| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ACE2", | |
| "ACOT2", | |
| "ADAMTS1", | |
| "ABCA1", | |
| "ARHGAP6", | |
| "ADGB", | |
| "AACS", | |
| "ABHD16A", | |
| "ABCB9", | |
| "ATP5MK", | |
| "BCORP1", | |
| "AKR7L", | |
| "ATPAF1", | |
| "AAGAB", | |
| "ANO4", | |
| "LINC00115", | |
| "ADGRG4", | |
| "ADAD2", | |
| "ACBD7", | |
| "GSTM5", | |
| "CHRM5", | |
| "CENPV", | |
| "ADRA1A", | |
| "ADAMTS9", | |
| "CETN2", | |
| "ANO2", | |
| "NPNT", | |
| "ACTRT1", | |
| "CA5BP1", | |
| "AMACR", | |
| "AADACL3", | |
| "ADI1", | |
| "BAAT", | |
| "GPC6", | |
| "ATP6V1D", | |
| "FAM201A", | |
| "B3GALT2", | |
| "CDH6", | |
| "C9orf50", | |
| "ATRX", | |
| "ALDH3A2", | |
| "ANTXRL", | |
| "ACOT12", | |
| "C1orf122", | |
| "ANKRD45", | |
| "GUSBP14", | |
| "GNB5", | |
| "ALG6", | |
| "AGRP", | |
| "CDY1", | |
| "CNBP", | |
| "ANAPC10", | |
| "INTS9", | |
| "AQP12A", | |
| "GAR1", | |
| "GZMB", | |
| "AAA1", | |
| "ANKRD20A18P", | |
| "DEF6", | |
| "APCS", | |
| "ACTG2", | |
| "FER1L6-AS2", | |
| "GRM8", | |
| "ACRBP", | |
| "CFAP68", | |
| "ADAM8", | |
| "ADAM3A", | |
| "VN1R10P", | |
| "ADGRE2", | |
| "APOM", | |
| "ACY3", | |
| "HCG4", | |
| "CMYA5", | |
| "AQP7P2", | |
| "ABO", | |
| "ABLIM2", | |
| "PWRN1", | |
| "ASB12", | |
| "ARL16", | |
| "ADAM9", | |
| "B3GNT2", | |
| "NFIB", | |
| "BUD23", | |
| "A4GNT", | |
| "ATG4A", | |
| "CDY2B", | |
| "B9D2", | |
| "RAB6C", | |
| "GPR107", | |
| "CYP11B2", | |
| "CCR5", | |
| "ANKRD26", | |
| "ABI1", | |
| "AP3B2", | |
| "CERS3", | |
| "ATP6V1A", | |
| "AMZ2", | |
| "MIR507", | |
| "CCDC32", | |
| "LCORL", | |
| "BNIP3", | |
| "ANGEL2", | |
| "MYL12B", | |
| "CASP12", | |
| "AP2S1", | |
| "TMEM97", | |
| "C3orf18", | |
| "NUDT16", | |
| "ANO1", | |
| "ARMH3", | |
| "EFCAB12", | |
| "CLCN3", | |
| "BPHL", | |
| "MORC2-AS1", | |
| "CCDC28A", | |
| "BMP6", | |
| "FAM178B", | |
| "GMCL2", | |
| "AIF1L", | |
| "CD24", | |
| "PCDHB11", | |
| "PRSS33", | |
| "DKK3", | |
| "RPL31P11", | |
| "AKAP1", | |
| "DEFB112", | |
| "DMRT2", | |
| "ARL2", | |
| "ADGRD1", | |
| "CARD11", | |
| "ARHGAP24", | |
| "ATP5F1D", | |
| "ACTN2", | |
| "BAGE2", | |
| "CD209", | |
| "DDX17", | |
| "ABRACL", | |
| "C16orf46", | |
| "ANKRD37", | |
| "AASDH", | |
| "ACOT1", | |
| "DLG4", | |
| "ACYP1", | |
| "COQ10B", | |
| "ZFYVE21", | |
| "SUPT5H", | |
| "AP5S1", | |
| "ATG12", | |
| "CACNA2D1", | |
| "MIR197", | |
| "ATP5MC1", | |
| "LRP4", | |
| "ASIC4", | |
| "APOD", | |
| "BLVRB", | |
| "FAM167B", | |
| "CAPN8", | |
| "MIR1261", | |
| "AQP9", | |
| "MIR1-1HG", | |
| "ADAMTSL4-AS1", | |
| "CCHCR1", | |
| "BMPR1A", | |
| "GALNT4", | |
| "BICDL1", | |
| "MIR146A", | |
| "SNORD59B", | |
| "FNDC4", | |
| "ADCY7", | |
| "MAGEA4", | |
| "MIR548F5", | |
| "CDS2", | |
| "CDH11", | |
| "AKR1C2", | |
| "ARHGEF11", | |
| "BRCA1", | |
| "CAPRIN2", | |
