| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "LGR6", | |
| "RGPD6", | |
| "PAQR9", | |
| "PRSS1", | |
| "SPESP1", | |
| "C12orf56", | |
| "LNX1", | |
| "TBX20", | |
| "SLC22A1", | |
| "ECHDC3", | |
| "DDI1", | |
| "CEL", | |
| "NMNAT2", | |
| "LINC02914", | |
| "OR10AD1", | |
| "RNASE1", | |
| "ASCL3", | |
| "CFAP144P1", | |
| "TRIM67", | |
| "SLC9A4", | |
| "OR5T2", | |
| "TSFM", | |
| "FZD3", | |
| "CSTA", | |
| "SMIM21", | |
| "TTTY2", | |
| "GBX1", | |
| "NDUFA10", | |
| "FRMD7", | |
| "FN3KRP", | |
| "SYNDIG1L", | |
| "OR7G2", | |
| "GTSE1-DT", | |
| "KRT9", | |
| "ZNF195", | |
| "MTUS2", | |
| "IFNA16", | |
| "AKAP4", | |
| "CCDC27", | |
| "CILP", | |
| "DNASE2B", | |
| "SNORA11D", | |
| "CCDC198", | |
| "SLC34A1", | |
| "OR4F6", | |
| "KRTAP2-4", | |
| "LINC02875", | |
| "HCRTR2", | |
| "TRIM49", | |
| "FABP12", | |
| "SHLD2P1", | |
| "KRT26", | |
| "GLYATL1", | |
| "TAS2R38", | |
| "PRR23C", | |
| "TLE1", | |
| "PPP3R2", | |
| "WFDC8", | |
| "SNORA36A", | |
| "PSG10P", | |
| "NUP210L", | |
| "KRTAP10-11", | |
| "ZNF705A", | |
| "RPS2P32", | |
| "RPA4", | |
| "SMOC1", | |
| "KLF14", | |
| "BRINP3", | |
| "ANK1", | |
| "SNORD116-19", | |
| "LTK", | |
| "TMEM163", | |
| "TREML4", | |
| "STMN2", | |
| "DEFA1B", | |
| "CXorf58", | |
| "IFNA4", | |
| "GSTTP2", | |
| "MAGEC1", | |
| "GP6", | |
| "HYAL6P", | |
| "TAS2R3", | |
| "TAS2R60", | |
| "SLC25A30", | |
| "GDPD2", | |
| "OR56A5", | |
| "CRTAC1", | |
| "ZAR1", | |
| "SEPTIN7P9", | |
| "IL4", | |
| "FGFR2", | |
| "PRR30", | |
| "CPSF4L", | |
| "IQCF5", | |
| "PCA3", | |
| "H2AC16", | |
| "ZNF471", | |
| "DEFB124", | |
| "ART1", | |
| "DCAF12L2", | |
| "KRTAP5-2", | |
| "FAM9B", | |
| "LAMB4", | |
| "ACAD8", | |
| "SLC6A5", | |
| "SNORD115-13", | |
| "FOXD4L5", | |
| "SLC9B1", | |
| "LOC100271832", | |
| "SLCO1B3", | |
| "ACR", | |
| "GAGE2B", | |
| "STOML3", | |
| "TXNRD1", | |
| "WDR33", | |
| "OR8S1", | |
| "STON1-GTF2A1L", | |
| "RIPK3", | |
| "TAAR1", | |
| "SPMIP2", | |
| "PTPN20", | |
| "HPYR1", | |
| "TECTB", | |
| "TBATA", | |
| "SNORA16A", | |
| "CFAP95", | |
| "HOXC4", | |
| "GALNTL6", | |
| "OR1D2", | |
| "SHOC1", | |
| "LOC100192426", | |
| "NAT10", | |
| "CHP2", | |
| "HBZ", | |
| "CATSPERZ", | |
| "SLC39A8", | |
| "HRH4", | |
| "FLJ30679", | |
| "PPP3CA", | |
| "CCL26", | |
| "APOBEC3B", | |
| "PECR", | |
| "EVPLL", | |
| "OR5D16", | |
| "FAM90A1", | |
| "MMD2", | |
| "DEFB125", | |
| "ELSPBP1", | |
| "BPIFB6", | |
| "UBE2DNL", | |
| "DYNC1LI1", | |
| "LONP2", | |
| "PDSS2", | |
| "DNAH3", | |
| "MBD3L2", | |
| "OR5H6", | |
| "NSMCE3", | |
| "C12orf71", | |
| "HIGD2B", | |
| "SNORA29", | |
| "LY6G6F", | |
| "SMCR5", | |
| "RNF126P1", | |
| "ZNF132", | |
| "OR10Q1", | |
