| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CT47A1", | |
| "COX7A2L", | |
| "ZNF410", | |
| "OR1Q1", | |
| "HYAL6P", | |
| "AASS", | |
| "GTPBP10", | |
| "LNP1", | |
| "ZNF578", | |
| "MMP7", | |
| "TSPY1", | |
| "ZNF878", | |
| "SPANXA2", | |
| "OOSP2", | |
| "TCERG1L", | |
| "HOXC11", | |
| "RPL23AP7", | |
| "GOLGA8DP", | |
| "CHRNB1", | |
| "ANGPTL7", | |
| "A4GNT", | |
| "C10orf62", | |
| "GABRR3", | |
| "OR51L1", | |
| "FBLN7", | |
| "MAGEA12", | |
| "WBP2NL", | |
| "H1-9P", | |
| "FKSG29", | |
| "TSPAN10", | |
| "PLAGL1", | |
| "NFIB", | |
| "ALX1", | |
| "SAFB", | |
| "PRSS45P", | |
| "ADGRA1", | |
| "TAAR8", | |
| "H2AC1", | |
| "KLK8", | |
| "OARD1", | |
| "AVP", | |
| "HCN1", | |
| "OR1L8", | |
| "LCE1C", | |
| "MUC7", | |
| "GRAPL", | |
| "TMCO2", | |
| "C4orf50", | |
| "HBE1", | |
| "GLT6D1", | |
| "OPN4", | |
| "MTMR7", | |
| "CFHR4", | |
| "SERPINB10", | |
| "OR2T27", | |
| "LELP1", | |
| "HSP90AB1", | |
| "LRIT1", | |
| "PRAMEF4", | |
| "NETO1", | |
| "TRIM51", | |
| "CNPY1", | |
| "FERD3L", | |
| "SLC35G6", | |
| "ALLC", | |
| "C17orf78", | |
| "UNC119B", | |
| "GLIPR1L2", | |
| "HMGA2", | |
| "NPAP1", | |
| "IL2", | |
| "SPAG11A", | |
| "GLRA2", | |
| "SLCO6A1", | |
| "OR7D2", | |
| "CFAP54", | |
| "RRH", | |
| "GSTT4", | |
| "HSD3B1", | |
| "HTN3", | |
| "RPH3AL", | |
| "SLC7A5P1", | |
| "FAM106A", | |
| "OR2J2", | |
| "IRGC", | |
| "PDYN", | |
| "CRLF2", | |
| "OR52K2", | |
| "POU3F2", | |
| "RPL10", | |
| "SPATA8", | |
| "FAIM", | |
| "CPLX4", | |
| "GSTM1", | |
| "CD300LD", | |
| "NMNAT1", | |
| "HIGD2B", | |
| "DQX1", | |
| "SOHLH1", | |
| "SLC35F3", | |
| "APEX2", | |
| "METTL8", | |
| "HYKK", | |
| "LIPI", | |
| "INGX", | |
| "TBC1D3P2", | |
| "GTF2A1L", | |
| "ANKRD40CL", | |
| "OR52A1", | |
| "SBDSP1", | |
| "CTAG2", | |
| "SSX7", | |
| "HTR2C", | |
| "DEFB113", | |
| "PCDHGC5", | |
| "GTSE1-DT", | |
| "SYCP2", | |
| "ATXN3L", | |
| "LY6K", | |
| "RYBP", | |
| "IFNL1", | |
| "PTENP1", | |
| "SLC10A2", | |
| "SLC30A3", | |
| "KCNQ1DN", | |
| "FGF7P6", | |
| "SAP30", | |
| "TTTY8", | |
| "NIPA2", | |
| "HOXA3", | |
| "FAM181A", | |
| "KIR3DX1", | |
| "LOC284009", | |
| "TXNIP", | |
| "KRTAP10-11", | |
| "SART3", | |
| "ZNF90", | |
| "HEMGN", | |
| "TERB1", | |
| "CREG2", | |
| "H4C6", | |
| "CASP12", | |
| "FOXD4L3", | |
| "UMOD", | |
| "KRTAP7-1", | |
| "OR51F1", | |
| "WDR64", | |
| "TLX1", | |
| "REG1B", | |
| "NSG2", | |
| "TOB1", | |
| "TICAM2", | |
| "GGT8P", | |
| "LINC00518", | |
| "CYP4F11", | |
| "WHAMM", | |
| "GSTT2", | |
| "PPP1R3B", | |
| "MYO3B", | |
| "ANKRD34C", | |
| "CFAP74", | |
| "HK2", | |
| "RBM44", | |
| "NEUROD2", | |
| "IFNA4", | |
| "KIF2B", | |
| "HAO2", | |
| "IFNK", | |
