| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HPN", | |
| "A2M", | |
| "ABCA6", | |
| "ACSM3", | |
| "CIB4", | |
| "ARHGAP44", | |
| "ACSM4", | |
| "ARSF", | |
| "BTBD19", | |
| "CD207", | |
| "ANKRD53", | |
| "AFP", | |
| "ARRDC1-AS1", | |
| "DNAH10", | |
| "ACE", | |
| "ADRA2C", | |
| "GGT7", | |
| "ADGRF1", | |
| "ARMH4", | |
| "KCTD9", | |
| "BICDL1", | |
| "CRYZL1", | |
| "ASCL1", | |
| "GRM8", | |
| "ACER3", | |
| "EFNA4", | |
| "COA7", | |
| "ERG", | |
| "GLI1", | |
| "BIRC7", | |
| "FAM218A", | |
| "SLC29A4", | |
| "TTTY7", | |
| "CADPS", | |
| "CAMK1D", | |
| "SPMIP7", | |
| "ADAMTS2", | |
| "AP2B1", | |
| "LRTM2", | |
| "MIR155HG", | |
| "APOA1", | |
| "ERCC6L2", | |
| "C6orf163", | |
| "CPZ", | |
| "GAA", | |
| "NTNG1", | |
| "SLC25A33", | |
| "CX3CL1", | |
| "IPP", | |
| "MAP2K2", | |
| "TNNT1", | |
| "CHURC1", | |
| "TBX1", | |
| "ITPA", | |
| "ACTC1", | |
| "BARHL2", | |
| "CHRND", | |
| "C11orf98", | |
| "PRSS55", | |
| "DHCR24", | |
| "TRPV3", | |
| "ACTRT2", | |
| "ARHGEF12", | |
| "BPIFA1", | |
| "EFEMP1", | |
| "CYP2C19", | |
| "BTBD3", | |
| "AMFR", | |
| "ANKRD26P1", | |
| "TSSK1B", | |
| "ANKRD20A1", | |
| "HLA-DPB2", | |
| "PRDM12", | |
| "DEFB103A", | |
| "BRD7P3", | |
| "PSD2", | |
| "C1QTNF2", | |
| "FMOD", | |
| "DBH", | |
| "ALOX15", | |
| "MRAP", | |
| "CDCA3", | |
| "CAPN11", | |
| "OR5H6", | |
| "IL2", | |
| "BMP7", | |
| "ARAP1", | |
| "C8orf48", | |
| "BSX", | |
| "CAMK2N2", | |
| "ZXDA", | |
| "BIN2", | |
| "OTOP3", | |
| "LAPTM5", | |
| "MARK1", | |
| "ADAM6", | |
| "BTBD16", | |
| "ANKRD63", | |
| "KRTAP4-5", | |
| "ACO1", | |
| "MYOCD", | |
| "ALDH1A2", | |
| "NTPCR", | |
| "COPG2IT1", | |
| "ANKIB1", | |
| "CCDC34", | |
| "NPBWR2", | |
| "PTPN20", | |
| "FAM3D", | |
| "ANXA2", | |
| "AP1S3", | |
| "CFAP69", | |
| "ASB9", | |
| "CAMKK2", | |
| "TPTE2P3", | |
| "FAM118B", | |
| "EMP1", | |
| "EFNB3", | |
| "C6orf58", | |
| "ZFP69", | |
| "ADGRG7", | |
| "ACTN1", | |
| "ATP11AUN", | |
| "CHD7", | |
| "IMMP1L", | |
| "ALAD", | |
| "NAXD", | |
| "DTNBP1", | |
| "BMPR2", | |
| "OR4E2", | |
| "APOBEC4", | |
| "ACOXL", | |
| "DOCK6", | |
| "APOB", | |
| "OR4D2", | |
| "FREM1", | |
| "RPL31P11", | |
| "XKRX", | |
| "VIPR2", | |
| "ALG1L1P", | |
| "ORC1", | |
| "ART1", | |
| "GSDMA", | |
| "C15orf32", | |
| "KLHL4", | |
| "MTRNR2L3", | |
| "CHST7", | |
| "FBXL21P", | |
| "MKX", | |
| "GPALPP1", | |
| "ANKRD26P3", | |
| "CD109", | |
| "MRS2P2", | |
| "NIPA1", | |
| "CFAP68", | |
| "FUT2", | |
| "ATRNL1", | |
| "AP1AR", | |
| "CKS2", | |
| "RBMX", | |
| "AQP8", | |
| "RIMKLA", | |
| "LIN28B", | |
| "CADM2", | |
| "SPIDR", | |
| "TTC39A", | |
| "LRRC72", | |
| "CST1", | |
| "CENPX", | |
| "AHCTF1", | |
| "HOXD10", | |
| "ARMCX2", | |
| "H1-2", | |
| "HUS1", | |
| "DGKI", | |
| "AHCY", | |
| "C1orf105", | |
| "RFTN1", | |
| "SP6", | |
