| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "OR1E2", | |
| "XCL2", | |
| "S100A12", | |
| "NUDT9", | |
| "ANKRD35", | |
| "TMCO6", | |
| "LOC100134868", | |
| "ACTL7A", | |
| "LINC00051", | |
| "TAS2R50", | |
| "PERP", | |
| "DEFB124", | |
| "RAB40AL", | |
| "UNC45B", | |
| "OR4X1", | |
| "DHRS1", | |
| "PCOTH", | |
| "MAGEA6", | |
| "IFIH1", | |
| "TPD52L3", | |
| "YTHDF1", | |
| "OR10W1", | |
| "CATSPER4", | |
| "IFIT1B", | |
| "UCP3", | |
| "GALC", | |
| "KRT35", | |
| "SPTA1", | |
| "FABP2", | |
| "SCT", | |
| "ZNF502", | |
| "TMPRSS15", | |
| "ERC2-IT1", | |
| "H4C2", | |
| "WFDC13", | |
| "CELA2B", | |
| "SPAG11B", | |
| "SRARP", | |
| "LINC02693", | |
| "PRSS33", | |
| "PIWIL3", | |
| "TNNI3", | |
| "TTTY5", | |
| "PRAMEF8", | |
| "RP1L1", | |
| "DNAH14", | |
| "ZNF492", | |
| "IFNL3", | |
| "MXRA5", | |
| "ELSPBP1", | |
| "OR1C1", | |
| "ADRB3", | |
| "IL3", | |
| "MEP1B", | |
| "OR52B4", | |
| "UGT3A1", | |
| "KRTAP10-1", | |
| "PP2D1", | |
| "TAGAP", | |
| "KRTAP19-8", | |
| "GSTA5", | |
| "INHBB", | |
| "OR6Q1", | |
| "RPL36A", | |
| "HAO2", | |
| "OR10AD1", | |
| "PEG3-AS1", | |
| "PLET1", | |
| "NF1P1", | |
| "LGALS9B", | |
| "PCDHGA9", | |
| "CIMAP1A", | |
| "MOGAT2", | |
| "TTTY23", | |
| "SLC36A3", | |
| "OR6A2", | |
| "S100A5", | |
| "ATP1B4", | |
| "SUN5", | |
| "CSPG4P2Y", | |
| "CT45A1", | |
| "CYP2C18", | |
| "PRR35", | |
| "USH1G", | |
| "OCM2", | |
| "CRCT1", | |
| "MYOM2", | |
| "OR2L3", | |
| "SAG", | |
| "RITA1", | |
| "LGALS13", | |
| "TRPC6", | |
| "BMPER", | |
| "VN1R4", | |
| "DMC1", | |
| "SDHAP2", | |
| "ARHGAP10", | |
| "DEFB136", | |
| "OR10A6", | |
| "TUBA3C", | |
| "LELP1", | |
| "LINC01559", | |
| "APOA5", | |
| "AADACL3", | |
| "ZNF786", | |
| "DISC2", | |
| "AKR1E2", | |
| "FBXL14", | |
| "TUBB7P", | |
| "CXCL6", | |
| "DEFB104A", | |
| "NKX6-3", | |
| "RWDD4P2", | |
| "AMY1A", | |
| "CCDC38", | |
| "RNASE8", | |
| "ZFAT", | |
| "TTTY13", | |
| "ZNF586", | |
| "SPRY3", | |
| "PGLYRP3", | |
| "MYH8", | |
| "FAM74A4", | |
| "PTHLH", | |
| "PSG8", | |
| "KRTAP21-2", | |
| "LOC284009", | |
| "MOGAT1", | |
| "LINC00523", | |
| "SPINK6", | |
| "TGM4", | |
| "GRK6", | |
| "FITM1", | |
| "TCEANC", | |
| "UPK1B", | |
| "LINC00596", | |
| "SLC26A3", | |
| "PNLIPRP3", | |
| "DNASE2B", | |
| "INSL4", | |
| "BARX1", | |
| "GPR31", | |
| "OR6T1", | |
| "GDF9", | |
| "KLRC1", | |
| "ANKRD40CL", | |
| "TAS2R1", | |
| "NPPC", | |
| "BPESC1", | |
| "HSD17B13", | |
| "PLN", | |
| "CXCL11", | |
| "CIB4", | |
| "RBMY2FP", | |
| "OR14J1", | |
| "OR2A5", | |
| "TACR3", | |
| "OR56A3", | |
| "FAM83E", | |
| "OR2Y1", | |
| "C5orf58", | |
| "C20orf141", | |
