| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CT47A1", | |
| "COX7A2L", | |
| "ZNF410", | |
| "HYAL6P", | |
| "OR1Q1", | |
| "GTPBP10", | |
| "AASS", | |
| "ZNF878", | |
| "LNP1", | |
| "ZNF578", | |
| "CHRNB1", | |
| "GOLGA8DP", | |
| "SAFB", | |
| "TCERG1L", | |
| "OOSP2", | |
| "MMP7", | |
| "HOXC11", | |
| "WBP2NL", | |
| "TSPY1", | |
| "ANGPTL7", | |
| "SPANXA2", | |
| "RPL23AP7", | |
| "A4GNT", | |
| "C10orf62", | |
| "MAGEA12", | |
| "ALX1", | |
| "OR51L1", | |
| "FKSG29", | |
| "H1-9P", | |
| "GABRR3", | |
| "OARD1", | |
| "H2AC1", | |
| "ADGRA1", | |
| "TSPAN10", | |
| "LCE1C", | |
| "TMCO2", | |
| "HBE1", | |
| "UNC119B", | |
| "FBLN7", | |
| "HMGA2", | |
| "HCN1", | |
| "AVP", | |
| "NFIB", | |
| "C4orf50", | |
| "GRAPL", | |
| "CNPY1", | |
| "SLCO6A1", | |
| "LELP1", | |
| "TAAR8", | |
| "OR1L8", | |
| "NETO1", | |
| "MUC7", | |
| "KLK8", | |
| "CFAP54", | |
| "OPN4", | |
| "FAM106A", | |
| "SLC7A5P1", | |
| "PRSS45P", | |
| "GTSE1-DT", | |
| "SERPINB10", | |
| "OR2T27", | |
| "RPL10", | |
| "ALLC", | |
| "GLT6D1", | |
| "APEX2", | |
| "C17orf78", | |
| "LRIT1", | |
| "IL2", | |
| "OR2J2", | |
| "FERD3L", | |
| "SLC35G6", | |
| "OR7D2", | |
| "NMNAT1", | |
| "RRH", | |
| "GSTT4", | |
| "HTN3", | |
| "PRAMEF4", | |
| "CFHR4", | |
| "SOHLH1", | |
| "OR52A1", | |
| "CD300LD", | |
| "SLC30A3", | |
| "IRGC", | |
| "MTMR7", | |
| "HSD3B1", | |
| "GTF2A1L", | |
| "ANKRD40CL", | |
| "GLIPR1L2", | |
| "ATXN3L", | |
| "NPAP1", | |
| "PDYN", | |
| "CTAG2", | |
| "SLC35F3", | |
| "CPLX4", | |
| "LY6K", | |
| "HTR2C", | |
| "PLAGL1", | |
| "PCDHGC5", | |
| "POU3F2", | |
| "TRIM51", | |
| "SPAG11A", | |
| "INGX", | |
| "NIPA2", | |
| "LIPI", | |
| "OR52K2", | |
| "TXNIP", | |
| "HYKK", | |
| "TDRD3", | |
| "HSP90AB1", | |
| "CRLF2", | |
| "FAIM", | |
| "HIGD2B", | |
| "GSTM1", | |
| "IFNL1", | |
| "SPATA8", | |
| "HK2", | |
| "REG1B", | |
| "KCNQ1DN", | |
| "ARL11", | |
| "SSX7", | |
| "UMOD", | |
| "LOC284009", | |
| "MIR9-1HG", | |
| "TBC1D3P2", | |
| "LINC00518", | |
| "DQX1", | |
| "SBDSP1", | |
| "ANKRD34C", | |
| "H4C6", | |
| "KRTAP10-11", | |
| "GLRA2", | |
| "CYP4F11", | |
| "DEFB113", | |
| "PTENP1", | |
| "GGT8P", | |
| "RYBP", | |
| "CIAO1", | |
| "TTTY8", | |
| "TERB1", | |
| "METTL8", | |
| "TLX1", | |
| "TOB1", | |
| "SLC10A2", | |
| "KIF2B", | |
| "CFAP74", | |
| "HEMGN", | |
| "KIR3DX1", | |
| "SYNGR4", | |
| "DLGAP1", | |
| "WHAMM", | |
| "RPH3AL", | |
| "CASP12", | |
| "DEFB103B", | |
| "PASD1", | |
| "TCHHL1", | |
| "FGF7P6", | |
| "BAGE", | |
| "SCARNA10", | |
| "CDH6", | |
| "HAO2", | |
| "FOXD4L3", | |
| "IL36B", | |
| "SYCP2", | |
| "OR2B11", | |
| "CREG2", | |
| "SNORA79", | |
| "IFNA4", | |
| "KRTAP7-1", | |
| "FAM181A", | |
| "SNORA70B", | |
| "WDR64", | |
| "SART3", | |
| "MYO3B", | |
| "OR51F1", | |
