| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "NMI", | |
| "IRGM", | |
| "FUNDC2P2", | |
| "LOC154761", | |
| "ANGEL1", | |
| "MAP3K7CL", | |
| "KIR2DL4", | |
| "POLR1A", | |
| "ART1", | |
| "RRN3P2", | |
| "H2AC15", | |
| "DNAJB1", | |
| "CELA2A", | |
| "SLC35D3", | |
| "PPM1F", | |
| "BARHL2", | |
| "FLJ30679", | |
| "SCN5A", | |
| "ANXA8L1", | |
| "ASB11", | |
| "OR5B12", | |
| "LINC00207", | |
| "RASA4", | |
| "ZNF277", | |
| "TENT5D", | |
| "ESRP1", | |
| "PCDHGA4", | |
| "C17orf107", | |
| "PKD1L3", | |
| "PCDHB13", | |
| "CAPN13", | |
| "WFIKKN2", | |
| "OR14I1", | |
| "LEUTX", | |
| "BLID", | |
| "B3GALT2", | |
| "LALBA", | |
| "AMACR", | |
| "OR2A2", | |
| "CYP4V2", | |
| "KBTBD11", | |
| "GLB1", | |
| "MYRIP", | |
| "GJB7", | |
| "LCE1C", | |
| "NBR2", | |
| "SUMO1P1", | |
| "ACTL7A", | |
| "DCAF4L2", | |
| "USP43", | |
| "TMEM40", | |
| "TDRD12", | |
| "PSG2", | |
| "SNORA80A", | |
| "ZNG1C", | |
| "NPPB", | |
| "SLC44A4", | |
| "C11orf16", | |
| "FAM222A", | |
| "OPN4", | |
| "DCBLD1", | |
| "CNTNAP2", | |
| "FSHR", | |
| "GTF2IP1", | |
| "KRT84", | |
| "SNCA", | |
| "SKAP1", | |
| "TDRD3", | |
| "CHST6", | |
| "TRIM77", | |
| "NKX2-6", | |
| "RGPD1", | |
| "CCDC71", | |
| "PATE4", | |
| "MATN4", | |
| "TRIML2", | |
| "PTEN", | |
| "NAT1", | |
| "REXO1L1P", | |
| "SLC6A10P", | |
| "TIPIN", | |
| "PF4", | |
| "RGPD8", | |
| "CYP11B1", | |
| "LDHAL6A", | |
| "GP2", | |
| "PKD2L1", | |
| "ERAP1", | |
| "NXPE1", | |
| "OTX2", | |
| "TAS2R60", | |
| "TMEM14EP", | |
| "LILRP2", | |
| "CYP2F1", | |
| "GBP3", | |
| "IL13RA2", | |
| "LINC02915", | |
| "DRD2", | |
| "C10orf90", | |
| "RNF32", | |
| "BPIFB6", | |
| "RPA4", | |
| "GALNTL5", | |
| "PRPS1L1", | |
| "SPMAP1", | |
| "VN1R4", | |
| "TTTY2", | |
| "CFAP97D1", | |
| "GDNF", | |
| "ANXA10", | |
| "AKR1B15", | |
| "OR52I1", | |
| "ITPRID1", | |
| "CRYBA1", | |
| "ACE2", | |
| "LINC00052", | |
| "OR8G5", | |
| "CT45A2", | |
| "FOXN4", | |
| "ELAVL4", | |
| "SHCBP1L", | |
| "MADCAM1", | |
| "IER3", | |
| "SPANXN5", | |
| "ADAM2", | |
| "TTTY9B", | |
| "SCLY", | |
| "GATA4", | |
| "PPIAL4E", | |
| "MAGEA5P", | |
| "PCA3", | |
| "PSD2", | |
| "PRAMEF13", | |
| "TNNI3K", | |
| "C2orf72", | |
| "AAA1", | |
| "GAGE8", | |
| "MGARP", | |
| "NGB", | |
| "CYP4F11", | |
| "WIF1", | |
| "SNORA28", | |
| "KCNH7", | |
| "OR10H4", | |
| "IQCF3", | |
| "SYT14P1", | |
| "SCARNA3", | |
| "PAX4", | |
| "HNRNPA3P1", | |
| "TCP10L3", | |
| "ADAM3A", | |
| "IFNA8", | |
| "SNORA16A", | |
| "OR8A1", | |
| "SULT2A1", | |
| "SND1-IT1", | |
| "UBAC2", | |
| "NKX6-2", | |
| "CCDC144CP", | |
| "TRIM43", | |
| "OR5H6", | |
| "PTHLH", | |
| "TBX20", | |
| "PITX3", | |
| "FRG2C", | |
| "RNF152", | |
| "TMOD1", | |