| "FBXW12", | |
| "OTOP3", | |
| "SLC22A24", | |
| "LCN9", | |
| "THNSL2", | |
| "OR4E2", | |
| "HMGB4", | |
| "OR1L4", | |
| "RXFP2", | |
| "NLRC3", | |
| "FOXD4L3", | |
| "ZSCAN12", | |
| "GYS2", | |
| "EPB42", | |
| "P2RY4", | |
| "OR2C3", | |
| "GPR176", | |
| "P2RY8", | |
| "PRXL2A", | |
| "TAS2R16", | |
| "CHIA", | |
| "FMO2", | |
| "BTNL3", | |
| "NGF", | |
| "CT47A9", | |
| "C8B", | |
| "PSORS1C2", | |
| "LOC90246", | |
| "EFCAB3", | |
| "TRIB3", | |
| "PLA2G12B", | |
| "ISX", | |
| "LINC00314", | |
| "LEUTX", | |
| "H2AC8", | |
| "C9orf152", | |
| "ADH1A", | |
| "LY6G6D", | |
| "ATP4B", | |
| "C8orf74", | |
| "FSCB", | |
| "PRKAG3", | |
| "HYAL1", | |
| "LINC01551", | |
| "SPESP1", | |
| "FAM138F", | |
| "CLPSL2", | |
| "PCNAP1", | |
| "OR5M3", | |
| "DEFB115", | |
| "C11orf40", | |
| "UBE2DNL", | |
| "LHFPL7", | |
| "KBTBD3", | |
| "SELP", | |
| "PCDHB19P", | |
| "SLFNL1", | |
| "RBP2", | |
| "SPATA6L", | |
| "OR1K1", | |
| "ANKRD20A11P", | |
| "IGDCC4", | |
| "SLC46A1", | |
| "TRIM10", | |
| "MRPS18C", | |
| "GAB4", | |
| "OR1L3", | |
| "OR51S1", | |
| "IZUMO1", | |
| "FMR1NB", | |
| "PTH", | |
| "OTOR", | |
| "IFNW1", | |
| "OR5H6", | |
| "OR1L6", | |
| "RSPH6A", | |
| "ACTL8", | |
| "C12orf42", | |
| "KRTAP4-9", | |
| "NHEG1", | |
| "CDY2B", | |
| "LINC02914", | |
| "PGK2", | |
| "ZP1", | |
| "SCG5", | |
| "COL2A1", | |
| "CLCNKB", | |
| "HGD", | |
| "GARIN3", | |
| "DLX4", | |
| "CXADRP3", | |
| "TEX11", | |
| "FGF7P6", | |
| "ADH6", | |
| "RAX", | |
| "DUSP21", | |
| "SNORD115-7", | |
| "IQCF2", | |
| "COL9A1", | |
| "CYLC1", | |
| "FAM95B1", | |
| "ATP12A", | |
| "REG3A", | |
| "BEST2", | |
| "KRT78", | |
| "C11orf65", | |
| "UBE2NL", | |
| "LOC391322", | |
| "C14orf180", | |
| "CLDN6", | |
| "FMR1-AS1", | |
| "FAM47A", | |
| "KRTAP20-1", | |
| "KRTAP5-11", | |
| "CA1", | |
| "LINC00482", | |
| "GBX1", | |
| "PGLYRP4", | |
| "OR6N2", | |
| "RGS21", | |
| "GUCY2F", | |
| "G6PC1", | |
| "EPCIP-AS1", | |
| "TYW1B", | |
| "IL23R", | |
| "SNORA21", | |
| "OR8A1", | |
| "NEUROG2", | |
| "CERKL", | |
| "BTN3A3", | |
| "MRPL42P5", | |
| "MAP3K4", | |
| "GAL3ST2", | |
| "ACSM2A", | |
| "KBTBD12", | |
| "FIBIN", | |
| "TNNI3K", | |
| "OR13F1", | |
| "IL17A", | |
| "GCM2", | |
| "SCN7A", | |
| "BIK", | |
| "OR2AG2", | |
| "ABCD1", | |
| "MZT2A", | |
| "PCDHGB6", | |
| "ASB18", | |
| "PRAME", | |
| "C4BPB", | |
| "OR6C1", | |
| "BLID", | |
| "UGT1A10", | |
| "GKN2", | |
| "OOEP", | |
| "EVX2", | |
| "SLC25A51P1", | |
| "ZNF578", | |
| "CABP5", | |
| "EWSAT1", | |
| "SCARNA9", | |
| "PRR5-ARHGAP8", | |
| "CST5", | |
| "GPRC6A", | |
| "OR4P4", | |
| "SCP2D1", | |
| "FAM24A", | |
| "FAM138D", | |
