| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RIC8A", | |
| "DYM", | |
| "CCDC47", | |
| "LY6G6C", | |
| "C14orf104", | |
| "TNNI3", | |
| "POLDIP3", | |
| "HIST1H2BI", | |
| "THRB", | |
| "MAP4K3", | |
| "HOMEZ", | |
| "C2orf39", | |
| "IGHMBP2", | |
| "ZSCAN5B", | |
| "LOC100131691", | |
| "ZNF544", | |
| "SLC22A25", | |
| "C8orf56", | |
| "MAP6D1", | |
| "OCA2", | |
| "SULT1C3", | |
| "LGALS13", | |
| "TMEM59L", | |
| "BTBD11", | |
| "SPEM1", | |
| "SULT1B1", | |
| "ITPKC", | |
| "LAT", | |
| "USP14", | |
| "SHQ1", | |
| "GCK", | |
| "TIAM2", | |
| "VGLL2", | |
| "FATE1", | |
| "PSORS1C1", | |
| "TMEM132B", | |
| "TRIM61", | |
| "NKAIN3", | |
| "TRY6", | |
| "TFAP2D", | |
| "FLJ46111", | |
| "C9orf5", | |
| "GPSM2", | |
| "ADCK4", | |
| "IL12B", | |
| "CLDND2", | |
| "KRTAP5-6", | |
| "KIAA1409", | |
| "OR5T2", | |
| "GTSF1", | |
| "LRRC24", | |
| "DEFB104A", | |
| "SMR3A", | |
| "RNF169", | |
| "CDC14C", | |
| "HSPBP1", | |
| "PDE3A", | |
| "NLRP4", | |
| "ZBTB45", | |
| "NBPF16", | |
| "RFPL3", | |
| "LOC286094", | |
| "GUSBP1", | |
| "BAX", | |
| "UBTFL1", | |
| "CD38", | |
| "ACSBG2", | |
| "LOC441455", | |
| "FOXD4L5", | |
| "KLHL34", | |
| "GSDMA", | |
| "MMP27", | |
| "C9orf85", | |
| "RALYL", | |
| "GOLGA6B", | |
| "KIAA0776", | |
| "PIH1D1", | |
| "RRAGC", | |
| "TMEM89", | |
| "PHOX2B", | |
| "C1QTNF8", | |
| "LOC340508", | |
| "EXOC3", | |
| "HUNK", | |
| "NCRNA00174", | |
| "LOC402644", | |
| "TAC4", | |
| "LOC100132288", | |
| "TTTY2", | |
| "EDDM3B", | |
| "ZNF772", | |
| "TPRX1", | |
| "DCAF4L1", | |
| "C11orf49", | |
| "ASAH2", | |
| "HLA-J", | |
| "XKR3", | |
| "C1orf53", | |
| "TSPAN16", | |
| "LIMS3", | |
| "MGAM", | |
| "OR6W1P", | |
| "LOC100131496", | |
| "PDYN", | |
| "ROBO3", | |
| "MAEL", | |
| "CNTLN", | |
| "WWP1", | |
| "ZDHHC14", | |
| "TMEM179", | |
| "RINL", | |
| "KRTAP20-2", | |
| "LOC389033", | |
| "RPSAP52", | |
| "MORC1", | |
| "DLD", | |
| "RNF126P1", | |
| "RFPL1S", | |
| "NBPF3", | |
| "ZNF648", | |
| "TAS2R30", | |
| "DPY19L2P4", | |
| "PYGO1", | |
| "ACSM4", | |
| "FLJ42393", | |
| "DNAJC27", | |
| "SNORA59B", | |
| "OR10A6", | |
| "NCRNA00029", | |
| "WFDC3", | |
| "OSR2", | |
| "GABRB3", | |
| "OR5K1", | |
| "C15orf53", | |
| "ASAP1", | |
| "NHLH1", | |
| "AMAC1L3", | |
| "ATP6V1H", | |
| "SPO11", | |
| "HERPUD2", | |
| "SLN", | |
| "GYS2", | |
| "GH2", | |
| "OR5H6", | |
| "WDR77", | |
