| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCC9", | |
| "DRGX", | |
| "ABRACL", | |
| "ABCB1", | |
| "ABCG1", | |
| "ACACA", | |
| "DYNLT5", | |
| "ABHD11", | |
| "CFH", | |
| "OR10AG1", | |
| "ETV1", | |
| "ACTMAP", | |
| "LINC00293", | |
| "ABCA12", | |
| "KCNG4", | |
| "ABCA8", | |
| "OR2L8", | |
| "ADAMDEC1", | |
| "CDX2", | |
| "ADRB3", | |
| "CDC20B", | |
| "BAZ1A", | |
| "KIR2DL1", | |
| "ALDH4A1", | |
| "HEY1", | |
| "ANKEF1", | |
| "KRTAP4-4", | |
| "IFNA17", | |
| "PAEP", | |
| "KIR3DL3", | |
| "ABHD3", | |
| "ADAM29", | |
| "PDE9A", | |
| "HTR7", | |
| "APOA5", | |
| "ABCC1", | |
| "DLX4", | |
| "MBD6", | |
| "PROZ", | |
| "OR2M1P", | |
| "C21orf58", | |
| "JAG2", | |
| "C11orf87", | |
| "PEG3-AS1", | |
| "FCN3", | |
| "SDCCAG8", | |
| "BCDIN3D", | |
| "CHRNA4", | |
| "ATP6V0A4", | |
| "FLJ42393", | |
| "C20orf202", | |
| "IL1RL1", | |
| "FLNB", | |
| "CLEC4F", | |
| "CLCA1", | |
| "CNGB3", | |
| "METTL21C", | |
| "OR2T2", | |
| "ATF3", | |
| "OR10W1", | |
| "CA4", | |
| "MATN3", | |
| "FAM86B1", | |
| "AMER2", | |
| "GJD2", | |
| "GPR15", | |
| "GPR61", | |
| "ALPG", | |
| "ANO7", | |
| "LRTM1", | |
| "TUBB8", | |
| "AQP8", | |
| "GAK", | |
| "CCDC88C", | |
| "GRIA2", | |
| "LOC285847", | |
| "OR1J2", | |
| "SPATA31G1", | |
| "DKFZp434L192", | |
| "CRYGC", | |
| "CFHR2", | |
| "DLEU2", | |
| "C1orf43", | |
| "ECEL1", | |
| "HS3ST2", | |
| "FOXF2", | |
| "ACTG2", | |
| "ACO1", | |
| "ACTA2", | |
| "FCAMR", | |
| "ADM2", | |
| "ASB15", | |
| "CST2", | |
| "CDC42EP4", | |
| "HYAL6P", | |
| "VN1R1", | |
| "ARID5A", | |
| "ALDH7A1", | |
| "MS4A4A", | |
| "GKN1", | |
| "SPMIP10", | |
| "SNORA20", | |
| "BCL2L11", | |
| "FOXS1", | |
| "ICAM5", | |
| "DEFA6", | |
| "ADISSP", | |
| "CALHM4", | |
| "TAF7L", | |
| "DDX25", | |
| "IER2", | |
| "LOC344967", | |
| "PPOX", | |
| "ZNF488", | |
| "GPR87", | |
| "CDHR2", | |
| "VASN", | |
| "NLRP14", | |
| "LLCFC1", | |
| "SPOCK2", | |
| "ACTR3B", | |
| "ACTL7B", | |
| "ANLN", | |
| "CRNN", | |
| "ACTN1", | |
| "OR4F21", | |
| "MIR3667HG", | |
| "SNORA66", | |
| "CLEC3A", | |
| "DPRX", | |
| "HS3ST5", | |
| "ABCC8", | |
| "ARL5C", | |
| "CFC1B", | |
| "VSIG1", | |
| "C22orf31", | |
| "OR4E2", | |
| "SLC10A3", | |
| "CSMD3", | |
| "PLA2G2A", | |
| "COL10A1", | |
| "AKNAD1", | |
| "KCNK10", | |
| "DDX11", | |
| "ADAMTS12", | |
| "ACRBP", | |
| "GJA5", | |
| "MEP1A", | |
| "CLU", | |
| "HLA-DRB6", | |
| "C1orf141", | |
| "UBTF", | |
| "F11", | |
| "TSPEAR-AS2", | |
| "OR5K1", | |
| "AP1G2", | |
| "GSTM1", | |
| "HEATR9", | |
| "DKK2", | |
| "UPK3A", | |
| "CNEP1R1", | |
| "CRISP2", | |
| "SUPT3H", | |
| "OR10A2", | |
| "MBOAT4", | |
| "IL2", | |
| "CCDC66", | |
| "NUTM2G", | |
| "ORMDL3", | |
| "OLIG1", | |
| "AHDC1", | |
| "WNT4", | |
| "GRIK2", | |
| "MS4A3", | |
| "ACP1", | |
| "ADCY3", | |
| "TMEM80", | |
| "GFRA2", | |
| "ALOX15", | |
| "SDS", | |
| "RGSL1", | |
| "P2RX3", | |
| "SNORD116-4", | |