| "GALP", | |
| "OR52I2", | |
| "SNORD67", | |
| "CYP11B1", | |
| "RNF138P1", | |
| "DESI1", | |
| "SCYL3", | |
| "FRG2", | |
| "NR1I3", | |
| "KRTAP10-2", | |
| "USP26", | |
| "TAS2R60", | |
| "CETN4P", | |
| "LYPD2", | |
| "PCDHGA10", | |
| "OR51G1", | |
| "PRB4", | |
| "METTL21C", | |
| "OR52A5", | |
| "PCDHGA6", | |
| "IL9R", | |
| "ASCL3", | |
| "RSPO1", | |
| "CT45A3", | |
| "OR10V1", | |
| "MDS2", | |
| "TRIML1", | |
| "COL6A4P1", | |
| "HLA-G", | |
| "OR14A16", | |
| "UPK3BL1", | |
| "ZNF577", | |
| "GUSBP1", | |
| "SEMG1", | |
| "ARL14", | |
| "C8A", | |
| "ABCA11P", | |
| "OR2A14", | |
| "TMED6", | |
| "PRRG4", | |
| "FRG2C", | |
| "LIN28A", | |
| "CHRM5", | |
| "VPS37B", | |
| "RFLNA", | |
| "NUDT13", | |
| "KRT37", | |
| "KPRP", | |
| "TMEM14EP", | |
| "OR6F1", | |
| "SLC22A13", | |
| "DIO2", | |
| "PPIL3", | |
| "TOPAZ1", | |
| "ITPRIPL1", | |
| "AIM2", | |
| "ACP4", | |
| "LINC00028", | |
| "SNORA31", | |
| "GPR151", | |
| "SLC10A6", | |
| "OR1J2", | |
| "OR10A5", | |
| "ELOA2", | |
| "GRAPL", | |
| "OR4C46", | |
| "PCDHGA12", | |
| "SMIM20", | |
| "TMEM185B", | |
| "CSH1", | |
| "CLRN1-AS1", | |
| "GABRP", | |
| "ABCB5", | |
| "SCARNA11", | |
| "PNPLA1", | |
| "PCDHA4", | |
| "ZNG1E", | |
| "CIART", | |
| "KRTAP2-2", | |
| "TMCO2", | |
| "TREH", | |
| "LINC00593", | |
| "OR4B1", | |
| "EPHX3", | |
| "FXN", | |
| "WFDC1", | |
| "RFPL1", | |
| "CT45A6", | |
| "SFTPA1", | |
| "TRIM51", | |
| "CYP4F30P", | |
| "TAAR5", | |
| "RPL9", | |
| "CST9", | |
| "ANP32CP", | |
| "SYCP2L", | |
| "C1orf105", | |
| "APMAP", | |
| "FCRL4", | |
| "SFTA2", | |
| "VCX3A", | |
| "FMO9P", | |
| "ADAD1", | |
| "OR10G2", | |
| "SPACA4", | |
| "CDH17", | |
| "TNNT3", | |
| "NMNAT3", | |
| "ACCSL", | |
| "CUZD1", | |
| "TTLL8", | |
| "MAPDA", | |
| "DPEP3", | |
| "KIAA0408", | |
| "H2AB1", | |
| "MAB21L4", | |
| "GPR101", | |
| "CCL4L2", | |
| "CARD18", | |
| "NLRP10", | |
| "JPX", | |
| "ACOT12", | |
| "C11orf54", | |
| "SCGB2A2", | |
| "KRTAP20-4", | |
| "MYF6", | |
| "LINC01600", | |
| "ADRA2B", | |
| "CHKB", | |
| "OTOP1", | |
| "C16orf90", | |
| "SPINK2", | |
| "BTNL2", | |
| "OR1D4", | |
| "PRKACG", | |
| "SIGLEC12", | |
| "PISRT1", | |
| "FAM186B", | |
| "RBMXL2", | |
| "TBC1D3P2", | |
| "SPINK7", | |
| "BTF3P11", | |
| "NPY4R2", | |
| "ZDHHC3", | |
| "MT4", | |
| "SUMO1P1", | |
| "PMS2P5", | |
| "OR5K2", | |
| "KRTAP19-5" | |
| ], | |
| "Coefficient": [ | |
| 0.03549839465120424, | |
| 0.032217616966949546, | |
| 0.031122599725914607, | |
| -0.030170199516420984, | |
| 0.0298058962667008, | |
| 0.02874430651001337, | |
| -0.02705697313648778, | |
| 0.02699332744776057, | |