| "ALDH8A1", | |
| "POMC", | |
| "H2BC8", | |
| "CRISP2", | |
| "DNAH12", | |
| "FOXL2NB", | |
| "GLYATL2", | |
| "ATP6V1C2", | |
| "IFNL2", | |
| "TTTY6", | |
| "IFNA17", | |
| "FAM9B", | |
| "ZFP91-CNTF", | |
| "RFESD", | |
| "TCAF2", | |
| "GLT6D1", | |
| "PTX4", | |
| "ITGAD", | |
| "KCNB2", | |
| "VPS8", | |
| "ZC3H12D", | |
| "CMAS", | |
| "KLHDC7B", | |
| "GJD2", | |
| "NEUROG2", | |
| "TBC1D28", | |
| "LINC00301", | |
| "SNORD89", | |
| "TMPRSS11A", | |
| "C7orf33", | |
| "HAPLN4", | |
| "SPACA1", | |
| "NIPAL4", | |
| "PRAMEF4", | |
| "LGALS9B", | |
| "MUC13", | |
| "CLEC4M", | |
| "CYP2B7P", | |
| "OR52A4P", | |
| "SNORA61", | |
| "SNORA16B", | |
| "IL3", | |
| "ZPBP", | |
| "CETN4P", | |
| "ELOA2", | |
| "TADA2B", | |
| "DCD", | |
| "TAS2R8", | |
| "NPBWR1", | |
| "GAS2L2", | |
| "SRRM3", | |
| "KPLCE", | |
| "MSH3", | |
| "C4BPB", | |
| "FAM83C", | |
| "ERN2", | |
| "OR1F2P", | |
| "RAB9BP1", | |
| "DEFA6", | |
| "ASB9", | |
| "LOC100240734", | |
| "MYBPC3", | |
| "SP8", | |
| "ABCA15P", | |
| "OR1J2", | |
| "OR4B1", | |
| "BARHL1", | |
| "PDE4A", | |
| "KRTAP5-6", | |
| "SPATA31J1", | |
| "RAB41", | |
| "CTAG2", | |
| "OR4L1", | |
| "LINC00244", | |
| "CT47B1", | |
| "RBMY2FP", | |
| "INSYN2B", | |
| "CLCA1", | |
| "FANCD2OS", | |
| "PROCA1", | |
| "PKD1L1-AS1", | |
| "POU3F1", | |
| "PLA2G2A", | |
| "RBFOX3", | |
| "PYDC1", | |
| "UTP6", | |
| "ADRA1A", | |
| "DMRTA2", | |
| "POMZP3", | |
| "YWHAH-AS1", | |
| "STARD6", | |
| "VIM", | |
| "ADH1A", | |
| "GLP1R", | |
| "DEFB103B", | |
| "ALX1", | |
| "IL17B", | |
| "SNTG1", | |
| "SNORA15", | |
| "C3orf38", | |
| "KCNG1", | |
| "C4BPA", | |
| "AGPAT3", | |
| "OR1L6", | |
| "PAEP", | |
| "TNP1", | |
| "SMAP1", | |
| "ANLN", | |
| "RRH", | |
| "DUSP5P1", | |
| "OR13C2", | |
| "PDC", | |
| "DEFB135", | |
| "ANGPT2", | |
| "TXNIP", | |
| "BSND", | |
| "TAC4", | |
| "OR13H1", | |
| "TDRP", | |
| "IQCF1", | |
| "DLK2", | |
| "NOL6", | |
| "FGF7P3", | |
| "KIAA1210", | |
| "C17orf78", | |
| "APOF", | |
| "CUEDC1", | |
| "CA10", | |
| "GDPD3", | |
| "LPL", | |
| "PAGE2", | |
| "MGC2889", | |
| "OR52N2", | |
| "FABP12", | |
| "FBXO39", | |
| "OR13C3", | |
| "NAPRT", | |
| "TMPRSS12", | |
| "LDHC", | |
| "OR4S2", | |
| "ZNF99", | |
| "SERPINB11", | |
| "SLC5A10", | |
| "HCG9", | |
| "H3C2", | |
| "ALOX15", | |
| "MSH4", | |
| "OR6N1", | |
| "AIPL1", | |
| "VCY", | |
| "COX7B2", | |
| "TAS2R7", | |
| "OR4C3", | |
| "GPRC5D", | |
| "ABCC6", | |
| "TMEM196", | |
| "DNAJC25-GNG10", | |
| "GAD1", | |
| "OR2L8", | |
| "FEM1A", | |
| "SLCO1B1", | |
| "ZC2HC1B", | |
| "CT45A3", | |
| "ZNF442", | |
| "BPI", | |
| "GSX1", | |
| "AGA", | |
| "FAM99A", | |
| "OR14C36", | |
| "CDRT15", | |
| "FAM226B", | |
