| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RIC8A", | |
| "DYM", | |
| "TIAM2", | |
| "MGAT3", | |
| "TNNI3", | |
| "ZNF444", | |
| "DPCD", | |
| "FGF2", | |
| "HIST1H2BI", | |
| "CHMP5", | |
| "TOPORS", | |
| "VGLL2", | |
| "FLJ46111", | |
| "C8orf56", | |
| "C3orf51", | |
| "IGHMBP2", | |
| "FRS2", | |
| "C9orf5", | |
| "RTN2", | |
| "MCFD2", | |
| "BEND6", | |
| "CCDC47", | |
| "RESP18", | |
| "DNAJC27", | |
| "DUSP23", | |
| "C21orf29", | |
| "ZAR1", | |
| "FSD2", | |
| "PNLIPRP2", | |
| "ZNF167", | |
| "CA9", | |
| "FAM157A", | |
| "LHX1", | |
| "DPY19L2P4", | |
| "TXNDC17", | |
| "OR5D18", | |
| "SHKBP1", | |
| "KIF16B", | |
| "SULT1C3", | |
| "SNORA15", | |
| "ZNF605", | |
| "IGFN1", | |
| "LY6G6C", | |
| "OR10AG1", | |
| "LOC651250", | |
| "RFPL3", | |
| "RPSAP52", | |
| "LOC84856", | |
| "PTCHD3", | |
| "OR52E2", | |
| "MTNR1B", | |
| "DAB1", | |
| "EEF2", | |
| "NUAK2", | |
| "UPF0639", | |
| "USP29", | |
| "C2orf14", | |
| "ATRIP", | |
| "CLIC6", | |
| "FATE1", | |
| "MORC1", | |
| "HERPUD2", | |
| "ARSA", | |
| "PDYN", | |
| "USP50", | |
| "YIPF7", | |
| "C1orf53", | |
| "TBC1D3P2", | |
| "KRTAP5-9", | |
| "SESTD1", | |
| "LANCL2", | |
| "ACSM4", | |
| "C1orf201", | |
| "ZNF717", | |
| "GLRA4", | |
| "OR6C3", | |
| "TMEM120A", | |
| "FER1L6", | |
| "SP9", | |
| "NANOG", | |
| "IGFBP1", | |
| "TREX1", | |
| "OR52N5", | |
| "C6orf72", | |
| "FAM155A", | |
| "SERPINB9", | |
| "TMEM14E", | |
| "ORM1", | |
| "RAP1GAP2", | |
| "MBD3L2", | |
| "ZNF606", | |
| "MID2", | |
| "PAQR9", | |
| "PADI2", | |
| "DSCR4", | |
| "TAF7L", | |
| "BMP10", | |
| "FTCD", | |
| "PCDHGB2", | |
| "LOC100134368", | |
| "SCARNA23", | |
| "FTHL17", | |
| "ARL5A", | |
| "CARTPT", | |
| "NLRP4", | |
| "C2orf39", | |
| "FAM149A", | |
| "DCAF4L1", | |
| "C1QTNF9", | |
| "DEM1", | |
| "SPATA19", | |
| "ZNF502", | |
| "ZSCAN5B", | |
| "DCAF12L1", | |
| "LHX3", | |
| "CH25H", | |
| "ACTL7A", | |
| "C15orf43", | |
| "ZCCHC4", | |
| "TTN", | |
| "FKBP1AP1", | |
| "DDA1", | |
| "OR56A4", | |
| "MPZ", | |
| "OPN3", | |
| "CYP4F8", | |
| "C4orf27", | |
| "OPN1MW", | |
| "NMB", | |
| "KRTAP10-10", | |
| "VN1R2", | |
| "AKIRIN1", | |
| "ADCK4", | |
| "NQO2", | |
| "ANKRD32", | |
| "ODF4", | |
| "ZNF491", | |
| "ZNRF1", | |
| "WASH5P", | |
| "MED13", | |
| "ABCG1", | |
| "LLPH", | |
| "CLLU1OS", | |
| "TCF23", | |
| "OR4S2", | |
| "OR5H6", | |
| "CDC14C", | |
| "RBMXL2", | |
| "DYRK1B", | |
| "PLIN1", | |
| "GTF2H2C", | |
| "ANP32A", | |
| "FAM92A1", | |
| "ZSCAN5A", | |
| "MAGEB1", | |
| "PIWIL1", | |
| "NKPD1", | |
| "PRKAG3", | |
| "GATA5", | |
| "PPIAL4E", | |
| "TMEM59L", | |
| "ANKRD42", | |
| "MAS1", | |
| "IRGM", | |
| "FAM21A", | |
