| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ATG2A", | |
| "ACTL10", | |
| "ANKFY1", | |
| "FN3KRP", | |
| "CERS5", | |
| "MAP3K7CL", | |
| "DHX32", | |
| "SCGB3A1", | |
| "ATP6V1H", | |
| "CDY2B", | |
| "ANKS4B", | |
| "CARM1", | |
| "ACOT4", | |
| "EIF2S1", | |
| "ARHGAP31", | |
| "CDH23", | |
| "ABCB7", | |
| "NYAP1", | |
| "BPNT1", | |
| "ACAD8", | |
| "CENPC", | |
| "EIF1", | |
| "ATP6V1D", | |
| "CLCN4", | |
| "PTGDS", | |
| "MAP3K10", | |
| "FAM117A", | |
| "ACTR3", | |
| "BCL2L2", | |
| "NDUFAF7", | |
| "ACLY", | |
| "ATOSB", | |
| "CDK5RAP2", | |
| "EMC1", | |
| "ADCYAP1", | |
| "CC2D1B", | |
| "COX14", | |
| "HLA-C", | |
| "AP1M2", | |
| "LMNTD1", | |
| "CRX", | |
| "FMC1-LUC7L2", | |
| "ARHGAP19", | |
| "PDRG1", | |
| "ACTR5", | |
| "SUCLG1", | |
| "MED16", | |
| "ETFDH", | |
| "LGALS2", | |
| "BAMBI", | |
| "C20orf204", | |
| "ABCG1", | |
| "OR52E6", | |
| "CLPX", | |
| "C7", | |
| "DNAH8", | |
| "ABHD1", | |
| "NDUFV3", | |
| "DNAJC15", | |
| "ATP1A3", | |
| "ARID1A", | |
| "ANP32E", | |
| "EGLN1", | |
| "ADM", | |
| "BUB1B", | |
| "ENTPD6", | |
| "CCDC24", | |
| "ELAVL1", | |
| "BYSL", | |
| "ASMT", | |
| "GFRA2", | |
| "LAMC3", | |
| "EPX", | |
| "COX20", | |
| "CYP27A1", | |
| "CALHM1", | |
| "GALNS", | |
| "CYBB", | |
| "CATSPER1", | |
| "BIN3", | |
| "CES3", | |
| "CCDC107", | |
| "BMP8B", | |
| "COQ8B", | |
| "ALS2", | |
| "AARS2", | |
| "MOGS", | |
| "ADCY2", | |
| "ZNF615", | |
| "ANXA7", | |
| "LIMS2", | |
| "FER1L6-AS1", | |
| "CD300E", | |
| "GRM2", | |
| "EIF3G", | |
| "CTU1", | |
| "CCDC186", | |
| "MORC2", | |
| "GOLT1B", | |
| "ALG8", | |
| "AHRR", | |
| "BHLHE22", | |
| "ANKRD54", | |
| "PPIA", | |
| "CDC20", | |
| "ADAM17", | |
| "EIF4A3", | |
| "HIP1", | |
| "CAST", | |
| "CEP164", | |
| "PROP1", | |
| "CCKAR", | |
| "TMEM39A", | |
| "AZI2", | |
| "SAPCD2", | |
| "C19orf12", | |
| "ARL2BP", | |
| "CPTP", | |
| "AQP10", | |
| "MPHOSPH10", | |
| "GAL3ST1", | |
| "GASK1A", | |
| "FLYWCH2", | |
| "GLRX", | |
| "ADAD1", | |
| "GPR108", | |
| "EIPR1", | |
| "ADAM30", | |
| "MAP3K6", | |
| "CD9", | |
| "CARF", | |
| "ADGRG3", | |
| "ALG5", | |
| "BTBD1", | |
| "LRRC58", | |
| "SGPL1", | |
| "TMEM164", | |
| "GET3", | |
| "CHURC1", | |
| "ANAPC16", | |
| "ZSWIM4", | |
| "DHRS4", | |
| "ANO6", | |
| "MAN2A1", | |
| "BMERB1", | |
| "ABTB1", | |
| "SLC38A11", | |
| "THOC5", | |
| "DUSP14", | |
| "RHCG", | |
| "HAS1", | |
| "C16orf86", | |
| "CRACR2B", | |
| "CLC", | |
| "CLCA1", | |
| "EEF1AKMT3", | |
| "BPNT2", | |
| "LGALSL", | |
| "CALHM6", | |
| "ARHGAP10", | |
| "DNAJB8", | |
| "MYBBP1A", | |
| "LCE1F", | |
| "ROGDI", | |
| "ENTPD4", | |
| "SMG7", | |
| "CYP4F12", | |
| "CALCOCO1", | |
| "ADSS2", | |
| "ADAD2", | |