| "ASZ1", | |
| "GALNT14", | |
| "NAT2", | |
| "ABCA9", | |
| "CFHR1", | |
| "ADAMTS17", | |
| "FAT1", | |
| "PURB", | |
| "OR52I2", | |
| "CEACAM5", | |
| "DLL3", | |
| "DQX1", | |
| "CLEC4M", | |
| "ADAMTS5", | |
| "ABI3BP", | |
| "CCDC78", | |
| "EXOC7", | |
| "HCLS1", | |
| "CEACAM7", | |
| "PPEF2", | |
| "VARS2", | |
| "TOMM70", | |
| "CCDC9", | |
| "GATA4", | |
| "CEACAM4", | |
| "FSHB", | |
| "AZIN1", | |
| "CD28", | |
| "SLC35G3", | |
| "ITIH3", | |
| "KRT4", | |
| "DAW1", | |
| "ZNF549", | |
| "LRRIQ3", | |
| "BTNL2", | |
| "OR7E24", | |
| "IZUMO2", | |
| "CLRN2", | |
| "IFNA6", | |
| "PLAC8L1", | |
| "CREB3", | |
| "GLYAT", | |
| "SCAMP2", | |
| "GINM1", | |
| "TCF21", | |
| "SNORA16A", | |
| "OR6V1", | |
| "VPREB1", | |
| "ALPP", | |
| "CPN2", | |
| "SLC12A3", | |
| "KLHL10", | |
| "LAIR2", | |
| "DNAJC5B", | |
| "AMZ1", | |
| "FLJ16779", | |
| "FAM86B2", | |
| "CHRND", | |
| "CKAP2", | |
| "CA12", | |
| "CLIC5", | |
| "KSR2", | |
| "OR13C9", | |
| "KRTAP10-5", | |
| "PKD1L1-AS1", | |
| "CCDC197", | |
| "KLHDC9", | |
| "KDELR2", | |
| "CD151", | |
| "OR2B11", | |
| "ACBD7", | |
| "C3orf36", | |
| "AAK1", | |
| "IFNA10", | |
| "NRIP3", | |
| "ATP6V1E1", | |
| "OR51T1", | |
| "ANO8", | |
| "HMHB1", | |
| "IFNK", | |
| "PCDHA8", | |
| "POLR1F", | |
| "ATXN2", | |
| "HOXC4", | |
| "PAK1", | |
| "OXTR", | |
| "GMIP", | |
| "CRYGB", | |
| "DUSP2", | |
| "TPST2", | |
| "TAC3", | |
| "C16orf90", | |
| "ZNF586", | |
| "RPL9", | |
| "GDF6", | |
| "CHRNA1", | |
| "KLLN", | |
| "MYCN", | |
| "DNAJB5", | |
| "POTEB", | |
| "OR2W5P", | |
| "FER", | |
| "LRPAP1", | |
| "PCSK4", | |
| "AGPAT3", | |
| "ACIN1", | |
| "ASPM", | |
| "ZNF503", | |
| "ITIH1", | |
| "DGAT2", | |
| "ADRA1D", | |
| "FAM161A", | |
| "LECT2", | |
| "PRKAR1B", | |
| "ASB18", | |
| "TNFSF4", | |
| "ADORA2A-AS1", | |
| "AAAS", | |
| "TNNI2", | |
| "ATP2C1", | |
| "CD5L", | |
| "HIGD1C", | |
| "OR10J3", | |
| "DCTN3", | |
| "OR4C16", | |
| "DHX40P1", | |
| "NLRP8", | |
| "ITPK1-AS1", | |
| "MARCHF11", | |
| "ARHGAP11A", | |
| "ABCD2", | |
| "LOC145845", | |
| "HDGFL1", | |
| "SYT14P1", | |
| "PRR18", | |
| "AP2A1", | |
| "MERTK", | |
| "DECR1", | |
| "PGCKA1", | |
| "CPA5", | |
| "GATAD1", | |
| "CTSG", | |
| "SMU1", | |
| "ARTN", | |
| "AUNIP", | |
| "ASF1B", | |
| "HOTAIR", | |
| "TMEM44", | |
| "ADO", | |
| "FABP7", | |
| "TBC1D28", | |
| "GABRG1", | |
| "SERPINA12", | |
| "IFNA8", | |
| "LCE1D", | |
| "ATXN2L", | |
| "POU2AF2", | |
| "APEX1", | |
| "ELP3", | |
| "OTOP1", | |
| "ADD1", | |
| "FCHSD2", | |
| "PAPOLB", | |
| "PLA2G12B", | |
| "DHRS4L1", | |
| "ZNG1F", | |
| "SERTM1", | |
| "FAM72D", | |
| "MEP1B", | |
| "ARHGEF11", | |
| "POTEE", | |
| "LRFN1", | |
| "PGAP3", | |
| "OPN4", | |
| "TSPAN19", | |
| "ASB1", | |
| "SLC24A2", | |
| "OR8H3", | |
| "GLA", | |
| "SRGAP2", | |
| "TMCO6", | |
| "ARC", | |
| "ACOT13", | |
| "FOXG1", | |
| "FMNL2", | |
| "MS4A7", | |
| "MYH6", | |
| "TUBA4A", | |
