| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ULK4P2", | |
| "FAM83C", | |
| "SPDYE2", | |
| "GARIN5B", | |
| "GPCPD1", | |
| "TFAP2A", | |
| "TMPRSS11A", | |
| "OR10A3", | |
| "NPPC", | |
| "MGC15885", | |
| "HORMAD1", | |
| "RGS16", | |
| "PCDHGB2", | |
| "RGPD8", | |
| "FABP2", | |
| "PIGR", | |
| "FRMD1", | |
| "C12orf54", | |
| "IDO1", | |
| "MRAP", | |
| "PRAME", | |
| "GAGE12J", | |
| "H2AB1", | |
| "PNLIPRP1", | |
| "S100G", | |
| "PLEKHG7", | |
| "NEU2", | |
| "FREY1", | |
| "TBX20", | |
| "MINDY4", | |
| "MYOC", | |
| "TAS2R1", | |
| "SLN", | |
| "APOF", | |
| "PRG1", | |
| "IGFL3", | |
| "AS3MT", | |
| "LIPJ", | |
| "TM6SF2", | |
| "S100A7", | |
| "B3GNT9", | |
| "SLC36A3", | |
| "TEX38", | |
| "LEP", | |
| "CRYGB", | |
| "OR11H12", | |
| "DIO3OS", | |
| "AMELX", | |
| "KLC3", | |
| "C10orf53", | |
| "SLED1", | |
| "OR52M1", | |
| "CCDC198", | |
| "SLC36A2", | |
| "TPRX1", | |
| "CPLX4", | |
| "ADH1A", | |
| "PLGLA", | |
| "FAM136BP", | |
| "HCRTR1", | |
| "FAM3B", | |
| "CXADRP3", | |
| "CFHR1", | |
| "ARGFX", | |
| "PCDHB2", | |
| "RGPD5", | |
| "PCDHGA6", | |
| "UGT1A7", | |
| "KCNH2", | |
| "NHERF4", | |
| "GPNMB", | |
| "H2BC1", | |
| "PRAMEF18", | |
| "OR10Q1", | |
| "NME6", | |
| "CHODL-AS1", | |
| "MYH8", | |
| "AADACL4", | |
| "PDCL2", | |
| "SDR9C7", | |
| "CEACAM7", | |
| "GPR148", | |
| "PRM2", | |
| "ACTRT3", | |
| "OR4S1", | |
| "SUPT20HL1", | |
| "KLK1", | |
| "VPS72", | |
| "PCDHA8", | |
| "TBXT", | |
| "KRTAP10-4", | |
| "PRB4", | |
| "LYPD4", | |
| "TRIM14", | |
| "TNK1", | |
| "LY6S-AS1", | |
| "PCDHA9", | |
| "PRAMEF5", | |
| "PCDHGA5", | |
| "ACE2", | |
| "H2BW2", | |
| "MYO7B", | |
| "RSPO4", | |
| "ANGPTL3", | |
| "PPP1R14D", | |
| "FCRLA", | |
| "KASH5", | |
| "IQCF6", | |
| "PCSK9", | |
| "KRT3", | |
| "KRT12", | |
| "DDI1", | |
| "ZAN", | |
| "OR56A4", | |
| "OR6F1", | |
| "ZNF174", | |
| "TMC3", | |
| "KLF14", | |
| "C16orf90", | |
| "CRYBB3", | |
| "SNORD67", | |
| "IFNA2", | |
| "NXPH2", | |
| "FAM138D", | |
| "TTTY19", | |
| "IFNA21", | |
| "MIA2", | |
| "H4C6", | |
| "STON1-GTF2A1L", | |
| "MS4A12", | |
| "HNF1A", | |
| "MAGEC2", | |
| "OR52K2", | |
| "SUN5", | |
| "CCL1", | |
| "AFM", | |
| "AIRE", | |
| "LOC284009", | |
| "CIB3", | |
| "RNASE7", | |
| "YIPF7", | |
| "DYNAP", | |
| "PCDHB6", | |
| "RHAG", | |
| "SNORA3B", | |
| "RBM48", | |
| "UPK3BL1", | |
| "MUC21", | |
| "KRTAP9-2", | |
| "CLDN25", | |
| "TRIM60", | |
| "ANKRD33", | |
| "FABP12", | |
| "SOX3", | |
| "OR4C3", | |
| "SNX31", | |
| "HLA-DQA2", | |
| "OR1S1", | |
| "CSPG4P2Y", | |
| "TRMT12", | |
| "POLR2J2", | |
| "TRIM10", | |