| "DSCAM", | |
| "LRIF1", | |
| "ZNF705D", | |
| "SLC22A9", | |
| "CD99L2", | |
| "ALDH1L1", | |
| "OR4K15", | |
| "HEXA", | |
| "MORN5", | |
| "EMX2", | |
| "SPEM2", | |
| "OR5A2", | |
| "SNAP23", | |
| "H3C11", | |
| "LINC01465", | |
| "SYN2", | |
| "OR10H2", | |
| "FAM25G", | |
| "IQCB1", | |
| "TPTEP1", | |
| "RNF2", | |
| "GRIN2B", | |
| "SALL3", | |
| "OR10R2", | |
| "PCDHGA1", | |
| "CCN6", | |
| "SSX3", | |
| "SERPINA10", | |
| "SRD5A3", | |
| "CNTD1", | |
| "C3orf22", | |
| "PARP3", | |
| "FAM153A", | |
| "FUS", | |
| "OR5K4", | |
| "AOX2P", | |
| "FAM136BP", | |
| "NR2E3", | |
| "GRM3", | |
| "SKOR1", | |
| "SPMIP3", | |
| "NAT8", | |
| "PCDHGA8", | |
| "CCL3L1", | |
| "ENAM", | |
| "SLC5A9", | |
| "SPATA46", | |
| "CNTN1", | |
| "SLC18A1", | |
| "PANX3", | |
| "FBXW12", | |
| "MIR7-3HG", | |
| "SYCE1", | |
| "LINC00161", | |
| "SOX1", | |
| "PPP1R2C", | |
| "PRSS48", | |
| "KRTAP21-1", | |
| "LIPN", | |
| "FCN2", | |
| "PCDHA8", | |
| "JPH4", | |
| "TRPC3", | |
| "HHLA2", | |
| "DGKG", | |
| "ATP8B5P", | |
| "UBE2DNL", | |
| "C17orf100", | |
| "CATSPER4", | |
| "HS3ST2", | |
| "ABRA", | |
| "SCARNA17", | |
| "H4C13", | |
| "RRAD", | |
| "PCDHB3", | |
| "ZNF90", | |
| "TMEM88B", | |
| "SPO11", | |
| "FGF19", | |
| "KRT32", | |
| "HSD17B2", | |
| "ADGRG4", | |
| "H2AC21", | |
| "KATNAL1", | |
| "LY6K", | |
| "SYT10", | |
| "RASL10B", | |
| "LY6G6E", | |
| "OR6A2", | |
| "ANK2", | |
| "OR12D2", | |
| "ZNF35", | |
| "ATP6V1G3", | |
| "TAS2R40", | |
| "IFITM5", | |
| "TEX36", | |
| "ERAP2", | |
| "NRG3", | |
| "AADAT", | |
| "TYRP1", | |
| "BEND7", | |
| "RAD51AP2", | |
| "FAM25A", | |
| "SPTA1", | |
| "TMEM244", | |
| "PRUNE2", | |
| "DLX3", | |
| "HEATR6", | |
| "PDE6C", | |
| "OR2J2", | |
| "QNG1", | |
| "AADACL3", | |
| "STRA8", | |
| "ARTN", | |
| "OR52L1", | |
| "KRTAP3-2", | |
| "TRIM49", | |
| "DPPA5", | |
| "AHSG", | |
| "FGF22", | |
| "EQTN", | |
| "XKRYP7", | |
| "CLCA4", | |
| "ZPLD1", | |
| "FAM86B2", | |
| "PCDHB16", | |
| "UCP1", | |
| "RAD9B", | |
| "TMEM169", | |
| "TAFA3", | |
| "ERICH4", | |
| "OR2K2", | |
| "LCTL", | |
| "TLX1NB", | |
| "SCARNA18", | |
| "RLBP1", | |
| "POTED", | |
| "SLC35G2", | |
| "LCE2D", | |
| "USP29", | |
| "MYH15", | |
| "CCDC197", | |
| "AMER2", | |
| "ENPP4", | |
| "CALD1", | |
| "DEFB4A", | |
| "ADPRH", | |
| "SPACA7", | |
| "FAM138B", | |
| "OR7A10", | |
| "GNG13", | |
| "OR9A4", | |
| "CIMAP1D", | |
| "TRIM49D2", | |
| "SCRT1", | |
| "CLEC12B", | |
| "RPL9", | |
| "TCAM1P", | |
| "APP", | |
| "LINC01600", | |
| "VPS33B", | |
| "IFNA4", | |
| "CYP2C9", | |
| "KRTAP9-8", | |
| "RGSL1", | |
| "ECEL1", | |
| "KRT35", | |
| "HDGFL1", | |
| "PAGE4", | |
| "GCM2", | |
| "SUPT20HL2", | |