| "CT47A1", | |
| "CC2D1B", | |
| "LAMP3", | |
| "CCNQP1", | |
| "CUBN", | |
| "CLUAP1", | |
| "DRC3", | |
| "NTN4", | |
| "ARL6IP1", | |
| "CALHM6", | |
| "GPR4", | |
| "APOL1", | |
| "ADAMTS2", | |
| "CIBAR2", | |
| "ANK2", | |
| "DNASE1L3", | |
| "PLCH2", | |
| "MBD3L2", | |
| "TDRG1", | |
| "BNIP2", | |
| "EVPL", | |
| "ANKRD50", | |
| "ARL15", | |
| "ABRA", | |
| "FTH1P8", | |
| "OMG", | |
| "FOLR3", | |
| "CRK", | |
| "KRT19", | |
| "SFTPA2", | |
| "SLC24A3", | |
| "MIR1976", | |
| "ATP13A2", | |
| "ABCG1", | |
| "CMTM8", | |
| "DEFB106A", | |
| "FADS2", | |
| "FRYL", | |
| "BOLA2B", | |
| "CHD2", | |
| "CFAP54", | |
| "TMEM9B", | |
| "ADRA2C", | |
| "AGTRAP", | |
| "ARMH4", | |
| "ENPP5", | |
| "FAXC", | |
| "CYP4Z2P", | |
| "ANXA4", | |
| "ABT1", | |
| "MORC4", | |
| "CPLANE1", | |
| "CENPI", | |
| "SHISAL2B", | |
| "LMO7", | |
| "PROK2", | |
| "ARIH1", | |
| "ASB9", | |
| "EVI2A", | |
| "ALPL", | |
| "PPIL1", | |
| "ATP13A4", | |
| "SFTA1P", | |
| "EXT2", | |
| "ZNF510", | |
| "ERAP1", | |
| "FRAS1", | |
| "PTPN1", | |
| "AVPI1", | |
| "PRSS58", | |
| "ADAM5", | |
| "C1QTNF1", | |
| "BMPR1B", | |
| "NDUFA2", | |
| "PTPRN", | |
| "ARF4", | |
| "BMAL1", | |
| "NAPEPLD", | |
| "CTIF", | |
| "ALKBH2", | |
| "ATP10B", | |
| "CDH23", | |
| "LMAN1L", | |
| "MESD", | |
| "ATP2B4", | |
| "TRIM43", | |
| "DEPDC7", | |
| "LRRC27", | |
| "SPANXC", | |
| "CAMK2G", | |
| "ASMTL", | |
| "ANKRD30BP2", | |
| "RAP1A", | |
| "MIR106B", | |
| "NR2F2", | |
| "DTYMK", | |
| "CACNG3", | |
| "TMEM170B", | |
| "MED18", | |
| "CMTM4", | |
| "AIPL1", | |
| "CDC42BPB", | |
| "TRIM63", | |
| "BTG1", | |
| "ELOVL5", | |
| "H2BC8", | |
| "TMEM243", | |
| "DENND5A", | |
| "PKDREJ", | |
| "IMMT", | |
| "MAGEA3", | |
| "APP", | |
| "BNIP5", | |
| "FAM81A", | |
| "COL5A2", | |
| "AMDHD1", | |
| "BMP8A", | |
| "GALNT8", | |
| "TTBK2", | |
| "CR1", | |
| "ACCSL", | |
| "BEX2", | |
| "FUCA1", | |
| "MAGEA9", | |
| "ZNF527", | |
| "RBM17", | |
| "ACMSD", | |
| "BTBD1", | |
| "MLST8", | |
| "RPL14", | |
| "C20orf204", | |
| "ABR", | |
| "SPRY2", | |
| "FLYWCH1", | |
| "ARHGAP31", | |
| "ATP8B1", | |
| "PRAMEF1", | |
| "AMT", | |
| "ATP5PD", | |
| "RAB35", | |
| "MGAT2", | |
| "ACTRT3", | |
| "BGN", | |
| "SPINK1", | |
| "MOS", | |
| "CLEC16A", | |
| "GCNT2P1", | |
| "CDC14B", | |
| "CASTOR3P", | |
| "NAT9" | |
| ], | |
| "Coefficient": [ | |
| 0.06789763419368063, | |
| 0.054145967779636824, | |
| 0.04019674050720189, | |
| -0.034820574549557504, | |
| 0.03361699034608076, | |
| 0.03260411052188077, | |
| 0.03132680563011233, | |
| 0.03098645226634791, | |
| -0.03018155422825426, | |
| 0.029954025001076613, | |
| -0.02820464520761064, | |
| -0.027658988886068447, | |
| -0.027465175533623227, | |
| 0.027158418052936475, | |
| 0.027027596234563033, | |
| 0.02574943850303374, | |