| "KLHDC8A", | |
| "TMEM88B", | |
| "P2RX5", | |
| "OR7C2", | |
| "MIR9-1HG", | |
| "PAGE5", | |
| "KRT37", | |
| "PDHA2", | |
| "SCARNA10", | |
| "NCOR1P1", | |
| "CEP43", | |
| "PLET1", | |
| "PPP1R2C", | |
| "SNORA79", | |
| "SNORA70B", | |
| "OR2B11", | |
| "KRT38", | |
| "BPIFC", | |
| "TEX13B", | |
| "CHKA", | |
| "RETN", | |
| "UPP2", | |
| "TDRD3", | |
| "HTR5A", | |
| "DHH", | |
| "DLGAP1", | |
| "DEFB103B", | |
| "IL1RAPL1", | |
| "C1QTNF3", | |
| "MSX2P1", | |
| "KREMEN2", | |
| "PLAGL2", | |
| "GLT1D1", | |
| "LRP2", | |
| "SCEL", | |
| "IL36B", | |
| "OR2M4", | |
| "CDH6", | |
| "BAGE", | |
| "ZCRB1", | |
| "TBPL1", | |
| "EIF4A2", | |
| "PCDHGA3", | |
| "TCHHL1", | |
| "SPANXB1", | |
| "FAM66C", | |
| "OR51A4", | |
| "SPANXN2", | |
| "LRRC4B", | |
| "GPR151", | |
| "SNORA38B", | |
| "CSAG1", | |
| "GJB6", | |
| "PTPRT", | |
| "SYNGR4", | |
| "SLC25A23", | |
| "PABPC1P2", | |
| "KRT33A", | |
| "UCP1", | |
| "OR13F1", | |
| "OPALIN", | |
| "CRH", | |
| "TDH", | |
| "RBMXL3", | |
| "PASD1", | |
| "RPS28", | |
| "FLG2", | |
| "PNPLA3", | |
| "RIMBP3C", | |
| "CST5", | |
| "KRTAP10-9", | |
| "LCE6A", | |
| "BEND2", | |
| "CCDC70", | |
| "PEBP4", | |
| "REDIC1", | |
| "C5AR2", | |
| "RIT2", | |
| "TBC1D28", | |
| "NYAP2", | |
| "CIAO1", | |
| "TCEAL6", | |
| "UCA1", | |
| "NAP1L6P", | |
| "PSORS1C1", | |
| "DAD1P1", | |
| "ADCYAP1", | |
| "PRSS33", | |
| "OR51F2", | |
| "F8A1", | |
| "ROBO2", | |
| "TLCD3B", | |
| "SSX1", | |
| "SLC39A12", | |
| "NEUROD4", | |
| "LAIR2", | |
| "CRBN", | |
| "USP17L6P", | |
| "LIN28B", | |
| "SALL4", | |
| "CDK11A", | |
| "AP3S2", | |
| "OR10T2", | |
| "OR2AK2", | |
| "TAS2R30", | |
| "CELA1", | |
| "ADAM20", | |
| "SPINK8", | |
| "TRIM41", | |
| "SPRR2B", | |
| "TMPRSS11A", | |
| "CRYAA", | |
| "COPS3", | |
| "SIX3", | |
| "SERPINB11", | |
| "CPOX", | |
| "ZNF764", | |
| "ERC2-IT1", | |
| "GPATCH1", | |
| "CLDN6", | |
| "RBM23", | |
| "PP2D1", | |
| "SPP1", | |
| "NCAN", | |
| "POLR2J2", | |
| "PLAT", | |
| "CCDC177", | |
| "RAX", | |
| "IQCF2", | |
| "KRTAP10-10", | |
| "ZNF727", | |
| "GOLGA8IP", | |
| "H3C6", | |
| "MIXL1", | |
| "CCNE1", | |
| "ZSCAN31", | |
| "GATA1", | |
| "FAM181A-AS1", | |
| "H3C4", | |
| "ROS1", | |
| "GBE1", | |
| "SLC5A12", | |
| "GNG3", | |
| "CHMP1B", | |
| "CNGA2", | |
| "ARL11", | |
| "OR56A5", | |
| "CPA4", | |
| "TFAMP1", | |
| "H3C8", | |
| "SUPT20HL1", | |
| "ZIC4", | |
| "KRTAP4-1", | |
| "OXT", | |
| "ESPNL", | |
| "OR2AG1", | |
| "SLC25A51", | |
| "KRTAP5-11", | |
| "OR6N2", | |
| "SEC14L4", | |
| "TSSK2", | |
| "PRDM14", | |
| "S100A5", | |
| "ADCYAP1R1", | |
| "TREML5P", | |
| "OR5B17", | |
| "GAGE2E", | |
| "SPAG6", | |
| "DEFB106A", | |
| "KRTAP19-2", | |
| "CNGA3", | |
