| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "EVX2", | |
| "CDH13", | |
| "OR5B2", | |
| "COL15A1", | |
| "DIPK2B", | |
| "SYT10", | |
| "TBXA2R", | |
| "LYPD2", | |
| "C5orf46", | |
| "COL20A1", | |
| "ERBB4", | |
| "GALNT13", | |
| "ANGPTL7", | |
| "STAC", | |
| "CACNA1F", | |
| "ZNF775", | |
| "RASSF10", | |
| "KCNIP4-IT1", | |
| "ADCYAP1R1", | |
| "RSPH10B2", | |
| "PHACTR3", | |
| "PROK2", | |
| "FLACC1", | |
| "TTTY17B", | |
| "KRTAP13-2", | |
| "MTHFD2L", | |
| "AGBL4", | |
| "MYOM3", | |
| "CD276", | |
| "CLEC2A", | |
| "LRRC74A", | |
| "RPS27", | |
| "PAX7", | |
| "HEY2", | |
| "MAP2K1", | |
| "POU4F1", | |
| "GOLGA2P3Y", | |
| "IL20RB", | |
| "SHOX", | |
| "OR4F4", | |
| "SPATS1", | |
| "CDH26", | |
| "KRTAP4-11", | |
| "RGS7", | |
| "ARRDC5", | |
| "SLC26A10P", | |
| "NOL4", | |
| "MS4A5", | |
| "CCDC27", | |
| "RHOXF1", | |
| "LINC00305", | |
| "OR9G4", | |
| "GARIN4", | |
| "KDM4E", | |
| "LINC03042", | |
| "NPHP3-AS1", | |
| "PKN3", | |
| "THBS4", | |
| "HPS5", | |
| "TSPYL5", | |
| "SLC27A6", | |
| "RIMBP2", | |
| "SNORA22", | |
| "SFTA3", | |
| "GCNA", | |
| "KCNK18", | |
| "PRRT3", | |
| "RFPL1", | |
| "KRTAP9-4", | |
| "GLIS1", | |
| "LRATD1", | |
| "SNORA24", | |
| "AFF2", | |
| "ARGFX", | |
| "OPN1MW", | |
| "PAK5", | |
| "IFNA8", | |
| "TPTEP1", | |
| "CLEC18A", | |
| "LOC344967", | |
| "OR13F1", | |
| "LINC01553", | |
| "SLC6A4", | |
| "MYADM", | |
| "VWF", | |
| "SIX4", | |
| "PAX1", | |
| "UPK3B", | |
| "CCR9", | |
| "KRT6B", | |
| "KRT24", | |
| "OR6N1", | |
| "TP53TG5", | |
| "KCNAB1", | |
| "TMEM266", | |
| "SEH1L", | |
| "SLC22A8", | |
| "ODF4", | |
| "TMEM253", | |
| "OR52I1", | |
| "PGLYRP4", | |
| "SPINK9", | |
| "GLYATL2", | |
| "TPH2", | |
| "RAC3", | |
| "DUSP29", | |
| "OR4F6", | |
| "SPINK1", | |
| "HERC2P4", | |
| "LHX2", | |
| "MRS2P2", | |
| "MXRA5", | |
| "NSUN5P2", | |
| "RET", | |
| "LRRC27", | |
| "AWAT1", | |
| "TDRD1", | |
| "SPHKAP", | |
| "EDDM3A", | |
| "C4orf50", | |
| "STC2", | |
| "DEFB135", | |
| "FNDC7", | |
| "APOBEC2", | |
| "SNORA27", | |
| "PIP5K1P1", | |
| "LINC01548", | |
| "ABHD13", | |
| "IFITM4P", | |
| "TGIF1", | |
| "PABPC1L", | |
| "SBSPON", | |
| "KRTAP1-1", | |
| "MOV10L1", | |
| "HSF4", | |
| "PIGX", | |
| "SLC25A52", | |
| "ASIC2", | |
| "CCN6", | |
| "RTEL1", | |
| "ULK4P2", | |
| "VSIG1", | |
| "EXOSC9", | |
| "CHRND", | |
| "CDH20", | |
| "ULK4", | |
| "RSPO4", | |
| "RFLNB", | |
| "PTCRA", | |
| "GRAMD2A", | |
| "UCMA", | |
| "PCYT1B", | |
| "HLA-J", | |
| "SAXO2", | |
| "LSMEM1", | |
| "HCG22", | |
| "TAS2R10", | |
| "TRIM77", | |
| "SATB2", | |
| "OR52L1", | |
| "TLE3", | |
| "ZNF442", | |
| "CEACAM18", | |
| "F2RL3", | |
| "RNASE3", | |
| "ZNF300", | |
| "FLVCR1-DT", | |
| "STAG3", | |
| "ZNF449", | |
| "SGK1", | |
| "FLJ13224", | |
| "GPR83", | |
| "FOXD4", | |
| "NUDT9P1", | |
| "OR5B17", | |
| "ZNF878", | |
| "SERPINB10", | |