| "SNORA15", | |
| "ARL5A", | |
| "KNCN", | |
| "TAS2R19", | |
| "PAX8", | |
| "FLJ39582", | |
| "PCDHB2", | |
| "OPN3", | |
| "UFSP2", | |
| "KRT36", | |
| "VDAC3", | |
| "USP29", | |
| "MDS2", | |
| "MYOZ2", | |
| "ERC2", | |
| "FGF2", | |
| "ART5", | |
| "ZNF586", | |
| "RNF138P1", | |
| "MTNR1B", | |
| "TRIM37", | |
| "OR2T4", | |
| "OR10AG1", | |
| "SF4", | |
| "FNDC7", | |
| "FSD2", | |
| "MYCNOS", | |
| "SNORA32", | |
| "NANOS1", | |
| "STK32A", | |
| "HSPC157", | |
| "GLS2", | |
| "C3orf51", | |
| "C9orf110", | |
| "CARTPT", | |
| "SNORA34", | |
| "FAM194A", | |
| "PRAMEF13", | |
| "ZAR1", | |
| "ZNF587", | |
| "PADI2", | |
| "CLVS1", | |
| "XKR7", | |
| "ZCCHC4", | |
| "HBD", | |
| "OR4S2", | |
| "SPINK6", | |
| "LOC284232", | |
| "KCNA10", | |
| "DRP2", | |
| "AMN1", | |
| "TREX1", | |
| "TCEAL6", | |
| "LLPH", | |
| "RNF170", | |
| "CA9", | |
| "SNORA45", | |
| "DEFB108B", | |
| "DCAF12L2", | |
| "WASH5P", | |
| "ENOSF1", | |
| "SNORA51", | |
| "B9D2", | |
| "TMEM26", | |
| "PITRM1", | |
| "GTF2H2", | |
| "RHCE", | |
| "KRTAP10-8", | |
| "IRGM", | |
| "UGT2A3", | |
| "LGI1", | |
| "GOLGA6C", | |
| "TRIM31", | |
| "ASB11", | |
| "ZNF695", | |
| "HIST1H2BL", | |
| "TCTN2", | |
| "C1orf68", | |
| "MT1DP", | |
| "ATP5L2", | |
| "ABRA", | |
| "LACRT", | |
| "LRRIQ3", | |
| "VWA5B1", | |
| "PROK1", | |
| "LOC84856", | |
| "PBX4", | |
| "LOC728410", | |
| "PRPS1L1", | |
| "?|388795", | |
| "MDM1", | |
| "FBXO11", | |
| "CELF6", | |
| "SPATA22", | |
| "SP9", | |
| "LOC145474", | |
| "MGC12982", | |
| "ATAD3B", | |
| "GABPB2", | |
| "CDK18", | |
| "NKPD1", | |
| "CNGA3", | |
| "C22orf24", | |
| "OR52N5", | |
| "ALDH8A1", | |
| "MATK", | |
| "LHX1", | |
| "MYO1A", | |
| "LYZL6", | |
| "CD163L1", | |
| "DEFB124", | |
| "FNBP1", | |
| "DHX40P1", | |
| "GOLGA6D", | |
| "LCN1", | |
| "ZNF705A", | |
| "ACSS2", | |
| "TDRD1", | |
| "SLC35E3", | |
| "ZP1", | |
| "CAMK4", | |
| "RNASE12", | |
| "TPCN2", | |
| "GJA9", | |
| "C15orf43", | |
| "PAGE1", | |
| "MXRA7", | |
| "GLP2R", | |
| "LOC145845", | |
| "NCRNA00185", | |
| "CCDC116", | |
| "WFDC10B", | |
| "WFDC8", | |
| "USP50", | |
| "C1orf85", | |
| "ICOSLG", | |
| "LOC339240", | |
| "TBC1D3C", | |
| "C12orf26", | |
| "HIST1H2AK", | |
| "FER1L6", | |
| "GOT1L1", | |
| "LCMT1", | |
| "C14orf145", | |
| "SNORA62", | |
| "LIM2", | |
| "LHX8", | |
| "ALK", | |
| "IFNA21", | |
| "RPS4Y1", | |
| "FSIP1", | |
