| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CT47A1", | |
| "GTPBP10", | |
| "COX7A2L", | |
| "ZNF410", | |
| "METTL8", | |
| "HYAL6P", | |
| "ZNF878", | |
| "HSP90AB1", | |
| "C10orf62", | |
| "ANGPTL7", | |
| "RPL23AP7", | |
| "GRAPL", | |
| "MMP7", | |
| "OR1Q1", | |
| "HOXC11", | |
| "HCN1", | |
| "RPL10", | |
| "SYCP2", | |
| "A4GNT", | |
| "PRSS45P", | |
| "TCERG1L", | |
| "RPH3AL", | |
| "GLT6D1", | |
| "AVP", | |
| "SOHLH1", | |
| "GABRR3", | |
| "TAAR8", | |
| "H1-9P", | |
| "OOSP2", | |
| "KIF2B", | |
| "CSAG1", | |
| "NUTM2F", | |
| "FKSG29", | |
| "AASS", | |
| "CFHR4", | |
| "SERPINB10", | |
| "NETO1", | |
| "OR1L8", | |
| "SPANXA2", | |
| "ALX1", | |
| "PDYN", | |
| "WBP2NL", | |
| "LIPI", | |
| "TRIM51", | |
| "TICAM2", | |
| "LRIT1", | |
| "GOLGA8DP", | |
| "ADGRA1", | |
| "LY6K", | |
| "NTF3", | |
| "ZNF578", | |
| "GLIPR1L2", | |
| "DEFB113", | |
| "HMGA2", | |
| "C1QTNF3", | |
| "CPLX4", | |
| "OR2T27", | |
| "LOC284009", | |
| "OR51F2", | |
| "GPATCH1", | |
| "OR51L1", | |
| "TSPAN10", | |
| "LINC00518", | |
| "RFPL4A", | |
| "H2AC1", | |
| "HOXA3", | |
| "FBLN7", | |
| "SSX7", | |
| "TXNIP", | |
| "ATP10A", | |
| "LIN28B", | |
| "GTF2IP1", | |
| "TMCO2", | |
| "CASP12", | |
| "OR52K2", | |
| "SEC14L4", | |
| "OARD1", | |
| "SLCO6A1", | |
| "LCE1C", | |
| "RBM44", | |
| "CACNG6", | |
| "SPATA8", | |
| "ATXN3L", | |
| "MUC7", | |
| "PAGE5", | |
| "REG1B", | |
| "OPN4", | |
| "GLRA2", | |
| "GSTT4", | |
| "KLK8", | |
| "ROBO2", | |
| "CHRNB1", | |
| "CNPY1", | |
| "UGT1A5", | |
| "HBE1", | |
| "PCDH15", | |
| "CFAP54", | |
| "HIGD2B", | |
| "CREG2", | |
| "LRRC4B", | |
| "SLC10A2", | |
| "CLDN6", | |
| "LY6G6E", | |
| "NFIB", | |
| "NKAIN2", | |
| "SNORD8", | |
| "KCNQ1DN", | |
| "UPK1B", | |
| "KRTAP10-10", | |
| "OR2J2", | |
| "ANKRD40CL", | |
| "CEP43", | |
| "GSTM1", | |
| "NPAP1", | |
| "TERB1", | |
| "DEFB103B", | |
| "HK2", | |
| "SNORA79", | |
| "IFNA4", | |
| "SCARNA10", | |
| "GJB6", | |
| "ANKRD34C", | |
| "SBDSP1", | |
| "CYP4F11", | |
| "HTR2C", | |
| "C4orf50", | |
| "ZNF497", | |
| "CCNE1", | |
| "TTTY8", | |
| "TLCD3B", | |
| "PAPSS1", | |
| "REDIC1", | |
| "PPP1R2C", | |
| "GTF2A1L", | |
| "SALL4", | |
| "LNP1", | |
| "TCEAL6", | |
| "ERC2-IT1", | |
| "IL2", | |
| "UPP2", | |
| "CA10", | |
| "KRTAP7-1", | |
| "NEUROD4", | |
| "CRBN", | |
| "CCDC70", | |
| "TASP1", | |
| "POU3F2", | |
| "TBC1D29P", | |
| "SART3", | |
| "IQCF2", | |
| "NAP1L6P", | |
| "TSPY1", | |
| "SERPINB11", | |
| "CETN1", | |
| "RAX", | |
| "NCAN", | |
| "BPIFC", | |
| "IFNL1", | |
| "SBK2", | |
| "NMNAT1", | |
| "MCM3", | |
| "H4C11", | |
| "FERD3L", | |
| "H4C6", | |
| "OR7D2", | |
| "FAM106A", | |
| "H4C3", | |
| "DAD1P1", | |
| "C17orf78", | |
| "KRT84", | |