| "CYP2A7", | |
| "PISRT1", | |
| "FAM111A", | |
| "RCSD1", | |
| "GBX2", | |
| "ABO", | |
| "IPO5", | |
| "MS4A14", | |
| "POM121L8P", | |
| "SMAGP", | |
| "KRT13", | |
| "SPMIP3", | |
| "BARX1", | |
| "CYP2E1", | |
| "ANGPTL2", | |
| "CD81", | |
| "NLRC5", | |
| "OR2T12", | |
| "FNDC9" | |
| ], | |
| "Coefficient": [ | |
| -0.026604450340729245, | |
| -0.0235760269240494, | |
| 0.020702356388876644, | |
| -0.02045622736459424, | |
| 0.019995979174425443, | |
| 0.01774093603352741, | |
| -0.01735260841181257, | |
| 0.016285514392678772, | |
| 0.01622199697123485, | |
| 0.01611688443285097, | |
| 0.016060312276065983, | |
| 0.015284387969321897, | |
| 0.015089304263845818, | |
| 0.013950524819999432, | |
| 0.013096252827169075, | |
| -0.012999458364452533, | |
| -0.012867657119407887, | |
| 0.01277773454883696, | |
| 0.012770476613418028, | |
| -0.012349092477034895, | |
| 0.012114798171586174, | |
| 0.011658848598932408, | |
| -0.01138400861672877, | |
| 0.010944355805696693, | |
| 0.010537723271947541, | |
| 0.010471562501321072, | |
| -0.010310973296482269, | |
| 0.01027770964755434, | |
| -0.010195818344528857, | |
| -0.009932378896647578, | |
| 0.009372286579608261, | |
| -0.009132377562696229, | |
| -0.009081759948849305, | |
| -0.009047036049953286, | |
| 0.00884861945940578, | |
| 0.008780826973228684, | |
| 0.008480938347471004, | |
| 0.00841176965899726, | |
| 0.00830655445495102, | |
| 0.008279910129311462, | |
| 0.008076709153405913, | |
| 0.007878293306171517, | |
| 0.0077260029816089365, | |
| 0.00760950144635688, | |
| 0.007552148487788928, | |
| 0.007494067606887181, | |
| 0.007396295348700687, | |
| -0.007258787265431218, | |
| 0.0072120412988124025, | |
| -0.007193191139820792, | |
| -0.007101236561597548, | |
| 0.006998891603047336, | |
| 0.006981899649796048, | |
| 0.0069541850952792835, | |
| -0.006592641431300263, | |
| -0.006548507677875938, | |
| -0.006491506027969705, | |
| -0.006346777839899705, | |
| -0.00631160162498344, | |
| 0.006248090678341613, | |
| -0.00621519115576541, | |
| 0.006111014406363292, | |
| 0.006025073920716785, | |
| -0.005940944372470329, | |
| 0.005849834276502558, | |
| -0.005800305905550361, | |
| 0.00576875796850863, | |
| 0.005650394454753885, | |
| -0.005615163753725323, | |
| 0.005562665658623652, | |
| 0.005553496503662699, | |
| -0.005546670245254089, | |
| -0.005432760457257611, | |
| 0.005226503095751172, | |
| 0.005199370207361337, | |
| 0.005166896991095938, | |
| 0.005055771562943884, | |
| -0.005013440389688426, | |
| -0.004989445366652208, | |
| 0.004987016501663159, | |
| 0.004890887556000236, | |
| 0.004827601641124828, | |
| 0.004752883912065815, | |
| 0.004692214555196831, | |
| 0.0046235944949023465, | |
| 0.0045456091264593134, | |
| -0.004507342342356199, | |
| -0.004465504054101524, | |
| -0.004453541697450176, | |
| -0.004418848487404336, | |
| 0.0043964172602601916, | |