| "ACVR1B", | |
| "ALDH3A2", | |
| "OR51B2", | |
| "PI4K2A", | |
| "ATP2A2", | |
| "OR1G1", | |
| "SMARCAL1", | |
| "CCDC51", | |
| "PCSK1N", | |
| "COLGALT2", | |
| "ATF6", | |
| "INPP5B", | |
| "C19orf47", | |
| "E2F2", | |
| "NUDT2", | |
| "NQO2", | |
| "MEMO1", | |
| "CA4", | |
| "ALDH6A1", | |
| "AGO2", | |
| "ATF1", | |
| "CFAP221", | |
| "PES1", | |
| "CASZ1", | |
| "EBPL", | |
| "DEFA1", | |
| "COMMD5", | |
| "MYBPH", | |
| "CIAPIN1", | |
| "CTRL", | |
| "GTF2H3", | |
| "CINP", | |
| "CRTAP", | |
| "DCAKD", | |
| "ARMC10", | |
| "MAPRE3", | |
| "QTRT2", | |
| "ACOT1", | |
| "SYMPK", | |
| "ISL2", | |
| "ANP32A", | |
| "CREBL2", | |
| "PLCH2", | |
| "ING4", | |
| "CFD", | |
| "SLC25A29", | |
| "VAV2", | |
| "ATG13", | |
| "AHCTF1", | |
| "ATP13A1", | |
| "ANKRD13C-DT", | |
| "BTNL3", | |
| "PKNOX2", | |
| "DHTKD1", | |
| "DNAJA3", | |
| "CHRNA9", | |
| "TLK2", | |
| "CLCF1", | |
| "MTCH2", | |
| "ACTA2", | |
| "FAM118A", | |
| "AADACL4", | |
| "PCDHA5", | |
| "EEPD1", | |
| "OR4F3", | |
| "PEBP4", | |
| "KCTD6", | |
| "ASPRV1", | |
| "GALT", | |
| "GPR171", | |
| "KNTC1", | |
| "FMO4", | |
| "CZIB", | |
| "CHD7", | |
| "EIF3C", | |
| "HMBOX1", | |
| "C2orf42", | |
| "ACAA2", | |
| "FMO5", | |
| "CCDC126", | |
| "INSR", | |
| "DEFA4", | |
| "C7orf25", | |
| "NUTF2", | |
| "CBR3", | |
| "LYL1", | |
| "CIAO3", | |
| "ZNF701", | |
| "NABP2", | |
| "IDNK", | |
| "OSBP2", | |
| "ACP3", | |
| "HSD17B2", | |
| "DDT", | |
| "ANXA3", | |
| "ST3GAL4", | |
| "ADH1B", | |
| "OLIG1", | |
| "CBX6", | |
| "EBF1", | |
| "PRKAR2A", | |
| "POLR2D", | |
| "COIL", | |
| "DHX34", | |
| "CEBPG", | |
| "PLA2G10", | |
| "ZIK1", | |
| "CARD8", | |
| "NINJ2", | |
| "KRTAP19-1", | |
| "ACY3", | |
| "CRY2", | |
| "GTF2E1", | |
| "PHF20", | |
| "KDM5D", | |
| "HEXA", | |
| "ERP27", | |
| "DBNDD1", | |
| "MCMBP", | |
| "BCL2L1", | |
| "ARAP1", | |
| "TUSC2", | |
| "DHX35", | |
| "CEP350", | |
| "DSCC1", | |
| "SPTA1", | |
| "FLJ30679", | |
| "MORN1", | |
| "TMEM41A", | |
| "DRD1", | |
| "SECTM1", | |
| "CTDNEP1", | |
| "LRRC18", | |
| "USP47", | |
| "TMEM186", | |
| "APOM", | |
| "TMEM121B", | |
| "ATP6V0A2", | |
| "GIGYF2", | |
| "KDM3A", | |
| "CACNA1F", | |
| "DEFB121", | |
| "DDX27", | |
| "TUBB4B", | |
| "SPAG7", | |
| "CHMP6", | |
| "GABBR1", | |
| "GPX7", | |
| "ANXA5", | |
| "LMBR1L", | |
| "ARPP19", | |
| "SLFN13", | |
| "MRM2", | |
| "GP5", | |
| "ASB6", | |
| "JOSD1", | |
| "CCDC124", | |
| "ATL2", | |
| "GADD45GIP1", | |
| "SRA1", | |
| "DCBLD1", | |
| "BAG4", | |
| "ARHGAP26", | |
| "BRD3", | |
| "FBXL14", | |
| "SUGT1P1", | |
| "CNTROB", | |
| "RNF138P1", | |
| "TNFAIP1", | |
| "ST13P6", | |
| "CLEC2B", | |
| "COA8", | |
| "CLEC4A", | |
| "ANXA1", | |
| "LINC00523", | |
