| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AMN", | |
| "tAKR", | |
| "C9orf128", | |
| "C14orf180", | |
| "BID", | |
| "COX6A2", | |
| "NLRP9", | |
| "GPX6", | |
| "PLA2G1B", | |
| "PCDHGB1", | |
| "NCRNA00111", | |
| "CCBL2", | |
| "MT1B", | |
| "GTF2IRD2B", | |
| "ASTL", | |
| "FAM83A", | |
| "LOC148709", | |
| "USP17L6P", | |
| "C12orf71", | |
| "KLRF1", | |
| "GP6", | |
| "OR2T29", | |
| "POU4F3", | |
| "EFHB", | |
| "PNMT", | |
| "ACP1", | |
| "RHBG", | |
| "OR4D2", | |
| "LOC401463", | |
| "SNORD9", | |
| "SPATA16", | |
| "OR6K2", | |
| "NEDD4", | |
| "SP9", | |
| "NHEDC1", | |
| "PCDHA7", | |
| "BCYRN1", | |
| "C14orf39", | |
| "SLC1A5", | |
| "IL23R", | |
| "PPP1R15B", | |
| "HBG2", | |
| "SNORA75", | |
| "C10orf71", | |
| "MMACHC", | |
| "EIF3M", | |
| "POM121L2", | |
| "LOC29034", | |
| "MT4", | |
| "RPL29P2", | |
| "OR2T4", | |
| "KRTAP13-4", | |
| "CPAMD8", | |
| "UTS2D", | |
| "PCDHB8", | |
| "OR6T1", | |
| "INSL4", | |
| "EEF1E1", | |
| "EXOSC6", | |
| "OR4F17", | |
| "TMEM105", | |
| "ERAP1", | |
| "HIST1H2AK", | |
| "GJA10", | |
| "PCDHGB7", | |
| "NHEDC2", | |
| "LOC653501", | |
| "FLJ40434", | |
| "IFITM4P", | |
| "LOC100192426", | |
| "OR7G2", | |
| "DEFB110", | |
| "C20orf79", | |
| "SEL1L3", | |
| "RNF113B", | |
| "TMPRSS4", | |
| "LOC100132354", | |
| "CLDN3", | |
| "PRG1", | |
| "FCRL2", | |
| "SENP5", | |
| "CLEC12B", | |
| "PIP5K1P1", | |
| "SDHAP2", | |
| "SNHG4", | |
| "SLC6A19", | |
| "WHAMML1", | |
| "GPR111", | |
| "PRICKLE1", | |
| "OCM2", | |
| "PRINS", | |
| "KRTAP10-6", | |
| "MGLL", | |
| "CCDC144NL", | |
| "OR13D1", | |
| "MC3R", | |
| "POLR2J2", | |
| "PCDHB4", | |
| "OR7E91P", | |
| "OR10W1", | |
| "C1QTNF3", | |
| "VENTXP7", | |
| "RNF126P1", | |
| "NOMO2", | |
| "MEP1A", | |
| "RDH8", | |
| "C17orf88", | |
| "DEFB134", | |
| "MDM2", | |
| "HEPACAM2", | |
| "C1orf49", | |
| "SCARNA9", | |
| "HMGN3", | |
| "OR52B2", | |
| "OR2AG2", | |
| "PCDHA12", | |
| "F11", | |
| "GCG", | |
| "FBXO47", | |
| "CARD10", | |
| "PLA2G4D", | |
| "OSTCL", | |
| "KRTAP6-3", | |
| "MAS1", | |
| "FABP2", | |
| "C8orf74", | |
| "DHRS4L2", | |
| "PCDHA13", | |
| "USP26", | |
| "CT47A9", | |
| "LOC91948", | |
| "KRTAP20-4", | |
| "WFDC6", | |
| "HOXB1", | |
| "KERA", | |
| "CES4", | |
| "CRYBA1", | |
| "SLC5A8", | |
| "GOT1L1", | |
| "CLDN8", | |
| "LSM6", | |
| "CXorf30", | |
| "HIST1H3H", | |
| "PRSS33", | |
| "OR51G1", | |
| "C11orf64", | |
| "DEFB109P1B", | |
| "ERVFRDE1", | |
| "PISRT1", | |
| "ALS2CR11", | |
| "FLJ43950", | |
| "IFT74", | |
| "SIX6", | |
| "SLC22A16", | |
| "KRTAP6-2", | |
| "C1QTNF9", | |