| "ICAM4", | |
| "ZNF22-AS1", | |
| "COL4A5", | |
| "ZNF347", | |
| "MCPH1", | |
| "LHX6", | |
| "C12orf60", | |
| "CAMK1G", | |
| "ZNF28", | |
| "TKFC", | |
| "POU6F2", | |
| "CSKMT", | |
| "AS3MT", | |
| "SYCE1", | |
| "ADAMTS17", | |
| "ARID5A", | |
| "COL2A1", | |
| "C1QTNF3", | |
| "DHX57", | |
| "TAF7L", | |
| "KCNA2", | |
| "HLA-DRB4", | |
| "TRPA1", | |
| "PRDM11", | |
| "ANAPC15", | |
| "CREM", | |
| "OR4S1", | |
| "BEGAIN", | |
| "ACSBG2", | |
| "SND1-IT1", | |
| "DCLK1", | |
| "PEX12", | |
| "CHN2", | |
| "CYSLTR2", | |
| "DHX40", | |
| "ANKRA2", | |
| "NEXN-AS1", | |
| "RPF1", | |
| "EIF4E1B", | |
| "CCDC120", | |
| "DSPP", | |
| "CDON", | |
| "SLC30A8", | |
| "ADGRF3", | |
| "LRRC4B", | |
| "EVA1B", | |
| "FAM89A", | |
| "ZNF804A", | |
| "HOXD4", | |
| "OR10A2", | |
| "IRF5", | |
| "MINAR2", | |
| "RXFP2", | |
| "CNOT9", | |
| "FABP5", | |
| "HIPK4", | |
| "OR4F4", | |
| "CTLA4", | |
| "GRM1", | |
| "NLRP4", | |
| "ZNF229", | |
| "CHEK1", | |
| "RBMX2", | |
| "GPX2", | |
| "C5orf47", | |
| "REG1CP", | |
| "IL33", | |
| "SNX12", | |
| "KRT12", | |
| "MOB3B", | |
| "MARK2P9", | |
| "PAX8", | |
| "PTGS2", | |
| "PRR19", | |
| "OR5AP2", | |
| "COL25A1", | |
| "MAPK8IP3", | |
| "CHI3L1", | |
| "AIRE", | |
| "ATP6V1E2", | |
| "NWD2", | |
| "CHRNB4", | |
| "KRT17", | |
| "LY75", | |
| "DISC2", | |
| "CENPS-CORT", | |
| "ATP6V0A4", | |
| "DEFA6", | |
| "PNLIPRP3", | |
| "FOXC2", | |
| "PRR29", | |
| "ADGRG4", | |
| "CD2AP", | |
| "TENM2", | |
| "C10orf67" | |
| ], | |
| "Coefficient": [ | |
| 0.04756123834472232, | |
| 0.041800499456187475, | |
| 0.04032232052859172, | |
| 0.036822956389945885, | |
| 0.03328446762324389, | |
| 0.028308777979698597, | |
| -0.027300380126925042, | |
| 0.026187278948326814, | |
| 0.025240915315524554, | |
| 0.024093593270929463, | |
| 0.023933386468854716, | |
| 0.023752771796275506, | |
| 0.02353941019290523, | |
| 0.022340069390537756, | |
| 0.021681792423047054, | |
| 0.01997655555706458, | |
| 0.019936110742394365, | |
| 0.01989047864827072, | |
| 0.01889280831738988, | |
| -0.0185691624246601, | |
| 0.018481613401279254, | |
| -0.017593805917885993, | |
| -0.017145569244944814, | |
| 0.016744782627934822, | |
| 0.016535381485731512, | |
| 0.015501338597662083, | |
| 0.015010479102879355, | |
| 0.01477219417999164, | |
| 0.014717883101762754, | |
| -0.014071416592622121, | |
| 0.013461615647865098, | |
| 0.01317131924918549, | |
| 0.012428739047066938, | |
| 0.012258797141332186, | |
| 0.012010837186134767, | |
| 0.010981522920610932, | |
| 0.010952459276127677, | |
| -0.010550215595253784, | |
| 0.010408954806819463, | |
| 0.010396285049855012, | |
| 0.010187785123060868, | |
| -0.009802576007249975, | |
| 0.009331060012437975, | |
| 0.009270625108443401, | |
| -0.009094060500154674, | |
| 0.009066912993479743, | |