| 0.025339427436086224, | |
| 0.023535892087433348, | |
| -0.023027044427047023, | |
| 0.0213554201079143, | |
| -0.02107264811099547, | |
| 0.02031213844639141, | |
| -0.020122411524483342, | |
| 0.02003670221374724, | |
| -0.01962712699250871, | |
| 0.01960605069618884, | |
| 0.019596448407037104, | |
| 0.01897675189583497, | |
| 0.018973612045889366, | |
| 0.018616054291734078, | |
| -0.01830051578776956, | |
| -0.01828744315067114, | |
| -0.018167333289391744, | |
| 0.017548042257536322, | |
| -0.01737941933526097, | |
| 0.016953459802516273, | |
| 0.016239234819377772, | |
| 0.015789112662034477, | |
| -0.015535285935914406, | |
| 0.014842369329950329, | |
| 0.014546874663036075, | |
| 0.013372111868084041, | |
| -0.013306050408331022, | |
| 0.012981332266330175, | |
| -0.012688403749438429, | |
| 0.012653569966284474, | |
| 0.012591294409161074, | |
| -0.012578849748468337, | |
| 0.012278289804204043, | |
| -0.01223846462383342, | |
| -0.012086741724911759, | |
| 0.011902158175641204, | |
| 0.011801341613649092, | |
| 0.011693610087087886, | |
| -0.011692016405137293, | |
| 0.011548419175063279, | |
| -0.011274585884983162, | |
| -0.011214724104047061, | |
| -0.010655797616421958, | |
| -0.010614244152783349, | |
| 0.0104931888198617, | |
| -0.010398080776553867, | |
| 0.010110059687945023, | |
| -0.009987673827239979, | |
| -0.009918533874161533, | |
| 0.009817154634660607, | |
| 0.009731254692719401, | |
| 0.00956442389541176, | |
| 0.009561670352302666, | |
| -0.009497701752459372, | |
| -0.009462484282461199, | |
| 0.00944924150390353, | |
| -0.009374624807153432, | |
| 0.00937030124356198, | |
| -0.009092461082132526, | |
| -0.008867430517182693, | |
| 0.008716819038055464, | |
| 0.008204353958147243, | |
| 0.008196643955017766, | |
| 0.008181921006155283, | |
| 0.008163089882200613, | |
| 0.008107155422554118, | |
| -0.008011798133186997, | |
| 0.0076115886273774545, | |
| 0.007566226291629833, | |
| -0.007467726098321136, | |
| -0.007015607560363906, | |
| 0.006940279789705797, | |
| -0.006866142076793399, | |
| -0.006842007141144132, | |
| -0.006821810965260148, | |
| 0.006755409848298338, | |
| 0.006749292424095997, | |
| -0.006687438604378259, | |
| -0.0066512302443537015, | |
| -0.00663304435748964, | |
| 0.006448728014170357, | |
| 0.006432797012877181, | |
| 0.006325336263062173, | |
| 0.006321917416594204, | |
| 0.006286451592925077, | |
| 0.006272808273138137, | |
| 0.0062634779687040475, | |
| 0.006033527329441655, | |
| -0.005979619312901441, | |
| 0.005974358639608688, | |
| 0.00597338941721114, | |
| 0.0059515332565501, | |
| 0.0059175364589596265, | |
| -0.005747942010346025, | |
| -0.005707642506422187, | |
| -0.005616198003559519, | |
| 0.0055397135152465745, | |
| -0.005479745532585333, | |
| 0.005437461372792411, | |
| 0.005407063938190239, | |
