| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCA6", | |
| "HPN", | |
| "A2M", | |
| "ACSM3", | |
| "CIB4", | |
| "BTBD19", | |
| "ACSM4", | |
| "ARHGAP44", | |
| "CD207", | |
| "ARSF", | |
| "GGT7", | |
| "AFP", | |
| "DNAH10", | |
| "ANKRD53", | |
| "ACE", | |
| "ARRDC1-AS1", | |
| "ADGRF1", | |
| "EFNA4", | |
| "GRM8", | |
| "ARMH4", | |
| "FAM218A", | |
| "ADRA2C", | |
| "GLI1", | |
| "SPMIP7", | |
| "BIRC7", | |
| "CRYZL1", | |
| "AP2B1", | |
| "KCTD9", | |
| "CADPS", | |
| "CPZ", | |
| "COA7", | |
| "BICDL1", | |
| "ARAP1", | |
| "ITPA", | |
| "TBX1", | |
| "ERG", | |
| "ADAMTS2", | |
| "CAMK1D", | |
| "C6orf163", | |
| "DHCR24", | |
| "NTNG1", | |
| "ASCL1", | |
| "ACTC1", | |
| "PRDM12", | |
| "DBH", | |
| "ACER3", | |
| "CHRND", | |
| "TTTY7", | |
| "ZXDA", | |
| "LRTM2", | |
| "TSSK1B", | |
| "SLC29A4", | |
| "TNNT1", | |
| "ANKRD20A1", | |
| "EFEMP1", | |
| "ACTRT2", | |
| "BIN2", | |
| "FAM118B", | |
| "APOA1", | |
| "CHURC1", | |
| "MIR155HG", | |
| "GAA", | |
| "PRSS55", | |
| "AMFR", | |
| "ARHGEF12", | |
| "CX3CL1", | |
| "HLA-DPB2", | |
| "TRPV3", | |
| "CAPN11", | |
| "CDCA3", | |
| "BRD7P3", | |
| "DEFB103A", | |
| "AP1S3", | |
| "IPP", | |
| "PEX12", | |
| "CYP2C19", | |
| "BPIFA1", | |
| "BSX", | |
| "ALOX15", | |
| "ANKRD26P1", | |
| "MRAP", | |
| "SLC25A33", | |
| "KRTAP4-5", | |
| "AHCTF1", | |
| "C11orf98", | |
| "BARHL2", | |
| "FREM1", | |
| "PRR19", | |
| "FOXC2", | |
| "BMP7", | |
| "ERCC6L2", | |
| "OR4E2", | |
| "FUT2", | |
| "BTBD3", | |
| "AP1AR", | |
| "COL2A1", | |
| "NTPCR", | |
| "ANKIB1", | |
| "BTBD16", | |
| "ARMCX2", | |
| "C12orf60", | |
| "CCDC120", | |
| "EFHC2", | |
| "OR5H6", | |
| "DOCK6", | |
| "CFAP69", | |
| "FAM3D", | |
| "APOBEC4", | |
| "MAP2K2", | |
| "ANKDD1B", | |
| "NPBWR2", | |
| "ANXA2", | |
| "PTPN20", | |
| "C1QTNF2", | |
| "NAXD", | |
| "GNRHR", | |
| "MYOCD", | |
| "COPG2IT1", | |
| "SYCE1", | |
| "TTC39A", | |
| "ART1", | |
| "ANKRD26P3", | |
| "PCDHAC1", | |
| "CDON", | |
| "C8orf48", | |
| "MCPH1", | |
| "ADGRG7", | |
| "BMPR2", | |
| "CST1", | |
| "ACSBG2", | |
| "ACTN1", | |
| "ZFP69", | |
| "CCDC85A", | |
| "PNLIPRP3", | |
| "BGLAP", | |
| "EFNB3", | |
| "CD180", | |
| "CNOT9", | |
| "ZNF28", | |
| "KCNQ5", | |
| "LMX1B", | |
| "CYSLTR2", | |
| "LAPTM5", | |
| "AVP", | |
| "MOB3B", | |
| "ALAD", | |
| "C15orf32", | |
| "CYP1B1-AS1", | |
| "APOB", | |
| "ANKRA2", | |
| "AQP8", | |
| "HOXD10", | |
| "CHD7", | |
| "CHST7", | |
| "FAM169BP", | |
| "ALG1L1P", | |
| "EMP1", | |
| "ZFTA", | |
| "GPX2", | |
| "IMMP1L", | |
| "FABP5", | |
| "ORM2", | |
| "C6orf58", | |
| "ANKRD30A", | |
| "ANKRD63", | |
| "PDS5A", | |
| "CCDC34", | |
| "FKBP6", | |
| "ZNF132", | |
| "RIMKLA", | |
| "ZNF205", | |
| "ADAMTS17", | |
| "PCDHGC3", | |
| "DHX40", | |
| "HIPK4", | |
| "TAAR8", | |
| "SPIDR", | |
| "PAX8", | |
| "MARK1", | |
| "OTOP3", | |
