{ | |
"significant_genes": { | |
"Variable": [ | |
"ULK4P2", | |
"FAM83C", | |
"GPCPD1", | |
"SPDYE2", | |
"GARIN5B", | |
"TFAP2A", | |
"NPPC", | |
"RGS16", | |
"TMPRSS11A", | |
"OR10A3", | |
"HORMAD1", | |
"PCDHGB2", | |
"RGPD8", | |
"FABP2", | |
"PIGR", | |
"MGC15885", | |
"C12orf54", | |
"FRMD1", | |
"H2AB1", | |
"PLEKHG7", | |
"TBX20", | |
"LEP", | |
"PNLIPRP1", | |
"PRAME", | |
"MYOC", | |
"MINDY4", | |
"NEU2", | |
"CRYGB", | |
"GAGE12J", | |
"PRG1", | |
"APOF", | |
"OR11H12", | |
"S100G", | |
"TEX38", | |
"B3GNT9", | |
"GPNMB", | |
"RSPO4", | |
"S100A7", | |
"KRTAP10-4", | |
"FREY1", | |
"IGFL3", | |
"FAM136BP", | |
"SLC36A2", | |
"PDCL2", | |
"TRIM14", | |
"OR52M1", | |
"PCDHB2", | |
"C10orf53", | |
"CXADRP3", | |
"PLGLA", | |
"SLC36A3", | |
"ARGFX", | |
"IDO1", | |
"AMELX", | |
"LIPJ", | |
"PRB4", | |
"C16orf90", | |
"TAS2R1", | |
"KLK1", | |
"LYPD4", | |
"AS3MT", | |
"CPA6", | |
"DIO3OS", | |
"AADACL4", | |
"MYH8", | |
"MRAP", | |
"CCDC198", | |
"FAM3B", | |
"ADH1A", | |
"TPRX1", | |
"KRT3", | |
"NHERF4", | |
"SLED1", | |
"H2BC1", | |
"OR4S1", | |
"OR10Q1", | |
"KLC3", | |
"UGT1A7", | |
"KLF14", | |
"TBXT", | |
"TMC3", | |
"SLN", | |
"CPLX4", | |
"CHODL-AS1", | |
"PRAMEF18", | |
"SUN5", | |
"PRM2", | |
"PRAMEF5", | |
"TINAG", | |
"LY6S-AS1", | |
"MIA2", | |
"LRRC18", | |
"PCDHA8", | |
"ACE2", | |
"SDR9C7", | |
"ANGPTL3", | |
"PCDHGA5", | |
"OR6F1", | |
"RNASE7", | |
"USP29", | |
"PCSK9", | |
"DSCR9", | |
"LOC284009", | |
"IQCF6", | |
"IFNA21", | |
"KASH5", | |
"TBX10", | |
"SNORD67", | |
"CFHR1", | |
"MYO7B", | |
"WT1", | |
"OR56B1", | |
"NME6", | |
"KCNH2", | |
"H2BW2", | |
"DYNAP", | |
"DDI1", | |
"AIRE", | |
"RHBG", | |
"HCRTR1", | |
"MAGEC2", | |
"IFNA2", | |
"ZNF174", | |
"SPINK13", | |
"AFM", | |
"SNORA3B", | |
"SNX31", | |
"OR4C3", | |
"OR6B3", | |
"PROX2", | |
"DNAJC15", | |
"OR56A4", | |
"ZAN", | |
"PCDHA9", | |
"TM6SF2", | |
"UPK3BL1", | |
"OR52K2", | |
"ANKRD33", | |
"F2", | |
"TNK1", | |
"TRIM60", | |
"RGPD5", | |
"KRTAP9-2", | |
"MOS", | |
"ZNF880", | |
"TRMT12", | |
"PLA2G2C", | |
"FAM47C", | |
"RPS27", | |
"NAPSB", | |
"CEACAM7", | |
"HNF1A", | |
"CSPG4P2Y", | |
"SDHAF3", | |
"STX19", | |
"SUPT20HL1", | |
"KRT12", | |
"LCE3A", | |
"PCDHB6", | |
"ASPRV1", | |
"STON1-GTF2A1L", | |
"H4C6", | |
"ACTRT3", | |
"CRYBB3", | |
"CFHR4", | |
"OR2T34", | |
"FAM138D", | |
"IL1B", | |
"LINC00589", | |
"FCRLA", | |
"PCDHGA6", | |
"KRTAP9-9", | |
"OR8A1", | |
"WDSUB1", | |
"CLP1", | |
"GOLGA8DP", | |
"RHAG", | |
"GPR148", | |
"LIN7A", | |
"TBC1D26", | |
"XAGE3", | |