| "IFNA2", | |
| "DUSP21", | |
| "FXYD7", | |
| "KRTAP27-1", | |
| "PAGE2B", | |
| "HPR", | |
| "BCHE", | |
| "TOB1", | |
| "NPS", | |
| "SHCBP1L", | |
| "CDHR3", | |
| "TMEM114", | |
| "ZNF556", | |
| "HSFX1", | |
| "OCSTAMP", | |
| "GRB10", | |
| "VSTM2A", | |
| "LCN8", | |
| "SNORA4", | |
| "RNF148", | |
| "PROCA1", | |
| "FERD3L", | |
| "HACD4", | |
| "TMPRSS7", | |
| "KRT76", | |
| "PCDH11Y", | |
| "LEFTY1", | |
| "SUPT20HL1", | |
| "HJV", | |
| "RGPD5", | |
| "POU1F1", | |
| "CASR", | |
| "TRIM10", | |
| "OR6M1", | |
| "SLC22A24", | |
| "LRRTM3", | |
| "GRB14", | |
| "EPCIP-AS1", | |
| "EIF3C", | |
| "TTLL8", | |
| "MAGEA11", | |
| "KRT40", | |
| "ANO5", | |
| "ARHGEF35", | |
| "PBOV1", | |
| "SPATA31J1", | |
| "SNORA44", | |
| "DSPP", | |
| "OR11H1", | |
| "TBX4", | |
| "CNTN4", | |
| "LINC00652", | |
| "NKX6-1", | |
| "OR1E2", | |
| "MTX2", | |
| "COBL", | |
| "RPGRIP1", | |
| "ZPBP2", | |
| "SPATA31C1", | |
| "KRTAP4-9", | |
| "FOXB2", | |
| "EDN2", | |
| "IFNA6", | |
| "CFAP144", | |
| "SNORA40", | |
| "OR2L8", | |
| "GKN2", | |
| "PRR20C", | |
| "PROP1", | |
| "PYDC2", | |
| "TTC23", | |
| "MTAP", | |
| "C11orf40", | |
| "GOLGA6B", | |
| "FAM184A", | |
| "POU5F2", | |
| "H1-8", | |
| "MCF2", | |
| "SNORA68", | |
| "SPAG16", | |
| "OR2J2", | |
| "TMCO2", | |
| "SSX2", | |
| "CDCP2", | |
| "CALCA", | |
| "DPPA4", | |
| "DRD3", | |
| "LRRN4", | |
| "OR6S1", | |
| "UCP1", | |
| "LINC00336", | |
| "OR9I1", | |
| "MDS2", | |
| "NLRP11", | |
| "KRTAP12-4", | |
| "SNHG5", | |
| "PRR32", | |
| "OR1J4", | |
| "DNAH2", | |
| "SYTL5", | |
| "PDC", | |
| "LPCAT3", | |
| "HTR1A", | |
| "TNNI1", | |
| "MAS1", | |
| "PRAMEF12", | |
| "DDO", | |
| "AKR1C4", | |
| "OR2AE1", | |
| "GLIPR1L2", | |
| "ARHGDIG", | |
| "OBSL1", | |
| "PACSIN1", | |
| "PNLDC1", | |
| "LINC02903", | |
| "HMX2", | |
| "HCG4B", | |
| "CCDC73", | |
| "RPL36A", | |
| "ACTRT1", | |
| "PPP1R17", | |
| "PPP2CB", | |
| "SEMG1", | |
| "SMR3B", | |
| "SCARNA23", | |
| "SEC62", | |
| "ACTL7B", | |
| "KRTAP9-9", | |
| "C3orf20", | |
| "FAM9C", | |
| "OR6X1", | |
| "OR52E4", | |
| "RICTOR", | |
| "TAS2R41", | |
| "COL20A1", | |
| "MIR9-1HG", | |
| "OR8G2P", | |
| "GALNT8", | |
| "SP7", | |
| "PRDM12", | |
| "SERPINA9", | |
| "PRM3", | |
| "HCCAT5", | |
| "OR2K2", | |
| "TEX15", | |
| "ACTL7A", | |
| "NXPE1", | |
| "PIK3CD-AS1", | |
| "TRIM42", | |
| "TAPBPL", | |
| "PRSS30P", | |
| "NLRP13", | |
| "NKX2-6", | |
| "VPREB1", | |
| "AKR7A2P1", | |
| "FAM187B", | |
| "CLRN1", | |
| "OTOA", | |
| "DCAF12L1", | |
| "ATP6V0D2", | |
| "CCL25", | |
| "PTPN5", | |
| "ZNF735", | |
| "OR56B1", | |
| "SPATA22", | |
| "PSPN", | |
| "STK32A", | |
| "CRLF2", | |
| "MSGN1", | |
| "OR1N2", | |
| "OR2T34", | |