| "CATSPER4", | |
| "STX19", | |
| "RNASE11", | |
| "SDHAF3", | |
| "TINAG", | |
| "WT1", | |
| "OR56B1", | |
| "CCDC196", | |
| "VN1R4", | |
| "NETO2", | |
| "OR4K1", | |
| "TNNI1", | |
| "F2", | |
| "LINC00589", | |
| "TBC1D3G", | |
| "OR10H1", | |
| "USP29", | |
| "DSCR9", | |
| "OR6B3", | |
| "RPL21P44", | |
| "CLEC4GP1", | |
| "IL1B", | |
| "EGLN3", | |
| "LCE3A", | |
| "NDUFAF6", | |
| "DNAJC15", | |
| "MOS", | |
| "TBX10", | |
| "FAM47C", | |
| "RPA4", | |
| "ANTXRL", | |
| "HTR2B", | |
| "IHO1", | |
| "GOLGA8DP", | |
| "RHBG", | |
| "ZNF880", | |
| "IGDCC4", | |
| "ANO2", | |
| "SMCO2", | |
| "ASPRV1", | |
| "LIN7A", | |
| "MIOX", | |
| "OR2T34", | |
| "HOXD8", | |
| "HNRNPCL1", | |
| "CLCA3P", | |
| "POU1F1", | |
| "PPIAL4A", | |
| "OR11L1", | |
| "OR1N2", | |
| "PXT1", | |
| "CPA6", | |
| "WDSUB1", | |
| "NANOS2", | |
| "TMPRSS11BNL", | |
| "ASZ1", | |
| "KRTAP9-9", | |
| "IGFL2", | |
| "CRISP3", | |
| "KCNK10", | |
| "OR8A1", | |
| "RPS27", | |
| "SNORA38B", | |
| "TBC1D26", | |
| "CST9", | |
| "LRRC18", | |
| "CFHR4", | |
| "RNF186", | |
| "SPINK13", | |
| "PXMP4", | |
| "LOC284788", | |
| "PLA2G2C", | |
| "RPL23AP7", | |
| "OR4X2", | |
| "KRTAP2-1", | |
| "SERPINF2", | |
| "SYNE4", | |
| "TCL1A", | |
| "XAGE3", | |
| "ALDH1A1", | |
| "ALOX15", | |
| "FAM99A", | |
| "OR10S1", | |
| "RGS13", | |
| "NPHP3-AS1", | |
| "TRIM72", | |
| "PROX2", | |
| "USH1G", | |
| "NT5C1B", | |
| "CDH19", | |
| "OR2L1P", | |
| "SLC10A2", | |
| "MGAM", | |
| "ERRFI1", | |
| "HSP90AB4P", | |
| "FOXA3", | |
| "DPRX", | |
| "TSBP1", | |
| "LOC728024", | |
| "PAGE1", | |
| "OR2M1P", | |
| "PAGE5", | |
| "OR10G3", | |
| "CLRN1-AS1", | |
| "KRTAP4-7", | |
| "CYP2R1", | |
| "OR2T6", | |
| "KRT23", | |
| "OR4F4", | |
| "NAPSB", | |
| "OR6T1", | |
| "HAMP", | |
| "OR52I2", | |
| "GTF2IRD2", | |
| "CPZ", | |
| "PCGEM1", | |
| "HTR1A", | |
| "PCDHGA8", | |
| "OR4C6", | |
| "OR1F2P", | |
| "UBE2DNL", | |
| "GAGE12D", | |
| "PEDS1-UBE2V1", | |
| "LDLRAD1", | |
| "PLSCR4", | |
| "SSX8P", | |
| "CHST13", | |
| "LINC00173", | |
| "PABPC1P2", | |
| "LRRC70", | |
| "PCDHGB1", | |
| "MESD", | |
| "EDAR", | |
| "XCR1", | |
| "OR10X1", | |
| "GDF7", | |
| "OR2AT4", | |
| "KRTAP6-2", | |
| "IL27", | |
| "FZD9", | |
| "SNORA36B", | |
| "PCDH10", | |
| "CDCA7", | |
| "FLACC1", | |
| "HSF5", | |
| "OR4M2", | |
| "DEFB129", | |
| "CCDC38", | |
| "SLC22A20P", | |
| "SERPINB4", | |
| "FBXO6", | |
| "OR4C46", | |
| "SNORA5C", | |
| "PACSIN3", | |
| "CD8A", | |
| "TUBAL3", | |
| "ESPNP", | |
| "RAET1L", | |
| "KLHL14", | |
| "PPP1R2B", | |
| "SELE", | |
| "MAGEB4", | |