"NDUFAF6", | |
"ANTXRL", | |
"TBC1D3G", | |
"MS4A12", | |
"OR4K1", | |
"OR10H1", | |
"IHO1", | |
"PXMP4", | |
"CLRN1-AS1", | |
"TMPRSS11BNL", | |
"CLDN25", | |
"MUC21", | |
"TTTY19", | |
"PXT1", | |
"PPP1R14D", | |
"CCL1", | |
"SMCO2", | |
"KRTAP2-1", | |
"OR1N2", | |
"NXPH2", | |
"CIB3", | |
"OR1S1", | |
"HTR2B", | |
"TNNI1", | |
"HLA-DQA2", | |
"HNRNPCL1", | |
"CLCA3P", | |
"EGLN3", | |
"NT5C1B", | |
"DPRX", | |
"FABP12", | |
"TRIM10", | |
"TAB3", | |
"VPS72", | |
"RPA4", | |
"OR52I2", | |
"POU1F1", | |
"LOC284788", | |
"ESPNL", | |
"CRISP3", | |
"ASZ1", | |
"FBXO6", | |
"BTLA", | |
"IGFL2", | |
"NETO2", | |
"NANOS2", | |
"VN1R4", | |
"POLR2J2", | |
"RNF186", | |
"KRTAP6-2", | |
"LRRC70", | |
"MIOX", | |
"KCNK10", | |
"TSBP1", | |
"OR4X2", | |
"CCDC196", | |
"CPZ", | |
"PPIAL4A", | |
"OR1K1", | |
"FAM99A", | |
"USH1G", | |
"RGS13", | |
"OR11L1", | |
"CSTPP1", | |
"OR2M1P", | |
"RNASE11", | |
"MGAM", | |
"FOXA3", | |
"CATSPER4", | |
"SNORA36B", | |
"PABPC1P2", | |
"TNF", | |
"SERPINF2", | |
"A4GNT", | |
"ALDH1A1", | |
"OR5AN1", | |
"CLEC4GP1", | |
"IGDCC4", | |
"MGC27382", | |
"OR4M2", | |
"SOX3", | |
"YIPF7", | |
"OR2AT4", | |
"SYNE4", | |
"ALOX15", | |
"EDAR", | |
"OR2T6", | |
"SNORA38B", | |
"FAM138B", | |
"GAGE12D", | |
"FLG2", | |
"OR6T1", | |
"TRIM72", | |
"RBM48", | |
"PAGE5", | |
"PCDHB4", | |
"WTIP", | |
"XCR1", | |
"PSG5", | |
"MOGAT3", | |
"MAGEB4", | |
"OR2L1P", | |
"PCDHGB1", | |
"VWDE", | |
"SNORA5C", | |
"SUSD1", | |
"NCF1C", | |
"ANO2", | |
"IFNK", | |
"LINC00173", | |
"EZR", | |
"OR4C6", | |
"HOXD8", | |
"NPHP3-AS1", | |
"RPL23AP7", | |
"ASCL3", | |
"TCL1A", | |
"LDLRAD1", | |
"KRT23", | |
"GUCY2GP", | |
"NANOS1", | |
"RAET1G", | |
"ADGRF2P", | |
"LINC00469", | |
"MBD3L5", | |
"PPAN-P2RY11", | |
"OR2M5", | |
"SNORA79", | |
"PAX4", | |
"OR2T33", | |
"CPS1", | |
"OR11H1", | |
"FKSG29", | |
"SEPTIN14", | |
"LOC728024", | |
"PCGEM1", | |
"FLACC1", | |
"OR4C46", | |
"PEDS1-UBE2V1", | |
"OR10X1", | |
"GPR151", | |
"GNAT3", | |
"ACSM6", | |
"SLC26A5", | |
"MUCL1", | |
"LOC642929", | |
"OR4F4", | |
"HTR1A", | |
"MESD", | |
"RPL21P44", | |
"CT47B1", | |
"POU4F3", | |
"HSP90AB4P", | |
"HLA-DQA1", | |
"STRA8", | |
"EPS8L3", | |
"ADGRF4", | |
"PCDHGA8", | |
"DEFB129", | |
"KRTAP4-3", | |
"LINC02694", | |
"CHST13", | |
"PACSIN3", | |
"MUC2", | |
"ING1", | |
"UCP1", | |
"DEFB115", | |
"SIGLEC6", | |
"CCDC38", | |
"HSF5", | |
"LCE3D", | |
"C1orf185", | |
"OR10G3", | |
"SMN2", | |
"APOBEC3A", | |
"GTF2IRD2", | |
"OR5M3", | |
"OR10S1", | |
"IL27", | |
"DPPA3", | |
"CST9", | |