| "B4GALT1", | |
| "C10orf120", | |
| "ZNF175", | |
| "CFAP276", | |
| "GPALPP1", | |
| "CLRN3", | |
| "VIPR2", | |
| "RASIP1", | |
| "CENPS-CORT", | |
| "ATRNL1", | |
| "DHX57", | |
| "ASB9", | |
| "DGKI", | |
| "PTGS2", | |
| "GAS2L3", | |
| "NOS2", | |
| "C1orf105", | |
| "TXK", | |
| "SP6", | |
| "OR5AP2", | |
| "CENPX", | |
| "SLC6A13", | |
| "ANKUB1", | |
| "CAMK2N2", | |
| "FLT1", | |
| "CYP11B1", | |
| "FBXL21P", | |
| "MINAR2", | |
| "TINAG", | |
| "RPF1", | |
| "ZNF600", | |
| "CLDN7", | |
| "CHEK1", | |
| "IL2", | |
| "ADGRG4", | |
| "PHLDB2", | |
| "REN", | |
| "CHN2", | |
| "SND1-IT1", | |
| "ORC1", | |
| "POLE2", | |
| "MAPK8IP3", | |
| "RFTN1", | |
| "MT1IP", | |
| "CTSL3P", | |
| "TSPY26P", | |
| "CCN1", | |
| "CAMK1G", | |
| "OR10A2", | |
| "PGAM2", | |
| "LINC02694", | |
| "HLA-DRB4", | |
| "DPYSL5", | |
| "MRS2P2", | |
| "UCHL1", | |
| "CSKMT", | |
| "HCG4B", | |
| "AGPAT3", | |
| "ASIC1", | |
| "KNL1", | |
| "LUC7L3", | |
| "TPTE2P3", | |
| "LY75", | |
| "FNDC11", | |
| "CMAS", | |
| "SPDYE7P", | |
| "CHRNB4", | |
| "ARHGAP22", | |
| "ZNF804A", | |
| "KCNK9", | |
| "ARMCX1", | |
| "PRR29", | |
| "CKAP2L", | |
| "PRR15", | |
| "ZNF57", | |
| "ERP27", | |
| "PRSS16" | |
| ], | |
| "Coefficient": [ | |
| 0.04386223153128403, | |
| 0.042384977559493095, | |
| 0.04203570497272073, | |
| 0.032779844683456356, | |
| 0.029147489800682096, | |
| 0.027809450140791447, | |
| -0.027139267158551472, | |
| 0.026150549348357463, | |
| 0.025980486862179363, | |
| 0.024672204018864118, | |
| 0.02218575397075114, | |
| 0.021280988800627728, | |
| 0.021156132687406775, | |
| 0.020770074153426896, | |
| 0.01992862305460098, | |
| 0.01977142519223027, | |
| 0.019625134140307154, | |
| 0.018804089198262715, | |
| 0.01851888645951651, | |
| 0.01834126153912939, | |
| 0.01691818077178918, | |
| 0.016437149645820385, | |
| 0.016410419788154256, | |
| 0.016273715657065427, | |
| -0.01614690010774613, | |
| -0.015859692740191795, | |
| -0.015194767626804216, | |
| -0.015166472765329893, | |
| 0.015146922922749063, | |
| 0.014374031661343208, | |
| 0.013723157335607047, | |
| 0.013411459310723559, | |
| -0.013112570416485746, | |
| -0.01270944351460904, | |
| 0.012440200443766994, | |
| 0.012359746989971861, | |
| 0.012220667852123588, | |
| 0.011889368005214626, | |
| 0.01089069420444746, | |
| 0.01038705279866463, | |
| 0.010236208233762709, | |
| -0.010061171620974215, | |
| 0.010053378783699673, | |
| -0.009741798305527906, | |
| 0.009552252085518393, | |
| 0.009114430171710092, | |
| -0.008975875169335588, | |
| 0.008855441297520509, | |
| -0.008836832993024688, | |
| 0.008757867169791047, | |
| 0.008630557646373058, | |
| 0.008221736620784714, | |
| 0.008188000295669358, | |
| -0.008125340062368716, | |
| 0.008103843221132218, | |
| -0.0078039053979973025, | |
| -0.0077120942157136285, | |