| "TMEM14E", | |
| "INTU", | |
| "C6orf222", | |
| "KRT8", | |
| "OR1B1", | |
| "PKD2L2", | |
| "TRIM31", | |
| "SBSN", | |
| "PTH2", | |
| "NCRNA00169", | |
| "DAZ1", | |
| "C13orf39", | |
| "PXMP4", | |
| "S100A7", | |
| "OR8B2", | |
| "PLA2G2C", | |
| "C8orf39", | |
| "FAM25B", | |
| "LOC285627", | |
| "FAM182B", | |
| "F2", | |
| "LOC644145", | |
| "PCDHGB4", | |
| "PCDHA2", | |
| "C13orf28", | |
| "CLPS", | |
| "CGB8", | |
| "SLC16A14", | |
| "OR2V2", | |
| "NR4A3", | |
| "LRRC31", | |
| "PRAMEF8", | |
| "BPY2", | |
| "ANO2", | |
| "KRT76", | |
| "C15orf43", | |
| "ACCSL", | |
| "IL13RA2", | |
| "PLCZ1", | |
| "TSPAN19", | |
| "MRGPRF", | |
| "NPC1L1", | |
| "CCDC89", | |
| "OR6B1", | |
| "GLRA4", | |
| "EPB42", | |
| "FAM71B", | |
| "PRAMEF1", | |
| "OR10H3", | |
| "ADAM18", | |
| "OOEP", | |
| "C14orf178", | |
| "FAM169B", | |
| "TUFT1", | |
| "KRTAP10-8", | |
| "LOC340074", | |
| "TREX2", | |
| "OR52J3", | |
| "OR2L8", | |
| "OR51V1", | |
| "KRT82", | |
| "OR52N2", | |
| "APOD", | |
| "FHIT", | |
| "MLNR", | |
| "BANF2", | |
| "TMEM225", | |
| "PROP1", | |
| "TMEM95", | |
| "OR10G3", | |
| "FMR1NB", | |
| "LOC284661", | |
| "ARL17A", | |
| "RWDD2B", | |
| "C11orf34", | |
| "BRD7P3", | |
| "HSD3B1", | |
| "SPACA4", | |
| "TAS2R43", | |
| "OR4D11", | |
| "NPVF", | |
| "KCNU1", | |
| "OR2A2", | |
| "OR10H4", | |
| "SCGB3A1", | |
| "CTSG", | |
| "TRIM42", | |
| "GRK7", | |
| "ALPP", | |
| "CCT8L2", | |
| "OR5K1", | |
| "KRT37", | |
| "SLC5A1", | |
| "TTTY9B", | |
| "SI", | |
| "DEFB129", | |
| "CAGE1", | |
| "USP17L2", | |
| "MCOLN3", | |
| "OR3A2", | |
| "OR5B21", | |
| "RP1", | |
| "OR7C1", | |
| "IFNA8", | |
| "SPINK2", | |
| "KRTAP19-4", | |
| "SPANXN3", | |
| "TUBB8", | |
| "AQP10", | |
| "PAGE2", | |
| "IL26", | |
| "VENTXP1", | |
| "PI4KAP2", | |
| "RPS28", | |
| "MEP1B", | |
| "GPR119", | |
| "FAM136B", | |
| "PGK2", | |
| "FAM47A", | |
| "STK31", | |
| "TAS2R41", | |
| "TMEM30C", | |
| "CHRNB3", | |
| "AMZ2P1", | |
| "ENAM", | |
| "FAM58B", | |
| "PPY2", | |
| "OR14J1", | |
| "PNLDC1", | |
| "GSTZ1", | |
| "SNAR-D", | |
| "ADAMTSL5", | |
| "ANKRD45", | |
| "PSG8", | |
| "OR1S2", | |
| "CTAG1B", | |
| "ABCC4", | |
| "ZNF595", | |
| "ALPI", | |
| "UBE2NL", | |
| "TMED6", | |
| "SLC5A5", | |
| "TSPY1", | |
| "KRT20", | |
| "C2orf27B", | |
| "ADIPOQ", | |
| "HDAC8", | |
| "EIF4E2", | |
| "INSL6", | |
| "CSTL1", | |
| "OR10G4", | |
| "ACPT", | |
| "TEKT4", | |
| "SH3D19", | |
| "IRX1", | |
| "KCNH2", | |
| "C4orf11", | |
| "NLRC3", | |
| "FANCF", | |
| "SLC22A24", | |
| "HIST1H2AA", | |
| "LELP1", | |
| "MAGEE2", | |
| "OBP2A", | |