| "LOC284788", | |
| "FAM181A", | |
| "H2BC10", | |
| "UNC119B", | |
| "PRSS33", | |
| "PDHA2", | |
| "KRTAP10-9", | |
| "KREMEN2", | |
| "TSHR", | |
| "SLC28A2", | |
| "DEFB136", | |
| "MTMR7", | |
| "CYP8B1", | |
| "TBC1D3P2", | |
| "RBM23", | |
| "GTSE1-DT", | |
| "ADAMTS20", | |
| "AP3S2", | |
| "NBPF22P", | |
| "ALPG", | |
| "TCHHL1", | |
| "SERPINE3", | |
| "PSG8", | |
| "SLC2A12", | |
| "GSTT2", | |
| "CNGA3", | |
| "ADCYAP1", | |
| "VSX2", | |
| "PRAMEF4", | |
| "TPM4", | |
| "IFNK", | |
| "LRP2", | |
| "ARL11", | |
| "SPANXN2", | |
| "ALPP", | |
| "GGT8P", | |
| "HTN3", | |
| "ZNF727", | |
| "CIAO1", | |
| "GGT7", | |
| "NYAP2", | |
| "H2BC1", | |
| "EIF4A2", | |
| "CCL15", | |
| "PRAMEF17", | |
| "HSD3B1", | |
| "KRTAP5-11", | |
| "NIPA2", | |
| "LCE6A", | |
| "RPA1", | |
| "TFAMP1", | |
| "DNAI7", | |
| "HYKK", | |
| "RLN3", | |
| "RAET1L", | |
| "ZMYND12", | |
| "TBC1D22B", | |
| "ESPNL", | |
| "MYO3B", | |
| "SLC7A5P1", | |
| "ZIC4", | |
| "SNORA68", | |
| "TEX36", | |
| "HCRT", | |
| "GNAT2", | |
| "OCM2", | |
| "PDILT", | |
| "KHDRBS2", | |
| "PLAGL2", | |
| "FAM170B", | |
| "OR2M3", | |
| "CRYAA", | |
| "PPP1R3B", | |
| "TDRD3", | |
| "RNF151", | |
| "CD300LD", | |
| "OR51B5", | |
| "OR5J2", | |
| "CPA4", | |
| "TYRO3", | |
| "AIPL1", | |
| "H3C8", | |
| "KIR3DX1", | |
| "WDR64", | |
| "C1orf141", | |
| "CRLF2", | |
| "SCRT2", | |
| "NXPH2", | |
| "GBE1", | |
| "FAM181A-AS1", | |
| "NCOR1P1", | |
| "NEUROD2", | |
| "SNORA29", | |
| "EQTN", | |
| "LOC100192426", | |
| "OR51A4", | |
| "SLC35G6", | |
| "CTAG2", | |
| "CDX2", | |
| "SNORA38B", | |
| "IRGC", | |
| "PRKRA", | |
| "LELP1", | |
| "AQP7P3", | |
| "OR10T2", | |
| "LINC00479", | |
| "KCNQ2", | |
| "IL36B", | |
| "MINPP1", | |
| "SCGB3A2", | |
| "TMEM215", | |
| "HAO2", | |
| "P2RX5", | |
| "PASD1", | |
| "CHST14", | |
| "ADCYAP1R1", | |
| "KHDC1L", | |
| "KRTAP10-11", | |
| "LINC00029", | |
| "GYPE", | |
| "PLET1", | |
| "SYNGR4", | |
| "TOB1", | |
| "SPAG6", | |
| "SPTB", | |
| "ACSM6", | |
| "INSL6", | |
| "S100A5", | |
| "CALHM1", | |
| "MAGEA12", | |
| "IDO2", | |
| "DSPP", | |
| "DHH", | |
| "TSPY2", | |
| "BPESC1", | |
| "PPAN-P2RY11", | |
| "NIBAN2", | |
| "WHAMM", | |
| "CCDC116", | |
| "OR56A5", | |
| "SLC39A12", | |
| "NSG2", | |
| "ZNF326", | |
| "HCCAT5", | |
| "NOX3", | |
| "NUP210L", | |
| "HDX", | |
| "OR52H1", | |
| "OR10A5", | |
| "NAALAD2", | |
| "IL36RN", | |
| "ARL17B", | |
| "CACNG3", | |
| "MERTK", | |
| "SOX3", | |
| "FAM209B", | |
| "OR2B11", | |
| "OR1B1", | |
| "KRT37", | |
| "PSORS1C1", | |
| "TEX13B", | |
| "GRXCR2", | |
| "KRT38", | |
| "TUBB8", | |
| "COA1", | |
| "SCARNA18", | |
| "COPS3", | |
| "OR2F1", | |
| "GLT1D1", | |
| "OR2AG1", | |
| "UCA1", | |