| "RPL13AP17", | |
| "KLK8", | |
| "BST1", | |
| "G6PC1", | |
| "SSTR4", | |
| "SIDT2", | |
| "IQSEC3", | |
| "SLC6A11", | |
| "PLA2G2F", | |
| "SLC1A4", | |
| "METTL27", | |
| "LYZL4", | |
| "ABCD1", | |
| "GLRA1", | |
| "IL7", | |
| "SULT1B1", | |
| "NXPH1", | |
| "C3orf20", | |
| "SHH", | |
| "LCE1B", | |
| "HES5", | |
| "SNORA65", | |
| "CSN1S2AP", | |
| "SAA3P", | |
| "LRRC24", | |
| "GAGE2C", | |
| "ONECUT1", | |
| "LRRCC1", | |
| "OR10A2", | |
| "KRTAP1-3", | |
| "SCARNA14", | |
| "MIA", | |
| "FRMD1", | |
| "OPN1LW", | |
| "TLCD3B", | |
| "ARHGAP28", | |
| "DLGAP2", | |
| "CDH12", | |
| "BAAT", | |
| "ST18", | |
| "OR4N4", | |
| "PADI6", | |
| "RTL3", | |
| "SPPL2C", | |
| "CYP4A22", | |
| "DEFB136", | |
| "TRIM55", | |
| "TXNDC9", | |
| "TRIP13", | |
| "SMOX", | |
| "GML", | |
| "OR2L1P", | |
| "SLC35F4", | |
| "SNAR-C3", | |
| "ZNG1B", | |
| "KRTAP19-2", | |
| "OR10AG1", | |
| "BARX2", | |
| "GAGE12F", | |
| "GAREM1", | |
| "GLYCAM1", | |
| "XAGE5", | |
| "SLC39A4", | |
| "CT45A6", | |
| "PRR20B", | |
| "BPY2", | |
| "LOC391322", | |
| "FAM99B", | |
| "DBF4", | |
| "PPIAL4A", | |
| "NPS", | |
| "DEFB107A", | |
| "OR10K2", | |
| "GAGE2E", | |
| "TSNARE1", | |
| "LCE3B", | |
| "FAM24A", | |
| "SPANXN4", | |
| "PAGE3", | |
| "CTRC", | |
| "OR8H1", | |
| "SNORD9", | |
| "OR1A1", | |
| "OR6C4", | |
| "KRTAP22-1", | |
| "KRTAP20-2", | |
| "OR6C74", | |
| "CT47A1", | |
| "PRR20D", | |
| "OR8J1", | |
| "CT47A10" | |
| ], | |
| "Coefficient": [ | |
| 3.903931513756716, | |
| -2.4149302895916, | |
| 2.363389309400475, | |
| 2.2657250818982453, | |
| -2.2283415218637863, | |
| 2.1187634421071517, | |
| 2.1028626933393926, | |
| 2.095414002711908, | |
| -2.0629045788822733, | |
| -2.0306918791774655, | |
| 1.9372802246323042, | |
| 1.9317647977928358, | |
| -1.8947903681051166, | |
| 1.8806908588271736, | |
| 1.8711655217912924, | |
| -1.8619524673439922, | |
| -1.8589606227868487, | |
| 1.8457207748607982, | |
| 1.80112908989369, | |
| -1.7335876308937954, | |
| -1.6940213811801519, | |
| -1.6609204139619582, | |
| -1.6557952399435063, | |
| -1.6545956230108048, | |
| -1.6491301630840658, | |
| 1.6377520944063286, | |
| -1.6364235789751396, | |
| 1.6238793317046198, | |
| -1.619562003410937, | |
| -1.5774959405926188, | |
| 1.5663051338547762, | |
| -1.5400333162871684, | |
| 1.515635908643301, | |
| 1.4632903478448733, | |
| 1.461825043935326, | |
| -1.4576539585373256, | |
| -1.431642339879259, | |
| -1.4244500404808178, | |
| -1.4160606435471035, | |
| 1.4160270934205732, | |
| 1.4055578295665823, | |
| -1.396153456156677, | |
| -1.3733272412075237, | |
| -1.3591724979687814, | |
| 1.3423987763673306, | |
| 1.3404336240830057, | |
| -1.3360448503206428, | |