| "PRR20A", | |
| "FAM27E5", | |
| "CCL15", | |
| "RBMY1B", | |
| "TTTY17A", | |
| "RBMY1F", | |
| "OR5H15", | |
| "KRTAP19-4", | |
| "KRTAP20-3", | |
| "KRTAP22-1", | |
| "TTTY17B", | |
| "PRR20B", | |
| "TTTY19" | |
| ], | |
| "Coefficient": [ | |
| -3.6030698578437077, | |
| 2.6861601605959855, | |
| -2.1971532230022235, | |
| -2.115906595009369, | |
| 2.0952780214433107, | |
| -1.9972308950250433, | |
| -1.8423514253559885, | |
| 1.8162686477911136, | |
| 1.7890544019561103, | |
| 1.767450804563709, | |
| 1.7325440476422367, | |
| -1.6770804861345132, | |
| -1.6447094584202535, | |
| -1.622102685952097, | |
| 1.6214719765026704, | |
| 1.6001333776603917, | |
| 1.5502841099438696, | |
| 1.5331104284946158, | |
| 1.5268968616246084, | |
| -1.5004062614792422, | |
| 1.464781635098324, | |
| -1.436939729996741, | |
| -1.3886015586708518, | |
| 1.3597622127345173, | |
| -1.2770768501440866, | |
| 1.2702468697403964, | |
| -1.252127639010323, | |
| 1.2508988840568565, | |
| -1.2266387341366234, | |
| 1.2164411701785616, | |
| 1.211032494831873, | |
| 1.2071380696815244, | |
| 1.199593150275191, | |
| 1.197954620525768, | |
| -1.1961869850641353, | |
| -1.1960041382342268, | |
| 1.1881948870716053, | |
| 1.1877098419898349, | |
| -1.1591927546920497, | |
| 1.158948867766446, | |
| 1.1518202111495133, | |
| -1.1374253514517108, | |
| -1.112719779825948, | |
| 1.1125171872904485, | |
| -1.0796931927585958, | |
| 1.0564607253007787, | |
| -1.0553552485898583, | |
| 1.0510749473323606, | |
| 1.0327833010778924, | |
| 1.026710724147035, | |
| 1.0134293484723462, | |
| -1.0075066509030506, | |
| 1.0026389452160938, | |
| -0.9977961176775596, | |
| -0.9671350165098493, | |
| -0.9574010040998081, | |
| 0.9523083905322739, | |
| -0.9514364752240413, | |
| -0.9484443095703778, | |
| -0.9470490627948566, | |
| -0.9396070269692366, | |
| -0.9333919492880751, | |
| -0.9275408817781504, | |
| 0.9268467896778176, | |
| -0.9146466143962086, | |
| 0.8856732502665299, | |
| 0.8796893340364064, | |
| 0.8691960496137243, | |
| -0.86757254755816, | |
| -0.8541005996146354, | |
| 0.8432498770462196, | |
| 0.8273559022262041, | |
| -0.823251263484697, | |
| -0.8207102396478063, | |
| -0.8195187057724064, | |
| 0.8158836773777222, | |
| 0.8135573066388505, | |
| 0.8089301341805762, | |
| -0.8069511100013017, | |
| 0.8032800273931504, | |
| 0.7979115610886329, | |
| 0.7881339026829687, | |
| 0.7879929761283564, | |
| -0.7869202497088176, | |
| -0.7843693240476172, | |
| 0.781249315416541, | |
| 0.7778363170270953, | |
| 0.7742835933298532, | |
| -0.7725877690107813, | |
| 0.7702751251075466, | |
| -0.7674521815031266, | |
| 0.7618473170424661, | |
| 0.7571580531628928, | |
