{ | |
"significant_genes": { | |
"Variable": [ | |
"HPN", | |
"A2M", | |
"ABCA6", | |
"ACSM3", | |
"CIB4", | |
"DNAH10", | |
"CD207", | |
"ACSM4", | |
"ANKRD53", | |
"ARRDC1-AS1", | |
"BTBD19", | |
"ARHGAP44", | |
"EFNA4", | |
"CADPS", | |
"ACER3", | |
"ARSF", | |
"GGT7", | |
"ACE", | |
"BICDL1", | |
"ADGRF1", | |
"GRM8", | |
"ADRA2C", | |
"LRTM2", | |
"ASCL1", | |
"ERG", | |
"KCTD9", | |
"CRYZL1", | |
"AFP", | |
"FAM218A", | |
"MIR155HG", | |
"ARMH4", | |
"TNNT1", | |
"BMP7", | |
"CAMK1D", | |
"SPMIP7", | |
"C6orf163", | |
"BIRC7", | |
"AMFR", | |
"CPZ", | |
"HLA-DPB2", | |
"ARAP1", | |
"GLI1", | |
"ERCC6L2", | |
"DHCR24", | |
"AP1S3", | |
"AP2B1", | |
"CDCA3", | |
"SLC29A4", | |
"IPP", | |
"ITPA", | |
"ADAMTS2", | |
"TTTY7", | |
"CHURC1", | |
"NTNG1", | |
"ABCC9", | |
"BARHL2", | |
"MAP2K2", | |
"ACTC1", | |
"CYP2C19", | |
"COA7", | |
"CX3CL1", | |
"ZXDA", | |
"FOXC2", | |
"ARHGEF12", | |
"BTBD16", | |
"EFEMP1", | |
"BPIFA1", | |
"ANKRD26P3", | |
"ART1", | |
"C1QTNF2", | |
"ALOX15", | |
"DBH", | |
"TSSK1B", | |
"C11orf98", | |
"OR5H6", | |
"IMMP1L", | |
"ACOXL", | |
"ZFTA", | |
"OR4E2", | |
"TBX1", | |
"FAM118B", | |
"PRDM12", | |
"CFL2", | |
"GAA", | |
"ABHD16B", | |
"GSDMA", | |
"APOA1", | |
"AMOTL2", | |
"ANKRD26P1", | |
"PNLIPRP3", | |
"CHRND", | |
"AHCY", | |
"CNOT9", | |
"NPBWR2", | |
"CHST7", | |
"DEFB103A", | |
"DEFB104B", | |
"SGPP1", | |
"COL2A1", | |
"SYCE1", | |
"FREM1", | |
"CCDC34", | |
"LAPTM5", | |
"BMPR2", | |
"ATXN1", | |
"CAMKK2", | |
"MRAP", | |
"ACTRT2", | |
"DHX57", | |
"LRRC8D", | |
"SPATA2", | |
"COPG2IT1", | |
"ANXA2", | |
"COPB2", | |
"FANCE", | |
"VIPR2", | |
"ACOT4", | |
"NEXN-AS1", | |
"CAPN11", | |
"ADGRG7", | |
"ATRNL1", | |
"CAMK2N2", | |
"IL2", | |
"CCDC80", | |
"BSX", | |
"MYOCD", | |
"CCNF", | |
"ARMCX2", | |
"CLLU1-AS1", | |
"SLC25A33", | |
"CYSLTR2", | |
"CHD7", | |
"FSTL3", | |
"CFAP69", | |
"S100A2", | |
"ACCS", | |
"BIN2", | |
"C1QTNF3", | |
"DDX50", | |
"HOXD4", | |
"CFAP418", | |
"AQP8", | |
"CCDC85A", | |
"DCAF8L2", | |
"PRSS55", | |
"CENPS-CORT", | |
"BGLAP", | |
"KRTAP4-5", | |
"C1orf52", | |
"C1orf105", | |
"FAM3D", | |
"ALDH1A2", | |
"CD84", | |
"DOCK6", | |
"ACO1", | |
"GNA13", | |
"PRSS16", | |
"ANKRD20A1", | |
"EFNB2", | |
"FFAR4", | |
"C6orf58", | |
"NIPA1", | |
"NWD2", | |
"FBXL21P", | |
"CYP11B1", | |
"COL4A5", | |
"FBXO40", | |
"IKBIP", | |
"ATP11AUN", | |
"APOB", | |
"ACSL3", | |
"EFHC2", | |
"ABCA13", | |
"MOB3B", | |
"ABT1", | |
"GNRHR", | |
"GPHA2", | |
"NR1D1", | |
"MARK1", | |
"BRD7P3", | |
"AP3S2", | |
"FABP5", | |
"TFCP2", | |
"ICAM4", | |
"EMP1", | |
"MYLK2", | |
"REG1CP", | |
"CST1", | |
"TAAR8", | |
"KANK4", | |
"AP1AR", | |
"OTOP3", | |
"ZPBP2", | |
"CFAP77", | |
"FUT2", | |
"OR10A2", | |
"XKRX", | |
"AHCTF1", | |
"CBS", | |
"BCL2A1", | |
"LRRC72", | |
"MOXD1", | |
"COX18", | |