| -0.005363998354905572, | |
| 0.005347231935090952, | |
| 0.005334439498669287, | |
| -0.005210762222756592, | |
| 0.005198843704518169, | |
| -0.005163801181306751, | |
| -0.00507107738318113, | |
| -0.005067627971208342, | |
| -0.005067211442229875, | |
| -0.005033464324500795, | |
| 0.004911062480289751, | |
| 0.004889422961145415, | |
| 0.00482997893037662, | |
| -0.004796099679547278, | |
| -0.004787589517844816, | |
| 0.0047355502207749155, | |
| 0.004615453925575285, | |
| 0.004591852056618904, | |
| 0.004588247999214034, | |
| 0.004478946347857043, | |
| 0.004368777050667018, | |
| 0.004354753924609776, | |
| -0.00435288019736893, | |
| -0.004326316742858578, | |
| -0.0042810754211461, | |
| -0.004278594600018518, | |
| 0.004238243518149036, | |
| -0.004184577786035348, | |
| -0.0039856404131749295, | |
| -0.0038743281244314884, | |
| -0.0038537005329668268, | |
| -0.0038296427451859068, | |
| 0.0037647871473600277, | |
| 0.003758363471102123, | |
| -0.003696332759856015, | |
| 0.0036431721706267376, | |
| 0.0033834734662419297, | |
| 0.0033578365139803655, | |
| -0.0032463399829610402, | |
| 0.0031976714045543328, | |
| 0.0031709468702916556, | |
| 0.0029843855220351274, | |
| 0.0029408076158274877, | |
| -0.002927306847527493, | |
| -0.002925644801142024, | |
| 0.0028619178049322093, | |
| -0.0027091791638767875, | |
| -0.002678151071886771, | |
| 0.0026458827247096035, | |
| -0.0025966806889578965, | |
| 0.002536611082001398, | |
| -0.0025161729105738916, | |
| 0.0025147098224029252, | |
| 0.0024912489703416006, | |
| 0.0024307777339194923, | |
| -0.00242071114723105, | |
| -0.0024201762691504255, | |
| 0.0024194917098320176, | |
| -0.0022899905504292204, | |
| -0.0022746990070652492, | |
| 0.00225435030134588, | |
| 0.00224278360655302, | |
| -0.0021684969979072818, | |
| -0.002092161546002769, | |
| 0.0020466373769508564, | |
| 0.00203601447578339, | |
| -0.002031299506983705, | |
| -0.002025552244145758, | |
| 0.0020194949850066536, | |
| -0.002014073716013218, | |
| 0.0019945585231567497, | |
| 0.0019907513815217944, | |
| -0.0019840985181500846, | |
| 0.0019560765681488263, | |
| -0.0018986926832105962, | |
| 0.0018937587425457466, | |
| 0.0018736646789578731, | |
| 0.0018645797981196094, | |
| -0.0017951755101623527, | |
| -0.0017907864610126297, | |
| -0.0017694318191188569, | |
| 0.0017195038132204275, | |
| -0.0016882580087643196, | |
| 0.0016708886474305494, | |
| 0.0016160858101201768, | |
| 0.0015992332434687595, | |
| 0.0015831947998858542, | |
| 0.001581177686240704, | |
| -0.001561442776070606, | |
| 0.0015385126916219632, | |
| -0.0015202734046270057, | |
| 0.0014951791355870868, | |
| 0.0014176757247818387, | |
| 0.0013831781486970977, | |
| -0.0013756476263335222, | |
| 0.0013722685806837507, | |
| -0.0012779142788047805, | |
