| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AKAP12", | |
| "ANKRD20A11P", | |
| "APIP", | |
| "APBB2", | |
| "ACAT2", | |
| "CCR9", | |
| "BCL6B", | |
| "AAR2", | |
| "CCDC170", | |
| "ELAPOR1", | |
| "DVL2", | |
| "DRICH1", | |
| "C3orf20", | |
| "METTL27", | |
| "DCPS", | |
| "BLVRA", | |
| "CCDC146", | |
| "AAGAB", | |
| "NYAP2", | |
| "ATP2B3", | |
| "FAM167A-AS1", | |
| "ADAMTS6", | |
| "NT5C3B", | |
| "ABCD4", | |
| "ALDH5A1", | |
| "CYP27A1", | |
| "ACSM1", | |
| "IL13", | |
| "EID3", | |
| "BTBD3", | |
| "HLA-L", | |
| "CACNB2", | |
| "CNGA1", | |
| "CFD", | |
| "IL10", | |
| "CPT1A", | |
| "KTN1-AS1", | |
| "AFF3", | |
| "ASMTL-AS1", | |
| "CLDN6", | |
| "C1QTNF6", | |
| "ATOH8", | |
| "CDH2", | |
| "C5orf34", | |
| "PGM5", | |
| "AFAP1L2", | |
| "TUBB6", | |
| "ADAMDEC1", | |
| "TMEM255B", | |
| "GCM1", | |
| "ANKRD53", | |
| "NT5M", | |
| "ALDH9A1", | |
| "C11orf21", | |
| "ASCL3", | |
| "MIR9-1", | |
| "GAST", | |
| "ACRV1", | |
| "C5orf52", | |
| "CD93", | |
| "C1R", | |
| "GMCL2", | |
| "CAMKV", | |
| "ABHD4", | |
| "HTR3B", | |
| "CREB3L4", | |
| "ITPRIPL1", | |
| "ROM1", | |
| "ARL5B", | |
| "ANKHD1", | |
| "CADPS", | |
| "BTNL2", | |
| "ACAN", | |
| "DPYSL4", | |
| "EDDM3A", | |
| "FTMT", | |
| "IMPG2", | |
| "UPK3A", | |
| "ABCA1", | |
| "LGI4", | |
| "CNTNAP4", | |
| "DZANK1", | |
| "CFAP53", | |
| "PARD3B", | |
| "ABCB11", | |
| "CTNNA1", | |
| "PLA2G4C", | |
| "ADGRF1", | |
| "ADAM12", | |
| "CRCT1", | |
| "ANG", | |
| "NAPSB", | |
| "CHRNA9", | |
| "ANKRD12", | |
| "CDS1", | |
| "APOBEC3A", | |
| "ECRG4", | |
| "SLC25A34", | |
| "AFDN", | |
| "MRGPRX3", | |
| "ALPK3", | |
| "ACSL6", | |
| "CLLU1", | |
| "ZNF418", | |
| "ADH4", | |
| "AQP5", | |
| "FLT1", | |
| "FTCD", | |
| "IL36A", | |
| "OR1N1", | |
| "AMER3", | |
| "DDO", | |
| "AP2A2", | |
| "MFSD4A", | |
| "ALDH1L1", | |
| "TPO", | |
| "DRD1", | |
| "COL9A3", | |
| "COQ2", | |
| "B3GAT1", | |
| "MYL7", | |
| "MFSD3", | |
| "ABHD18", | |
| "VIPR2", | |
| "CHCHD4", | |
| "BSG", | |
| "MARCHF10", | |
| "CA3", | |
| "CYLC2", | |
| "ART1", | |
| "C1QTNF1", | |
| "PRR19", | |
| "FAM27E2", | |
| "FOXRED1", | |
| "AREG", | |
| "CRB3", | |
| "MED16", | |
| "ANK2", | |
| "CXCL17", | |
| "NEIL1", | |
| "CYP4F12", | |
| "ERAP2", | |
| "ADGRL1", | |
| "ANKRD20A8P", | |
| "CCDC196", | |
| "OR4C3", | |
| "H2BC3", | |
| "ADCK1", | |
| "CCZ1", | |
| "GABBR2", | |
| "ADAM20", | |
| "ENC1", | |
| "CRIPTO3", | |
| "ABCG1", | |
| "SPATA46", | |
| "FAAP24", | |
| "TMEM201", | |
| "PGM5P2", | |
| "HIP1R", | |
| "HCRTR2", | |
| "COL4A6", | |
| "CDHR5", | |
| "PIDD1", | |
| "ATAD1", | |
| "MFSD9", | |
| "C11orf68", | |
| "CNOT6", | |
| "G0S2", | |
| "ACTRT3", | |
| "DHFR2", | |
| "LRGUK", | |
| "OR8U1", | |
| "CEND1", | |
| "AFP", | |
| "BHLHA9", | |
| "FPGS", | |
| "HLA-DPB2", | |
| "CCDC158", | |
| "GRK7", | |
| "LINC02877", | |
| "FLJ20712", | |
| "CCNL2", | |
| "BANP", | |