| "TMCO4", | |
| "CD7", | |
| "MTRF1L", | |
| "IPO13", | |
| "RBBP6", | |
| "GSR", | |
| "AMIGO1", | |
| "POLDIP2", | |
| "KBTBD8", | |
| "TCF7L2", | |
| "CST7", | |
| "CCNB1", | |
| "ELF4", | |
| "CYSTM1", | |
| "GASK1B", | |
| "BTNL8", | |
| "MAML3", | |
| "RNASET2", | |
| "EPHB4", | |
| "PMM2", | |
| "ZMYM4", | |
| "TFPT", | |
| "INKA2", | |
| "CYFIP1", | |
| "SMAD5", | |
| "H2BC8", | |
| "C19orf25", | |
| "IFRD1", | |
| "PCSK5", | |
| "GTF2I", | |
| "ZNF821", | |
| "SELENOO", | |
| "SS18L1", | |
| "P2RX1", | |
| "ATP6V1C1", | |
| "DNPEP", | |
| "MALL", | |
| "ALKBH8", | |
| "BTG2", | |
| "FAM13B", | |
| "PALD1", | |
| "ORC1", | |
| "NAPSB", | |
| "CSRNP3", | |
| "DCAF8L2", | |
| "ANKS3", | |
| "ATP2C2", | |
| "ENPP4", | |
| "DHRS13", | |
| "B3GNTL1", | |
| "CCDC28A", | |
| "CHTOP", | |
| "RNASEL", | |
| "SSRP1", | |
| "WSCD1", | |
| "APOB", | |
| "ACOT8", | |
| "SOX4", | |
| "ATG9B", | |
| "GPR87", | |
| "LRP1", | |
| "TMEM86A", | |
| "UQCR10", | |
| "F12", | |
| "GML", | |
| "TK1", | |
| "ANKS1A", | |
| "CARS1", | |
| "EFHD1", | |
| "CLCN3", | |
| "ZNF579", | |
| "TRAPPC2B", | |
| "MIR22HG", | |
| "LDLR", | |
| "TUBD1", | |
| "TMED4", | |
| "CISD1", | |
| "HDDC2", | |
| "CTTNBP2NL", | |
| "CCDC66", | |
| "WDR48", | |
| "NIT2", | |
| "FCHSD1", | |
| "HOOK2", | |
| "ALDH1A3", | |
| "DSTYK", | |
| "GPR182", | |
| "KDM4A" | |
| ], | |
| "Coefficient": [ | |
| 0.06372593431718546, | |
| -0.06234807898108864, | |
| -0.05453896779554974, | |
| -0.053957876239651655, | |
| 0.04923958034589489, | |
| 0.045344846912993085, | |
| -0.04291444594876499, | |
| -0.041986982075203384, | |
| 0.03915837530488246, | |
| 0.03871282585533799, | |
| 0.037823372419583674, | |
| -0.03765756447610749, | |
| 0.03671174211667385, | |
| 0.03540055554212761, | |
| -0.033301885748835636, | |
| -0.033275124175323426, | |
| 0.03224535873171324, | |
| -0.03217069578886459, | |
| 0.030555318133517473, | |
| -0.029319211309087923, | |
| 0.02903601909446814, | |
| 0.028652991454099122, | |
| 0.02820958618242253, | |
| -0.02778413309092034, | |
| 0.027674849522324265, | |
| -0.026910656050402115, | |
| -0.026070026327286364, | |
| -0.02596839300486634, | |
| 0.025176542549237693, | |
| 0.024661039345378655, | |
| 0.024610318346165883, | |
| -0.024587127925529997, | |
| 0.02432070104726314, | |
| 0.024176450748293644, | |
| 0.023828417656781294, | |
| 0.023079461774437846, | |
| -0.022924138168680837, | |
| 0.022833713212950982, | |
| -0.022727653868441767, | |
| 0.02261527898873902, | |
| 0.022543268276519805, | |
| 0.022243231538784505, | |
| 0.02207137051109422, | |
| -0.022062362193317513, | |
| 0.02150334179404776, | |
| 0.021465188093170218, | |
| -0.021341449313900345, | |
