| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ULK4P2", | |
| "FAM83C", | |
| "GARIN5B", | |
| "TFAP2A", | |
| "NPPC", | |
| "TMPRSS11A", | |
| "SPDYE2", | |
| "GPCPD1", | |
| "PCDHGB2", | |
| "HORMAD1", | |
| "MINDY4", | |
| "OR10A3", | |
| "RGPD8", | |
| "PIGR", | |
| "FABP2", | |
| "LEP", | |
| "PLEKHG7", | |
| "C12orf54", | |
| "TBX20", | |
| "MGC15885", | |
| "RGS16", | |
| "OR11H12", | |
| "MYOC", | |
| "PNLIPRP1", | |
| "PDCL2", | |
| "H2AB1", | |
| "SLC36A2", | |
| "GAGE12J", | |
| "GPNMB", | |
| "FAM3B", | |
| "AS3MT", | |
| "S100G", | |
| "AMELX", | |
| "PRG1", | |
| "APOF", | |
| "FAM136BP", | |
| "PRM2", | |
| "FRMD1", | |
| "KRTAP10-4", | |
| "NEU2", | |
| "TAS2R1", | |
| "H2BC1", | |
| "NHERF4", | |
| "TEX38", | |
| "RSPO4", | |
| "MYO7B", | |
| "SLC36A3", | |
| "SLED1", | |
| "PRB4", | |
| "TRIM14", | |
| "LIPJ", | |
| "B3GNT9", | |
| "IGFL3", | |
| "SUN5", | |
| "CCDC198", | |
| "PCDHA8", | |
| "FREY1", | |
| "OR52M1", | |
| "S100A7", | |
| "C16orf90", | |
| "DIO3OS", | |
| "MIA2", | |
| "OR4S1", | |
| "DNAJC15", | |
| "TBC1D26", | |
| "MRAP", | |
| "CRYGB", | |
| "UGT1A7", | |
| "IDO1", | |
| "PRAME", | |
| "CXADRP3", | |
| "WT1", | |
| "ASPRV1", | |
| "SDHAP3", | |
| "CHODL-AS1", | |
| "LCE3A", | |
| "CPA6", | |
| "ADH1A", | |
| "NME6", | |
| "PCSK9", | |
| "BTLA", | |
| "AIRE", | |
| "PROX2", | |
| "KLC3", | |
| "STON1-GTF2A1L", | |
| "KRT3", | |
| "C10orf53", | |
| "LOC284009", | |
| "TNNI1", | |
| "PLGLA", | |
| "PCDHB2", | |
| "KLF14", | |
| "RHBG", | |
| "MYH8", | |
| "PRAMEF18", | |
| "OR52K2", | |
| "IQCF6", | |
| "TPRX1", | |
| "USP29", | |
| "UPK3BL1", | |
| "PRAMEF5", | |
| "ANGPTL3", | |
| "KRTAP9-2", | |
| "LRRC18", | |
| "PLA2G2C", | |
| "SNORD67", | |
| "CRYBB3", | |
| "ARGFX", | |
| "KASH5", | |
| "IFNA21", | |
| "RGPD5", | |
| "KCNH2", | |
| "AADACL4", | |
| "CFHR1", | |
| "H2BW2", | |
| "TMC3", | |
| "OR2T34", | |
| "F2", | |
| "SNORA3B", | |
| "DSCR9", | |
| "RHAG", | |
| "DDI1", | |
| "FABP12", | |
| "TBC1D3G", | |
| "SUPT20HL1", | |
| "LYPD4", | |
| "TBX10", | |
| "CCL1", | |
| "IL1B", | |
| "ZAN", | |
| "LRRC70", | |
| "ALDH1A1", | |
| "IFNA2", | |
| "DYNAP", | |
| "OR10Q1", | |
| "TRMT12", | |
| "AFM", | |
| "KRTAP9-9", | |
| "FAM138D", | |
| "RPA4", | |
| "SDR9C7", | |
| "KLK1", | |
| "CSPG4P2Y", | |
| "KRT12", | |
| "RNASE7", | |
| "PCDHB6", | |
| "TRIM10", | |
| "RBM48", | |
| "SPINK13", | |
| "OR56B1", | |
| "GOLGA8DP", | |
| "PCDHA9", | |
| "TBXT", | |
| "ZNF880", | |
| "ACE2", | |
| "FOXA3", | |
| "PXMP4", | |
| "LINC00589", | |
| "MS4A12", | |
| "PPIAL4A", | |
| "TMPRSS11BNL", | |
| "OR4C3", | |
| "SNX31", | |