| -0.004391659783763652, | |
| 0.004281275942058296, | |
| -0.004212060731070317, | |
| -0.004191207693047965, | |
| 0.004058433151141381, | |
| -0.004001049727817118, | |
| 0.003986538713984142, | |
| 0.0038745568065111894, | |
| 0.0037375150193493336, | |
| -0.00365612116204003, | |
| -0.003599025769914864, | |
| 0.0035750523194918466, | |
| 0.0035477247109531444, | |
| 0.0035446007526339545, | |
| 0.0035259344129432457, | |
| -0.0035105552150527953, | |
| -0.003486108909507212, | |
| -0.0034730124914755, | |
| 0.0034659611415456173, | |
| -0.0034579136631110226, | |
| 0.0034545772172454993, | |
| 0.003394668396271973, | |
| 0.0033874969762997253, | |
| 0.003370652681023474, | |
| 0.003345926492579799, | |
| -0.0033194271927120067, | |
| -0.003306265876172727, | |
| 0.003305707751048107, | |
| 0.0032956406126216837, | |
| 0.0032838806503158943, | |
| 0.003238144616154112, | |
| 0.003225874855687977, | |
| 0.0031967565992717184, | |
| -0.003146631510098714, | |
| 0.0031466006085960983, | |
| 0.0031287033373110867, | |
| -0.0031268525031642918, | |
| -0.0031186007431267225, | |
| -0.003066639316116663, | |
| 0.0030600224117307163, | |
| -0.003041666345448474, | |
| -0.002982090624887671, | |
| -0.002959907005928325, | |
| 0.0029331046333771634, | |
| -0.002917211285071519, | |
| 0.0028644708456880066, | |
| -0.002824781183670374, | |
| 0.002736957400487032, | |
| -0.0026692895188322034, | |
| 0.002569851684289401, | |
| -0.0025344881983776495, | |
| 0.002458600502749282, | |
| 0.002406407683922475, | |
| -0.00238854343171119, | |
| 0.002334425392548095, | |
| 0.0023112556728882524, | |
| 0.0022493636873291657, | |
| -0.0022438792888836135, | |
| 0.00216551237909918, | |
| -0.0021498965575607533, | |
| 0.0021491521997654005, | |
| 0.0021435929816642427, | |
| 0.0021405864555919976, | |
| -0.0021101311181344457, | |
| 0.0020995714365969463, | |
| 0.0020890819921279514, | |
| 0.0020333535291671887, | |
| 0.002019672239312221, | |
| -0.0019795566680307266, | |
| 0.001972203752728003, | |
| -0.0019183404183915442, | |
| 0.0019165225571977434, | |
| -0.0019017241301383682, | |
| -0.0018952746729896134, | |
| 0.0018904549209661568, | |
| 0.0018642462949653642, | |
| -0.001864154804942789, | |
| -0.0017977850738638771, | |
| 0.0017710451789865128, | |
| -0.0017224137611425564, | |
| 0.001706589280055036, | |
| -0.0017056949626842513, | |
| -0.001695492071361123, | |
| 0.0016816599490060286, | |
| -0.001671475961428638, | |
| -0.00164660712103845, | |
| 0.0016272024579796316, | |
| 0.0016055711198367823, | |
| 0.0015841647484909622, | |
| 0.001575833660433057, | |
| 0.0015625911581856197, | |
| -0.001555356286686811, | |
| 0.0015484341405348516, | |
| -0.0015425184439823863, | |
| -0.0015384831065626428, | |
| -0.0015256330823365963, | |
| 0.0015204835532978095, | |
| -0.0015107805055942865, | |
| 0.0014990486200438685, | |
| -0.0014884130498547562, | |
| 0.0014819685961795013, | |