| "CYP26C1", | |
| "C3orf79", | |
| "C1orf128", | |
| "TAS2R19", | |
| "ATAD3B", | |
| "TAC4", | |
| "LOC340508", | |
| "C14orf145", | |
| "GPR78", | |
| "TRHR", | |
| "LIM2", | |
| "TMPPE", | |
| "KAAG1", | |
| "LOC391322", | |
| "AMAC1L2", | |
| "MYH7B", | |
| "OLIG3", | |
| "OR8A1", | |
| "LCT", | |
| "KLK3", | |
| "RBM46", | |
| "PTPLA", | |
| "FLJ39582", | |
| "OR6W1P", | |
| "LOC157627", | |
| "MS4A13", | |
| "MASP1", | |
| "MIP", | |
| "IL17F", | |
| "RMND1", | |
| "PRTN3", | |
| "PYGO1", | |
| "SNORA5A", | |
| "C7orf49", | |
| "UGT2B11", | |
| "RP1L1", | |
| "ARHGAP10", | |
| "SLC31A1", | |
| "FLJ42393", | |
| "LOC154822", | |
| "PADI6", | |
| "MMP17", | |
| "OCA2", | |
| "ERF", | |
| "RHOU", | |
| "KLHL10", | |
| "CCDC52", | |
| "PKDREJ", | |
| "WDR77", | |
| "CMYA5", | |
| "PAGE1", | |
| "FSHR", | |
| "TBCC", | |
| "HIST1H2BB", | |
| "DEFB109P1B", | |
| "CRYGB", | |
| "CETN1", | |
| "ZCCHC12", | |
| "FLJ25758", | |
| "TEX2", | |
| "TUBB8", | |
| "NCRNA00029", | |
| "IMMT", | |
| "PGA5", | |
| "MT1DP", | |
| "NPB", | |
| "LYZL6", | |
| "C5orf40", | |
| "SEBOX", | |
| "ACO2", | |
| "PIGB", | |
| "SLC23A2", | |
| "ASB11", | |
| "LAIR2", | |
| "UBTFL1", | |
| "C2CD2", | |
| "SLC22A25", | |
| "TMEM229A", | |
| "SNORA3", | |
| "SLC32A1", | |
| "SMR3A", | |
| "XCR1", | |
| "NDRG3", | |
| "KCNK18", | |
| "SLC22A16", | |
| "SNORA4", | |
| "PLSCR2", | |
| "URGCP", | |
| "KRTAP5-6", | |
| "C12orf40", | |
| "TRY6", | |
| "LMBR1L", | |
| "NXNL2", | |
| "KRCC1", | |
| "TCTN2", | |
| "RNF126P1", | |
| "RINL", | |
| "FSTL5", | |
| "PRKD3", | |
| "OR3A1", | |
| "HSFX2", | |
| "PGPEP1L", | |
| "SLC17A7", | |
| "CFHR1", | |
| "DACH2", | |
| "KIAA0776", | |
| "FAM71F1", | |
| "FAM194A", | |
| "UNC93A", | |
| "CD1B", | |
| "HIST1H3F", | |
| "TSPAN16", | |
| "ATP5L2", | |
| "DEXI", | |
| "LGALS13", | |
| "HBZ", | |
| "MCART3P", | |
| "TPD52L3", | |
| "LOC286094", | |
| "PSORS1C1", | |
| "BCAT2", | |
| "MAG", | |
| "OR5B21", | |
| "LOC654342", | |
| "ZNF705A", | |
| "CMTM6", | |
| "WDR52", | |
| "TRIM6-TRIM34", | |
| "BRCC3", | |
| "MEPE", | |
| "ALG11", | |
| "TPCN2", | |
| "HS3ST3B1", | |
| "DNAJC22", | |
| "MC3R", | |
| "CBWD5", | |
| "CCDC110", | |
| "RHBG", | |
| "EIF4E1B", | |
| "MFGE8", | |
| "MAT1A", | |
| "WDR76", | |
| "PLEKHA6", | |
| "WDR91", | |
| "RHCE", | |
| "LOC100192379", | |
| "TTTY1B", | |
| "SPG21", | |
| "ZNF195", | |
| "STK32A", | |
| "BTN3A2", | |
| "TAF8", | |
| "OSR2", | |
| "C9orf6", | |
| "TMEM135", | |
| "SPEM1", | |
| "NR1I3", | |
| "ZNF483", | |
| "ARMS2", | |
| "HAPLN4", | |
| "CCNDBP1", | |
| "LOC441601", | |
| "TBC1D3G", | |
| "NDUFAF4", | |
| "LOC284233", | |
| "EDDM3B", | |
| "ZNF471", | |