| -0.008864645058964627, | |
| 0.008710983537650456, | |
| -0.008437241087658401, | |
| -0.00837352735153379, | |
| 0.008298901699771712, | |
| 0.008177940167079406, | |
| 0.008100372367748462, | |
| -0.008060647620510501, | |
| 0.007224755749624747, | |
| 0.00709396476654083, | |
| -0.007021904685851132, | |
| 0.007013936051189105, | |
| 0.006976859828986775, | |
| 0.006930117240515317, | |
| -0.0065886931375366085, | |
| -0.0065494464007833245, | |
| 0.006492301680560512, | |
| 0.006447297385561844, | |
| 0.006355694735832066, | |
| -0.006099770131195891, | |
| 0.006028629165093604, | |
| 0.0059093467378926925, | |
| -0.0058214750817417804, | |
| 0.005777890573789832, | |
| -0.005489298575781754, | |
| 0.005311304429627647, | |
| -0.0052781955411493, | |
| -0.005244867497163009, | |
| 0.005235830124323297, | |
| -0.005225643993218984, | |
| -0.005199351640940698, | |
| 0.005178920093837178, | |
| 0.005108123495451921, | |
| 0.005049011883436072, | |
| 0.004904417958160415, | |
| 0.00489136137013394, | |
| 0.004873391926051204, | |
| -0.0044246608810903, | |
| -0.004406577990373468, | |
| 0.0043350994992791105, | |
| -0.0040555143329839265, | |
| 0.003744925166571566, | |
| 0.0037057753177896853, | |
| 0.0036284384428850545, | |
| -0.0036201067282573786, | |
| -0.0035478749654414203, | |
| 0.0033974189113261223, | |
| -0.003356329167503745, | |
| 0.0033165938040674073, | |
| -0.003252623140548713, | |
| -0.002948809647121477, | |
| -0.0028802964015490194, | |
| -0.0028651070870581094, | |
| 0.0028586346120422455, | |
| 0.002828104343241824, | |
| -0.0027990502844616456, | |
| -0.002699165576495013, | |
| 0.0026602222253377834, | |
| 0.0026184714363056767, | |
| 0.0025905298481483565, | |
| 0.0025843476623683874, | |
| 0.002521372409000772, | |
| 0.002460910699653146, | |
| 0.002447682572862667, | |
| 0.002426072090407902, | |
| 0.0022852934165746228, | |
| 0.00221381878571965, | |
| -0.002158973765461733, | |
| -0.002122541157630591, | |
| -0.002116889239815768, | |
| 0.0021149998483006582, | |
| 0.002086719993086556, | |
| 0.002079269380658447, | |
| -0.0020315828379576903, | |
| -0.002027824258010315, | |
| -0.0019324899210883015, | |
| -0.0019252687260736484, | |
| 0.0017991511228205108, | |
| -0.0017460442909398373, | |
| 0.0017444572749678528, | |
| -0.0017258867560869836, | |
| -0.0015618233077105944, | |
| 0.0015596063825896545, | |
| -0.0015453791851452966, | |
| 0.00152937917483523, | |
| -0.0015225785843764972, | |
| -0.001448834795818077, | |
| 0.00136102029368864, | |
| 0.0013395568371969912, | |
| -0.0013166683282931238, | |
| 0.0013063978170697796, | |
| 0.0012985933717764948, | |
| -0.0012753429300727478, | |
| 0.0012604893761878956, | |
| 0.0012561180761905973, | |
| 0.001231519594120597, | |
| 0.0012105320655858272, | |
| -0.0012104081068360472, | |