| "ALX1", | |
| "LOC285419", | |
| "SNHG8", | |
| "FGF10", | |
| "PRL", | |
| "NPPC", | |
| "LCE2D", | |
| "LOC388946", | |
| "TULP2", | |
| "C15orf5", | |
| "DUSP21", | |
| "MRGPRD", | |
| "C9orf57", | |
| "PRKAB1", | |
| "SLC22A8", | |
| "C11orf40", | |
| "ZNHIT2", | |
| "C14orf165", | |
| "RNASE7", | |
| "LOC731779", | |
| "CSHL1", | |
| "FLJ34503", | |
| "OR4S1", | |
| "LCE6A", | |
| "SNTN", | |
| "CDKL4", | |
| "PRSS37", | |
| "LOC100128023", | |
| "OR10G2", | |
| "NCRNA00203", | |
| "TTLL8", | |
| "LGALS4", | |
| "AKAP4", | |
| "UBQLN3", | |
| "CLRN2", | |
| "CYP1A2", | |
| "OR13A1", | |
| "NOBOX", | |
| "FAM92A3", | |
| "HBA1", | |
| "TMCO5A", | |
| "AICDA", | |
| "PSKH2", | |
| "SSX6", | |
| "SGPP2", | |
| "HPVC1", | |
| "CRISP1", | |
| "PLAC1L", | |
| "NOX5", | |
| "TIMP2", | |
| "SYCE1L", | |
| "CRCT1", | |
| "GOLGA8DP", | |
| "FAM48B2", | |
| "FMNL3", | |
| "HLA-G", | |
| "LOC440354", | |
| "OR51B6", | |
| "CXorf27", | |
| "ZACN", | |
| "CYP51A1", | |
| "CCDC158", | |
| "OR9Q2", | |
| "LOC93432", | |
| "LDHC", | |
| "C11orf21", | |
| "C19orf71", | |
| "ACER1", | |
| "BET3L", | |
| "MC5R", | |
| "MRGPRX3", | |
| "GLRA1", | |
| "RPL9", | |
| "OR1K1", | |
| "OR8G2", | |
| "STARD6", | |
| "C20orf173", | |
| "SNORA30", | |
| "CCDC125", | |
| "ZNF560", | |
| "DAB1", | |
| "NFKBID", | |
| "CST4", | |
| "OR11H12", | |
| "KIR2DL1", | |
| "SLC22A12", | |
| "NINL", | |
| "CST9L", | |
| "SCGB1C1", | |
| "SNORA31", | |
| "MOV10L1", | |
| "SLC35F4", | |
| "ACADL", | |
| "PAR1", | |
| "IFNE", | |
| "TCEB3C", | |
| "EGOT", | |
| "PCDHA8", | |
| "FAM83C", | |
| "C6orf176", | |
| "SLCO1B3", | |
| "FMO2", | |
| "OR2A1", | |
| "SLC15A1", | |
| "LOC344967", | |
| "TOX2", | |
| "PRR23B", | |
| "PCOTH", | |
| "SLC25A1", | |
| "C4orf35", | |
| "ESPNP", | |
| "GMEB2", | |
| "GDEP", | |
| "CDRT15", | |
| "CXorf48", | |
| "KRTAP19-1", | |
| "CCDC58", | |
| "C1orf170", | |
| "ZNF280A", | |
| "RIBC2", | |
| "SERPINE3", | |
| "OR51F1", | |
| "ARID3C", | |
| "OR1M1", | |
| "C17orf54", | |
| "FAM21B", | |
| "IL17C", | |
| "HAL", | |
| "RPS27", | |
| "CCDC79", | |
| "GNA14", | |
| "FOXN1", | |
| "CFHR5", | |
| "CT45A4", | |
| "OR5P3", | |
| "FFAR3", | |
| "GP9", | |
| "C14orf167", | |
| "LOC221122", | |
| "PRR5", | |
| "FAM86D", | |
| "ALOX15B", | |
| "BMP15", | |
| "WDR53", | |
| "TMPRSS12", | |
| "FAM151A", | |
| "INTS3", | |
| "LOC100128573", | |
| "SNAR-G1", | |
| "PLA2G4E", | |
| "RTL1", | |
| "KRTAP3-1", | |
| "OR6V1", | |
| "TRH", | |
| "TGM7", | |
| "OR10J1", | |
| "TRIM77", | |
| "PCDHB17", | |
| "CLDN18", | |
| "FXN", | |
| "CCL28", | |
| "PAX1", | |