| "SNORA14A", | |
| "DGAT2L6", | |
| "FAM71A", | |
| "SNORA67", | |
| "CD38", | |
| "TTTY20", | |
| "ERN1", | |
| "SNORA71C", | |
| "FOXD4L5", | |
| "IL6", | |
| "CABP5", | |
| "NCRNA00174", | |
| "SNORA62", | |
| "MAPK10", | |
| "LCE5A", | |
| "CHRNE", | |
| "ZNF648", | |
| "ANKRD34B", | |
| "SPANXN5", | |
| "CRLF1", | |
| "PRLR", | |
| "RNASE10", | |
| "SCARNA10", | |
| "WFDC10B", | |
| "TRPC1", | |
| "C9orf109", | |
| "VPS24", | |
| "DERL3", | |
| "AIPL1", | |
| "F2", | |
| "HRNBP3", | |
| "AGXT", | |
| "IL12B", | |
| "DKFZp686A1627", | |
| "NBPF16", | |
| "CLRN2", | |
| "CETN4P", | |
| "RPS26P11", | |
| "IL2", | |
| "KCTD8", | |
| "FBXO41", | |
| "CCDC123", | |
| "FAM78B", | |
| "PRSS33", | |
| "C22orf24", | |
| "MAGEB10", | |
| "PCDHB15", | |
| "ROBO3", | |
| "C14orf39", | |
| "MMP26", | |
| "IL23R", | |
| "SVOPL", | |
| "DISC1", | |
| "MKKS", | |
| "LOH12CR1", | |
| "LOC100131691", | |
| "CALHM1", | |
| "MGC12982", | |
| "GALR2", | |
| "PCDHA2", | |
| "CELA2A", | |
| "SYCP3", | |
| "MAGEA4", | |
| "PROKR1", | |
| "ENOSF1", | |
| "FAM59A", | |
| "OR2K2", | |
| "AP3M2", | |
| "CDRT15", | |
| "XIRP2", | |
| "HBA2", | |
| "MT3", | |
| "TFAP2D", | |
| "FSTL4", | |
| "SPATA22", | |
| "OSBP", | |
| "OR4D2", | |
| "CPNE2", | |
| "TDRD1", | |
| "HILS1", | |
| "ARHGEF9", | |
| "TEAD2", | |
| "GREB1", | |
| "MED20", | |
| "OR10Q1", | |
| "RPL23AP32", | |
| "FAM182A", | |
| "SHQ1", | |
| "SLN", | |
| "ZNF540", | |
| "DUSP13", | |
| "LOC254312", | |
| "ZNF16", | |
| "PCDHA1", | |
| "NF1P1", | |
| "OR2T10", | |
| "LOC285696", | |
| "PXT1", | |
| "OR5K1", | |
| "SUMO4", | |
| "AKR1C4", | |
| "PCDHB11", | |
| "UGT2A3", | |
| "XKR9", | |
| "SLC25A32", | |
| "PRKRIR", | |
| "ACSBG2", | |
| "HAO1", | |
| "PLCZ1", | |
| "HSPC157", | |
| "SERPIND1", | |
| "SLC13A4", | |
| "HESX1", | |
| "ASB1", | |
| "CNOT4", | |
| "TTTY2", | |
| "GOLGA6D", | |
| "CA5B", | |
| "SNORA51", | |
| "CYP2A6", | |
| "ODZ2", | |
| "SPO11", | |
| "ALG9", | |
| "SLC20A1", | |
| "C14orf86", | |
| "CCKAR", | |
| "CRYZ", | |
| "CXorf49B", | |
| "DEFB124", | |
| "LOC285501", | |
| "TARM1", | |
| "POU4F1", | |
| "PAAF1", | |
| "C9orf79", | |
| "LOC643763", | |
| "PSG8", | |
| "PITRM1", | |
| "CT62", | |
| "MET", | |
| "?|442388", | |
| "C3orf23", | |
| "ZCCHC13", | |
| "LAT", | |
| "LHX8", | |
| "PGLYRP3", | |
| "CDK13", | |
| "BRD7", | |
| "CDH17", | |
| "EPX", | |
| "BRD7P3", | |
| "RBMY1J", | |
| "PRAMEF13", | |
| "PRKCG", | |
| "C1orf68", | |
| "HOXB4", | |
| "FAM71F2", | |
| "TEKT5", | |
| "BASE", | |
| "CLDND2", | |
| "CXorf57", | |
| "MAP6D1", | |
| "GAGE10", | |
| "LRRIQ3", | |
| "DAOA", | |
| "ADO", | |
| "WDR61", | |
| "CTXN3", | |
| "GSDMA", | |
