SGPP2", | |
| "TMEM105", | |
| "OR2V2", | |
| "PXMP4", | |
| "CLRN2", | |
| "LECT1", | |
| "HBA1", | |
| "OCM2", | |
| "PCDHGB4", | |
| "CAGE1", | |
| "ACPT", | |
| "FLJ43950", | |
| "TRIM31", | |
| "PCDHA13", | |
| "IRX1", | |
| "OR10H3", | |
| "PCDHB4", | |
| "RTL1", | |
| "PROP1", | |
| "OR5B21", | |
| "DDC", | |
| "C15orf43", | |
| "ERVFRDE1", | |
| "TMPRSS4", | |
| "C11orf64", | |
| "OR2AG2", | |
| "CCL28", | |
| "ALPI", | |
| "KCNH2", | |
| "SYCE1L", | |
| "CARD10", | |
| "OR1M1", | |
| "CCDC89", | |
| "S100A7", | |
| "RRH", | |
| "DEFB129", | |
| "TAS2R43", | |
| "GBP3", | |
| "OR2L8", | |
| "CTSG", | |
| "WHAMML1", | |
| "SLC5A5", | |
| "OR7G2", | |
| "OR52B2", | |
| "AKR1CL1", | |
| "AKAP4", | |
| "CRY1", | |
| "ERAP1", | |
| "OR8B2", | |
| "CCDC58", | |
| "GLRA4", | |
| "TULP2", | |
| "LOC388946", | |
| "TCEB3C", | |
| "IRGM", | |
| "PKD2L2", | |
| "FMO2", | |
| "MRGPRD", | |
| "CHRNB3", | |
| "KRTAP6-2", | |
| "ANKS4B", | |
| "NCRNA00169", | |
| "TSNAX-DISC1", | |
| "FHIT", | |
| "GCG", | |
| "IFT74", | |
| "SPATA16", | |
| "LOC651250", | |
| "F2", | |
| "C13orf39", | |
| "OR52E4", | |
| "CES7", | |
| "DAZ1", | |
| "SLC22A24", | |
| "CT47A9", | |
| "SLC6A19", | |
| "OR5K1", | |
| "SCARNA9", | |
| "KRT76", | |
| "CRCT1", | |
| "CT45A4", | |
| "CCL22", | |
| "LOC29034", | |
| "HSD3B1", | |
| "FLG2", | |
| "PCDH8", | |
| "NOBOX", | |
| "C15orf53", | |
| "ODF4", | |
| "SNHG4", | |
| "NR4A3", | |
| "FABP2", | |
| "PPY2", | |
| "CSNK1A1P", | |
| "C11orf34", | |
| "PAX9", | |
| "CCDC144NL", | |
| "PNLDC1", | |
| "NPC1L1", | |
| "CES4", | |
| "SI", | |
| "ADIPOQ", | |
| "IFNA8", | |
| "ARID3C", | |
| "LGALS4", | |
| "FLJ34503", | |
| "SAMD13", | |
| "OR10G4", | |
| "VENTXP7", | |
| "KRTAP20-4", | |
| "OR8H1", | |
| "PRO0611", | |
| "WIT1", | |
| "LCE1B", | |
| "OR7E91P", | |
| "ENAM", | |
| "LOC650293", | |
| "HAUS3", | |
| "MOV10L1", | |
| "RPS28", | |
| "LNX1", | |
| "C1orf49", | |
| "TSPY1", | |
| "ZFP112", | |
| "TAS2R7", | |
| "MEP1A", | |
| "PPP4R1L", | |
| "C11orf40", | |
| "FMR1NB", | |
| "SPANXN3", | |
| "CCDC79", | |
| "HNRNPCL1", | |
| "OR13D1", | |
| "FCRLA", | |
| "GOT1L1", | |
| "GHRH", | |
| "DUSP21", | |
| "RP1", | |
| "FANCF", | |
| "GNLY", | |
| "OR4S1", | |
| "C8orf74", | |
| "WFDC6", | |
| "LOC732275", | |
| "CYP1A2", | |
| "HIST1H2AA", | |
| "CSF2", | |
| "NLRC3", | |
| "PRICKLE1", | |
| "TMEM30C", | |
| "CRISP1", | |
| "CXorf48", | |
| "FAM151A", | |
| "SNORA1", | |
| "OBP2A", | |
| "OR6V1", | |
| "NPPC", | |
| "SLC35F4", | |
| "CXorf30", | |
| "TMED7-TICAM2", | |