| "HOXA13", | |
| "DEFB125", | |
| "OR2W1", | |
| "TUBB1", | |
| "SLC5A1", | |
| "FAM225A", | |
| "NPAS4", | |
| "OR9A4", | |
| "PKP1", | |
| "OR6M1", | |
| "LMO3", | |
| "RAB3B", | |
| "CEBPE", | |
| "NRCAM", | |
| "SNORD115-26", | |
| "POLN", | |
| "ZNF555", | |
| "CA7", | |
| "ATP2C2", | |
| "VSIG10L", | |
| "ACOXL", | |
| "ATAD3C", | |
| "IFNL3", | |
| "FAM74A3", | |
| "NFS1", | |
| "DCLK3", | |
| "C5orf52", | |
| "GSC", | |
| "TEKT2", | |
| "MSH4", | |
| "INGX", | |
| "NXPE2", | |
| "ANKRD34A", | |
| "CIMIP4", | |
| "IL9", | |
| "SPACA3", | |
| "KCNH7", | |
| "AGPAT4-IT1", | |
| "PRSS35", | |
| "DBIL5P", | |
| "TEX38", | |
| "GZF1", | |
| "DYDC2", | |
| "TOMM40L", | |
| "PLP1", | |
| "TSGA10IP", | |
| "MAJIN", | |
| "SPATA32", | |
| "ANKS1B", | |
| "CHRD", | |
| "LINC00310", | |
| "SNORA18", | |
| "MVB12B", | |
| "GABRA5", | |
| "FAM163A", | |
| "SNORA54", | |
| "SCGB1C1", | |
| "OR6C1", | |
| "HPS6", | |
| "FABP4", | |
| "RAB12", | |
| "MAG", | |
| "DEFB122", | |
| "KCNRG", | |
| "SOX1", | |
| "OR4Q3", | |
| "PRKAR1A", | |
| "PMS2P4", | |
| "CDK15", | |
| "PNOC", | |
| "KCNC4", | |
| "PRAMEF13", | |
| "TBC1D3C", | |
| "PKD2L2", | |
| "GPR135", | |
| "C16orf82", | |
| "FIGLA", | |
| "MYMK", | |
| "SPATA31J1", | |
| "IGSF11", | |
| "PCDHA5", | |
| "HCRTR2", | |
| "ANXA8", | |
| "FRS3", | |
| "KCNJ6", | |
| "KCNJ1", | |
| "ADAMTS19", | |
| "SPMIP7", | |
| "KRTAP5-8", | |
| "GRIN3A", | |
| "TSC22D2", | |
| "OR51M1", | |
| "FAM138D", | |
| "S1PR5", | |
| "TMEM121B", | |
| "SUN3", | |
| "TMEM132C", | |
| "MKNK2", | |
| "GPR89B", | |
| "GRIK1-AS1", | |
| "BCDIN3D", | |
| "STATH", | |
| "EXOSC6", | |
| "SLC35F3", | |
| "SLC26A2", | |
| "IRX3", | |
| "CAPN13", | |
| "TBX20", | |
| "FAM83F", | |
| "PABPN1L", | |
| "USP49", | |
| "TOB2", | |
| "SYS1", | |
| "PRSS37", | |
| "CCDC141", | |
| "TTC7A", | |
| "ANAPC4", | |
| "PPY", | |
| "STRADB", | |
| "BRD7P3", | |
| "PTPN20", | |
| "SIGLEC15", | |
| "AWAT2", | |
| "OR5AK2", | |
| "SEC1P", | |
| "PRB4", | |
| "CYP17A1", | |
| "TRPM4", | |
| "CDC20B", | |
| "CDH4", | |
| "GTF2IP1", | |
| "MIR1-1HG", | |
| "PRNT", | |
| "HCG4", | |
| "AP4B1", | |
| "KIR3DX1", | |
| "HEPHL1", | |
| "TULP2", | |
| "OR13J1", | |
| "TARM1", | |
| "OR2F2", | |
| "ZNF792", | |
| "RPS2P32", | |
| "TTLL9", | |
| "MYL4", | |
| "TMEM132E-DT", | |
| "SKINT1L", | |
| "H2BC8", | |
| "RXFP1", | |
| "H2AC15", | |
| "PLA2G2C", | |
| "KRT25", | |
| "TNC", | |
| "LINC00515", | |
| "DPRXP4", | |
| "OSTCP1", | |
| "CFAP299", | |
| "HAR1B", | |
| "MORN3", | |
| "ID4", | |
| "SNORA77", | |
| "ST13P4", | |
| "PLPPR2", | |
| "WFDC5", | |
| "CALML3", | |
| "ABHD12B", | |
| "NEU2", | |
| "KRT76", | |
| "ASB7", | |
| "IGFL4", | |
| "KRTAP12-2", | |
| "CDS1", | |
| "LCE1D", | |
| "CETN4P", | |
| "DEFB112", | |
| "RAB9BP1", | |
| "SCN1A", | |
| "CLEC4C", | |
| "OR4D11", | |
| "PRB2", | |
| "CT47A11", | |
| "CHIA", | |