| "POLR2J2", | |
| "PRAP1", | |
| "IGLL3P", | |
| "OR5B17", | |
| "NEUROG1", | |
| "FAM174A", | |
| "TREML5P", | |
| "TSSK2", | |
| "VTRNA1-1", | |
| "GAGE2E", | |
| "FAM27E5", | |
| "STON1-GTF2A1L", | |
| "DEFB106A", | |
| "DEFB121", | |
| "KRTAP19-2", | |
| "LCE2D", | |
| "TTTY17A", | |
| "KRTAP19-4", | |
| "OR5H15", | |
| "LCE3B", | |
| "KRTAP20-3", | |
| "TTTY17B" | |
| ], | |
| "Coefficient": [ | |
| -2.9991226900267574, | |
| -2.812753010151448, | |
| 2.4685514990959545, | |
| -2.399193589610648, | |
| -2.158011711543224, | |
| 2.1440193995305785, | |
| -1.9348274080795307, | |
| 1.724021499486996, | |
| -1.6627484055530792, | |
| -1.588905015531489, | |
| 1.573476929770032, | |
| 1.5486897349470927, | |
| 1.529991218131136, | |
| -1.478304674142603, | |
| 1.4694087884626001, | |
| -1.4654398116204999, | |
| 1.452722228553954, | |
| -1.4296916562832516, | |
| 1.3736247726699142, | |
| -1.3453517327197815, | |
| 1.3352829926779988, | |
| 1.3212638141254471, | |
| 1.313326545135596, | |
| 1.298227158617305, | |
| 1.2228075386609436, | |
| -1.21813740281652, | |
| 1.172597582817923, | |
| 1.1674428608600123, | |
| -1.1670790812924723, | |
| 1.1643371630543407, | |
| 1.1600567065908414, | |
| -1.1384680983581152, | |
| -1.1372437170546108, | |
| -1.130349085874114, | |
| 1.0818094799440412, | |
| -1.0711759899947753, | |
| -1.0698684260168518, | |
| -1.052312912876765, | |
| -1.0453188196614955, | |
| 1.0414379285330544, | |
| 1.0376053251187425, | |
| -1.0318383520465009, | |
| -1.0031768794331664, | |
| -0.9882721033042267, | |
| 0.9780673567609656, | |
| -0.9768869480438136, | |
| 0.9363614663004124, | |
| -0.9072273957499133, | |
| 0.9006824090677087, | |
| 0.8978488171136437, | |
| 0.8972499004148212, | |
| 0.8918365875558633, | |
| 0.8639348606534959, | |
| -0.8625314826132315, | |
| -0.8604121355262223, | |
| 0.8489451176993855, | |
| -0.828755058237232, | |
| -0.824736869852132, | |
| 0.812793864639829, | |
| -0.8045360952831212, | |
| 0.7996310850105534, | |
| 0.783198834731331, | |
| 0.7780508032022648, | |
| -0.7775397900313129, | |
| 0.7740489270202868, | |
| 0.7719123616132413, | |
| -0.7706555457256593, | |
| -0.7661606895517978, | |
| 0.7625520971186651, | |
| -0.7522231035306306, | |
| -0.7508988892676685, | |
| -0.7451770620721255, | |
| -0.7424480203167605, | |
| 0.7408097244668019, | |
| 0.7307995475429824, | |
| 0.721570804201254, | |
| 0.7200409040012987, | |
| -0.7073938208651277, | |
| 0.7070769064283993, | |
| 0.6995912607461068, | |
| 0.6988646259945643, | |
| -0.6913415916626818, | |
| 0.6845964138040125, | |
| -0.6753177849629379, | |
| 0.6745056807013362, | |
| -0.6725800542063508, | |
| 0.6706594062756743, | |
| -0.6698897599039688, | |