| "C12orf74", | |
| "TTLL8", | |
| "AMZ2P1", | |
| "OR10G3", | |
| "REG3A", | |
| "LOC100128023", | |
| "PTCHD3", | |
| "RWDD2B", | |
| "SLC39A5", | |
| "TMEM212", | |
| "LOC149620", | |
| "NCRNA00203", | |
| "LOC253039", | |
| "TRIM77", | |
| "SAG", | |
| "OR2A1", | |
| "SPANXN4", | |
| "SSX1", | |
| "OOEP", | |
| "SPACA4", | |
| "LOC221122", | |
| "VENTXP1", | |
| "LOC652276", | |
| "PGK2", | |
| "PRSS48", | |
| "ARL17A", | |
| "PPIAL4B", | |
| "CLDN3", | |
| "PSG8", | |
| "EPB42", | |
| "C19orf75", | |
| "TMEM123", | |
| "INTU", | |
| "FIBIN", | |
| "ACCSL", | |
| "OR52N4", | |
| "OR11L1", | |
| "CTAG1B", | |
| "FSD2", | |
| "KRT82", | |
| "ANKRD33", | |
| "NFKBID", | |
| "TMEM95", | |
| "SPRR2C", | |
| "FXN", | |
| "KDM1B", | |
| "OR4D11", | |
| "DMRTA1", | |
| "EML6", | |
| "OR9A2", | |
| "UGT2B28", | |
| "C7orf28A", | |
| "S100G", | |
| "PEX5", | |
| "FAM66E", | |
| "LELP1", | |
| "OR6B1", | |
| "DEFB109P1B", | |
| "FOXB2", | |
| "CDRT15", | |
| "LCE2D", | |
| "OR1S2", | |
| "ZNF560", | |
| "TMCO5A", | |
| "LDHC", | |
| "CST8", | |
| "FAM48B2", | |
| "PZP", | |
| "FAM75A5", | |
| "CCDC125", | |
| "PCP2", | |
| "LOC150185", | |
| "SMEK3P", | |
| "OR52N2", | |
| "DEFB115", | |
| "ANO2", | |
| "FAM25B", | |
| "LOC100132354", | |
| "CALML6", | |
| "SLC22A8", | |
| "OR5P3", | |
| "TREX2", | |
| "OVCH2", | |
| "LOC100271722", | |
| "PRAME", | |
| "FSHR", | |
| "PLA2G2C", | |
| "NXF2B", | |
| "LRRC31", | |
| "GRK7", | |
| "ALPP", | |
| "KRTAP19-4", | |
| "ZNF324B", | |
| "SCARA3", | |
| "TRIM42", | |
| "C19orf71", | |
| "PRAMEF10", | |
| "DPP7", | |
| "FAM86D", | |
| "PAGE2", | |
| "C6orf162", | |
| "IL21", | |
| "TRPA1", | |
| "KC6", | |
| "PCDHB3", | |
| "CDKL4", | |
| "OR10H1", | |
| "ASB18", | |
| "DOCK1", | |
| "FFAR3", | |
| "C1orf227", | |
| "FABP12", | |
| "F11", | |
| "APLNR", | |
| "CHMP1A", | |
| "DHRS4", | |
| "CCDC158", | |
| "GJA3", | |
| "MEP1B", | |
| "INTS3", | |
| "SLC25A1", | |
| "RPL10L", | |
| "SLC38A4", | |
| "OR2S2", | |
| "TUBB8", | |
| "ARHGEF38", | |
| "STK31", | |
| "GLRA1", | |
| "OR51V1", | |
| "PSKH2", | |
| "SNORA47", | |
| "OR2C3", | |
| "PCDHB17", | |
| "P2RX6P", | |
| "ZNHIT2", | |
| "PTH2", | |
| "KRT37", | |
| "LOC93432", | |
| "OR2A2", | |
| "ANGPTL3", | |
| "SPRR2F", | |
| "FAM55A", | |
| "NINL", | |
| "KIR2DL1", | |
| "CRYBA1", | |
| "HIST1H4J", | |
| "ANKRD45", | |
| "FAM83C", | |
| "AICDA", | |
| "PATE3", | |
| "PRAMEF2", | |
| "OR4S2", | |
| "LCE6A", | |
| "RNASE11", | |
| "C21orf56", | |
| "KRTAP3-2", | |
| "OR8A1", | |
| "LOC100128573", | |
| "GTF2H2", | |