| "ACHE", | |
| "ATP5PF", | |
| "SEC14L4", | |
| "CHST7", | |
| "RASSF9", | |
| "LDLR", | |
| "CDK3", | |
| "POC1A", | |
| "UGGT2", | |
| "MDS2", | |
| "ANKRD7", | |
| "DEFB1", | |
| "BGLAP", | |
| "INSM2", | |
| "GLTP", | |
| "TXNDC11", | |
| "BAMBI", | |
| "HSD3B2", | |
| "DCAF12L2", | |
| "ALK", | |
| "CDH22", | |
| "AP1G1", | |
| "SLC44A5", | |
| "CCL7", | |
| "EIF4E3", | |
| "TPD52L3", | |
| "MTNR1B", | |
| "CAP2", | |
| "IFNE", | |
| "GSTM3", | |
| "ATP2A3", | |
| "EME2", | |
| "GJA8", | |
| "LYPD1", | |
| "MYH1", | |
| "ERVH48-1", | |
| "SCN7A", | |
| "CPA3", | |
| "DNAJC18", | |
| "ITSN1", | |
| "C9orf40", | |
| "GSDME", | |
| "PUDP", | |
| "SCHIP1", | |
| "CTSC", | |
| "LRRC43", | |
| "ADRA2B", | |
| "ASCL4", | |
| "ADGRG4", | |
| "MIR197", | |
| "FGFR2", | |
| "ADAMTS10", | |
| "MICALL2", | |
| "SLC5A5", | |
| "DEPDC4", | |
| "COLQ", | |
| "CDRT4", | |
| "ADGRF3", | |
| "HSPB7", | |
| "MMRN2", | |
| "DDX19A", | |
| "COL6A1", | |
| "JAKMIP3", | |
| "DCAF8L1", | |
| "CDH19", | |
| "GASK1A", | |
| "FAM83G", | |
| "COX8A", | |
| "OR10K2", | |
| "OR4D1", | |
| "ASB5", | |
| "MMEL1", | |
| "OR10Z1", | |
| "MIR153-2", | |
| "TMEM81", | |
| "BAAT", | |
| "RGS17", | |
| "TMEM167B", | |
| "IL25", | |
| "OR7D4", | |
| "C22orf39", | |
| "ALDH6A1", | |
| "MYLIP", | |
| "LIG1", | |
| "C8orf58", | |
| "BAIAP2", | |
| "MIR140", | |
| "TTTY8", | |
| "ADCY6", | |
| "IGSF10", | |
| "GPR39", | |
| "PWWP2A", | |
| "IDI2-AS1", | |
| "ANTXRL", | |
| "SEMA3A", | |
| "CYP26B1", | |
| "SALL2", | |
| "IGHMBP2", | |
| "CDCA8", | |
| "OR1F1", | |
| "NEK8", | |
| "C1QB", | |
| "DHRS2", | |
| "DLG4", | |
| "MIR181B2", | |
| "BEX3", | |
| "DDX51", | |
| "ATP5MF", | |
| "FAM24A", | |
| "TMEM244", | |
| "CPLX4", | |
| "CAVIN4", | |
| "PTGDS", | |
| "ESRP1", | |
| "ETV4", | |
| "NAPB", | |
| "COX8C", | |
| "NAPSA", | |
| "TAFA1", | |
| "DOCK3", | |
| "MIR9-1HG", | |
| "AIM2", | |
| "LRRC37A4P", | |
| "HES5", | |
| "TXNDC8", | |
| "CDCA4", | |
| "GPR20", | |
| "GLYCTK", | |
| "LGR5", | |
| "DESI2", | |
| "APLP2", | |
| "ATP6V0D2", | |
| "FOXC1", | |
| "CXXC1", | |
| "ATP8B5P", | |
| "C17orf58", | |
| "CHAC1", | |
| "CHEK2", | |
| "ARV1", | |
| "LEKR1", | |
| "MRPL38", | |
| "COMTD1", | |
| "ARSK", | |
| "FAM118A", | |
| "SLC39A12", | |
| "ASB2", | |
| "ACBD5", | |
| "OR1L6", | |
| "GPATCH3", | |
| "GAR1", | |
| "CHAT", | |
| "CFAP77", | |
| "VWA5B2", | |
| "MIR199B", | |
| "SUCNR1", | |
| "CLXN", | |
| "MMP12", | |
| "MYBPC1", | |
| "ENTR1", | |
| "GRHL1", | |
| "KLHL33", | |
| "CCDC30", | |
| "NXPE1", | |
| "GTF2H2", | |
| "LMOD2", | |
| "IGDCC4", | |
| "HARBI1", | |
| "BIRC6", | |
| "ICA1L", | |
| "PLD6", | |
| "PTGIR", | |
| "TMEM252", | |
| "ATF5", | |
| "RPTN", | |
| "OR2H2", | |
| "TCEAL1", | |
| "A2ML1", | |
| "TMED3", | |
| "BHLHE40", | |
| "DPRX", | |
| "MOK", | |
| "NOVA1", | |
| "ELMOD1", | |
| "ADSS1", | |
| "ADAMTS5", | |
| "EWSAT1", | |
| "FAM120B", | |