| -0.02127635535341925, | |
| 0.02121633064525523, | |
| 0.020761496967769976, | |
| 0.02046715677110381, | |
| 0.0201024665558138, | |
| 0.019791303853455393, | |
| 0.019718164387836714, | |
| -0.01912673382667254, | |
| -0.019069035396455197, | |
| -0.018832961271062116, | |
| -0.01855123152575773, | |
| 0.018488833807727024, | |
| 0.018433051293845253, | |
| -0.01836428712406146, | |
| -0.01810374746146716, | |
| -0.01758696988491939, | |
| 0.017555371446711165, | |
| 0.017549806787017785, | |
| -0.017522244571045533, | |
| -0.017460655036451406, | |
| 0.017293097104079592, | |
| -0.01721369405055023, | |
| 0.017133438817462144, | |
| 0.01710513874727428, | |
| -0.01707609505147724, | |
| -0.017046646169242397, | |
| -0.016877480161949558, | |
| -0.016873048455135868, | |
| 0.016274641484617342, | |
| -0.016225578677158018, | |
| -0.01607869214205796, | |
| -0.015950265973119996, | |
| 0.015746273334214522, | |
| -0.015742439299628264, | |
| -0.015529690584804922, | |
| 0.015463716596893723, | |
| 0.015127700103141522, | |
| 0.015104944016352281, | |
| -0.014978159782699662, | |
| -0.014889398067388156, | |
| 0.01488139071463454, | |
| -0.014833489241145957, | |
| 0.014813747840607749, | |
| 0.014473681589979595, | |
| -0.014450115823512855, | |
| -0.014071458954963626, | |
| 0.014016974790126476, | |
| -0.013919470910845647, | |
| -0.013793524524362012, | |
| 0.013754633897436993, | |
| 0.013517334737440377, | |
| -0.013517144985251863, | |
| 0.0134871415220158, | |
| -0.01310850827460725, | |
| -0.01308192269325581, | |
| -0.012956760419014335, | |
| -0.012855916991955402, | |
| 0.012741302336813668, | |
| 0.01273216403233268, | |
| -0.012667883034392934, | |
| -0.012655623399001751, | |
| -0.012649781218957847, | |
| -0.012613345486644402, | |
| 0.01230302467594519, | |
| 0.012187021502378895, | |
| 0.011928803497090442, | |
| -0.01187403469478762, | |
| 0.011738907874934637, | |
| 0.011500025603085579, | |
| -0.0114224639552637, | |
| 0.011306429659508859, | |
| 0.011281208443943699, | |
| -0.011194928140833327, | |
| -0.011116094361853327, | |
| -0.011082791577347964, | |
| 0.010945638685221146, | |
| -0.010835080268388942, | |
| 0.010710922216850677, | |
| -0.01062587948283634, | |
| 0.010200570378571003, | |
| 0.010081769734370994, | |
| 0.010051148098176813, | |
| 0.010016680942739664, | |
| -0.010003483099837984, | |
| 0.009726188804488719, | |
| 0.009462188483831674, | |
| -0.009376116911760319, | |
| -0.009322582863125192, | |
| 0.009265578105411069, | |
| -0.009241780344025551, | |
| 0.009228093633505664, | |
| 0.009105442632379805, | |
| 0.009065560079702873, | |
| 0.00884358715872447, | |
| -0.008833236826454049, | |
| -0.008809031601303334, | |