| "MESD", | |
| "IGDCC4", | |
| "KCNK10", | |
| "CFHR4", | |
| "HNF1A", | |
| "CLP1", | |
| "FCRLA", | |
| "OR10H1", | |
| "RPS27", | |
| "NT5C1B", | |
| "OR56A4", | |
| "OR2AT4", | |
| "MOS", | |
| "XAGE3", | |
| "PXT1", | |
| "SMCO2", | |
| "TM6SF2", | |
| "GPR151", | |
| "LOC728024", | |
| "IHO1", | |
| "NDUFAF6", | |
| "TRIM60", | |
| "OR52I2", | |
| "FAM138B", | |
| "HTR2B", | |
| "CCDC196", | |
| "PCDHGB1", | |
| "VN1R4", | |
| "CATSPER4", | |
| "H4C6", | |
| "LY6S-AS1", | |
| "TTTY19", | |
| "KRTAP2-1", | |
| "LOC284788", | |
| "OR4C6", | |
| "ADGRF4", | |
| "CLDN25", | |
| "PCDHGA6", | |
| "OR1N2", | |
| "HCRTR1", | |
| "EGLN3", | |
| "OR5AN1", | |
| "OR6B3", | |
| "HNRNPCL1", | |
| "SLN", | |
| "CIB3", | |
| "STX19", | |
| "JAML", | |
| "HTR1A", | |
| "CPLX4", | |
| "OR8A1", | |
| "OR10S1", | |
| "TINAG", | |
| "MBD3L5", | |
| "SDHAF3", | |
| "GPR148", | |
| "FKSG29", | |
| "OR2M5", | |
| "MAGEC2", | |
| "RNASE11", | |
| "TAB3", | |
| "OR10G3", | |
| "RPL21P44", | |
| "EZR", | |
| "CEACAM7", | |
| "OR4K1", | |
| "LDLRAD1", | |
| "OR10X1", | |
| "SUSD1", | |
| "RGS13", | |
| "MUC21", | |
| "SNORA79", | |
| "ASZ1", | |
| "MIOX", | |
| "OR6T1", | |
| "OR6F1", | |
| "LINC02694", | |
| "ING1", | |
| "CPZ", | |
| "HLA-DQA2", | |
| "PAX4", | |
| "C16orf46", | |
| "KRTAP6-2", | |
| "LOC642929", | |
| "TDRD12", | |
| "USH1G", | |
| "A4GNT", | |
| "WDSUB1", | |
| "PPP1R14D", | |
| "SNORA5C", | |
| "ASCL3", | |
| "PCDHGA5", | |
| "OR2L1P", | |
| "CPS1", | |
| "CT47B1", | |
| "FAM47C", | |
| "ANKRD33", | |
| "OR2M1P", | |
| "NETO2", | |
| "FOXD4L5", | |
| "FAM99A", | |
| "RAG2", | |
| "KRT23", | |
| "LIN7A", | |
| "NAPSB", | |
| "ACTRT3", | |
| "TSBP1", | |
| "SOX3", | |
| "ANTXRL", | |
| "FSHR", | |
| "OR4M2", | |
| "POU1F1", | |
| "OR2T6", | |
| "APOBEC3A", | |
| "CD8A", | |
| "SEPTIN14", | |
| "PCDHB4", | |
| "ACTL10", | |
| "KRTAP4-7", | |
| "OR4X2", | |
| "HSF5", | |
| "ASIP", | |
| "CRISP3", | |
| "IFNK", | |
| "DPRX", | |
| "ARL14", | |
| "VWDE", | |
| "RNF186", | |
| "CLRN1-AS1", | |
| "WTIP", | |
| "RPL23AP7", | |
| "ESPNL", | |
| "PPAN-P2RY11", | |
| "MT4", | |
| "PAGE5", | |
| "CLCA3P", | |
| "TNK1", | |
| "MGAM", | |
| "SERPINF2", | |
| "ACTC1", | |
| "POLR2J2", | |
| "SSX8P", | |
| "HS3ST6", | |
| "SPMIP2", | |
| "OR11L1", | |
| "GUCY2GP", | |
| "HOXD8", | |
| "TMEM72", | |
| "WFDC10B", | |
| "PAGE1", | |
| "CYP4A22", | |
| "ERRFI1", | |
| "TAS2R3", | |
| "SPINK4", | |
| "SERPINB4", | |
| "ALDH7A1", | |
| "KLK15", | |
| "TTTY4C", | |
| "MGC27382", | |
| "FAM99B", | |
| "SLC15A1", | |
| "NANOS2", | |
| "DEFB129", | |
| "OR1F2P", | |
| "HELT", | |