| "C10orf53", | |
| "FHL5", | |
| "CDC14B", | |
| "DLL1", | |
| "CLDN16", | |
| "ASXL3", | |
| "MORN1", | |
| "LINC02908", | |
| "SLC22A3", | |
| "TGFB2", | |
| "PRKG1", | |
| "HAND2", | |
| "MIR205", | |
| "ENTPD6", | |
| "ATG2B", | |
| "SNTN", | |
| "ICOSLG", | |
| "LMO7", | |
| "KRTAP22-1", | |
| "TTTY8B", | |
| "MIR205HG", | |
| "GTF2H2B" | |
| ], | |
| "Coefficient": [ | |
| -0.08065250663325128, | |
| -0.06356390622544307, | |
| 0.05190795675831236, | |
| 0.041765529569113946, | |
| -0.03679027491869363, | |
| -0.03604257457693476, | |
| -0.03249100815346501, | |
| -0.03203147784827187, | |
| 0.0308814175994786, | |
| 0.030266627645705507, | |
| -0.029607887043474574, | |
| 0.029467962607695974, | |
| -0.029131236628478975, | |
| -0.028269617074811564, | |
| -0.027932098742024097, | |
| -0.02784997471811402, | |
| -0.027750943001783396, | |
| -0.027360949333182987, | |
| 0.02704886401831852, | |
| 0.026743557519006186, | |
| 0.026586242065834736, | |
| 0.025674777523659292, | |
| 0.025547829602072403, | |
| 0.025310185069714147, | |
| 0.024819299169262673, | |
| 0.024698688995095287, | |
| -0.024559848412568457, | |
| 0.024449745940320195, | |
| -0.024108392012340933, | |
| 0.02343484514992576, | |
| 0.02277056221337838, | |
| -0.02191755686952064, | |
| 0.021661465443011563, | |
| -0.021610729898384272, | |
| 0.021150049685808515, | |
| 0.02107871758292985, | |
| -0.021004360516132043, | |
| 0.020931147431765586, | |
| 0.020498306122261858, | |
| 0.019749188222684597, | |
| -0.019463832241046038, | |
| 0.01906532038860568, | |
| 0.01900919955544758, | |
| 0.018663499271293123, | |
| -0.018334238908180256, | |
| -0.018053601446040873, | |
| 0.01795291385888385, | |
| 0.01781178691433236, | |
| -0.017412448253554303, | |
| -0.017350780778902945, | |
| -0.016759994779088596, | |
| 0.016532791350991227, | |
| 0.0164339897981855, | |
| -0.01640918901534286, | |
| 0.01631382302221242, | |
| 0.016292253812009796, | |
| 0.016131639177687927, | |
| 0.01597822007053083, | |
| 0.01581396115049926, | |
| 0.015799817428134598, | |
| -0.015773962771128053, | |
| -0.01575809960249974, | |
| 0.01566669107901066, | |
| -0.015663984298505768, | |
| -0.015240461059223984, | |
| 0.01495454070874503, | |
| -0.014640315845261149, | |
| -0.014634853041018995, | |
| -0.014588979451371662, | |
| 0.014449603392748648, | |
| -0.014165355917710723, | |
| -0.013660090807097364, | |
| 0.013363130245947886, | |
| -0.013341290808683374, | |
| -0.013317594934371428, | |
| -0.013129278718169594, | |
| -0.0129710539033063, | |
| 0.012464373431413218, | |
| -0.01217259266982272, | |
| -0.012058157038977736, | |
| 0.012053741691664588, | |
| 0.011971760598237177, | |
| -0.011717185786277473, | |
| 0.011468118267027812, | |
| 0.011429636435665238, | |
| -0.010995286535699235, | |
| -0.010817993598847601, | |
| 0.010732578285342671, | |
| -0.010684256743426056, | |