| -0.026454893670054942, | |
| -0.02442365528479482, | |
| -0.02345892399195567, | |
| -0.02340713687134166, | |
| -0.021999049799485568, | |
| 0.02156527958757945, | |
| -0.021213757362503322, | |
| 0.021159668344757257, | |
| -0.020735785158332024, | |
| -0.020474069313361324, | |
| -0.019940043787310017, | |
| -0.01972600444232191, | |
| 0.019039678551197592, | |
| -0.018937953912735797, | |
| 0.018884111767329674, | |
| -0.018706976233498086, | |
| -0.01866720749227468, | |
| 0.018551705037710153, | |
| -0.01828468919410733, | |
| -0.018137663061751567, | |
| -0.017951442820490295, | |
| -0.017942524101815637, | |
| 0.017688371657623346, | |
| -0.017336848366842336, | |
| 0.01715573814101917, | |
| 0.016998250100031212, | |
| -0.016984578258714286, | |
| -0.01689382168837749, | |
| -0.01650457696938823, | |
| -0.01626559695239493, | |
| 0.01620050022877474, | |
| -0.01617893878453595, | |
| -0.016047520358379076, | |
| -0.015813549755610695, | |
| -0.01554395476372908, | |
| -0.015517260860424617, | |
| 0.01544440175458044, | |
| 0.015308905294444602, | |
| -0.015137438973290838, | |
| -0.015100719974885138, | |
| -0.014691289312185298, | |
| -0.014570928041227449, | |
| 0.014307778881407846, | |
| -0.014293862500105435, | |
| -0.014254342016172754, | |
| -0.014086203270906686, | |
| -0.013973788760567875, | |
| -0.013942899714583557, | |
| -0.01379260766764557, | |
| 0.013703652587807705, | |
| 0.013648621565182734, | |
| 0.013437088841958138, | |
| 0.013210422189581968, | |
| -0.013197705164914001, | |
| 0.013120507481802348, | |
| -0.013025441732261939, | |
| -0.012884843918282663, | |
| 0.012808180878203285, | |
| 0.012763393680572733, | |
| -0.012730559479228049, | |
| 0.01270214160699331, | |
| 0.012624821846413297, | |
| 0.012385524650041732, | |
| -0.012329715086403034, | |
| -0.012243476946382833, | |
| -0.012144796860902054, | |
| 0.01189551265104589, | |
| 0.011791298439813521, | |
| 0.011620863367325736, | |
| 0.011412061807105741, | |
| 0.01137542561682173, | |
| 0.011375170392966323, | |
| -0.011339189060041404, | |
| -0.011246672900245934, | |
| 0.01120861340163481, | |
| 0.011192623454607779, | |
| -0.011093222868992355, | |
| -0.011054660555934813, | |
| -0.011039555216727344, | |
| -0.011016024172612961, | |
| -0.010984043286950277, | |
| 0.010973029591499, | |
| 0.010708329975609247, | |
| -0.010589813738838398, | |
| -0.010582116494630749, | |
| 0.010577007499393377, | |
| -0.010489283953551521, | |
| 0.01046964884059276, | |
| -0.010381766630063355, | |
| 0.01034402327817516, | |
| -0.010320832044392662, | |
| -0.010314990394553627, | |
| -0.010300563148357283, | |