| "IPMK", | |
| "HAPLN2", | |
| "C16orf88", | |
| "LFNG", | |
| "LOC100129534", | |
| "MOG", | |
| "KRT39", | |
| "ADIPOR2", | |
| "TTTY22", | |
| "SNORD23", | |
| "KRTAP23-1", | |
| "ST7OT3", | |
| "ADAM29", | |
| "OR1L8", | |
| "SNORD124", | |
| "WWP1", | |
| "IGSF22", | |
| "C4orf11", | |
| "SNAR-A3", | |
| "PSD2", | |
| "SNORD88C", | |
| "C3orf49", | |
| "S100A7L2", | |
| "SLC17A1", | |
| "PPIAL4B", | |
| "KRTAP19-2", | |
| "CT47A11", | |
| "SNORD115-20", | |
| "KRTAP22-1", | |
| "PRR20A", | |
| "LOC26102", | |
| "HAND2", | |
| "TTTY21", | |
| "SNORD8", | |
| "SNORA72", | |
| "KRTAP20-1", | |
| "SNORA30", | |
| "LOC653545", | |
| "PRR20D" | |
| ], | |
| "Coefficient": [ | |
| 4.121380080161851, | |
| -4.004618039520496, | |
| -3.4816341530445003, | |
| -3.465368290363032, | |
| 3.165266504578169, | |
| 2.999891728834009, | |
| 2.8832767298564117, | |
| -2.817840143608823, | |
| -2.6514488627554424, | |
| 2.6288354835952825, | |
| 2.612963394081999, | |
| 2.5420335932536173, | |
| -2.5370739242058864, | |
| 2.486660125918215, | |
| -2.4655286028308825, | |
| 2.4474847501006103, | |
| 2.387863084093596, | |
| -2.3821636989990003, | |
| 2.3761158415640917, | |
| -2.3357918278278618, | |
| 2.2597746429409162, | |
| -2.078380101154119, | |
| -2.019903866075406, | |
| -2.0120933825726137, | |
| 2.0067482872438136, | |
| 1.9909219631885353, | |
| -1.9558719133719773, | |
| 1.9266441710204991, | |
| 1.9064605867873958, | |
| 1.8485486017565402, | |
| 1.8022682432949244, | |
| 1.7878615891982195, | |
| 1.787051241146364, | |
| -1.7551686325306328, | |
| 1.7164768449054681, | |
| -1.701410090756612, | |
| 1.6734560433611025, | |
| -1.6704064520255542, | |
| 1.6517801326689148, | |
| 1.6274779272642794, | |
| -1.6203550040773398, | |
| -1.6081589851396287, | |
| -1.601191266042778, | |
| 1.583123273126889, | |
| -1.5569920661599874, | |
| -1.5318045253085883, | |
| 1.4860356908900838, | |
| -1.4531171277646457, | |
| 1.4269036184956891, | |
| 1.4162376756733637, | |
| -1.415681145562368, | |
| -1.3940876458832845, | |
| -1.3869759794810839, | |
| 1.3697908887166632, | |
| -1.3665299100668602, | |
| 1.3373489778821515, | |
| -1.3027640334475763, | |
| 1.286035220990292, | |
| 1.2765145122807777, | |
| 1.2752699508448417, | |
| -1.2716222173843152, | |
| 1.2714819985837893, | |
| -1.2607557460258039, | |
| -1.2004264461642973, | |
| -1.192027538812876, | |
| 1.1887448970406918, | |
| 1.1806480675394468, | |
| -1.1705267617000528, | |
| 1.165342338986849, | |
| -1.1621963977563365, | |
| -1.160791438895077, | |
| -1.1593894859246268, | |
| 1.1583302204452108, | |
| 1.1530567831124487, | |
| 1.151221820399361, | |