| -0.007618216973932723, | |
| 0.007420438785650602, | |
| 0.00710825352882073, | |
| 0.006945997322539642, | |
| -0.0068197140787438874, | |
| 0.0067449390735894515, | |
| 0.006706114691110039, | |
| 0.006200971777846611, | |
| 0.006191541795894456, | |
| 0.00601487455760427, | |
| -0.005813145227523275, | |
| 0.0056999821726004315, | |
| 0.005665264795381211, | |
| 0.005540012942033828, | |
| -0.00553675531356305, | |
| 0.005423894003072941, | |
| -0.005386938770265996, | |
| -0.0052949499862282225, | |
| -0.0051677783211749664, | |
| 0.005109663501026574, | |
| 0.005018941692385295, | |
| 0.0049101403176519415, | |
| -0.004873226066006388, | |
| 0.0048042288147431, | |
| -0.0047254629854193535, | |
| -0.004685396005383408, | |
| -0.004680825610236574, | |
| 0.004611829223097024, | |
| 0.004545290934820985, | |
| -0.004424517351741454, | |
| 0.004408912147450664, | |
| -0.00437709399050786, | |
| 0.004342143522686208, | |
| -0.004218078351905693, | |
| -0.004161589395644438, | |
| 0.004045555539699863, | |
| 0.004025619891161444, | |
| 0.0040170040657645165, | |
| -0.0038633844340345514, | |
| -0.003863127604946105, | |
| 0.0038136494415148756, | |
| -0.0037762563556310836, | |
| 0.0037565691582782867, | |
| 0.0035175127825445903, | |
| -0.0034966326814843325, | |
| -0.0034745435366254148, | |
| -0.0034066239672987304, | |
| -0.003388587017755652, | |
| 0.0033402079003808367, | |
| 0.0032232290347654936, | |
| 0.0029554183917780827, | |
| -0.002850155005280298, | |
| -0.0026754808053768347, | |
| 0.0024827895781910562, | |
| 0.0024600044497317215, | |
| 0.0022832796136018686, | |
| -0.002233490259439736, | |
| -0.002196122520232629, | |
| -0.0021954298478992457, | |
| 0.0021766459973309726, | |
| 0.002123920581149043, | |
| 0.0020642377341016723, | |
| 0.0020640655531413456, | |
| 0.0020228357294830245, | |
| -0.001963407769275644, | |
| 0.0019027433495319053, | |
| 0.001766935640304156, | |
| 0.0017467129736317352, | |
| -0.0017461086058580021, | |
| -0.0016925203281515301, | |
| 0.0016655541793091917, | |
| -0.0016287844702888303, | |
| -0.0016212496352230876, | |
| -0.0016210198667336105, | |
| -0.00161089731895115, | |
| 0.0015814512078671417, | |
| -0.0015781551523577995, | |
| 0.0015662554914051639, | |
| 0.001553043604878096, | |
| 0.001539571724589221, | |
| 0.001536892322989116, | |
| -0.0015368782381015489, | |
| 0.0014829808295526061, | |
| 0.0014616852641496539, | |
| 0.0014574111532540414, | |
| -0.0014434740422534119, | |
| 0.001406657848718118, | |
| 0.0013932480541492603, | |
| 0.0013795377944805316, | |
| -0.0013536061480229021, | |
| 0.0012799325551842472, | |
| 0.0012737304132330383, | |
| -0.0012582239164044375, | |
| 0.001112783461318365, | |
| 0.001087118061597469, | |
| 0.001070733297597439, | |
| -0.0010464928074216209, | |
| -0.0010345856930654837, | |
| 0.00102242367484793, | |