"ERRFI1", | |
"SCGB2B2", | |
"SDHAP3", | |
"NEUROG2", | |
"FOXD4L5", | |
"OR1F2P", | |
"KRTAP1-1", | |
"TMEM72", | |
"RUNX1-IT1", | |
"FSHR", | |
"RAG2", | |
"GP2", | |
"MID2", | |
"GAGE1", | |
"CD8A", | |
"PPP1R2B", | |
"TUBAL3", | |
"TMEM244", | |
"H3-4", | |
"SNORA16B", | |
"POLH", | |
"NKAPP1", | |
"DEFA6", | |
"PAX8", | |
"FAM47A", | |
"PTH2", | |
"PRORSD1P", | |
"CYP4A22", | |
"PLSCR4", | |
"SERPINB4", | |
"SLC22A20P", | |
"TRIM77", | |
"LCN1", | |
"LINC01565", | |
"MSGN1", | |
"PAGE1", | |
"SFTPA1", | |
"PKD1L3", | |
"MAGEA5P", | |
"RSPH6A", | |
"SPMIP2", | |
"OR2L8", | |
"ACTC1", | |
"ITLN1", | |
"KRTAP4-7", | |
"FLJ13224", | |
"OR51T1", | |
"RAET1L", | |
"UBE2DNL", | |
"TMEM179", | |
"ARFGAP3", | |
"MBL2", | |
"ALDH7A1", | |
"LINC00200", | |
"DELEC1", | |
"KLHL14", | |
"SNAR-D", | |
"FAM27E5", | |
"PNPLA1", | |
"OR2A12", | |
"TDRD12", | |
"ADGRF1", | |
"BCL11A", | |
"CDH19", | |
"BTC", | |
"CIMIP2B", | |
"PAGE3", | |
"SNORA69", | |
"GSTA5", | |
"HSFY1P1", | |
"OCLN", | |
"CYCSP52", | |
"SSX8P", | |
"FCRL3", | |
"RP9", | |
"LGALS9B", | |
"HLA-DQB2", | |
"GDF7", | |
"MAGEB18", | |
"SELE", | |
"TTTY22", | |
"NTMT2", | |
"TAS2R3", | |
"SLC10A2", | |
"INTS4P2", | |
"DPPA2", | |
"TUBB7P", | |
"SPINK5", | |
"GATA6", | |
"ASIP", | |
"SLFN14", | |
"SLC15A1", | |
"CRCT1", | |
"ARL14", | |
"EMC10", | |
"WFDC10B", | |
"SYCP3", | |
"HJV", | |
"PLEKHG4", | |
"CEACAM22P", | |
"GBP4", | |
"MT4", | |
"OR10P1", | |
"TOPAZ1", | |
"GDPGP1", | |
"GP9", | |
"HS3ST6", | |
"HELT", | |
"ABCB5", | |
"PRSS38", | |
"GUCY2F", | |
"CYP2R1", | |
"LACRT", | |
"SPATA18", | |
"OR10AG1", | |
"LRRC69", | |
"OR2G2", | |
"PZP", | |
"GARIN6", | |
"LINC00588", | |
"SLC2A2", | |
"PRAMEF11", | |
"LCE2C", | |
"SCP2D1", | |
"CT45A6", | |
"JAML", | |
"MLEC", | |
"TPI1P3", | |
"KRTAP20-4", | |
"OR10G2", | |
"LRRC74A", | |
"FAM99B", | |
"LINC00479", | |
"CIMIP4", | |
"B4GALNT3", | |
"CD34", | |
"TTTY4C", | |
"LILRB5", | |
"OR51G2", | |
"CD300LD-AS1", | |
"ADH7", | |
"ULK2", | |
"DEFB110", | |
"RHEBL1", | |
"OR2T35", | |
"ABCG5", | |
"AVP", | |
"PSG3", | |
"L1TD1", | |
"CASR", | |
"CT45A1", | |
"H3C13", | |
"OR2T12", | |
"CCL15", | |
"HRNR", | |
"LRRC30", | |
"MSMB", | |
"GCM2", | |
"ZNF625", | |
"HCN4", | |
"IL21", | |
"CHRNG", | |
"OR1B1", | |
"LINC00323", | |
"ZBED1", | |
"HBG1", | |
"SPIB", | |
"SLC6A5", | |
"FRG2", | |
"THEM4", | |
"ZNF334", | |
"RPL10L", | |
"CERS3", | |
"MBOAT4", | |
"PRR30", | |
"DEFB109A", | |
"ASB12", | |
"DMRTC1", | |
"OR2B3", | |
"SFTA2", | |
"FZD9", | |
"MRI1", | |
"LOC730101", | |