"FAM169BP", | |
"DCN", | |
"MARK2P9", | |
"AGPAT3", | |
"RBFOX2", | |
"BRMS1L", | |
"RASIP1", | |
"PTPRU", | |
"PEX12", | |
"GPALPP1", | |
"KLK11", | |
"VSTM5", | |
"AS3MT", | |
"APOBEC4", | |
"DAAM1", | |
"FMOD", | |
"DPYSL5", | |
"HIGD1C", | |
"SLC35F3", | |
"GRIK4", | |
"HERC1", | |
"IL33", | |
"EFNB3", | |
"BACE2", | |
"OR2M7", | |
"ZDHHC19", | |
"LY75", | |
"RNPEP", | |
"ANKRD63", | |
"BAG5", | |
"H1-2", | |
"KRT17", | |
"SNX12", | |
"SFTPB", | |
"MARF1", | |
"CYP1B1-AS1", | |
"MET", | |
"CHN2", | |
"CAMK1G", | |
"BEGAIN", | |
"CSKMT", | |
"TCF20", | |
"C15orf32", | |
"ZNF280D", | |
"C8orf48", | |
"RIMKLA", | |
"SURF1", | |
"ADAM20P1", | |
"FAM25C", | |
"ASPN", | |
"TENM2", | |
"B4GALT1", | |
"OR1G1", | |
"IL18RAP", | |
"ASB9", | |
"NYAP1", | |
"DPF2", | |
"PAX8", | |
"ADAM6", | |
"ZNF331", | |
"SLC6A5", | |
"LHX6", | |
"POU6F2", | |
"CIITA", | |
"CSN1S2AP", | |
"POLE2", | |
"GYG2P1", | |
"ICA1L", | |
"PANK1", | |
"COL25A1", | |
"EPPK1", | |
"OR4K5", | |
"YIPF5", | |
"AICDA" | |
], | |
"Coefficient": [ | |
0.049776403401754654, | |
0.04461731864984068, | |
0.0402764992711629, | |
0.03467120346282549, | |
0.031192296430571847, | |
0.026670551928746476, | |
0.02633294035639234, | |
-0.02539779063357703, | |
0.02472932103553325, | |
0.022266238282041436, | |
0.021909341994154948, | |
0.02176487744168217, | |
0.02091712950518216, | |
0.020549973131183442, | |
0.020494154586606576, | |
0.019915562425297295, | |
0.0198297493061106, | |
0.019081191414204304, | |
0.018335465034257373, | |
0.01704211961921115, | |
0.016417640345954613, | |
0.01641332180573625, | |
0.01611952072662698, | |
-0.015478995712804072, | |
0.015203039469097526, | |
-0.014994910480092216, | |
-0.014368041279889058, | |
0.014147940920085245, | |
0.013523446481900563, | |
0.013174798372130304, | |
0.012962184532891927, | |
0.012950489730102483, | |
0.012064595656916595, | |
0.012023440822508608, | |
0.012001222289513254, | |
0.011885771749380167, | |
-0.011581825491826427, | |
0.01067613686241369, | |
0.010430732367916026, | |
0.010160590334221746, | |
-0.009949538412287686, | |
0.009519003786853962, | |
-0.009385991770809359, | |
0.009352554695475215, | |
0.00928843319636201, | |
-0.009256700379694123, | |
0.008865185338150377, | |
0.008756161362816256, | |
-0.00863197806508369, | |
-0.008492983894825413, | |
0.008377843247647168, | |
0.007933255292369436, | |
0.007608350589164753, | |
0.007567645486780707, | |
0.007395334198495051, | |
0.007089184949002252, | |
-0.006933104223711403, | |
0.00678554416511937, | |
-0.006769815372998166, | |
0.006376602924291016, | |
0.006292134016388361, | |
-0.00623054424488855, | |
-0.006103025663273143, | |
0.006062928067062804, | |
-0.005996983080300083, | |
0.0057646001217251455, | |
0.00566794019564798, | |
-0.00559155693127272, | |