| 0.6674547728406771, | |
| -0.6659621344748781, | |
| -0.6647717650659175, | |
| 0.6516047462844782, | |
| -0.6441869800181579, | |
| -0.6418352537902431, | |
| 0.6391092257985175, | |
| -0.6231441314007506, | |
| 0.6226654486205349, | |
| -0.611264827111866, | |
| -0.6057692771022496, | |
| 0.6025887005701577, | |
| -0.5987241709785438, | |
| -0.5963767377045962, | |
| -0.595598089627214, | |
| 0.5942241834159494, | |
| 0.5881294083853826, | |
| 0.5766783483021913, | |
| -0.5730438696268458, | |
| -0.5714913925087329, | |
| -0.5681210773222198, | |
| -0.5637120520245411, | |
| -0.5571630488951756, | |
| 0.5545851856123041, | |
| -0.5506946125732876, | |
| -0.5480568688487985, | |
| -0.5456025902674825, | |
| 0.5435108887120107, | |
| -0.538079557390895, | |
| -0.5374878742259356, | |
| 0.5372983569203237, | |
| 0.5369250668530905, | |
| -0.5349266784412157, | |
| -0.5336873707286096, | |
| -0.5291995625120269, | |
| -0.5242453082702851, | |
| 0.5236861911061973, | |
| 0.5219783738756777, | |
| 0.5219308324279114, | |
| -0.5023401812774656, | |
| 0.5016202051425923, | |
| -0.5012011968061526, | |
| 0.5007995027691429, | |
| 0.5007387588589693, | |
| -0.4998792128711281, | |
| 0.49739956829428206, | |
| -0.4930428154267422, | |
| 0.4918751200755528, | |
| 0.4901704325396707, | |
| -0.48862228356574594, | |
| 0.4768429440689298, | |
| -0.47658887858810567, | |
| 0.4719307125270146, | |
| -0.45807173728598705, | |
| -0.45667952670153295, | |
| -0.4519670972902887, | |
| 0.4480539922918069, | |
| 0.4458464182121076, | |
| -0.4437652650782377, | |
| 0.4410675631206533, | |
| 0.4385257953355926, | |
| -0.43695046682284105, | |
| 0.4362625113575936, | |
| 0.4331591657704557, | |
| -0.4241077153618767, | |
| -0.42122258764350773, | |
| -0.419079987679062, | |
| -0.41828881882109126, | |
| 0.4164954783399553, | |
| 0.4115180744284738, | |
| 0.4111503002929528, | |
| 0.40221964176317143, | |
| 0.40115422000999784, | |
| -0.39590543683912954, | |
| -0.3923904530321192, | |
| -0.3843605231018126, | |
| -0.37982483513314985, | |
| 0.3797345018872435, | |
| 0.3766486882715982, | |
| -0.37316959495303076, | |
| 0.3724915531747409, | |
| 0.36963043831566395, | |
| 0.3638930599699376, | |
| -0.3594422139808894, | |
| 0.3579569530809154, | |
| 0.3569356901696315, | |
| -0.35542091099735634, | |
| 0.3435346792780563, | |
| 0.3398725683200308, | |
| 0.33816819008757587, | |
| -0.3286109040910617, | |
| 0.3283026477234753, | |
| 0.3248835797798181, | |
| -0.3237282319068591, | |
| 0.3226959529067575, | |
| 0.32174051895598504, | |
| 0.3212455172402098, | |
| 0.3210203732696439, | |
| -0.3187443734176292, | |
| -0.31786338092693855, | |
| -0.31510393516416785, | |
| -0.31333013516127856, | |