| 0.0009820381724528879, | |
| 0.0009425009436947667, | |
| 0.0008867927833498504, | |
| -0.000858259605564693, | |
| 0.0008535679852215498, | |
| 0.0008418920875824827, | |
| 0.0008115805628631261, | |
| -0.0007849329978959319, | |
| -0.000780824967314776, | |
| 0.0007401624042690839, | |
| 0.0007175765244008366, | |
| 0.0007073198717550615, | |
| -0.0007065217890336534, | |
| -0.0006972806246146204, | |
| 0.0006371695161206264, | |
| 0.0006344692207409248, | |
| -0.0006236097998232852, | |
| -0.000623458811061732, | |
| 0.0006204579531779385, | |
| 0.0006191123913493931, | |
| -0.0006159630506712942, | |
| -0.000600487952860421, | |
| 0.000576213806811068, | |
| 0.0005572550304901825, | |
| -0.0005420517022975269, | |
| -0.000534119847776638, | |
| -0.0005119687673754495, | |
| 0.0004814213615513237, | |
| -0.0004778220017211875, | |
| -0.0004765702696707086, | |
| -0.00047592140682214344, | |
| -0.0004631392615970339, | |
| -0.0004625912818972904, | |
| -0.00043626448613716574, | |
| 0.0004319568608283076, | |
| 0.00042036511846540645, | |
| -0.0004182004120716069, | |
| 0.00041748917444781573, | |
| 0.00039978929033660036, | |
| -0.00039800944596075303, | |
| 0.00035754694936728296, | |
| -0.00033374244009065705, | |
| -0.00031338110134214393, | |
| 0.0002766194287897801, | |
| 0.0002640948639808476, | |
| 0.00025432822691717695, | |
| 0.00025395436644282885, | |
| 0.0002497557100584265, | |
| 0.0002451737546555697, | |
| 0.0002340768353756219, | |
| -0.00021932411824775305, | |
| 0.0001986271800647254, | |
| -0.00019083110505521998, | |
| 0.00018912317226927808, | |
| -0.000178728001835292, | |
| -0.00017649451398929288, | |
| 0.0001713460908888082, | |
| -0.00016688709432311502, | |
| 0.00016368079001616507, | |
| 0.00014917929800871437, | |
| 0.0001418426016809312, | |
| 0.00013501030435310543, | |
| -0.00013353629261546622, | |
| 0.00013116559947556555, | |
| 0.00012991662126472268, | |
| -0.00011796216328374095, | |
| -0.00010642368721558703, | |
| 0.00010482539235081582, | |
| 0.00010186914538258036, | |
| -0.0001012629698398808, | |
| 9.110623047724339e-05, | |
| -9.104527586388167e-05, | |
| 8.523177228886202e-05, | |
| 7.77543804392434e-05, | |
| 7.272172267219639e-05, | |
| -7.14871197816015e-05, | |
| 7.122795601408636e-05, | |
| -6.768445896460041e-05, | |
| 6.632970127112806e-05, | |
| 6.318046382060664e-05, | |
| -6.164329904080042e-05, | |
| 5.1261191974799944e-05, | |
| -4.440722686202705e-05, | |
| 4.121062392494238e-05, | |
| 3.411468264683457e-05, | |
| -3.394227748343369e-05, | |
| 2.5995255957569248e-05, | |
| 2.583754644900964e-05, | |
| 2.1370224526317843e-05, | |
| 1.968836112821505e-05, | |
| -1.2137262038486391e-05, | |
| 1.1196324638312625e-05, | |
| 1.0609917512134177e-05, | |
| -9.505060411937576e-06, | |
| 7.79430462351002e-06, | |
| -6.301074352290101e-06, | |