| 0.001474841397024884, | |
| 0.0014706273305645286, | |
| 0.0014647863216030116, | |
| -0.0014455227216320374, | |
| -0.001423549098066968, | |
| -0.0014227270589235274, | |
| 0.0014036965956317133, | |
| 0.00139929523764953, | |
| 0.0013904426879148106, | |
| 0.001338060774209593, | |
| 0.001281163544636627, | |
| 0.0012704231850823302, | |
| -0.001266223041172917, | |
| -0.0012470004545249269, | |
| 0.0012181603524324775, | |
| 0.001217404547787334, | |
| 0.0012024165787385642, | |
| 0.0011767141603985923, | |
| 0.0011662368772054376, | |
| -0.0011280311079866472, | |
| 0.0010797699849560826, | |
| 0.0010679857890664515, | |
| -0.0010609021106080393, | |
| 0.001038246761450602, | |
| 0.0010357548146011316, | |
| -0.0010201737682811636, | |
| 0.001019811358335636, | |
| 0.0009843844247636561, | |
| 0.0009667735002495277, | |
| 0.0009223145401474562, | |
| 0.0008951763194208934, | |
| -0.0008598966068699768, | |
| 0.0008550215899001766, | |
| -0.0008441222054271364, | |
| -0.0008394910878789962, | |
| 0.0008369783077681509, | |
| -0.0008332497075917016, | |
| -0.0008274637747786395, | |
| -0.0008181233718350461, | |
| 0.0007846602510145113, | |
| 0.0007750333903284882, | |
| 0.0007686964948323463, | |
| -0.000742411916705186, | |
| 0.000733807524989839, | |
| 0.0007337015407263383, | |
| -0.0007113006839312999, | |
| 0.000701757899911518, | |
| 0.0007007103398327774, | |
| 0.0006922128010944682, | |
| 0.0006775655114263094, | |
| -0.0006736931552624936, | |
| 0.0006733575424996686, | |
| 0.0006649097868927838, | |
| -0.0006371135442551905, | |
| 0.0006368037257403763, | |
| 0.0006313506957107638, | |
| 0.0006256633935396133, | |
| 0.000622029234737532, | |
| -0.0005947753722650234, | |
| -0.0005932130908656656, | |
| 0.0005908626394626281, | |
| 0.0005818282586360923, | |
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| 4.906085573916668e-08 | |
| ], | |
| "Absolute Coefficient": [ | |
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| 1.7053320832599658e-05, | |
| 1.6693667602573e-05, | |
| 1.6674498964919793e-05, | |
| 1.5097939491704804e-05, | |
| 1.2893648043505057e-05, | |
| 1.2126534715399619e-05, | |
| 9.294187106531059e-06, | |
| 8.10968237555032e-06, | |
| 6.597759978023241e-06, | |
| 6.199266581306318e-06, | |
| 5.57089106861604e-06, | |
| 3.4835065794318915e-06, | |
| 2.2010628324967817e-06, | |
| 2.1753687925117034e-06, | |
| 1.3779838491721956e-06, | |
| 1.031169207526715e-06, | |
| 8.398825407548985e-07, | |
| 3.4033056899116225e-07, | |
| 3.2311881708706715e-07, | |
| 4.906085573916668e-08 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.5, | |
| "precision": 100.0, | |
| "recall": 99.41176470588235, | |
| "f1": 99.70149253731344 | |
| }, | |
| "selection": { | |
| "precision": 0.5324692660767535, | |
| "recall": 2.608695652173913, | |
| "f1": 0.8843941032950221, | |
| "jaccard": 0.44600887815829965 | |
| } | |
| } | |
| } |