| "TEX13B", | |
| "GSTT2", | |
| "RETN", | |
| "OR13F1", | |
| "BPIFC", | |
| "TICAM2", | |
| "GPR151", | |
| "SAP30", | |
| "SPANXN2", | |
| "ZNF90", | |
| "KRT38", | |
| "BEND2", | |
| "HTR5A", | |
| "P2RX5", | |
| "GATA1", | |
| "NSG2", | |
| "RBM44", | |
| "CRBN", | |
| "DHH", | |
| "HOXA3", | |
| "TMEM88B", | |
| "LRP2", | |
| "PLET1", | |
| "KLHDC8A", | |
| "TMEM242", | |
| "SCEL", | |
| "NEUROD2", | |
| "PPP1R3B", | |
| "TBPL1", | |
| "IL1RAPL1", | |
| "IFNK", | |
| "TCEAL6", | |
| "PDHA2", | |
| "NCOR1P1", | |
| "SLC39A12", | |
| "PAGE5", | |
| "NEUROD4", | |
| "PCDHGA3", | |
| "CDK11A", | |
| "TLCD3B", | |
| "MSX2P1", | |
| "ZNF764", | |
| "KRT37", | |
| "CSAG1", | |
| "CNGA3", | |
| "RIMBP3C", | |
| "NAP1L6P", | |
| "GOLGA8IP", | |
| "C1QTNF3", | |
| "RIT2", | |
| "USP17L6P", | |
| "TBC1D28", | |
| "PPP1R2C", | |
| "RAX", | |
| "OR2M4", | |
| "CCDC70", | |
| "OR7C2", | |
| "PEBP4", | |
| "KIR2DL3", | |
| "NCAN", | |
| "TAS2R30", | |
| "SPANXB1", | |
| "EIF4A2", | |
| "LRRC4B", | |
| "UCP1", | |
| "H3C4", | |
| "ZNF727", | |
| "KREMEN2", | |
| "KRT33A", | |
| "CCNE1", | |
| "SPRR2B", | |
| "GLRX2", | |
| "CST5", | |
| "SIX3", | |
| "FLG2", | |
| "LIN28B", | |
| "GSX2", | |
| "SNORA38B", | |
| "C1orf141", | |
| "CCL15", | |
| "AP3S2", | |
| "RPS28", | |
| "LAIR2", | |
| "GJB6", | |
| "SLC25A23", | |
| "SPP1", | |
| "ZSCAN31", | |
| "TDH", | |
| "GPATCH1", | |
| "LCE6A", | |
| "SMIM8", | |
| "REDIC1", | |
| "SPINK8", | |
| "RBM23", | |
| "OR2AK2", | |
| "ADAM20", | |
| "KRTAP5-11", | |
| "TRAK1", | |
| "PRSS33", | |
| "IL4", | |
| "OR51A4", | |
| "OR10T2", | |
| "MIXL1", | |
| "FAM170B", | |
| "NME7", | |
| "COPS3", | |
| "IQCF2", | |
| "RLN3", | |
| "CRH", | |
| "PTPRT", | |
| "ZCRB1", | |
| "PRL", | |
| "CRYAA", | |
| "TMPRSS11A", | |
| "KRTAP10-10", | |
| "PNPLA3", | |
| "ADCYAP1R1", | |
| "SUPT20HL1", | |
| "TTTY12", | |
| "UPP2", | |
| "ERC2-IT1", | |
| "KRTAP4-1", | |
| "H3C8", | |
| "OR51F2", | |
| "SPTB", | |
| "CELA1", | |
| "PLAT", | |
| "UCA1", | |
| "KHDC1L", | |
| "FAM181A-AS1", | |
| "KRTAP10-9", | |
| "TBC1D29P", | |
| "OPALIN", | |
| "RBMXL3", | |
| "PSG8", | |
| "PAGE2B", | |
| "PLAGL2", | |
| "CLDN6", | |
| "CCDC42", | |
| "FAM25G", | |
| "OR5B17", | |
| "HCRT", | |
| "TSSK2", | |
| "TREML5P", | |
| "PRDM14", | |
| "OR2AG1", | |
| "OXT", | |
| "GAGE2E", | |
| "OR6N2", | |
| "DEFB106A", | |
| "FAM27E5", | |
| "PRR20A", | |
| "SLC4A10", | |
| "RBMY1B", | |
| "SNAR-A13", | |
| "TTTY17A", | |
| "RBMY1F", | |
| "PRR20B", | |
| "CT47A10", | |
| "TTTY17B" | |
| ], | |
| "Coefficient": [ | |
| -3.549479487589417, | |
| 2.7347055690139417, | |
| -2.2216187181662552, | |
| 2.2145358037109313, | |
| -2.213828282925552, | |
| -2.1966194735656064, | |
| -2.1297053726838153, | |
| -1.8370348287588127, | |