| "FAM138B", | |
| "GARIN6", | |
| "NCF1C", | |
| "FAM99B", | |
| "FLJ13224", | |
| "OR2L8", | |
| "TDRD12", | |
| "DEFB110", | |
| "LRRC74A", | |
| "MUCL1", | |
| "SEPTIN14", | |
| "IFNK", | |
| "SUSD1", | |
| "A4GNT", | |
| "CD300LD", | |
| "ZNF594", | |
| "EPS8L3", | |
| "ASCL3", | |
| "FAM27E5", | |
| "UCP1", | |
| "HRNR", | |
| "PAX8", | |
| "ADGRF2P", | |
| "OR11H1", | |
| "TAB3", | |
| "CYP4A22", | |
| "FKSG29", | |
| "SNORA69", | |
| "LINC00469", | |
| "GUCY2GP", | |
| "ACTC1", | |
| "GP2", | |
| "OR2B3", | |
| "MBD3L5", | |
| "RAET1G", | |
| "RHEBL1", | |
| "NKAPP1", | |
| "GPR151", | |
| "PSG5", | |
| "MRI1", | |
| "SMN2", | |
| "FAM47A", | |
| "OR1K1", | |
| "OR5AN1", | |
| "TMEM244", | |
| "MID2", | |
| "GAGE1", | |
| "ACSM6", | |
| "PNPLA1", | |
| "APOBEC3A", | |
| "FLG2", | |
| "MSGN1", | |
| "DPPA3", | |
| "STRA8", | |
| "ITLN1", | |
| "TOPAZ1", | |
| "PRORSD1P", | |
| "TTTY4C", | |
| "ARL14", | |
| "SLC22A16", | |
| "SCGB2B2", | |
| "OR2M5", | |
| "PKD1L3", | |
| "OR2T33", | |
| "LOC730101", | |
| "FCRL3", | |
| "LOC642929", | |
| "H3-4", | |
| "ARRDC5", | |
| "CYCSP52", | |
| "SCP2D1", | |
| "CLP1", | |
| "ADGRF4", | |
| "LINC00479", | |
| "LRRC69", | |
| "MAGEA5P", | |
| "DEFB115", | |
| "DAOA", | |
| "DEFA6", | |
| "CRCT1", | |
| "OR10P1", | |
| "WTIP", | |
| "DPPA2", | |
| "OR2T10", | |
| "KRTAP4-3", | |
| "EMC10", | |
| "OR5M3", | |
| "LCE2C", | |
| "GATA6", | |
| "KRTAP1-1", | |
| "AOX2P", | |
| "SNORA16B", | |
| "JAML", | |
| "CD300LD-AS1", | |
| "FRG2", | |
| "HLA-DQA1", | |
| "HSFY1P1", | |
| "SYCP3", | |
| "GSTA5", | |
| "CPS1", | |
| "VWDE", | |
| "SLC26A5", | |
| "GBP4", | |
| "TMEM179", | |
| "MGC27382", | |
| "LINC00588", | |
| "SFTPA1", | |
| "OR1B1", | |
| "TTTY22", | |
| "ULK2", | |
| "SFTA2", | |
| "PCDHB4", | |
| "PAGE3", | |
| "CD34", | |
| "GNAT3", | |
| "LACRT", | |
| "EZR", | |
| "OR5P3", | |
| "LCN1", | |
| "ASIP", | |
| "L1TD1", | |
| "CASR", | |
| "CEACAM22P", | |
| "SLC2A2", | |
| "ARFGAP3", | |
| "SDHAP3", | |
| "SNORA79", | |
| "PAX4", | |
| "SPINK5", | |
| "OR51G2", | |
| "GJB4", | |
| "FAAH2", | |
| "GLMP", | |
| "OR10AG1", | |
| "TUBB7P", | |
| "TTC22", | |
| "ZNF625", | |
| "OR2A12", | |
| "OR2M3", | |
| "PHKA2", | |
| "CT45A6", | |
| "LRRC37A2", | |
| "H3C13", | |
| "PRAMEF11", | |
| "LINC02694", | |
| "RAD51AP2", | |
| "WFDC10B", | |
| "SAYSD1", | |
| "BTLA", | |
| "OCLN", | |
| "RUNX1-IT1", | |
| "ZP4", | |
| "INHBA", | |
| "RAG2", | |
| "MRPL42P5", | |
| "NANOS1", | |
| "GPR182", | |
| "LINC01565", | |
| "RBP2", | |
| "CT47B1", | |
| "FOXD4L5", | |
| "PKHD1", | |
| "OR2T12", | |
| "DHRS4-AS1", | |