0.0055636210582154216, | |
-0.005529868666367329, | |
0.005497012690893657, | |
0.00544647462792217, | |
0.005423779346126583, | |
0.005390363876631938, | |
-0.005095292122871938, | |
-0.0050837405997461015, | |
-0.005075209889696556, | |
0.00503525457059338, | |
-0.0048378233102719685, | |
0.004793703187601382, | |
-0.004743232109804519, | |
-0.004725688509175422, | |
-0.004636668641156401, | |
-0.00463556247604359, | |
0.004455737712292107, | |
0.0044533037640239635, | |
0.004423084702684141, | |
0.004401979347186499, | |
-0.004377106559746639, | |
-0.004214554887833912, | |
-0.004171497504939711, | |
0.004093251715115904, | |
0.00407050272030772, | |
0.004024724998724524, | |
-0.003955845463985505, | |
-0.00395117720048263, | |
-0.0037349584997925633, | |
0.0036818515046465896, | |
-0.0036572294254305763, | |
0.003616027401345582, | |
-0.0036056756272492213, | |
0.0035548298828950906, | |
-0.0035417429978323424, | |
0.0035129554891075204, | |
-0.003493243873246253, | |
-0.003442392708144845, | |
0.0032047228099895127, | |
-0.0031752251408915496, | |
0.0031508332890293434, | |
-0.0031276510410485204, | |
-0.0031247707277159836, | |
0.0030837273325563987, | |
0.00307526735229821, | |
-0.003050016443988658, | |
-0.003012493917593622, | |
-0.0029728922215580106, | |
0.0029113241958411574, | |
-0.00286777824116977, | |
0.0028611759490803253, | |
-0.0028088670067443968, | |
-0.0027842345159367673, | |
0.0027263825654799964, | |
-0.0026046102073502483, | |
-0.00255878024650269, | |
0.0025244980214186403, | |
0.0025158904771006374, | |
-0.0024770639508739033, | |
0.002470598650920845, | |
0.0023558367640467474, | |
-0.002303069194760054, | |
0.002217757131467776, | |
0.0021885877556111826, | |
-0.002181774558466955, | |
0.002164372784667638, | |
0.0021589537017332873, | |
0.0020960325563767024, | |
-0.0020912919285912845, | |
0.0020855296470372537, | |
0.002085305189487322, | |
-0.00205492400911046, | |
0.002019172975710765, | |
0.0019779652491721386, | |
0.0019705103311287984, | |
-0.001958606770911216, | |
0.0019214692507436252, | |
-0.0018972581414913815, | |
0.0018792926472545983, | |
-0.0018701944872566009, | |
0.001862992046217919, | |
0.0018530996489091052, | |
0.00185128506068529, | |
-0.001844614430936568, | |
-0.0018342039157562449, | |
-0.0017521310657891962, | |
0.0017260785849837665, | |
-0.0017104229210094847, | |
0.001693578270005483, | |
-0.0016293595494879438, | |
-0.0016259991284437638, | |
0.0015574558311531063, | |
0.0014818489546387095, | |
0.0014152309307161484, | |
0.001381600338718618, | |
-0.0013805535966083264, | |
0.0013636435851850294, | |
-0.001317142433262072, | |
-0.0013001561533513457, | |
0.0012924751760554694, | |
-0.0012416260151572958, | |
0.0012402015229944314, | |
-0.0011791924490415957, | |
-0.0011291603721391957, | |