| "LHX6", | |
| "AK5", | |
| "SMAD7", | |
| "TPRX1", | |
| "DRD3", | |
| "SCARNA16", | |
| "AIPL1", | |
| "CRYBA1", | |
| "FURIN", | |
| "LINC00161", | |
| "WNT5B", | |
| "CDS2", | |
| "FOXB1", | |
| "TRH", | |
| "NT5C1A", | |
| "SIGLEC12", | |
| "TRHR", | |
| "PCSK2", | |
| "PRR30", | |
| "CLRN1", | |
| "KIFC2", | |
| "IFNL2", | |
| "GPM6B", | |
| "AFG3L1P", | |
| "OR10H3", | |
| "TBC1D3P2", | |
| "FBXO28" | |
| ], | |
| "Coefficient": [ | |
| 0.06208499770446583, | |
| 0.04410495154997738, | |
| 0.02322303691790407, | |
| 0.02176599221970129, | |
| 0.02033513136395478, | |
| -0.019978598721382673, | |
| -0.01904265413969421, | |
| 0.017867608893604198, | |
| 0.01513478165696414, | |
| -0.014710534022261022, | |
| -0.012984208716601406, | |
| 0.01247850566880567, | |
| 0.012233063112925685, | |
| -0.012050740160214771, | |
| 0.011959534009583987, | |
| 0.011923820218156725, | |
| 0.011871283565857897, | |
| 0.011756558396407282, | |
| -0.011687787698309983, | |
| -0.011631914085858175, | |
| -0.011569494776194511, | |
| -0.011348789013733448, | |
| 0.01103685919103286, | |
| 0.010876210606214907, | |
| 0.010798254520573543, | |
| -0.010796837273137067, | |
| -0.010778948548479562, | |
| 0.010368832948979773, | |
| -0.01035492253032652, | |
| -0.010306064039143392, | |
| -0.009986243622289963, | |
| -0.009809412944349637, | |
| -0.00979864572786865, | |
| -0.009723599078013215, | |
| -0.0097209053683629, | |
| 0.009699166305584952, | |
| 0.009628315191310721, | |
| -0.009613357679886678, | |
| 0.009588473375422664, | |
| 0.00949826177637198, | |
| 0.00941035267229398, | |
| 0.009325186453867622, | |
| -0.00904241632490565, | |
| 0.008697686567410306, | |
| 0.00864925080712044, | |
| 0.00856635193566762, | |
| -0.008451338198405609, | |
| -0.008129047480749323, | |
| 0.007992462233356961, | |
| 0.00798610986176224, | |
| 0.007970499584108916, | |
| -0.00766908218366847, | |
| -0.007609998920455518, | |
| 0.007451796144019601, | |
| 0.007437552897738162, | |
| -0.0073932308871301235, | |
| 0.007373843658094783, | |
| 0.007204367595599989, | |
| -0.00720302845800804, | |
| -0.007183193399795897, | |
| -0.007098916990192104, | |
| -0.0069855262791728, | |
| -0.006920264562804918, | |
| -0.006846542899217128, | |
| 0.006831335332869325, | |
| -0.006626886668703483, | |
| 0.006596631050440799, | |
| -0.006416870696243767, | |
| 0.0063716978214950915, | |
| -0.006363420593360596, | |
| -0.006358296744889391, | |
| -0.0062395849269469925, | |
| 0.006197411330674395, | |
| -0.006096058785915193, | |
| -0.006065843630667296, | |
| -0.005883202071695174, | |
| -0.005863022824615547, | |
| -0.005854443837473638, | |
| 0.00582639567593701, | |
| -0.0057774808588463835, | |
| 0.005652497871910841, | |
| -0.005645705818233741, | |
| 0.005645650484095346, | |
| -0.005574200975368606, | |
| 0.005553863921427649, | |