| 0.010630921220668171, | |
| 0.010513616716175988, | |
| -0.010274101861461885, | |
| 0.010198016016288268, | |
| -0.01019405580409155, | |
| 0.009971996733072612, | |
| -0.009754205021886184, | |
| -0.009612143228687788, | |
| 0.00960267011048942, | |
| 0.009595018559152247, | |
| -0.00948857919169286, | |
| -0.009242045592223944, | |
| 0.0092320738660153, | |
| -0.008928455835758197, | |
| 0.008867373729625072, | |
| 0.00878838905619983, | |
| -0.00862211062641734, | |
| -0.00858343207055481, | |
| -0.00852470501825894, | |
| 0.008338966748974998, | |
| 0.008323922250187773, | |
| 0.008169641215015592, | |
| -0.008089515605865674, | |
| 0.008002911626365915, | |
| 0.007992989088512176, | |
| 0.007673715624491831, | |
| 0.00766262083329681, | |
| -0.007299100332598344, | |
| -0.007160736222437514, | |
| -0.007003573441545177, | |
| -0.006999875127696427, | |
| 0.006983566802243733, | |
| -0.006829782658387584, | |
| -0.006583651517694997, | |
| 0.006513262639896708, | |
| 0.00647653098381581, | |
| 0.006452860585503115, | |
| -0.006449515251993127, | |
| 0.006287890689708872, | |
| -0.006222628597522383, | |
| 0.006171192237857733, | |
| 0.006083234149084796, | |
| 0.005965391698247395, | |
| 0.005895607791737387, | |
| 0.005817709718202799, | |
| -0.005760385775728088, | |
| -0.005690766627043137, | |
| 0.0055299454449763705, | |
| 0.005337262212099201, | |
| -0.005231232316741883, | |
| 0.005197825291163744, | |
| -0.0050558806542093425, | |
| -0.004965655254518273, | |
| 0.004879269195840149, | |
| -0.004752608070434779, | |
| -0.004744729465603322, | |
| 0.004731956170487012, | |
| -0.004671100593046996, | |
| 0.004623422972586215, | |
| -0.004619478600502916, | |
| 0.004574731978298009, | |
| 0.004496034214554574, | |
| -0.0043992703638051954, | |
| -0.004394867625854149, | |
| -0.004330008984975747, | |
| 0.00430974610266463, | |
| -0.004241338958598689, | |
| 0.004085759893061566, | |
| -0.0040820951479677795, | |
| 0.003993559209072687, | |
| 0.0038821753141580215, | |
| 0.0038663446467232863, | |
| -0.0038080719871945888, | |
| 0.0038080297820984195, | |
| -0.0037968640680867208, | |
| -0.0037599716099327597, | |
| -0.0037297300788429032, | |
| -0.003686925425281871, | |
| -0.003648716845898564, | |
| 0.003566282308353209, | |
| -0.003537281555036595, | |
| 0.003462561014583933, | |
| -0.003408132244133266, | |
| -0.0033881798147336016, | |
| 0.0033851545204631435, | |
| 0.00333821128108443, | |
| 0.0032807786023724725, | |
| 0.003231530477663429, | |
| 0.0032299344519634, | |
| 0.0032064241980839566, | |
| 0.0031433182298894694, | |
| 0.0030997719417340825, | |
| 0.00307032654859369, | |
| 0.00305487768283167, | |
| 0.002970331530793129, | |
| -0.0029366211350023755, | |
| 0.002829872735174503, | |
| -0.002745326122898077, | |
| -0.0027253629105951104, | |
| -0.0027120292361747116, | |
| 0.002698832837327813, | |
| 0.0026553150597287394, | |