| -0.001187148241744485, | |
| 0.0011302197219899912, | |
| -0.0011240856673452545, | |
| -0.001082323240559725, | |
| -0.0010762462310368842, | |
| -0.001047705180126785, | |
| -0.0010463248877236129, | |
| 0.001008658243749905, | |
| -0.0009727717731446641, | |
| 0.000929632004383535, | |
| 0.0009139964987421984, | |
| 0.0009019378110912396, | |
| -0.0008962410183407183, | |
| 0.0008661783458323335, | |
| 0.0008433527258821573, | |
| 0.0008392663825979, | |
| 0.0008364639246758525, | |
| -0.0008351384172685595, | |
| 0.0008066649882400705, | |
| 0.0007950858270648013, | |
| -0.0007790020099068957, | |
| 0.0007591477090929062, | |
| -0.0006981027010052531, | |
| -0.0006980509057521221, | |
| 0.0006966900457637816, | |
| -0.0006932638206722126, | |
| 0.000657340670383276, | |
| 0.0006535643790348051, | |
| -0.0006528038357736676, | |
| 0.0006462694001245816, | |
| -0.0006397012793495515, | |
| 0.0006324986229613913, | |
| 0.0006078568509892714, | |
| -0.0005993542937243981, | |
| -0.0005905570190973932, | |
| -0.0005870135149238288, | |
| -0.0005665470592662188, | |
| -0.0005569292015176825, | |
| -0.0005477972987740737, | |
| -0.0005442235993902172, | |
| 0.0005248943654286022, | |
| 0.0005227387355840537, | |
| -0.0005081288831535143, | |
| -0.00048672375117097194, | |
| -0.00048222344408065007, | |
| 0.00043651180590115505, | |
| 0.00042664927916874696, | |
| -0.00042583025044546735, | |
| 0.00042507583917717086, | |
| 0.0004227500723113616, | |
| -0.00042236822674823125, | |
| -0.0004188055119617259, | |
| 0.00041812278144089435, | |
| 0.000399238095285547, | |
| -0.0003787710294335925, | |
| 0.0003736234978766176, | |
| -0.0003651736189624341, | |
| -0.0003529494938824955, | |
| 0.00035152081451713323, | |
| 0.0003316448493957519, | |
| 0.0003280112290952126, | |
| -0.00030649510876836394, | |
| -0.0002983099616787416, | |
| -0.00028652572017740023, | |
| -0.0002831276018247324, | |
| -0.00025241619529883075, | |
| -0.0002423820012066901, | |
| 0.00023283121361344876, | |
| 0.0002262312798140324, | |
| -0.00022595332732228883, | |
| -0.00022351292735143776, | |
| -0.00022327184558722414, | |
| 0.0002139919980452003, | |
| -0.00021349167312193962, | |
| -0.00020997096180294406, | |
| 0.0002080801341492632, | |
| 0.00020488331436325943, | |
| -0.0002002373024907973, | |
| -0.00019542297247528907, | |
| -0.00017561773694819052, | |
| -0.0001751963653407873, | |
| 0.00017094967303928505, | |
| 0.0001665139201453241, | |
| -0.0001628913499851954, | |
| 0.00015617935929701152, | |
| -0.00015080882638837678, | |
| 0.00015079781056379497, | |
| -0.00013145249567332265, | |
| 0.00012034592118380605, | |
| 0.00010431044824254057, | |
| 0.00010121469048170726, | |
| -9.327139136300496e-05, | |
| 9.098829474378904e-05, | |
| -8.503993831996552e-05, | |