| 4.90477242237764e-06, | |
| 4.374323748764509e-06, | |
| -1.7056942884873297e-06, | |
| 1.2498333203999171e-06, | |
| 2.032452224405562e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.04386223153128403, | |
| 0.042384977559493095, | |
| 0.04203570497272073, | |
| 0.032779844683456356, | |
| 0.029147489800682096, | |
| 0.027809450140791447, | |
| 0.027139267158551472, | |
| 0.026150549348357463, | |
| 0.025980486862179363, | |
| 0.024672204018864118, | |
| 0.02218575397075114, | |
| 0.021280988800627728, | |
| 0.021156132687406775, | |
| 0.020770074153426896, | |
| 0.01992862305460098, | |
| 0.01977142519223027, | |
| 0.019625134140307154, | |
| 0.018804089198262715, | |
| 0.01851888645951651, | |
| 0.01834126153912939, | |
| 0.01691818077178918, | |
| 0.016437149645820385, | |
| 0.016410419788154256, | |
| 0.016273715657065427, | |
| 0.01614690010774613, | |
| 0.015859692740191795, | |
| 0.015194767626804216, | |
| 0.015166472765329893, | |
| 0.015146922922749063, | |
| 0.014374031661343208, | |
| 0.013723157335607047, | |
| 0.013411459310723559, | |
| 0.013112570416485746, | |
| 0.01270944351460904, | |
| 0.012440200443766994, | |
| 0.012359746989971861, | |
| 0.012220667852123588, | |
| 0.011889368005214626, | |
| 0.01089069420444746, | |
| 0.01038705279866463, | |
| 0.010236208233762709, | |
| 0.010061171620974215, | |
| 0.010053378783699673, | |
| 0.009741798305527906, | |
| 0.009552252085518393, | |
| 0.009114430171710092, | |
| 0.008975875169335588, | |
| 0.008855441297520509, | |
| 0.008836832993024688, | |
| 0.008757867169791047, | |
| 0.008630557646373058, | |
| 0.008221736620784714, | |
| 0.008188000295669358, | |
| 0.008125340062368716, | |
| 0.008103843221132218, | |
| 0.0078039053979973025, | |
| 0.0077120942157136285, | |
| 0.007618216973932723, | |
| 0.007420438785650602, | |
| 0.00710825352882073, | |
| 0.006945997322539642, | |
| 0.0068197140787438874, | |
| 0.0067449390735894515, | |
| 0.006706114691110039, | |
| 0.006200971777846611, | |
| 0.006191541795894456, | |
| 0.00601487455760427, | |
| 0.005813145227523275, | |
| 0.0056999821726004315, | |
| 0.005665264795381211, | |
| 0.005540012942033828, | |
| 0.00553675531356305, | |
| 0.005423894003072941, | |
| 0.005386938770265996, | |
| 0.0052949499862282225, | |
| 0.0051677783211749664, | |
| 0.005109663501026574, | |
| 0.005018941692385295, | |
| 0.0049101403176519415, | |
| 0.004873226066006388, | |
| 0.0048042288147431, | |
| 0.0047254629854193535, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 83.47826086956522, | |
| "precision": 26.666666666666664, | |
| "recall": 26.666666666666664, | |
| "f1": 24.88888888888889 | |
| }, | |
| "selection": { | |
| "precision": 2.215204993208345, | |
| "recall": 1.6167664670658684, | |
| "f1": 1.8659475232064164, | |
| "jaccard": 0.9419867637398642 | |
| } | |
| } | |
| } |