| 1.816646891017221, | |
| 1.7945707470777614, | |
| 1.770578086357719, | |
| 1.693024375993581, | |
| 1.6806773100276178, | |
| 1.6552139540232216, | |
| -1.5648273772475971, | |
| 1.5514228803422347, | |
| 1.530073866691741, | |
| -1.4951354803406023, | |
| 1.4905866083707018, | |
| -1.4597821782410405, | |
| -1.456839288367457, | |
| 1.4171519342379033, | |
| 1.412842284694272, | |
| -1.4016987836615749, | |
| 1.390974875794109, | |
| 1.373624944719133, | |
| 1.3210354721113444, | |
| -1.3157255237888852, | |
| 1.2820206625480377, | |
| -1.2814316879366836, | |
| 1.270437139920539, | |
| 1.2683760244639368, | |
| -1.2600730470050592, | |
| 1.2028960254922019, | |
| 1.2008592799392015, | |
| -1.180174540455092, | |
| 1.166861002332575, | |
| 1.1563170682380033, | |
| -1.1466230681782452, | |
| -1.1248840722663211, | |
| -1.0928714718267696, | |
| 1.0908424470168696, | |
| 1.0868188838450268, | |
| 1.0661210442684455, | |
| 1.0536617762955887, | |
| -1.0501259336725943, | |
| -1.0223835712216442, | |
| -1.0178954986792106, | |
| 1.0164963494331685, | |
| -1.0072580659684893, | |
| -0.9925289225308214, | |
| -0.9921604321892916, | |
| -0.9904775225670026, | |
| 0.959972943954756, | |
| 0.9537000257536872, | |
| 0.937818731503042, | |
| 0.9367291394123789, | |
| -0.9251542772301112, | |
| 0.924681902671756, | |
| -0.9181426857067269, | |
| -0.9101217852720365, | |
| 0.9071711648376175, | |
| -0.9040943009991277, | |
| 0.8979852493227963, | |
| 0.896411842177797, | |
| 0.8927149602215347, | |
| -0.8827640175095144, | |
| 0.8759701770906694, | |
| -0.8747234015860361, | |
| -0.8669288970093103, | |
| 0.8640440970188626, | |
| -0.8435764814944644, | |
| 0.833615382999383, | |
| 0.8217174569621181, | |
| 0.8146012818160441, | |
| 0.814105755930618, | |
| -0.8049941153715292, | |
| 0.7968411520097654, | |
| 0.7964564313868673, | |
| 0.7911538678432427, | |
| -0.7814196127667643, | |
| -0.7785604373489492, | |
| -0.7724124014926936, | |
| -0.7691701915761188, | |
| -0.7654049530300558, | |
| 0.7653420078372921, | |
| -0.7652780339478144, | |
| 0.7587459603552128, | |
| 0.7561908741068264, | |
| -0.7531502615586425, | |
| 0.7517241012417623, | |
| 0.735786504956583, | |
| 0.716255481297311, | |
| 0.7075866257076583, | |
| 0.7062572150923626, | |
| 0.7035598956082276, | |
| 0.6961542701224548, | |
| -0.6938486779061137, | |
| -0.6839840710106667, | |
| -0.6750892553710169, | |
| 0.6671661928695695, | |
| -0.6667177219075111, | |
| -0.6650890345894624, | |
| -0.6618812085808734, | |
| 0.6549925881525367, | |
| 0.6547739510701147, | |
| -0.6412936316493187, | |
| -0.6365535550297641, | |
| 0.6342012985419809, | |
| 0.6250349185148638, | |
| 0.6230116522485858, | |
| -0.6208611172199423, | |
| -0.6191515435759908, | |
| 0.6155671941928487, | |