| 0.005512689912066747, | |
| -0.005499124148419953, | |
| -0.005465037299206143, | |
| -0.005410989762245708, | |
| 0.005409983775876273, | |
| 0.005313662596704388, | |
| -0.0052728223968315086, | |
| -0.005220689283757418, | |
| -0.0051174259500065536, | |
| 0.005054293608610243, | |
| -0.004981822359201048, | |
| 0.0049720450141256195, | |
| 0.004971496209689637, | |
| 0.004969874003574202, | |
| -0.0048934236970106255, | |
| 0.004893232451714674, | |
| 0.004867870103722269, | |
| -0.004847711734616328, | |
| -0.0048433827741929105, | |
| 0.004705168143649122, | |
| 0.004679178108686275, | |
| 0.004678090398063478, | |
| 0.004657797552766146, | |
| 0.004635579891896204, | |
| -0.004588234030205247, | |
| -0.004555409306782091, | |
| -0.0044778833112715305, | |
| 0.004463952281723441, | |
| -0.004411502153084696, | |
| 0.004383006783889153, | |
| -0.0043750822287761506, | |
| -0.0043239734513936465, | |
| -0.004315466652506822, | |
| 0.004297163095480718, | |
| -0.004257511735494094, | |
| 0.004251993580804798, | |
| -0.004236702792360617, | |
| 0.004191805110306793, | |
| -0.004088703794131762, | |
| -0.004082293395244791, | |
| 0.0040726630568720295, | |
| 0.004052314418718105, | |
| -0.0040132063588286596, | |
| 0.0039993145961378955, | |
| -0.00394687659694038, | |
| 0.003908248305279704, | |
| 0.0038314921450418662, | |
| -0.003830316478696165, | |
| -0.003826642285999574, | |
| 0.003807096042780973, | |
| 0.003758328658242099, | |
| 0.0036644620727201913, | |
| 0.003644490934744723, | |
| 0.0036400636085322426, | |
| 0.003597013641516295, | |
| 0.003587802136379941, | |
| 0.003549575503209421, | |
| 0.0035437034821761302, | |
| 0.0035049796209934226, | |
| -0.0034965342366663544, | |
| 0.0034294995950625157, | |
| 0.0034216868155489567, | |
| -0.0034075627247237175, | |
| -0.0034013818705995076, | |
| 0.003297175079104997, | |
| 0.0032937173149022187, | |
| -0.0032562560982097736, | |
| 0.003236201098515666, | |
| -0.003236126910193536, | |
| 0.0032030793413273854, | |
| -0.003196614169974004, | |
| 0.0031819620871670054, | |
| -0.0030833919442888355, | |
| 0.0030696785286466817, | |
| -0.0030362792372811364, | |
| -0.003034375992473679, | |
| 0.0030201703231300375, | |
| -0.0030016527061307047, | |
| 0.0029860957883794843, | |
| -0.0029641884003988425, | |
| 0.002931134690876583, | |
| 0.002922587293882331, | |
| -0.0028976970146335763, | |
| 0.0028784997178669483, | |
| -0.002870225461087546, | |
| 0.0028459324437760734, | |
| -0.0028342849817107343, | |
| 0.0028308418156383084, | |
| -0.002794578877500817, | |
| -0.0027346728550103365, | |
| -0.0027323492005383696, | |
| -0.0027120572437159206, | |
| 0.0027080281250154645, | |
| -0.0026720571756704884, | |
| -0.0026712891069616542, | |
| -0.002649496534232231, | |
| -0.0026437959752046588, | |
| -0.0026181397426676034, | |
| -0.0025604748473331217, | |