| "POU4F3", | |
| "TCL1A", | |
| "UCP1", | |
| "OR5M3", | |
| "SNORA16B", | |
| "PCGEM1", | |
| "KLHL14", | |
| "NXPH2", | |
| "INHBA", | |
| "HCN4", | |
| "NCF1C", | |
| "RAET1G", | |
| "ZNF174", | |
| "PEDS1-UBE2V1", | |
| "MAGEB4", | |
| "CLEC12B", | |
| "PZP", | |
| "TNF", | |
| "IGFL2", | |
| "CD34", | |
| "OR51T1", | |
| "OR4C46", | |
| "OR1K1", | |
| "ADGRF1", | |
| "HAMP", | |
| "PSG5", | |
| "CLEC4GP1", | |
| "SMN2", | |
| "PSG3", | |
| "SCGB2B2", | |
| "SIGLEC6", | |
| "DMRTC1", | |
| "PACSIN3", | |
| "DPPA3", | |
| "MSGN1", | |
| "VPS72", | |
| "MUCL1", | |
| "TMEM179", | |
| "OR2B3", | |
| "OR51G2", | |
| "SNORA38B", | |
| "MLEC", | |
| "LOC730101", | |
| "NKAPP1", | |
| "DEFB115", | |
| "PABPC1P2", | |
| "NANOS1", | |
| "C1orf185", | |
| "PCDHGA8", | |
| "GNAT3", | |
| "GP2", | |
| "TRIM72", | |
| "EPS8L3", | |
| "OR1B1", | |
| "LGALS9B", | |
| "LRRC74A", | |
| "CERS3", | |
| "KRTAP19-6", | |
| "SLC12A1", | |
| "KRTAP20-4", | |
| "XCR1", | |
| "NEUROG2", | |
| "MAGEA5P", | |
| "MOGAT3", | |
| "EMC10", | |
| "FAM47A", | |
| "OR11H1", | |
| "LINC00200", | |
| "CST9", | |
| "FBXO6", | |
| "OR1S1", | |
| "PKD1L3", | |
| "LINC00479", | |
| "ITLN1", | |
| "FCRL3", | |
| "TUBAL3", | |
| "PPP1R2B", | |
| "ZNF594", | |
| "LCN1", | |
| "MSMB", | |
| "STRA8", | |
| "YIPF7", | |
| "ACSM6", | |
| "ANO2", | |
| "ARFGAP3", | |
| "CCDC38", | |
| "IL37", | |
| "TTC22", | |
| "OR5AP2", | |
| "RAD51AP2", | |
| "MRI1", | |
| "POLH", | |
| "CEACAM22P", | |
| "ESPNP", | |
| "HAO2", | |
| "LINC00588", | |
| "EDAR", | |
| "ZBED1", | |
| "HBG2", | |
| "FLACC1", | |
| "AVP", | |
| "FAM27E5", | |
| "SFTPA1", | |
| "RSPH6A", | |
| "TTTY22", | |
| "ALOX15", | |
| "AOX2P", | |
| "MID2", | |
| "SLFN14", | |
| "OR2M3", | |
| "PAX2", | |
| "HLA-DQA1", | |
| "COX6B2", | |
| "PRORSD1P", | |
| "TEX11", | |
| "SLC2A2", | |
| "CHST13", | |
| "HRNR", | |
| "DPPA2", | |
| "IL27", | |
| "CT45A1", | |
| "LINC00173", | |
| "RFPL3", | |
| "SELE", | |
| "SNORA36B", | |
| "SPANXN3", | |
| "SNORA69", | |
| "ZNG1A", | |
| "RBBP8NL", | |
| "ABCG5", | |
| "FLG2", | |
| "GLYCAM1", | |
| "ULK2", | |
| "LHFPL7", | |
| "TRIM77", | |
| "GPHA2", | |
| "H3-4", | |
| "ZNF334", | |
| "BTC", | |
| "LINGO3", | |
| "PCDHGB6", | |
| "ZNF311", | |
| "RAET1L", | |
| "GAGE12D", | |
| "CD300LD", | |
| "MAGEB18", | |
| "CFAP45", | |
| "SLC22A20P", | |
| "ESR1", | |
| "REC114", | |
| "HBG1", | |
| "CSTPP1", | |
| "LINC00469", | |
| "POLR2J3", | |
| "FGFBP1", | |
| "LCE3D", | |
| "ZNF625", | |
| "OR4D11", | |
| "CCL15", | |
| "SPATA18", | |
| "GUCY2F", | |
| "FBXL21P", | |
| "DHRS4-AS1", | |
| "FAAH2", | |