| "DEFB134", | |
| "ST7-OT4", | |
| "GPR22", | |
| "DEFA6", | |
| "HAO2", | |
| "OR2T5", | |
| "NLRP7", | |
| "FAM138E", | |
| "SCARNA20", | |
| "LOC392196", | |
| "SNORA5C", | |
| "SND1-IT1", | |
| "SOHLH1", | |
| "OR2D2", | |
| "KLF17", | |
| "ACTR6", | |
| "OR8H1", | |
| "ENC1", | |
| "GOLGA8IP", | |
| "ZNF334", | |
| "TAS1R2", | |
| "SERPINB11", | |
| "GLYATL3", | |
| "GUCY1B2", | |
| "GOSR2", | |
| "CABP7", | |
| "SLC7A5P2", | |
| "OR3A1", | |
| "CLEC12A", | |
| "LOC153910", | |
| "FLJ42393", | |
| "LHFPL3", | |
| "SRGAP1", | |
| "ACSBG1", | |
| "SCARNA21", | |
| "XAGE2", | |
| "GSTM1", | |
| "LECT2", | |
| "OR5K4", | |
| "MPP2", | |
| "SPATA31H1", | |
| "NTRK1", | |
| "CCDC83", | |
| "OR1J2", | |
| "LINC00596", | |
| "TAS2R1", | |
| "LRRC37BP1", | |
| "OR51B2", | |
| "TRPV3", | |
| "OR4D6", | |
| "SHLD2", | |
| "GALNT17", | |
| "NOTO", | |
| "PRL", | |
| "HERC2P4", | |
| "TTC38", | |
| "OR6F1", | |
| "C1orf216", | |
| "LIM2", | |
| "DEFB109A", | |
| "MT1H", | |
| "CCL27", | |
| "PCDHA13", | |
| "SYK", | |
| "DPP10", | |
| "OR7D2", | |
| "IFNA8", | |
| "LINC01558", | |
| "OR4A47", | |
| "OR6K2", | |
| "C10orf120", | |
| "CTRB1", | |
| "RETNLB", | |
| "HLA-J", | |
| "CRYGD", | |
| "MORN3", | |
| "SNORA78", | |
| "CIMIP4", | |
| "FABP9", | |
| "TMEM179", | |
| "CALR3", | |
| "FGF19", | |
| "CRYBA4", | |
| "SPMIP7" | |
| ], | |
| "Coefficient": [ | |
| -1.5459516769985064, | |
| -1.401007011520671, | |
| 1.3467056865121139, | |
| -1.2614168465214484, | |
| -1.2062331336641785, | |
| 1.197715475678152, | |
| -1.1845714248660102, | |
| -1.15219472768107, | |
| 1.1512622090166076, | |
| -1.1489618331623146, | |
| -1.11195464593607, | |
| -1.0749206982133912, | |
| 1.0229834484277243, | |
| 1.0217843743199595, | |
| 1.021401918865055, | |
| -1.0191763399670233, | |
| 0.9964549663932238, | |
| 0.9741902231667972, | |
| 0.9562209344709152, | |
| 0.9474839064373062, | |
| 0.9442769874425107, | |
| 0.9390960997951112, | |
| 0.9302906955000094, | |
| 0.882521310805016, | |
| -0.8722426687797629, | |
| 0.8424562882489826, | |
| -0.835543908629282, | |
| 0.830035625120465, | |
| 0.8103350342615121, | |
| 0.8059581722467176, | |
| -0.8050771803800437, | |
| -0.8030421119301793, | |
| -0.800738007525955, | |
| -0.7861460405668862, | |
| -0.7844871174250437, | |
| 0.7735408558048975, | |
| -0.7731137226702283, | |
| -0.7715321591478478, | |
| -0.7699394863283848, | |
| 0.7697049665392911, | |
| -0.7603086985648261, | |
| 0.7583251052341075, | |
| 0.7567409982732252, | |
| -0.7541742196176346, | |
| 0.7508155482181278, | |
| -0.7495939220685077, | |
| -0.7447558885142539, | |
| 0.7231942273856805, | |
| 0.7128077772025486, | |
| 0.7078699312714233, | |