| -0.0012631265754155193, | |
| 0.0012286662518663026, | |
| -0.0011812359650135442, | |
| 0.001179180282005598, | |
| -0.0011661902631156266, | |
| -0.0011657301655834556, | |
| 0.0011595463111180172, | |
| 0.0011447554103787992, | |
| -0.0011330755097153345, | |
| -0.00110922332078696, | |
| 0.00108632519165054, | |
| -0.001076903895286603, | |
| -0.001043874310455034, | |
| 0.00102998824544859, | |
| 0.001009221002922142, | |
| 0.0009916729933749358, | |
| 0.0009793245700284562, | |
| -0.000946201511661267, | |
| 0.0009339639315895068, | |
| 0.000914667163929282, | |
| -0.0009081852717216458, | |
| 0.0008962857295568902, | |
| 0.0008873592763880624, | |
| 0.0008801520911209325, | |
| -0.0008743096372032918, | |
| -0.0008528610162768916, | |
| -0.0008477555443956093, | |
| -0.0008438537380662173, | |
| -0.000838241413118295, | |
| -0.0008349882652573665, | |
| 0.0008206060067796801, | |
| -0.0008121983487598481, | |
| 0.0008102382744279202, | |
| 0.0007936756206647665, | |
| 0.000793063021077549, | |
| 0.0007465317993692248, | |
| -0.0007006415282813558, | |
| -0.0006948066747241289, | |
| -0.0006914397096153032, | |
| -0.0006849907369394645, | |
| 0.0006618395383329519, | |
| 0.0006528391763601353, | |
| 0.0006474600331477409, | |
| -0.0006301642147165465, | |
| 0.0006184243123486671, | |
| 0.0005995839049521433, | |
| 0.0005955523139923375, | |
| -0.0005557878615874179, | |
| 0.0005105381442222415, | |
| -0.0004862713793600696, | |
| 0.0004754355710836429, | |
| -0.0004722627179963616, | |
| 0.00046266053407800176, | |
| 0.00045763578404356485, | |
| -0.00044398842186537687, | |
| 0.0004324259866247482, | |
| 0.0004105790641157407, | |
| -0.0004014020786001228, | |
| 0.00038183851685764936, | |
| 0.0003766737376312726, | |
| 0.00036483525125955183, | |
| 0.0003620779982964328, | |
| -0.00032166517961930777, | |
| -0.0003017080820386897, | |
| -0.00028274626029086726, | |
| 0.00027303817431286766, | |
| 0.00026002027549821806, | |
| 0.0002583122012912149, | |
| -0.0002477216068582056, | |
| -0.0002445340383429822, | |
| 0.0002363631678216735, | |
| 0.00021729007814461928, | |
| 0.00021525127770590405, | |
| -0.00020926702641078227, | |
| -0.00020437318062969476, | |
| 0.00019048448769240275, | |
| 0.00018697653233071536, | |
| 0.00018370567746357527, | |
| 0.0001622392577562125, | |
| 0.00016184884173024619, | |
| -0.0001548624992702779, | |
| 0.00015061210293108526, | |
| 0.000144597379816879, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 85.71428571428571, | |
| "precision": 85.7092907092907, | |
| "recall": 90.38996297819827, | |
| "f1": 87.78554778554779 | |
| }, | |
| "selection": { | |
| "precision": 5.762240900996543, | |
| "recall": 1.703940362087327, | |
| "f1": 2.629238352187257, | |
| "jaccard": 1.332474684285494 | |
| } | |
| } | |
| } |