| 1.3327629258456657, | |
| -1.3242065667074887, | |
| 1.3024445777403968, | |
| 1.2952705499681456, | |
| -1.2883451149701488, | |
| -1.285716798611196, | |
| -1.2605312732966776, | |
| 1.2469333122278812, | |
| 1.2468708804403161, | |
| -1.227652900909478, | |
| -1.2273850250901686, | |
| 1.2248521813430406, | |
| -1.2206067297869585, | |
| -1.215896533377831, | |
| -1.201974914405856, | |
| -1.1985573600869297, | |
| 1.1915989872520056, | |
| -1.1886964911007638, | |
| -1.1809371774075468, | |
| 1.1748846635568797, | |
| -1.1681539675587966, | |
| -1.1640902612087403, | |
| 1.1544463455886784, | |
| -1.1423608861182921, | |
| 1.1395577749591546, | |
| 1.131837149764688, | |
| 1.1208710113968208, | |
| -1.1180693385421911, | |
| 1.1179560649267126, | |
| -1.1157404163306788, | |
| -1.106773568424339, | |
| 1.1022825447478413, | |
| -1.0972146284405713, | |
| -1.0863723070720592, | |
| 1.082289481119855, | |
| 1.0800356976592118, | |
| 1.0690363007858916, | |
| -1.063203700373378, | |
| -1.058216170196033, | |
| -1.0544535801822799, | |
| 1.0508604566973527, | |
| 1.0414340752199758, | |
| -1.0295235003900547, | |
| -1.0288262633020953, | |
| -1.0275258433508139, | |
| 1.0191986713857262, | |
| 1.007065286859282, | |
| 1.0036510914655417, | |
| -1.0034024584870598, | |
| 1.002136044862002, | |
| -1.0014156474608582, | |
| 0.991122957896019, | |
| -0.9825303199838259, | |
| -0.9783987740825012, | |
| 0.9762232430796582, | |
| 0.9756216573428299, | |
| 0.9750226879364, | |
| -0.9744716402982377, | |
| -0.973208089560505, | |
| 0.965390706723918, | |
| -0.9636400982880587, | |
| -0.9609090713866246, | |
| 0.9592347920740415, | |
| -0.9488139684351148, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 0.00020097872825327923, | |
| 0.00019655742745282185, | |
| 0.00015653809989809157, | |
| 0.00012680819181708344, | |
| 0.0001234773578267842, | |
| 8.649068834506863e-05, | |
| 6.195256979724779e-05, | |
| 5.400858226980154e-05, | |
| 4.5908116056740595e-05, | |
| 3.5252752027788526e-05, | |
| 2.98348447642223e-05, | |
| 2.051978003007527e-05, | |
| 1.9557545380632087e-05, | |
| 1.8689399353147072e-05, | |
| 4.9372065084475514e-08, | |
| 2.584920620110637e-15, | |
| 1.1078231229045586e-15, | |
| 6.646938737427352e-16, | |
| 5.908389988824313e-16, | |
| 5.1698412402212735e-16, | |
| 7.385487486030392e-17 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701756, | |
| "precision": 89.64912280701756, | |
| "recall": 100.0, | |
| "f1": 94.50528693428292 | |
| }, | |
| "selection": { | |
| "precision": 0.21264500711243292, | |
| "recall": 1.0, | |
| "f1": 0.35063276295974133, | |
| "jaccard": 0.17574209402939003 | |
| } | |
| } | |
| } |