-0.0010356613640199691, | |
0.001015145332775745, | |
0.000949405670548316, | |
-0.0009000024175142325, | |
0.0008580620039343558, | |
-0.0008554005316711442, | |
0.0008461323025554048, | |
0.0008206698697970268, | |
-0.0008186142937377715, | |
0.0007476496740325626, | |
-0.0007336737514956638, | |
-0.0007336577497243614, | |
0.0007242301269664817, | |
0.0007075711128196838, | |
0.0006834630437327552, | |
-0.0006706492934769687, | |
0.0006474578399530601, | |
-0.0006176814813919042, | |
0.000603618929626313, | |
0.0005703854327042231, | |
-0.0005693216837001369, | |
-0.0005664030969733196, | |
0.0005612162966762814, | |
0.0005549899847259745, | |
0.0005358523688674587, | |
-0.0005282533304818661, | |
-0.0005272538094293133, | |
-0.0005084448549449466, | |
-0.0005083552359562281, | |
-0.0005027925460696862, | |
0.0004994225053623043, | |
-0.0004913835776842646, | |
0.0004735855773021579, | |
-0.0004587485166340189, | |
0.00045652327999507966, | |
-0.0004263531723520058, | |
0.00042524293095201783, | |
-0.00042311092679475767, | |
0.00040101415435833156, | |
-0.00036333109906539634, | |
-0.0003591882746120386, | |
0.0003549167795746889, | |
-0.0003373623634776883, | |
-0.00033298972951672156, | |
0.00032651622482791383, | |
-0.00031521499791008017, | |
0.0003138233294047934, | |
0.00029938184732148125, | |
-0.00028498049932867086, | |
-0.0002797626335391172, | |
0.0002722273940386023, | |
-0.00022232279866918022, | |
-0.00021830631188448358, | |
0.00019996412048793109, | |
0.00018143898426975548, | |
0.00017810887388151103, | |
-0.00015716174693536185, | |
0.00015542530466945202, | |
0.0001516208746472399, | |
-0.00013294740376076157, | |
-0.00011976250161785536, | |
-0.00011760175040092513, | |
0.00010734465569288973, | |
0.00010333504490590411, | |
0.00010074731703820548, | |
-9.764325757546824e-05, | |
9.702734068235779e-05, | |
-9.284261300751747e-05, | |
8.739314846599934e-05, | |
-7.166787593896794e-05, | |
-6.536728945551915e-05, | |
6.326331011847958e-05, | |
6.06702244961584e-05, | |
-5.800592157929017e-05, | |
-5.557064393517623e-05, | |
5.333745750659081e-05, | |
-4.992855966452139e-05, | |
-4.234261796284789e-05, | |
-3.92577498208685e-05, | |
3.925601027763589e-05, | |
-3.39561842196428e-05, | |
-3.204795215127381e-05, | |
-2.9303042441568306e-05, | |
-2.6018229709298397e-05, | |
-2.215885244981862e-05, | |
2.1905208299831523e-05, | |
-2.1765427189092977e-05, | |
2.003405133263604e-05, | |
-1.9585571989353973e-05, | |
-1.8944180273608162e-05, | |
-1.7446768495813913e-05, | |
1.5726557157350558e-05, | |
1.3156368708163922e-05, | |
6.644648362152415e-06, | |
6.491033206930741e-06, | |
6.208850033230799e-06, | |
5.794625568614734e-06, | |
-5.624652323671722e-06, | |
5.356561274145886e-06, | |
3.3302081795449056e-06, | |
-2.2610978119120207e-06, | |