| -0.01029841179510616, | |
| -0.0102107749508978, | |
| 0.01002666439398564, | |
| 0.009916645467489328, | |
| 0.009686038873327495, | |
| 0.009638067342514038, | |
| -0.0095934294689286, | |
| -0.009577700872438531, | |
| 0.009509102114778092, | |
| -0.009505819420719286, | |
| -0.009492088717553984, | |
| 0.009475016057818163, | |
| 0.009425659829957472, | |
| -0.009329781036273124, | |
| 0.009301961383562238, | |
| -0.009198604441092932, | |
| -0.009110416422467875, | |
| -0.009093948519302167, | |
| -0.00902530643559112, | |
| -0.00887806740082443, | |
| 0.008837574892348165, | |
| 0.008788797387684757, | |
| 0.008622649251041444, | |
| 0.008612252164952665, | |
| -0.008582368657151326, | |
| -0.008563293988986427, | |
| 0.008561617484733703, | |
| -0.008497510633060942, | |
| -0.00847424096345069, | |
| -0.008420159938989421, | |
| 0.008402027159342814, | |
| 0.008368466228878147, | |
| -0.00836269696286577, | |
| 0.008290257032989318, | |
| 0.008130937354255735, | |
| 0.008088226495011544, | |
| -0.008087321362051413, | |
| 0.00808691320641985, | |
| -0.008027484686591204, | |
| -0.007993864532626847, | |
| -0.007979371107069526, | |
| -0.007941869314317049, | |
| 0.007917608054990848, | |
| 0.00791353431658253, | |
| -0.007881273877276652, | |
| 0.007855266836750734, | |
| 0.007839241206693008, | |
| 0.007818189052068578, | |
| 0.007802157647869474, | |
| -0.007772079365683842, | |
| -0.007742874166768029, | |
| 0.00771384479245292, | |
| -0.007690083694655284, | |
| 0.007582686969498274, | |
| -0.007575459384945384, | |
| -0.007573749538992149, | |
| 0.00753486441269983, | |
| 0.007515740983342449, | |
| -0.007504212838468862, | |
| -0.007469237553226593, | |
| 0.007465328511310286, | |
| 0.007438036412024698, | |
| 0.007428579447254774, | |
| 0.0074261338266215435, | |
| -0.0074181543781788204, | |
| 0.007399139637794032, | |
| 0.007374078340317991, | |
| -0.0073318462206539365, | |
| 0.007274701555606979, | |
| -0.007257849702080811, | |
| -0.007233107216076764, | |
| 0.007227724375776154, | |
| -0.007200741901494766, | |
| 0.0071697671725798546, | |
| -0.007164812373168959, | |
| 0.007158884821302462, | |
| -0.007153969102075349, | |
| -0.007129442235125185, | |
| 0.007124853839211092, | |
| -0.0071185232749576485, | |
| 0.007117222563241014, | |
| -0.007078799557350342, | |
| 0.007078009869169719, | |
| 0.007066641463494413, | |
| 0.006961049837885844, | |
| 0.0069327409737644455, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.8422661011931616, | |
| "recall": 1.6666666666666665, | |
| "f1": 1.1150463752808302, | |
| "jaccard": 0.5615598849207123 | |
| } | |
| } | |
| } |