| "OR10AG1", | |
| "OR2T33", | |
| "MEOX1", | |
| "OIT3", | |
| "ADGRF3", | |
| "C22orf42", | |
| "PLSCR4", | |
| "HJV", | |
| "HULC", | |
| "GSTA5", | |
| "SAMD14", | |
| "SLC29A4", | |
| "SKINT1L", | |
| "PRR30", | |
| "FERD3L", | |
| "HBZ", | |
| "TG", | |
| "NDST4", | |
| "DEFB109A", | |
| "SLC10A2", | |
| "OR2T35", | |
| "L1TD1", | |
| "PAX8", | |
| "SLC26A5", | |
| "RUNX1-IT1", | |
| "CPXCR1", | |
| "NLRP9", | |
| "LOC284379", | |
| "SNAR-D", | |
| "PAGE3", | |
| "OR2T10", | |
| "LILRB5", | |
| "ALOX12", | |
| "FRG2", | |
| "LINC01565", | |
| "TFAP2D", | |
| "DPPA5", | |
| "OR10G2", | |
| "TBC1D29P", | |
| "SERPINB10", | |
| "SPINK6", | |
| "SYCP3", | |
| "SPACA3", | |
| "DEFB112", | |
| "MAT1A", | |
| "LCE2C", | |
| "GATA6", | |
| "CYP1A2", | |
| "NCR1", | |
| "HSFY1P1", | |
| "LAX1", | |
| "UBE2DNL", | |
| "ASB12", | |
| "MBL2", | |
| "ADGRF2P", | |
| "GARIN3", | |
| "SCARNA15", | |
| "ZP4", | |
| "OR2T12", | |
| "PRSS38", | |
| "LANCL3", | |
| "DEFA6", | |
| "INSL6", | |
| "MUC2", | |
| "OR4C13", | |
| "OR5P3", | |
| "OR10P1", | |
| "OR2A12", | |
| "KRT4", | |
| "PASD1", | |
| "CTH", | |
| "INTS4P2", | |
| "GP9", | |
| "PM20D1", | |
| "PDHA2", | |
| "TFDP1", | |
| "OR2G2", | |
| "SYNE4", | |
| "OR13C8", | |
| "ZSCAN5B", | |
| "GARIN6", | |
| "PRSS8", | |
| "GBP4", | |
| "PCDHGB3", | |
| "HSP90AB4P", | |
| "SLC22A16", | |
| "DAOA", | |
| "MBOAT4", | |
| "NPHP3-AS1", | |
| "MLPH", | |
| "PCDH10", | |
| "DELEC1", | |
| "SPINK5", | |
| "SULT1A1", | |
| "MAGEB2", | |
| "CCDC185", | |
| "OR6C76", | |
| "GDF7", | |
| "MT1B", | |
| "IL21" | |
| ], | |
| "Coefficient": [ | |
| -0.8860844512386178, | |
| -0.7234859534786435, | |
| -0.6751313063090156, | |
| -0.6656168973998999, | |
| 0.6260555221212132, | |
| 0.607668432238348, | |
| 0.593263583930703, | |
| -0.5908140411392979, | |
| -0.5649726463468983, | |
| 0.5337053065571247, | |
| -0.4980715475655731, | |
| 0.49731472621624767, | |
| -0.48197723380275076, | |
| -0.47840513281744096, | |
| 0.4647741791202664, | |
| -0.44895992932711326, | |
| -0.44134916213295605, | |
| -0.4405140080146503, | |
| 0.440367223478383, | |
| 0.4329465926039769, | |
| -0.4324657458165468, | |
| 0.4283240294212853, | |
| 0.40271006573371576, | |
| -0.39588236020624035, | |
| 0.39579158055357405, | |
| 0.38923719614006286, | |
| 0.38810186510256267, | |
| 0.3755782137654766, | |
| 0.37308455316023215, | |
| 0.36855541656349355, | |
| 0.3680671070235012, | |
| 0.356820989301013, | |
| -0.35681185388454467, | |
| 0.3526791448647834, | |
| -0.350583215699038, | |
| -0.3505153716447066, | |
| -0.34756673800951615, | |
| 0.3393047844554681, | |