| -0.7521791188042847, | |
| -0.7444025277398097, | |
| 0.7405493278062988, | |
| -0.7298450665572027, | |
| -0.7240894818819315, | |
| 0.7209284336495189, | |
| 0.7194010948918443, | |
| 0.6924252160629896, | |
| -0.692221568013086, | |
| -0.687893606247255, | |
| -0.6861348087176584, | |
| -0.6817899515927183, | |
| 0.6771333874914287, | |
| 0.6717463262883691, | |
| -0.6617814237532825, | |
| 0.6616183132200232, | |
| -0.6435876257948472, | |
| 0.6355126868508223, | |
| -0.6311081336911405, | |
| 0.6158704511785547, | |
| 0.6139186524352175, | |
| -0.6139027835755116, | |
| 0.61315630233715, | |
| -0.6085569397988462, | |
| 0.6072823425174538, | |
| 0.6037359633139355, | |
| 0.599828895767143, | |
| 0.5997343544281704, | |
| -0.5881908777691465, | |
| -0.5621160336222196, | |
| -0.561717897690239, | |
| -0.5594804351806821, | |
| -0.5550566442045795, | |
| 0.5498332117651009, | |
| 0.5429430570553343, | |
| -0.5376518050792445, | |
| 0.5369085265458872, | |
| -0.5303396600255702, | |
| 0.526168708268537, | |
| -0.5178041771756593, | |
| 0.5117643087490834, | |
| 0.5094664516660442, | |
| 0.5018735689575582, | |
| -0.4999989713775734, | |
| -0.49740468160881274, | |
| -0.4943788706969578, | |
| -0.4938578828306713, | |
| -0.49022680550641057, | |
| 0.4873093896506594, | |
| -0.4827145604244563, | |
| 0.4820376646903877, | |
| -0.48168783305477286, | |
| 0.48066090592971206, | |
| 0.47795499889993254, | |
| -0.47643911036547576, | |
| -0.4633079422190193, | |
| -0.46291637940534175, | |
| 0.45906277670925, | |
| 0.457033329519607, | |
| 0.45438042429744185, | |
| 0.4531798046557733, | |
| -0.4483181692047406, | |
| 0.4328709086775684, | |
| -0.4298464930361906, | |
| -0.4292473924714853, | |
| -0.42887021696681676, | |
| -0.4279860314430095, | |
| 0.42104910498318154, | |
| -0.41868132105024203, | |
| 0.40679321290943, | |
| -0.4003745481251148, | |
| 0.40004575958719013, | |
| 0.39470640677908464, | |
| -0.39414024758471283, | |
| 0.38935167539213567, | |
| -0.3834940708634662, | |
| -0.3729847708850841, | |
| -0.3722377586490658, | |
| -0.3649027418811758, | |
| -0.3622677079344035, | |
| 0.36197877218635804, | |
| 0.35679520861334796, | |
| 0.3551905902847634, | |
| 0.3547983968330934, | |
| 0.35315578349835625, | |
| 0.3519392197966948, | |
| -0.35025412647839355, | |
| -0.3475345534531204, | |
| -0.3442380473541065, | |
| 0.34242765266332786, | |
| -0.34003583169446244, | |
| 0.33839413968511783, | |
| 0.3364097070038635, | |
| -0.3349078509118601, | |
| 0.3131595283225492, | |
| -0.3130609036108383, | |
| -0.30770735101016516, | |
| -0.3059859900120164, | |
| -0.30340311606230247, | |
| 0.3032201820727811, | |