| "ACSM2A", | |
| "CEACAM18", | |
| "SPRR2C", | |
| "HSFX1", | |
| "WIT1", | |
| "PPEF2", | |
| "CLCN1", | |
| "RNASE11", | |
| "CCDC63", | |
| "OR8U1", | |
| "DMRTC2", | |
| "LOC400927", | |
| "LCE3C", | |
| "TNFRSF8", | |
| "SUN5", | |
| "FAM66E", | |
| "FAM55A", | |
| "C14orf184", | |
| "STAG3L2", | |
| "CATSPER3", | |
| "RARG", | |
| "LOC253039", | |
| "SLC39A5", | |
| "LOC643486", | |
| "CES7", | |
| "ODF4", | |
| "CLCNKB", | |
| "LOC652276", | |
| "TSNAX-DISC1", | |
| "LOC727677", | |
| "CEP76", | |
| "SPACA1", | |
| "SAMD13", | |
| "TRIM64", | |
| "FTSJ3", | |
| "GSTTP2", | |
| "CRY1", | |
| "ACSM4", | |
| "C15orf32", | |
| "SNAR-E", | |
| "PEX5", | |
| "KLHL38", | |
| "RSPO1", | |
| "SAG", | |
| "CCR9", | |
| "OR52E4", | |
| "METT5D1", | |
| "PAX9", | |
| "GRHL2", | |
| "TMIGD1", | |
| "LOC149620", | |
| "KIAA0408", | |
| "LOC100286793", | |
| "FOLR3", | |
| "C6orf221", | |
| "TTTY23", | |
| "C7orf28A", | |
| "C14orf143", | |
| "HAND1", | |
| "CSH1", | |
| "OR6X1", | |
| "ZNF492", | |
| "PRR4", | |
| "XAGE3", | |
| "DCDC2B", | |
| "B3GNT6", | |
| "MAGEA8", | |
| "OR13C5", | |
| "OR11H6", | |
| "UCA1", | |
| "IDO2", | |
| "OR2B3", | |
| "C16orf11", | |
| "MGC3771", | |
| "RRH", | |
| "ASZ1", | |
| "LCE1B", | |
| "OR51G2", | |
| "PRDM14", | |
| "LOC653113", | |
| "IGFL1", | |
| "CGB", | |
| "PPP4R1L", | |
| "SNORA36A", | |
| "PRO0611", | |
| "TMEM82", | |
| "TMCO6", | |
| "SLC17A1", | |
| "CDO1", | |
| "TLCD1", | |
| "TPTE", | |
| "LOC650293", | |
| "CSRP2", | |
| "TRPA1", | |
| "XRRA1", | |
| "SNAR-G2", | |
| "FRMD1", | |
| "KLF8", | |
| "TBX5", | |
| "C4orf19", | |
| "C15orf53", | |
| "TPRX1", | |
| "LYPD1", | |
| "OR6C6", | |
| "ASB18", | |
| "LOC100134259" | |
| ], | |
| "Coefficient": [ | |
| 0.8586009374156431, | |
| -0.838939714148813, | |
| 0.7768113406111317, | |
| -0.7033372166613561, | |
| 0.6284977855171936, | |
| 0.6226873424664374, | |
| 0.6082000507537734, | |
| -0.562055006286937, | |
| 0.5610633101416987, | |
| -0.537546956795105, | |
| -0.5344603026970838, | |
| 0.5344504416587608, | |
| 0.5255604788424042, | |
| -0.522059269932699, | |
| -0.5165035665932072, | |
| 0.5113561477485393, | |
| -0.5105045245093883, | |
| 0.509833835020144, | |
| -0.4993791795245575, | |
| 0.49623218752684967, | |
| -0.49505127711275765, | |
| 0.4949806189670113, | |
| 0.49169438158134027, | |
| 0.47422244355694043, | |
| 0.4709556438836823, | |
| 0.4551384759412714, | |
| 0.44163308279297325, | |
| -0.42350062240244496, | |
| -0.4123202613622556, | |
| 0.4032554863359297, | |
| -0.4024390966113344, | |
| 0.39794692406540466, | |