| "DCD", | |
| "PI4KAP2", | |
| "PRDM14", | |
| "SPINK2", | |
| "SVEP1", | |
| "CSPG4PY2", | |
| "SIRPD", | |
| "OR51T1", | |
| "CSRP2", | |
| "LOC643486", | |
| "TBC1D29", | |
| "SUMO4", | |
| "ZNF280A", | |
| "SDHAP2", | |
| "PRKAB1", | |
| "SPAG11A", | |
| "CST5", | |
| "OR5AK2", | |
| "PLCZ1", | |
| "ZNF280D", | |
| "SERPINA10", | |
| "HTR2B", | |
| "CCT8L2", | |
| "OR10G2", | |
| "TRIM64", | |
| "FSCN3", | |
| "LOC441204", | |
| "SNORA30", | |
| "FMNL3", | |
| "LOC727677", | |
| "OR2L1P", | |
| "LCE2C", | |
| "SPRR4", | |
| "SLC16A14", | |
| "OR4F29", | |
| "NOMO2", | |
| "RBP5", | |
| "PROCA1", | |
| "OR2L2", | |
| "GFRAL", | |
| "NOX5", | |
| "CLCN1", | |
| "AP3S2", | |
| "GOLGA8DP", | |
| "MLNR", | |
| "FAM136B", | |
| "MRGPRG", | |
| "C4orf35", | |
| "FOXN1", | |
| "OR2B3", | |
| "OR51B6", | |
| "CSHL1", | |
| "CCL16", | |
| "SNAR-G2", | |
| "OR10H4", | |
| "OR8U1", | |
| "CATSPER3", | |
| "UGT1A8", | |
| "AQP10", | |
| "PRY2", | |
| "INSL6", | |
| "ADH6", | |
| "PRR23B", | |
| "KRTAP3-1", | |
| "IL13RA2", | |
| "CXorf27", | |
| "PCDHGA5", | |
| "FAM47A", | |
| "TEKT4", | |
| "FGB", | |
| "BICC1", | |
| "FAM21B", | |
| "SLC22A16", | |
| "OR11H12", | |
| "FAIM3", | |
| "MSTO2P", | |
| "OR13C2", | |
| "HSFX1", | |
| "RNASE7", | |
| "MAS1" | |
| ], | |
| "Coefficient": [ | |
| -0.8784512204339421, | |
| 0.7548609687533095, | |
| 0.7392966804578793, | |
| 0.6622867528417509, | |
| -0.5963500127770262, | |
| -0.585724053495009, | |
| -0.5772778924625955, | |
| 0.5763444072490481, | |
| -0.5522088530107319, | |
| -0.5415889990932417, | |
| -0.5024588828430759, | |
| 0.4873994647394639, | |
| 0.4708557449272284, | |
| -0.45525719476525395, | |
| -0.45025100175438654, | |
| -0.44745359049941547, | |
| 0.44569536490502776, | |
| -0.4334154717111465, | |
| -0.42473374582913687, | |
| 0.4216632661961696, | |
| 0.4195754531322101, | |
| -0.41607769562922464, | |
| -0.409681710678452, | |
| 0.4048228475025342, | |
| 0.4046671691776306, | |
| -0.4040086308655733, | |
| 0.40125382815496247, | |
| 0.40035282826771157, | |
| 0.39911331106756887, | |
| -0.3974301041279168, | |
| 0.39529994717635925, | |
| 0.3947729996180026, | |
| 0.3904682194166853, | |
| 0.3870193458129584, | |
| 0.38691434356654303, | |
| 0.38564208062300087, | |
| 0.3835868320984418, | |
| 0.3835257471952507, | |
| 0.3814400440269726, | |
| -0.36346815035815583, | |
| -0.36343722529047856, | |
| 0.36312214525077113, | |
| 0.36124650610125103, | |
| 0.3596149202463501, | |
| 0.3558659724171004, | |
| -0.3556553491476049, | |