| 0.2971634089688774, | |
| 0.2968259025814989, | |
| -0.2946367024830583, | |
| -0.2943565438536696, | |
| -0.2928000435479334, | |
| 0.2846575315018081, | |
| -0.28351523035486825, | |
| -0.281682881299621, | |
| -0.28055214424733727, | |
| -0.2730379497044581, | |
| 0.2720468674251262, | |
| -0.2707192490485401, | |
| 0.2706475007241861, | |
| 0.2690740514350214, | |
| -0.26693025842337464, | |
| 0.26488906605392143, | |
| 0.26421708602933436, | |
| -0.26377439916746676, | |
| 0.2611474483230132, | |
| -0.2604461053619079, | |
| -0.2524221874680126, | |
| 0.2500286190031986, | |
| 0.24879637231125898, | |
| 0.2485614721347051, | |
| -0.24618672745396944, | |
| 0.24609994254812212, | |
| 0.24502841754794455, | |
| -0.2418818213178716, | |
| 0.23196543415480494, | |
| 0.22698656386773833, | |
| -0.22147804910188204, | |
| 0.21763701746726957, | |
| -0.2172711819514126, | |
| 0.21706136348987165, | |
| 0.2164071426407948, | |
| -0.21409953115311953, | |
| 0.21282319499517735, | |
| -0.20947772897030634, | |
| 0.20685442376506713, | |
| -0.20651922006119944, | |
| 0.20626234708274369, | |
| 0.20418215192362088, | |
| -0.20377250826889148, | |
| 0.20119555041986326, | |
| -0.19837839883052713, | |
| 0.19424386726178314, | |
| 0.19061813681004064, | |
| -0.18894529550627798, | |
| 0.18198053704584008, | |
| -0.1794040883908758, | |
| 0.17892788660576395, | |
| -0.17835263288763303, | |
| 0.17095837078843673, | |
| 0.1694796566727104, | |
| -0.1690815964247078, | |
| -0.1685627835625962, | |
| 0.1654418777845917, | |
| 0.16528691085063998, | |
| 0.16415434503858314, | |
| -0.15944854837364664, | |
| -0.15882540817730356, | |
| 0.15617933203650114, | |
| -0.15526806628017692, | |
| 0.15500500674474632, | |
| 0.15445012507854272, | |
| -0.1531464807095624, | |
| -0.15254244102037276, | |
| 0.1466109220551163, | |
| 0.14652263018575987, | |
| -0.14425355718084057, | |
| -0.1442432980809824, | |
| -0.14254382548541017, | |
| 0.14038443492603467, | |
| -0.1355125079594009, | |
| -0.13404062032762543, | |
| 0.133311303007026, | |
| -0.13182019314665705, | |
| -0.13112551761601385, | |
| -0.12821619594008313, | |
| -0.12678226561250322, | |
| -0.12371546139769135, | |
| 0.11793312485604747, | |
| -0.11241959027919259, | |
| 0.11173519660672145, | |
| -0.10959924503980417, | |
| 0.10865893313247592, | |
| 0.10828281728796285, | |
| -0.10720896582117381, | |
| 0.10623728235769789, | |
| -0.10567122699316403, | |
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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": 0.613360635365204, | |
| "recall": 1.0778443113772456, | |
| "f1": 0.7816948365066994, | |
| "jaccard": 0.39304895822284636 | |
| } | |
| } | |
| } |