| -0.6117359732984688, | |
| -0.6104684908980648, | |
| -0.6074940676197489, | |
| -0.603261019893668, | |
| 0.5977393731549085, | |
| -0.5964583130554323, | |
| 0.5796853425866443, | |
| -0.5786315326031073, | |
| -0.5773877825644214, | |
| 0.5760817997495473, | |
| 0.5740675645055145, | |
| -0.5731754715145038, | |
| -0.5674076360228705, | |
| -0.5637582372006137, | |
| -0.5620092516436387, | |
| 0.5561384009627223, | |
| -0.5517950288585772, | |
| -0.5493970991269346, | |
| 0.5365368366058908, | |
| -0.5322960670124205, | |
| 0.5319244647773781, | |
| 0.52962461433329, | |
| -0.5211990189254984, | |
| 0.520658231299737, | |
| -0.5182867777619948, | |
| -0.5174438935258803, | |
| -0.5163057928176362, | |
| 0.5094690198191931, | |
| -0.5071647731314152, | |
| 0.49120084553296445, | |
| 0.4863399337066787, | |
| -0.48616366930423355, | |
| 0.47451673620963164, | |
| 0.46366350255053873, | |
| 0.45531335194278283, | |
| 0.4549299185172443, | |
| 0.4548985927419351, | |
| 0.45455416621912237, | |
| 0.45108489946986763, | |
| -0.450438929055532, | |
| 0.44545887196728057, | |
| -0.43299345353362717, | |
| 0.42709239916100983, | |
| 0.42568088578766006, | |
| 0.42340415326093095, | |
| -0.422246914735143, | |
| -0.41923537830394003, | |
| 0.4081914468604189, | |
| -0.4056307918225267, | |
| -0.4018959693033568, | |
| -0.3978564124067297, | |
| -0.3959409880229986, | |
| 0.3939962431164551, | |
| -0.3935306230812299, | |
| -0.3878247156147551, | |
| 0.38474589031829853, | |
| 0.38186846858203766, | |
| 0.37276508529526303, | |
| -0.3650420281544888, | |
| 0.36422058609400776, | |
| -0.3640160036818394, | |
| -0.36212410392432154, | |
| -0.35852782453529364, | |
| 0.3563196405518451, | |
| 0.35570910712555587, | |
| 0.3523587505748965, | |
| -0.35086345778875205, | |
| 0.3491130408681862, | |
| 0.34820636695872287, | |
| -0.3475486634331869, | |
| 0.34719662442881544, | |
| -0.33967264814813575, | |
| -0.3384115509388769, | |
| -0.3366804096703511, | |
| 0.3332690011494982, | |
| -0.32915053102196734, | |
| 0.3289426492159955, | |
| -0.321439106862899, | |
| 0.318179647144958, | |
| 0.316747817766884, | |
| -0.3165877256348208, | |
| -0.3142285495956013, | |
| -0.31361093872913853, | |
| -0.31054322857843064, | |
| 0.30172012793102515, | |
| -0.2999433909209551, | |
| -0.29661014567500615, | |
| -0.290512572817202, | |
| 0.28459081136952147, | |
| -0.2832265452619504, | |
| 0.2717037729276489, | |
| 0.2693039335048254, | |
| 0.26766735697241556, | |
| 0.26490656372069055, | |
| 0.25647559172447776, | |
| 0.2551174617636606, | |
| -0.2542505335728947, | |
| -0.250869901330201, | |
| 0.25068242113341926, | |
| -0.24902361826275973, | |
| -0.24693081906205544, | |
| 0.24304400812215976, | |
| 0.24279612189583033, | |
| 0.23479103433320012, | |