| -0.33741369488456374, | |
| 0.33735476471824727, | |
| 0.3371034033045072, | |
| 0.3315554511432048, | |
| 0.33024174055842076, | |
| -0.3285259987576052, | |
| 0.32788631140489327, | |
| -0.3266042260900899, | |
| 0.324691606844808, | |
| -0.3199862092988782, | |
| 0.31983799454252626, | |
| 0.31908000565981937, | |
| 0.3182777355654579, | |
| -0.3168268064873609, | |
| -0.31671704650476035, | |
| 0.31448963563793436, | |
| 0.3120197452338439, | |
| 0.3111409636316909, | |
| -0.3080872535388915, | |
| 0.3066190887925536, | |
| 0.30557706579882177, | |
| -0.30429251017672315, | |
| 0.30418410465677115, | |
| 0.3005885334905155, | |
| 0.2944546160175495, | |
| 0.2908258303049693, | |
| -0.2903495960693814, | |
| -0.2901058736883567, | |
| 0.2861621462288905, | |
| -0.28613083440752485, | |
| -0.2848048715141645, | |
| -0.284022028329524, | |
| 0.28133275671024477, | |
| -0.2803702322533943, | |
| 0.28034667861628754, | |
| -0.2795345288070959, | |
| 0.27851432667254455, | |
| -0.2785013752201649, | |
| 0.27757062627822027, | |
| 0.27642788689456815, | |
| 0.27618175322419797, | |
| -0.2753643140834801, | |
| -0.27462513616611733, | |
| 0.2745460648176994, | |
| 0.2731796028606783, | |
| -0.2710188842518745, | |
| -0.2707858568283255, | |
| -0.2699600187584171, | |
| -0.268283833446063, | |
| 0.2660817702023451, | |
| -0.2659531172625644, | |
| 0.26445062934623587, | |
| 0.26388600005847035, | |
| -0.26155230498632787, | |
| 0.2597919433066727, | |
| 0.25889858466142673, | |
| -0.2586745500468391, | |
| 0.2585733538455059, | |
| -0.2578023978893274, | |
| -0.2560407780021299, | |
| -0.25541278902175973, | |
| -0.2552614355049913, | |
| -0.25458712231482006, | |
| 0.25443945059258444, | |
| 0.2539185702412895, | |
| 0.25326422885266037, | |
| 0.24753226353111815, | |
| -0.24689893308636773, | |
| -0.24533125694726704, | |
| 0.2451749955756215, | |
| 0.24309214889596334, | |
| -0.24129688639645824, | |
| 0.2401935994375399, | |
| 0.24010848818223393, | |
| -0.2395392315696848, | |
| -0.23663989202759705, | |
| 0.23484223976167037, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 0.0033633267034395707, | |
| 0.002893592989563875, | |
| 0.0026452542743974614, | |
| 0.0016004534143397359, | |
| 0.0010996225024803125, | |
| 0.0007561323620515884, | |
| 0.0007141902290222205, | |
| 0.0006199632925527549, | |
| 0.0003170178330667476, | |
| 0.00023313993726557444 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.16835066607456867, | |
| "recall": 1.1428571428571428, | |
| "f1": 0.29346745895880433, | |
| "jaccard": 0.147136823138221 | |
| } | |
| } | |
| } |