| "FBXL21P", | |
| "ABCB5", | |
| "DMRTC1", | |
| "TNF", | |
| "IL37", | |
| "C1orf185", | |
| "LINC00200", | |
| "FSHR", | |
| "HELT", | |
| "GLP1R", | |
| "POU4F3", | |
| "LOC284379", | |
| "OR7G1", | |
| "B4GALNT2", | |
| "MOGAT3", | |
| "SPACA3", | |
| "MUC2", | |
| "LRRC30", | |
| "SLC23A1", | |
| "ESPNL", | |
| "MAT1A", | |
| "PRSS38", | |
| "MSMB", | |
| "TRIM77", | |
| "DELEC1", | |
| "GAGE4", | |
| "CHRNG", | |
| "CYP1A2", | |
| "PPAN-P2RY11", | |
| "EDDM3A", | |
| "ASB12", | |
| "PZP", | |
| "HBG2", | |
| "OR51T1", | |
| "LINC01555", | |
| "AP1M2", | |
| "ALDH7A1", | |
| "MAGEB18", | |
| "KRTAP20-4", | |
| "PTH2", | |
| "SLURP1", | |
| "SIGLEC6", | |
| "ZNF334", | |
| "PKD1L1", | |
| "TSSK1B", | |
| "SKINT1L", | |
| "DEFB109A", | |
| "TPD52", | |
| "SPANXN3", | |
| "KRTAP27-1", | |
| "PPEF2", | |
| "TMEM72", | |
| "LHFPL7", | |
| "TG", | |
| "KRT39", | |
| "LINC00244", | |
| "CABS1", | |
| "ADGRF1", | |
| "C1orf105", | |
| "SERPINB10", | |
| "SPMIP8", | |
| "RSPH6A", | |
| "PCDHGB3", | |
| "CSTPP1", | |
| "LAX1", | |
| "XAGE1B", | |
| "POM121L12", | |
| "BTC", | |
| "ZBED1", | |
| "MT4", | |
| "OR6C76", | |
| "GALK2", | |
| "OR5D16", | |
| "HS3ST6", | |
| "GCM2", | |
| "CIMIP4", | |
| "PLEKHG4", | |
| "SERPINC1", | |
| "SLFN14", | |
| "NLRP9", | |
| "NAIP", | |
| "LCE3D", | |
| "CPXCR1", | |
| "DNAJC25-GNG10", | |
| "TAS2R8", | |
| "CT45A1" | |
| ], | |
| "Coefficient": [ | |
| -0.8432212436778674, | |
| -0.7257534650998033, | |
| 0.7072986138709354, | |
| -0.681981265377903, | |
| -0.6522712514172907, | |
| -0.6273124819360356, | |
| 0.5830742920465952, | |
| 0.5625349917362221, | |
| 0.5495834680898193, | |
| 0.5428002603511652, | |
| 0.5231111478935508, | |
| -0.5199403641052222, | |
| -0.5154906730465021, | |
| -0.48089888353804544, | |
| 0.4763178952533019, | |
| -0.47077042127458446, | |
| 0.45879519899209575, | |
| -0.4374603175026638, | |
| -0.4341287847394905, | |
| -0.43074631235420086, | |
| -0.4215375915362669, | |
| 0.4173502285670381, | |
| 0.41258627964125255, | |
| -0.40514823400093536, | |
| 0.40356255282018894, | |
| -0.4021197638764489, | |
| 0.3989032512506127, | |
| -0.39531824751240213, | |
| 0.3817003669962841, | |
| -0.36885984074527717, | |
| 0.36596113584758516, | |
| 0.3632806809922526, | |
| 0.36133990725100446, | |
| -0.35753831297524313, | |
| 0.35703829912745444, | |
| -0.35556693921776505, | |
| 0.35415402168600124, | |
| 0.3532227090071226, | |
| -0.3481969335078409, | |
| 0.3478402408769066, | |
| -0.3432655858092969, | |
| 0.3367659531568616, | |
| -0.3335162622702183, | |