| 0.6978538860419652, | |
| -0.6945270881213927, | |
| -0.6923399618421684, | |
| 0.6865774290849078, | |
| -0.6813448632930893, | |
| -0.6755843445114865, | |
| 0.6747456608968002, | |
| 0.6742611492484626, | |
| 0.6699937437286391, | |
| -0.652811603873715, | |
| -0.6498738576387717, | |
| -0.6468104224497399, | |
| 0.6415417044739524, | |
| 0.6398102143343897, | |
| -0.6397741425218189, | |
| 0.6397371215178138, | |
| 0.6376703820466808, | |
| -0.6366161360772714, | |
| 0.6329034501661315, | |
| -0.6308450588101806, | |
| 0.6246382727933472, | |
| 0.6220692142108165, | |
| -0.6196305248159938, | |
| -0.6191548155231248, | |
| -0.6182057210986011, | |
| 0.6127039591078873, | |
| -0.6100633444722956, | |
| -0.6070387081788529, | |
| -0.5927387182187659, | |
| -0.5900096170410751, | |
| 0.5828850012618774, | |
| -0.5808473395978873, | |
| -0.5802380992126421, | |
| -0.5777422705563283, | |
| -0.5776573912609856, | |
| 0.5704070056779013, | |
| -0.563526421756919, | |
| -0.5566758953290403, | |
| -0.5554301341204364, | |
| 0.5524880546719444, | |
| 0.5500912214318147, | |
| -0.5447127042923656, | |
| -0.5384948201599502, | |
| -0.5353760294090393, | |
| -0.5319841372530131, | |
| -0.5295066201644091, | |
| 0.527649232248422, | |
| 0.5258805346368229, | |
| -0.5234347661506336, | |
| 0.5171795881538886, | |
| -0.5154326303800683, | |
| -0.5148754914441995, | |
| 0.5113452013262102, | |
| 0.5084150327882667, | |
| 0.5061785005735046, | |
| -0.4960144564496875, | |
| 0.49171948265088755, | |
| -0.48870853987103796, | |
| 0.48826252840103773, | |
| -0.4875336390307402, | |
| -0.48457528454155663, | |
| 0.4844866207841196, | |
| -0.48378488592578955, | |
| -0.4821519765805378, | |
| 0.48137292977221136, | |
| 0.48094896157268396, | |
| -0.4762626801305411, | |
| -0.47420995242770336, | |
| 0.47333139319746204, | |
| 0.47302606267453184, | |
| 0.46807760569689866, | |
| -0.46522955140687045, | |
| 0.46374009157465507, | |
| -0.45776637099612527, | |
| 0.4548265430963587, | |
| 0.4520054781568372, | |
| -0.45172391577416915, | |
| -0.44934761424345027, | |
| 0.44839093035019184, | |
| 0.4454402015393729, | |
| 0.4445869308351467, | |
| 0.44441570266217656, | |
| 0.4414524172347091, | |
| 0.432904314348311, | |
| -0.42837412187883883, | |
| -0.4276907117915997, | |
| 0.4149600311754682, | |
| -0.4106160970630541, | |
| 0.40871057275281386, | |
| 0.40804161115643095, | |
| 0.4060471127504378, | |
| -0.4047028347099229, | |
| -0.40082084978096594, | |
| -0.3999358618246782, | |
| -0.3959403612544529, | |
| -0.3950280184723114, | |
| 0.3940198626112706, | |
| 0.389915779884346, | |
| -0.3871703615545282, | |
| 0.3853157670723979, | |
| 0.38507684555732885, | |