"C22orf42", | |
"IFNA8", | |
"KRTAP5-5", | |
"LRRC37A2", | |
"KRT4", | |
"CABS1", | |
"SNORA18", | |
"ATIC", | |
"AOX2P", | |
"ESR1", | |
"ZNF594", | |
"GJB4", | |
"OR5P3", | |
"PHKA2", | |
"SERPINB10", | |
"ESPNP", | |
"SLC12A1", | |
"CPXCR1", | |
"REG1B", | |
"INSL6", | |
"ADAMTS16", | |
"OR2T10", | |
"TBC1D29P", | |
"LCE1D", | |
"SEMG1", | |
"SLC23A1", | |
"C1orf105", | |
"BARHL1", | |
"LINC00312", | |
"HAMP", | |
"GHSR", | |
"RFPL3", | |
"SPANXN3", | |
"NDST4", | |
"LHFPL7", | |
"PM20D1", | |
"ZP4" | |
], | |
"Coefficient": [ | |
-0.9026361838906668, | |
-0.7554297291106195, | |
-0.7282597139026199, | |
0.6852982725648284, | |
-0.6830392083788106, | |
-0.6689027375567137, | |
0.6358994314689068, | |
-0.5683961483010084, | |
0.5673386217745661, | |
0.5440638676376264, | |
0.538151319045947, | |
-0.5174600297522128, | |
-0.49305537145121164, | |
0.49276219255491377, | |
-0.48896079744762716, | |
0.48259324934535014, | |
-0.47367100542195806, | |
0.4505668927329761, | |
0.4413803719246241, | |
-0.432510685371517, | |
0.430066433004769, | |
-0.41771689218292807, | |
-0.4068810899399733, | |
-0.40198553994742947, | |
0.3912932239050189, | |
-0.39102212160488575, | |
0.3820483536870071, | |
0.3809133340587919, | |
0.37936902613522605, | |
0.3761587060257633, | |
-0.36901870641919804, | |
0.3680901285453565, | |
0.3680109657451317, | |
-0.36743094186999503, | |
-0.35924504504800486, | |
0.3575642784401995, | |
0.3569529618854011, | |
0.3564850871981279, | |
-0.3559689353187982, | |
-0.3547877544674358, | |
-0.3516696602278704, | |
-0.35005019081674055, | |
0.34910789491950783, | |
0.34816878214845715, | |
0.3454575025007871, | |
0.3430292131647171, | |
0.3401129740628414, | |
-0.3368535244271305, | |
0.3351451747311698, | |
0.3330365725926344, | |
0.32605064898154407, | |
0.32286335420795914, | |
-0.32283660236121736, | |
-0.3214059074497231, | |
0.3169155775958286, | |
0.31640162366851265, | |
-0.3160158921063134, | |
0.31413745873487964, | |
-0.3116206168148468, | |
-0.31101214642465247, | |
0.30996681725468433, | |
0.30853661016915346, | |
0.3046289023468024, | |
-0.30369833237396454, | |
0.3030806115817208, | |
-0.29945255770667606, | |
0.2993459869278249, | |
0.29907233720757276, | |
0.2988158538906824, | |
-0.2959346147096975, | |
-0.2956191056065878, | |
0.2954820141123308, | |
-0.2937911836158382, | |
0.2930392766373632, | |
0.2904900304531319, | |
-0.2886201431560455, | |
-0.2880039510575044, | |
-0.287327874968713, | |
-0.28578922618988173, | |
-0.28433771046967143, | |