| -0.23330373406945457, | |
| 0.23323594622348567, | |
| 0.2312746025742911, | |
| 0.2310026225308818, | |
| -0.22890437410925252, | |
| 0.22470043144024637, | |
| 0.2182291490277843, | |
| 0.21799703441999316, | |
| -0.21708391550323203, | |
| -0.21225937398002845, | |
| -0.21045289324268743, | |
| 0.20579658260820655, | |
| -0.20478293401258013, | |
| -0.20247534720578234, | |
| -0.20119330026009685, | |
| -0.19486633727687738, | |
| -0.1898979570844304, | |
| -0.18445482256384127, | |
| 0.18104346790238943, | |
| 0.17889322558333115, | |
| 0.17827323189113364, | |
| 0.1713118720444228, | |
| -0.17054508257794415, | |
| 0.17035914037965796, | |
| -0.16953873252639975, | |
| -0.1674470150003766, | |
| -0.16572362123406686, | |
| 0.15830540473977414, | |
| -0.15603881396557578, | |
| 0.15527106605432, | |
| 0.15314950885844417, | |
| -0.15075447491530186, | |
| -0.15035486529704103, | |
| 0.14560643476654356, | |
| 0.14404307983975548, | |
| 0.1435453762293668, | |
| -0.14253162234324568, | |
| 0.1419452351571111, | |
| -0.1417047159402289, | |
| -0.13617047291123133, | |
| -0.13589249007230675, | |
| -0.13493163896475044, | |
| -0.13412107712193, | |
| -0.13060976632762109, | |
| -0.13055061021270567, | |
| 0.1280307065505884, | |
| 0.12764613011316994, | |
| 0.12478185416946236, | |
| -0.12412659019508254, | |
| 0.12393066327874772, | |
| -0.11742652694285166, | |
| 0.11497087571864334, | |
| 0.11461156934252563, | |
| -0.11422476486750262, | |
| -0.11365622150756334, | |
| 0.11360234068618116, | |
| 0.1097413875804685, | |
| -0.10871502775306596, | |
| 0.10746472464466972, | |
| -0.10170026521479576, | |
| 0.10028494580793049, | |
| -0.09983830158425278, | |
| -0.09710500441412052, | |
| 0.09487440670669232, | |
| 0.09350538863723741, | |
| 0.0924159270357371, | |
| -0.09229629111808711, | |
| -0.0850661826940875, | |
| 0.08200432298530781, | |
| 0.07916967697452028, | |
| -0.07730467662992305, | |
| -0.07534922684920094, | |
| -0.07279455058525146, | |
| -0.06599382880268721, | |
| -0.06535462582217687, | |
| -0.06429445405418474, | |
| -0.06061068714359078, | |
| -0.058779750867453934, | |
| -0.05864127208917744, | |
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| -1.34219761186235e-15, | |
| 6.71098805931175e-16, | |
| 3.355494029655875e-16 | |
| ], | |
| "Absolute Coefficient": [ | |
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| 2.7347055690139417, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.54545454545453, | |
| "precision": 90.54545454545453, | |
| "recall": 100.0, | |
| "f1": 95.02796661784835 | |
| }, | |
| "selection": { | |
| "precision": 0.6768862888026979, | |
| "recall": 1.1976047904191618, | |
| "f1": 0.8648327586922097, | |
| "jaccard": 0.4350581294977431 | |
| } | |
| } | |
| } |