| 0.38449423695629115, | |
| 0.38127884512729854, | |
| 0.37974861566750645, | |
| 0.37638189894318413, | |
| -0.37123565191132335, | |
| -0.37039072290553643, | |
| 0.36517311255129303, | |
| -0.3619142392932228, | |
| 0.3616022547624017, | |
| -0.35848796915602016, | |
| 0.358215453992092, | |
| -0.35653442159576865, | |
| -0.3518536553953702, | |
| 0.3515902818109963, | |
| 0.3509174705074918, | |
| 0.3459804439462073, | |
| -0.34171324546627296, | |
| -0.34023201786444196, | |
| -0.33460652720784584, | |
| -0.33364375054122103, | |
| -0.33224080988957216, | |
| -0.32838025494677064, | |
| 0.32545750444593435, | |
| 0.3218117581521931, | |
| -0.32077172808544663, | |
| -0.31801508467002493, | |
| 0.31514749575151724, | |
| 0.3146394899324125, | |
| -0.3137601759195332, | |
| 0.3115932800039282, | |
| -0.3094233229931901, | |
| 0.30893614744219744, | |
| 0.3045990503531617, | |
| -0.30401063341590073, | |
| 0.3028733328460646, | |
| -0.30241179534415735, | |
| -0.300060214631634, | |
| 0.2984787627831996, | |
| -0.29775372858776367, | |
| -0.2967590838995836, | |
| 0.29356908653599495, | |
| -0.2929943199153204, | |
| -0.29067786588566014, | |
| -0.28790032034494895, | |
| -0.2868211778498075, | |
| 0.28662198541517314, | |
| 0.2861334366101131, | |
| 0.2849584098082851, | |
| -0.28355430803873083, | |
| -0.28299504765579725, | |
| -0.28269378144354224, | |
| -0.28114545351254483, | |
| -0.2808437790041184, | |
| 0.2805873697087794, | |
| -0.2740835270044151, | |
| 0.27366570820746616, | |
| -0.27243968144516245, | |
| 0.27155683969927813, | |
| 0.2699213526843072, | |
| -0.2668870150983338, | |
| 0.26641974698517, | |
| 0.26546953619115604, | |
| 0.26546690795989486, | |
| -0.26332993667371724, | |
| 0.25780370499305905, | |
| -0.25748434278069576, | |
| 0.2571235230505755, | |
| -0.24718682498172106, | |
| -0.24649023132681006, | |
| 0.2463233759262985, | |
| -0.24577050784275228, | |
| -0.24535237092463497, | |
| 0.24474084195610712, | |
| -0.24159077556316919, | |
| 0.2379912199331082, | |
| -0.23712246626532021, | |
| 0.23697542453653936, | |
| -0.23515093413839938, | |
| -0.23324554805242376, | |
| -0.2331893739856545, | |
| 0.23107505139812384, | |
| -0.226837414169924, | |
| 0.22439414865157495, | |
| -0.221110671683466, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 1.401007011520671, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.61728395061729, | |
| "precision": 90.61728395061729, | |
| "recall": 100.0, | |
| "f1": 95.06882695319885 | |
| }, | |
| "selection": { | |
| "precision": 1.0934658622824938, | |
| "recall": 1.732283464566929, | |
| "f1": 1.3393557345650138, | |
| "jaccard": 0.6751586057108898 | |
| } | |
| } | |
| } |