| 0.3526113242655531, | |
| -0.3523870623022083, | |
| 0.3464576211311582, | |
| 0.34236277061278, | |
| -0.33918952760396853, | |
| -0.33835243831186845, | |
| 0.33567019178112345, | |
| 0.3328298350891145, | |
| 0.32908258237098, | |
| 0.3250402923876909, | |
| 0.3216391188266172, | |
| 0.3185283909757208, | |
| -0.3101744732748198, | |
| 0.30637013548843617, | |
| 0.3053487925312433, | |
| -0.3051040221404307, | |
| 0.29840341499872136, | |
| -0.2920328000385384, | |
| 0.29174192587888576, | |
| -0.2869115739362501, | |
| 0.2859013217466842, | |
| 0.28544092400026455, | |
| -0.2832919517150297, | |
| 0.2818337872820393, | |
| -0.2764406574401723, | |
| 0.2763748691086967, | |
| -0.2763306932830723, | |
| -0.27124762453995005, | |
| -0.2701759795086111, | |
| 0.2687419970275885, | |
| -0.26637379099781733, | |
| -0.2658159455085635, | |
| -0.265118714654183, | |
| 0.26450699125761884, | |
| 0.26378156715598833, | |
| -0.26213154587649706, | |
| -0.26029407000455673, | |
| -0.2561046357864293, | |
| 0.2546077412371411, | |
| 0.2532884093906932, | |
| -0.25104187209785184, | |
| 0.24917378493288428, | |
| 0.24466577103729784, | |
| 0.2436073073755655, | |
| 0.2433224196333425, | |
| 0.24289931724862868, | |
| -0.24245565777546407, | |
| 0.2424102459608997, | |
| 0.24223402801773927, | |
| -0.24111342158585838, | |
| 0.239660446042574, | |
| -0.23955517558236616, | |
| 0.2393678585507461, | |
| 0.23889334026682627, | |
| -0.23809938815164167, | |
| 0.23676333631835955, | |
| 0.2363660715358239, | |
| -0.23506626468525793, | |
| 0.2334660913044623, | |
| 0.2319853514315385, | |
| -0.23183980396644355, | |
| 0.23174111287399737, | |
| 0.23087899702144385, | |
| -0.23070081102169138, | |
| -0.23047388520896064, | |
| 0.23011053340886833, | |
| 0.22946722327007543, | |
| -0.22860102713157057, | |
| -0.2281815942102862, | |
| -0.22783603050310305, | |
| -0.22608709736851668, | |
| 0.22576554730392676, | |
| -0.22541993659421355, | |
| 0.22529873141689621, | |
| 0.22514393060579407, | |
| -0.2249953782925426, | |
| 0.22471316469304825, | |
| 0.2234443078017561, | |
| -0.22283583944993798, | |
| 0.2218530818783531, | |
| 0.22119427638450143, | |
| 0.22050690648717666, | |
| 0.21790943594097387, | |
| 0.21757587211674645, | |
| 0.21751502321077187, | |
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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": 0.5821571835181145, | |
| "recall": 1.4893617021276593, | |
| "f1": 0.8370974732830613, | |
| "jaccard": 0.4215206783608279 | |
| } | |
| } | |
| } |