| 7.717717804871349e-05, | |
| -7.246248636740742e-05, | |
| 7.241337849249056e-05, | |
| -7.031287113660893e-05, | |
| 6.691942167439046e-05, | |
| 6.339886277464065e-05, | |
| 6.226767641796726e-05, | |
| -6.105647486023396e-05, | |
| 4.4104323942379624e-05, | |
| 4.3734937063404267e-05, | |
| 4.3472282815505125e-05, | |
| -3.828740929029712e-05, | |
| -3.805275474583203e-05, | |
| 3.15642567510571e-05, | |
| 2.8252737457061102e-05, | |
| 2.5794063035986642e-05, | |
| -2.539635098624159e-05, | |
| -2.4691668684136604e-05, | |
| -2.2833943283552457e-05, | |
| 2.0925640962578566e-05, | |
| 1.6821738497293415e-05, | |
| 1.537798793752213e-05, | |
| -1.1901403533640517e-05, | |
| 9.813056799278753e-06, | |
| 9.276970783743014e-06, | |
| -7.502070704678068e-06, | |
| -7.403686916886099e-06, | |
| -6.6519644746151014e-06, | |
| -5.623935051780304e-06, | |
| -2.0571274178000667e-06, | |
| -1.8818716751876216e-06, | |
| -6.558324239488022e-07, | |
| 4.634638597209752e-07, | |
| 3.9347850220529296e-07, | |
| -3.115462658168014e-07, | |
| -1.0317399503240424e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.04756123834472232, | |
| 0.041800499456187475, | |
| 0.04032232052859172, | |
| 0.036822956389945885, | |
| 0.03328446762324389, | |
| 0.028308777979698597, | |
| 0.027300380126925042, | |
| 0.026187278948326814, | |
| 0.025240915315524554, | |
| 0.024093593270929463, | |
| 0.023933386468854716, | |
| 0.023752771796275506, | |
| 0.02353941019290523, | |
| 0.022340069390537756, | |
| 0.021681792423047054, | |
| 0.01997655555706458, | |
| 0.019936110742394365, | |
| 0.01989047864827072, | |
| 0.01889280831738988, | |
| 0.0185691624246601, | |
| 0.018481613401279254, | |
| 0.017593805917885993, | |
| 0.017145569244944814, | |
| 0.016744782627934822, | |
| 0.016535381485731512, | |
| 0.015501338597662083, | |
| 0.015010479102879355, | |
| 0.01477219417999164, | |
| 0.014717883101762754, | |
| 0.014071416592622121, | |
| 0.013461615647865098, | |
| 0.01317131924918549, | |
| 0.012428739047066938, | |
| 0.012258797141332186, | |
| 0.012010837186134767, | |
| 0.010981522920610932, | |
| 0.010952459276127677, | |
| 0.010550215595253784, | |
| 0.010408954806819463, | |
| 0.010396285049855012, | |
| 0.010187785123060868, | |
| 0.009802576007249975, | |
| 0.009331060012437975, | |
| 0.009270625108443401, | |
| 0.009094060500154674, | |
| 0.009066912993479743, | |
| 0.008864645058964627, | |
| 0.008710983537650456, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 82.6086956521739, | |
| "precision": 26.666666666666664, | |
| "recall": 19.999999999999996, | |
| "f1": 18.88888888888889 | |
| }, | |
| "selection": { | |
| "precision": 2.3207916866051024, | |
| "recall": 1.6766467065868262, | |
| "f1": 1.943753456328156, | |
| "jaccard": 0.9816807188136151 | |
| } | |
| } | |
| } |