| -0.3319744129754226, | |
| 0.32949603909102226, | |
| 0.3294576566854646, | |
| 0.32861742346833767, | |
| -0.32786294570810903, | |
| -0.3265001083806184, | |
| -0.32644919190767285, | |
| -0.3262899268318541, | |
| 0.3259406609198054, | |
| 0.3243669078142105, | |
| 0.32185576784756315, | |
| -0.3206487395451328, | |
| -0.31998591513125085, | |
| 0.3193411765512569, | |
| 0.31864034184796874, | |
| -0.3180319486397545, | |
| -0.3061343911850305, | |
| 0.30357226401848264, | |
| 0.3007848076885101, | |
| -0.3002581695508008, | |
| 0.30007759783894067, | |
| 0.2990163022455334, | |
| 0.2984106186010509, | |
| -0.297236100372763, | |
| -0.2966246129428989, | |
| 0.2952509960390141, | |
| 0.29379511219290977, | |
| 0.29366579295164813, | |
| 0.29308979992949424, | |
| -0.2916359329857109, | |
| -0.29139877363513705, | |
| 0.29133025903478893, | |
| 0.2909424139390589, | |
| 0.2903153456712134, | |
| -0.2895666080476736, | |
| 0.28762061649664933, | |
| -0.2875015560026929, | |
| -0.28699574871643185, | |
| -0.286360441755126, | |
| -0.2850339982868986, | |
| -0.282799824594974, | |
| 0.2819891046463617, | |
| -0.2810623771623984, | |
| -0.28045537943608273, | |
| 0.2794522262458508, | |
| 0.27940691627953035, | |
| -0.27708229319663297, | |
| -0.2765999953487519, | |
| 0.27379348296861983, | |
| -0.27007806148057256, | |
| 0.2677950551151774, | |
| 0.2671774887437509, | |
| 0.26706145124738484, | |
| 0.2663940652026003, | |
| -0.26598052820769036, | |
| -0.2656608497273354, | |
| -0.2655246121787891, | |
| 0.2649843038988344, | |
| -0.26391677992820234, | |
| 0.262021138857244, | |
| 0.26087430926664423, | |
| 0.25973329862265226, | |
| -0.25942971376201596, | |
| 0.2583058079290146, | |
| -0.25787018066610884, | |
| -0.2567366009276386, | |
| -0.25554137776833663, | |
| -0.253444442219686, | |
| 0.2533839549386316, | |
| 0.2524730904159138, | |
| -0.25208955444446757, | |
| -0.2504799666060107, | |
| 0.2480154357013511, | |
| -0.24433802303723023, | |
| -0.24400096265112103, | |
| -0.2434895946021669, | |
| -0.24199248940633297, | |
| -0.23834137135094446, | |
| 0.23786912934293825, | |
| 0.23667105079528836, | |
| -0.23617515321388108, | |
| 0.235607505681612, | |
| -0.2319879824856745, | |
| 0.2316788752456119, | |
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| -0.22898343880716218, | |
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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": 0.37292635698326426, | |
| "recall": 0.9374999999999998, | |
| "f1": 0.5335451800340161, | |
| "jaccard": 0.2677764106586515 | |
| } | |
| } | |
| } |