| 0.0025586304382117357, | |
| 0.0025543832165477753, | |
| 0.0025525823978092173, | |
| -0.002536933011807254, | |
| 0.0025369215411664816, | |
| 0.002527561397124608, | |
| 0.002517008777635279, | |
| 0.0025072738074189992, | |
| 0.0024923096324689755, | |
| 0.0024452359503762114, | |
| -0.0024308465552326753, | |
| -0.0023885631697205846, | |
| 0.0023447552714804067, | |
| 0.0023227412429449915, | |
| -0.002321083523542995, | |
| -0.002305745740391249, | |
| -0.0022944067399938714, | |
| -0.002286766837609344, | |
| -0.002279405675598156, | |
| -0.002270331459355535, | |
| 0.002254302763896099, | |
| -0.002250770870405187, | |
| -0.002245577319563528, | |
| 0.0022192946480635, | |
| 0.0022094121548827707, | |
| 0.0021940407324831553, | |
| 0.002192960450675525, | |
| -0.0021678989924264224, | |
| -0.0021567324055093455, | |
| -0.002082083056279941, | |
| -0.0020654925692638344, | |
| -0.0020318626624414595, | |
| 0.0019835061657859647, | |
| 0.001968258646767306, | |
| 0.001899321349023651, | |
| 0.0018944663975812165, | |
| 0.0018847015204745627, | |
| -0.0018819856398307546, | |
| 0.001875842234436739, | |
| -0.0018530140554242052, | |
| -0.0018338276007904737, | |
| 0.0018139002404295535, | |
| 0.0018048232150122668, | |
| -0.0017776852099486294, | |
| -0.001777204657160209, | |
| 0.0017194304728525033, | |
| 0.0017148913498638125, | |
| -0.0017084717124443648, | |
| -0.0016948229726380178, | |
| 0.0016892272043546885, | |
| 0.0016705743999799504, | |
| 0.0016522813438285195, | |
| 0.0016520863902165061, | |
| -0.0016518024826829077, | |
| -0.0016217098830730568, | |
| 0.0016032012949927336, | |
| -0.0015738541009352866, | |
| 0.0015524364025683666, | |
| -0.0015460638827018045, | |
| -0.0015219122233433532, | |
| 0.0015082786155411533, | |
| 0.0015034428795679224, | |
| -0.001484853037664433, | |
| -0.0014815337365913241, | |
| -0.0014682790240237696, | |
| 0.0014569048521587357, | |
| 0.0014476125093545276, | |
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| -1.436834361031694e-05, | |
| -1.0682414383252137e-05, | |
| -9.798421105451982e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.06208499770446583, | |
| 0.04410495154997738, | |
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| 5.729977803707737e-05, | |
| 4.0517824899383716e-05, | |
| 3.899171853899824e-05, | |
| 2.4157680107171734e-05, | |
| 2.4098486597036348e-05, | |
| 1.8804269518797144e-05, | |
| 1.436834361031694e-05, | |
| 1.0682414383252137e-05, | |
| 9.798421105451982e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.04761904761905, | |
| "precision": 99.73333333333333, | |
| "recall": 99.18848529775143, | |
| "f1": 99.4590390305763 | |
| }, | |
| "selection": { | |
| "precision": 0.3714137751928441, | |
| "recall": 1.4285714285714286, | |
| "f1": 0.5895275258571842, | |
| "jaccard": 0.295976551432172 | |
| } | |
| } | |
| } |