| 0.3099518792981239, | |
| 0.3092192358148767, | |
| -0.30920265554272125, | |
| 0.3091641219505893, | |
| -0.30445262495089986, | |
| -0.3041618713792851, | |
| 0.30342446809979867, | |
| -0.3030466912843862, | |
| -0.29967919188481396, | |
| -0.29862547206099876, | |
| 0.29211017231571307, | |
| -0.28720642400788066, | |
| 0.2812304839957774, | |
| 0.28100469887499213, | |
| -0.27874436656139473, | |
| 0.27600892565003815, | |
| 0.275652521905619, | |
| -0.27237868710360286, | |
| -0.27181456523817793, | |
| 0.26799506444236365, | |
| -0.26770022759311624, | |
| 0.2676507643624592, | |
| 0.26109578382029863, | |
| 0.25750056730624804, | |
| 0.25592772852873635, | |
| -0.2544102203073827, | |
| 0.2529279606069706, | |
| -0.2512896112431337, | |
| 0.24764685727171568, | |
| 0.2470238954298519, | |
| -0.2455153162623034, | |
| 0.24326162144797545, | |
| -0.2394682804774676, | |
| 0.23591181142865622, | |
| -0.23422630500380712, | |
| 0.22524072960957228, | |
| 0.2214628748019432, | |
| -0.21926672963469634, | |
| -0.21724507380481523, | |
| 0.21678251413989605, | |
| -0.2164299939180253, | |
| 0.21603896721011695, | |
| 0.20638531651561934, | |
| 0.20570390169274466, | |
| 0.2030110877717735, | |
| 0.20218928482857884, | |
| 0.2010275764623181, | |
| 0.20084091197322237, | |
| -0.19947631490833434, | |
| -0.19924732332809916, | |
| 0.19848386948430174, | |
| 0.19457212634194324, | |
| -0.19442549664333444, | |
| -0.19249458715280196, | |
| -0.18933900839222242, | |
| -0.18637097731089608, | |
| 0.18418134340573553, | |
| 0.1835600547653639, | |
| -0.18317991258654615, | |
| -0.18274186493740277, | |
| -0.18009894143321772, | |
| -0.17930188653589602, | |
| 0.17382427617600332, | |
| 0.17283400521495812, | |
| 0.17031742021765653, | |
| 0.1691090529180442, | |
| -0.16591039757148512, | |
| 0.16560716648285204, | |
| 0.16550233463250824, | |
| -0.16211634208151887, | |
| 0.16066704247572985, | |
| -0.15866780479566003, | |
| 0.15851833667454698, | |
| 0.1563231934269015, | |
| 0.15155416549697745, | |
| 0.1504339645802083, | |
| 0.15013579950581415, | |
| 0.1495027076393008, | |
| -0.14919090105995117, | |
| 0.14815674691242728, | |
| -0.14114051241074455, | |
| -0.13900823590756367, | |
| -0.13874685565579162, | |
| 0.13691989120829384, | |
| -0.13352286538793143, | |
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| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.54545454545453, | |
| "precision": 90.54545454545453, | |
| "recall": 100.0, | |
| "f1": 95.02796661784835 | |
| }, | |
| "selection": { | |
| "precision": 0.6177172175263301, | |
| "recall": 1.0778443113772456, | |
| "f1": 0.7848145792798908, | |
| "jaccard": 0.39418940684640036 | |
| } | |
| } | |
| } |