2.0561753226988072e-06, | |
-1.1892805328786773e-06, | |
-9.344250691300565e-07, | |
-6.697078086739086e-07 | |
], | |
"Absolute Coefficient": [ | |
0.049776403401754654, | |
0.04461731864984068, | |
0.0402764992711629, | |
0.03467120346282549, | |
0.031192296430571847, | |
0.026670551928746476, | |
0.02633294035639234, | |
0.02539779063357703, | |
0.02472932103553325, | |
0.022266238282041436, | |
0.021909341994154948, | |
0.02176487744168217, | |
0.02091712950518216, | |
0.020549973131183442, | |
0.020494154586606576, | |
0.019915562425297295, | |
0.0198297493061106, | |
0.019081191414204304, | |
0.018335465034257373, | |
0.01704211961921115, | |
0.016417640345954613, | |
0.01641332180573625, | |
0.01611952072662698, | |
0.015478995712804072, | |
0.015203039469097526, | |
0.014994910480092216, | |
0.014368041279889058, | |
0.014147940920085245, | |
0.013523446481900563, | |
0.013174798372130304, | |
0.012962184532891927, | |
0.012950489730102483, | |
0.012064595656916595, | |
0.012023440822508608, | |
0.012001222289513254, | |
0.011885771749380167, | |
0.011581825491826427, | |
0.01067613686241369, | |
0.010430732367916026, | |
0.010160590334221746, | |
0.009949538412287686, | |
0.009519003786853962, | |
0.009385991770809359, | |
0.009352554695475215, | |
0.00928843319636201, | |
0.009256700379694123, | |
0.008865185338150377, | |
0.008756161362816256, | |
0.00863197806508369, | |
0.008492983894825413, | |
0.008377843247647168, | |
0.007933255292369436, | |
0.007608350589164753, | |
0.007567645486780707, | |
0.007395334198495051, | |
0.007089184949002252, | |
0.006933104223711403, | |
0.00678554416511937, | |
0.006769815372998166, | |
0.006376602924291016, | |
0.006292134016388361, | |
0.00623054424488855, | |
0.006103025663273143, | |
0.006062928067062804, | |
0.005996983080300083, | |
0.0057646001217251455, | |
0.00566794019564798, | |
0.00559155693127272, | |
0.0055636210582154216, | |
0.005529868666367329, | |
0.005497012690893657, | |
0.00544647462792217, | |
0.005423779346126583, | |
0.005390363876631938, | |
0.005095292122871938, | |
0.0050837405997461015, | |
0.005075209889696556, | |
0.00503525457059338, | |
0.0048378233102719685, | |
0.004793703187601382, | |
0.004743232109804519, | |
0.004725688509175422, | |
0.004636668641156401, | |
0.00463556247604359, | |
0.004455737712292107, | |
0.0044533037640239635, | |
0.004423084702684141, | |
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}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 84.34782608695652, | |
"precision": 26.666666666666664, | |
"recall": 26.666666666666664, | |
"f1": 24.88888888888889 | |
}, | |
"selection": { | |
"precision": 2.246294214316192, | |
"recall": 1.6167664670658684, | |
"f1": 1.8786468571256278, | |
"jaccard": 0.9491057484787226 | |
} | |
} | |
} |