| -1.1396956352324448, | |
| -1.1254943555518861, | |
| 1.1223292825816835, | |
| -1.1092950267531274, | |
| -1.1023520141302494, | |
| -1.1011636864123238, | |
| 1.0983758205265246, | |
| 1.0933571516686347, | |
| -1.089355864737371, | |
| -1.0851031883195839, | |
| -1.0812715951857916, | |
| -1.0694211562442488, | |
| 1.0628401810156105, | |
| -1.0621390593793618, | |
| 1.0382335866907235, | |
| 1.0375198656267073, | |
| -1.030794199718506, | |
| 1.0281675517398068, | |
| -1.0162281771535095, | |
| -1.0138304036741361, | |
| 1.0004366326023473, | |
| 0.988275775037877, | |
| 0.9844358508222888, | |
| 0.9821213973181016, | |
| 0.975367716315228, | |
| 0.9688584890809174, | |
| 0.9660883680019348, | |
| -0.9566496691056957, | |
| 0.9519941488121527, | |
| -0.9512878924191596, | |
| -0.9490590851430687, | |
| -0.947537962887525, | |
| 0.9440966500572388, | |
| -0.9413217157265416, | |
| 0.9197148609726621, | |
| 0.9182235521366695, | |
| 0.9165613375102087, | |
| 0.9040205255497711, | |
| 0.899898599262851, | |
| 0.8997581767242003, | |
| 0.8928904995707252, | |
| 0.8867701798172138, | |
| 0.8858990246711576, | |
| 0.876811490283121, | |
| 0.8767712781858648, | |
| -0.8748291187438227, | |
| 0.8738771217016338, | |
| 0.8726993517275872, | |
| -0.866896802016472, | |
| 0.8639207729898853, | |
| -0.8632513417797774, | |
| 0.8603709915957134, | |
| 0.858475979024864, | |
| 0.856421846688193, | |
| 0.852737337803908, | |
| -0.8524728252539804, | |
| -0.8502739069959437, | |
| 0.8471208605859073, | |
| 0.8460959255950076, | |
| 0.845066633159424, | |
| 0.8442430156770466, | |
| -0.8350562400695033, | |
| 0.8315442863335496, | |
| 0.83140841125521, | |
| -0.8278607563890481, | |
| -0.8243131332366507, | |
| 0.8221760395878984, | |
| -0.8140775402151964, | |
| -0.8038181129402705, | |
| -0.8020508390930374, | |
| 0.8018663359543682, | |
| -0.8010982486183224, | |
| 0.7991964645760492, | |
| 0.7986454147232068, | |
| -0.7958325063015266, | |
| 0.7928657014444283, | |
| 0.7872364838367821, | |
| -0.7804227418096659, | |
| 0.7761108957254003, | |
| 0.7757185619824256, | |
| 0.7744391701943131, | |
| -0.7738640850159514, | |
| -0.7730976017473489, | |
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| ], | |
| "Absolute Coefficient": [ | |
| 4.121380080161851, | |
| 4.004618039520496, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.72727272727272, | |
| "precision": 90.72727272727272, | |
| "recall": 100.0, | |
| "f1": 95.13024215109617 | |
| }, | |
| "selection": { | |
| "precision": 0.557700606711512, | |
| "recall": 2.6530612244897958, | |
| "f1": 0.921350344678633, | |
| "jaccard": 0.46298628729750435 | |
| } | |
| } | |
| } |