-0.2837420262903871, | |
0.282692452382607, | |
-0.28174501781885924, | |
0.28023733680383484, | |
-0.2800296013777013, | |
0.2764556155738761, | |
-0.2733426259821404, | |
-0.2717867295150436, | |
0.2683885537726355, | |
0.2654281949332914, | |
0.2645601273155507, | |
0.2642604246377023, | |
0.26352092160945745, | |
-0.263212114321893, | |
-0.26205949344332835, | |
0.2613577878280173, | |
-0.2597105420521393, | |
-0.2579257889269619, | |
-0.256181583917119, | |
-0.2558741396952451, | |
-0.2515477933857133, | |
-0.25015677525836844, | |
0.24901959167191592, | |
-0.24863397084547822, | |
-0.24790556960169494, | |
0.24757021432201357, | |
0.24590284763492465, | |
-0.244921781453296, | |
-0.2443623414606342, | |
-0.2428773982255758, | |
-0.2427458194403154, | |
0.24250051322949046, | |
0.24217670070802413, | |
0.24163364003594015, | |
0.23885722444073354, | |
0.23875901644645955, | |
0.2365832073850618, | |
0.2353306165704479, | |
0.2344308864168047, | |
-0.23398442303456501, | |
0.23308422820213248, | |
0.23270512583844308, | |
0.23267835473033638, | |
-0.23262805814367524, | |
-0.23110895071079007, | |
-0.2291051191739247, | |
-0.22838553956991994, | |
-0.22776268009535103, | |
-0.22681344585288016, | |
0.22610725920683494, | |
0.22573758196115226, | |
-0.22551125651655007, | |
0.22489740523846305, | |
0.22487155254493066, | |
-0.224272828745564, | |
-0.2237087976648969, | |
0.22271958271533146, | |
-0.22259782450400525, | |
-0.2223548553051226, | |
0.22225322737592795, | |
-0.22221093680916063, | |
0.22063108861204392, | |
0.22039800982098276, | |
0.2186807797756373, | |
0.21864847932405104, | |
-0.21854347438045094, | |
0.21639525355213984, | |
0.2156468165200725, | |
0.21429595454909242, | |
-0.21366429047208485, | |
-0.21272286045133448, | |
-0.21230204354473525, | |
0.21030214239877354, | |
-0.2101611619461379, | |
-0.20986123787422528, | |
-0.20951646441761837, | |
-0.2086208938253625, | |
-0.2071960845350625, | |
0.20693939858509247, | |
0.20680718654535407, | |
-0.20583601241852365, | |
0.20482304477284266, | |
-0.2042358465638711, | |
-0.20213717462284067, | |
-0.20185895228080472, | |
0.20152795277273425, | |
-0.20014090102165397, | |
0.1973390675424627, | |
0.1971027883338203, | |
-0.1970612389918811, | |
-0.19676978708547682, | |
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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": 0.9245718688113321, | |
"recall": 1.8884120171673822, | |
"f1": 1.241176163284047, | |
"jaccard": 0.6247605860243972 | |
} | |
} | |
} |