| 0.39482112655660034, | |
| -0.3776105412407655, | |
| 0.3752402476289707, | |
| 0.3746414549301048, | |
| 0.37432633031106693, | |
| 0.3700183735269101, | |
| -0.36870842411165106, | |
| -0.3621762868728427, | |
| 0.36177574079507274, | |
| 0.3600006646773056, | |
| -0.35891867105581915, | |
| -0.35682618488454676, | |
| 0.3503843238669842, | |
| -0.3499219885217662, | |
| 0.34251064089441635, | |
| -0.34043202180482146, | |
| 0.33798390882712714, | |
| 0.33351044618231085, | |
| 0.3329836015770744, | |
| 0.32529775199588096, | |
| 0.323162698502673, | |
| -0.3199814035534297, | |
| 0.31989295341444884, | |
| 0.3191346297385847, | |
| 0.3188693373684198, | |
| -0.31710151285924115, | |
| -0.3141557520519174, | |
| -0.3127119521954976, | |
| 0.31253350966351134, | |
| 0.3096758767254849, | |
| 0.3084095792134253, | |
| 0.3074112463578292, | |
| 0.30543254674568243, | |
| 0.30503385833907176, | |
| 0.3010416349327158, | |
| 0.3007711543457685, | |
| 0.29933206434244247, | |
| 0.2953799061790967, | |
| -0.29351961135137944, | |
| -0.293398712252764, | |
| 0.2908776639870127, | |
| 0.28928014740521685, | |
| 0.2876938484945825, | |
| -0.28320079477734533, | |
| 0.2829054581788168, | |
| 0.2795462262119998, | |
| -0.277751512048522, | |
| -0.27738332218634054, | |
| -0.2758696079952894, | |
| -0.2733012080006302, | |
| 0.2728847888553864, | |
| -0.27169568117383724, | |
| -0.26894864684382513, | |
| 0.2665692356021842, | |
| 0.264638590833004, | |
| -0.26462527831464144, | |
| -0.2639485787950534, | |
| 0.2634187063497029, | |
| 0.2622507973483185, | |
| -0.26064115741307026, | |
| 0.2595368913907265, | |
| -0.2569511662039159, | |
| -0.25670299438415617, | |
| -0.25329348612276986, | |
| 0.25281109114405464, | |
| -0.2481240213791021, | |
| 0.24693340781938358, | |
| 0.24674289852035786, | |
| 0.24542933070166742, | |
| -0.2452951966168073, | |
| 0.24160975172476132, | |
| 0.24127208624094526, | |
| -0.24068361818320708, | |
| -0.23803738465180832, | |
| 0.236580123826132, | |
| -0.23647604693510785, | |
| -0.23594227582623728, | |
| 0.2356366351649965, | |
| -0.23440086062803217, | |
| -0.23414959613572042, | |
| -0.23234664050831041, | |
| 0.2319173540852286, | |
| 0.23126402068006824, | |
| -0.23105521457565123, | |
| -0.2307833673791682, | |
| 0.22907440510618585, | |
| 0.22574812219389184, | |
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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": 0.539279831811298, | |
| "recall": 1.3829787234042554, | |
| "f1": 0.77594093745429, | |
| "jaccard": 0.39035572136424007 | |
| } | |
| } | |
| } |