| -0.00258840038020531, | |
| 0.0025666022167240153, | |
| 0.002521484791296574, | |
| -0.002485052046488061, | |
| -0.002463768264651481, | |
| -0.0023494866933940674, | |
| -0.0023386524148101117, | |
| -0.002327881617241878, | |
| 0.0022543772047264304, | |
| 0.002242706242242183, | |
| 0.0021955321676062757, | |
| 0.0021675366403544716, | |
| -0.0021387616273329632, | |
| 0.00211285110780809, | |
| -0.00206918883786066, | |
| -0.0020675401406288147, | |
| -0.002029105194049443, | |
| -0.001988330899512702, | |
| -0.0019739237232897088, | |
| 0.0019564091758982167, | |
| 0.0019469984976273652, | |
| 0.0019296486006273857, | |
| 0.0018834241253763968, | |
| 0.001823765767469471, | |
| -0.0018189901578790407, | |
| -0.0018047158941400135, | |
| -0.0017713171600582612, | |
| -0.0017405605164707656, | |
| -0.0017390811925580374, | |
| -0.0017390725842444763, | |
| 0.001737444163448231, | |
| -0.001720779492836329, | |
| 0.0016983400949372928, | |
| 0.0016334925802594872, | |
| -0.0016116024142540392, | |
| -0.0015951190356553022, | |
| 0.0015071823520216997, | |
| 0.0015035099212318457, | |
| 0.0014746388074907244, | |
| 0.0014600770305541674, | |
| 0.0014289735747289704, | |
| -0.0014149645539633135, | |
| -0.0014132424737598414, | |
| 0.0014097166244831942, | |
| -0.0013495177322817352, | |
| 0.0013373029207471914, | |
| -0.0013084961538017354, | |
| 0.0012970393971465709, | |
| 0.0012938986626635223, | |
| 0.0012859429972883658, | |
| 0.0011830489282146613, | |
| 0.0011803139350372114, | |
| 0.0011751126387495483, | |
| 0.0011328673659911598, | |
| 0.0010903298489545875, | |
| -0.001063922990959019, | |
| 0.0010634444036722182, | |
| -0.0010517548210060399, | |
| -0.0010133195759128267, | |
| -0.0009970637975025233, | |
| 0.0009970631834151562, | |
| 0.0009555332209572767, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 3.365659761567102e-05, | |
| 3.173538363817133e-05, | |
| 2.479248428012332e-05, | |
| 2.350657108799515e-05, | |
| 2.131363975960864e-05, | |
| 1.7779763125127713e-05, | |
| 1.6949068901073313e-05, | |
| 1.6285267771324646e-05, | |
| 1.376650022796115e-05, | |
| 1.3412084568838077e-05, | |
| 1.1825803392553051e-05, | |
| 8.827764307823305e-06, | |
| 8.748129958644378e-06, | |
| 8.021934911038136e-06, | |
| 5.57252420654657e-06, | |
| 3.095194972460399e-06, | |
| 2.635590777439965e-06, | |
| 2.5853481657549225e-06, | |
| 2.0066912460234645e-06, | |
| 7.086914756760016e-07, | |
| 8.917944630021612e-19, | |
| 4.8865450027515694e-20, | |
| 3.664908752063677e-20 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 69.28571428571429, | |
| "precision": 70.28171828171828, | |
| "recall": 62.16450216450217, | |
| "f1": 65.86397306397306 | |
| }, | |
| "selection": { | |
| "precision": 0.295012337752263, | |
| "recall": 2.564102564102564, | |
| "f1": 0.5291110981788345, | |
| "jaccard": 0.2655506608495361 | |
| } | |
| } | |
| } |