| 0.00874159102327388, | |
| -0.00873766905068128, | |
| 0.008702764841083628, | |
| -0.008571634038069946, | |
| 0.0083403176184557, | |
| -0.008212247403360677, | |
| -0.008165965323737145, | |
| -0.008143419586724904, | |
| -0.008134624490750572, | |
| -0.008033345039762706, | |
| -0.007979341205483806, | |
| -0.007933548440018461, | |
| 0.00787792908034524, | |
| -0.007727456154343852, | |
| -0.007627276673183013, | |
| -0.007499360442633719, | |
| 0.007483708569008649, | |
| -0.007427698471581556, | |
| -0.007354242550908176, | |
| 0.007296108485641618, | |
| -0.00718255399445483, | |
| 0.007160938292973054, | |
| -0.0071598414668837115, | |
| -0.006970542913840164, | |
| -0.006894502127579917, | |
| 0.006852676671056954, | |
| 0.006676964610178792, | |
| 0.006669571337765254, | |
| -0.006653342757181406, | |
| 0.006598111357730555, | |
| 0.006578003456773199, | |
| -0.006489920698289136, | |
| 0.006463855114449542, | |
| 0.00642271264434174, | |
| 0.006390839346330294, | |
| -0.006386084425607587, | |
| -0.006375717478334171, | |
| 0.006340362225314646, | |
| 0.00630907834089281, | |
| -0.006274707325396962, | |
| -0.006237483638511406, | |
| -0.0061850855829912125, | |
| 0.006176659181544945, | |
| -0.006126656407434067, | |
| 0.005937726993533274, | |
| 0.00574211408941983, | |
| 0.005571317869832219, | |
| 0.005509110091122329, | |
| -0.005449442440786091, | |
| -0.0053934878064356056, | |
| -0.005347563303806523, | |
| 0.005281491712854283, | |
| 0.005231864590775057, | |
| -0.005104786614793894, | |
| 0.005101898017061208, | |
| 0.0050955590021752465, | |
| 0.005011953699755563, | |
| -0.005001674727667796, | |
| 0.004917215945406799, | |
| -0.004902758602971693, | |
| 0.004806346575806593, | |
| -0.004733739609569099, | |
| 0.004688289599187388, | |
| -0.004671599658680874, | |
| 0.004603034535818333, | |
| 0.004587245655518699, | |
| -0.00452564840685296, | |
| -0.004501349814171473, | |
| -0.004501032640566497, | |
| 0.004444400600788027, | |
| 0.0044243808559350775, | |
| -0.0043344552967808855, | |
| 0.004306989417759749, | |
| 0.004296946297335855, | |
| 0.004290154816541382, | |
| 0.004228350942697344, | |
| 0.00410987339679178, | |
| -0.004098901383005308, | |
| -0.004010588629834845, | |
| 0.003939119922494122, | |
| 0.0038449003884734345, | |
| 0.0038342737755756536, | |
| -0.003830612126984448, | |
| 0.003829530781451852, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 65.0, | |
| "precision": 65.0, | |
| "recall": 100.0, | |
| "f1": 78.02418101992569 | |
| }, | |
| "selection": { | |
| "precision": 5.710546861597991, | |
| "recall": 2.5, | |
| "f1": 3.4774296151829205, | |
| "jaccard": 1.7702419931974156 | |
| } | |
| } | |
| } |