| "NR5A2", | |
| "PDE5A", | |
| "GALNTL6", | |
| "CLCN5", | |
| "OCEL1", | |
| "LOC100134368", | |
| "FKBP1AP1", | |
| "COBLL1", | |
| "FLJ39739", | |
| "FRG2C", | |
| "PHOSPHO1", | |
| "CMTM7", | |
| "MYL7", | |
| "LOC254312", | |
| "KCNA2", | |
| "RBMY1J", | |
| "RAP1GAP2", | |
| "ATP1B4", | |
| "TCF23", | |
| "CALHM1", | |
| "MPZ", | |
| "SYT4", | |
| "SNAPC3", | |
| "ATF6B", | |
| "CA5B", | |
| "KCNK18", | |
| "PSTPIP2", | |
| "MSMP", | |
| "TRMU", | |
| "ILDR2", | |
| "KIAA1383", | |
| "IVNS1ABP", | |
| "PSG2", | |
| "OR3A1", | |
| "TRPV1", | |
| "C21orf29", | |
| "SERPINA9", | |
| "GALNT13", | |
| "PPP1R3F", | |
| "ANKFN1", | |
| "NLGN4X", | |
| "POU4F1", | |
| "?|442388", | |
| "CRTC3", | |
| "SOHLH2", | |
| "ALMS1P", | |
| "OR6C3", | |
| "PFKFB2", | |
| "PIGX", | |
| "OR4N2", | |
| "SSX7", | |
| "LOC253039", | |
| "PTCHD3", | |
| "ADIPOQ", | |
| "HCN1", | |
| "GSTA5", | |
| "KCNA1", | |
| "TPPP2", | |
| "KIF1A", | |
| "C10orf75", | |
| "FMR1NB", | |
| "PIWIL1", | |
| "SLC20A1", | |
| "LOC285954", | |
| "AGXT", | |
| "C7orf52", | |
| "CCKBR", | |
| "ARHGEF9", | |
| "PDE6C", | |
| "LPHN1", | |
| "PPIAL4E", | |
| "INO80E", | |
| "ASPHD2", | |
| "FSTL4", | |
| "TCP11", | |
| "SYCP1", | |
| "CLRN2", | |
| "TBL1X", | |
| "CRYZ", | |
| "TBX20", | |
| "LYG1", | |
| "ANKAR", | |
| "FLJ13197", | |
| "RGS4", | |
| "SV2C", | |
| "ZFYVE16", | |
| "KLHL8", | |
| "ZCCHC13", | |
| "TRHR", | |
| "C2CD2", | |
| "FGF1", | |
| "OPRM1", | |
| "SNORD89", | |
| "SLC28A3", | |
| "KCTD13", | |
| "USP45", | |
| "LOC389705", | |
| "MUSK", | |
| "FAM27B", | |
| "SULT2A1", | |
| "VENTXP7", | |
| "KLHL30", | |
| "RBMXL2", | |
| "AKR1CL1", | |
| "NME7", | |
| "ACVR1B", | |
| "TMEM105", | |
| "RNASE10", | |
| "NHLRC1", | |
| "LOC100127888", | |
| "IQCA1", | |
| "PYDC1", | |
| "DDX43", | |
| "SV2B", | |
| "FAM155A", | |
| "CLRN1OS", | |
| "KLHL26", | |
| "NPBWR1", | |
| "PSMA8", | |
| "PMCHL1", | |
| "TMEM127", | |
| "FAM133A", | |
| "C14orf148", | |
| "INSM2", | |
| "GLB1L3", | |
| "KRTAP21-1", | |
| "LOC285696", | |
| "KCNC2", | |
| "LALBA", | |
| "BMP10", | |
| "TMEM151A", | |
| "FAM71A", | |
| "MEPE", | |
| "ZNF784", | |
| "CTXN3", | |
| "ARL14", | |
| "BAK1", | |
| "HMSD", | |
| "CRYGA", | |
| "SLC7A5P1", | |
| "ATP2B3", | |
| "CABP5", | |
| "PBOV1", | |
| "LCE5A", | |
| "PGA5", | |
| "LRFN2", | |
| "CCL22", | |
| "SNORA53", | |
| "DPPA4", | |
| "SUMO4", | |
| "CHCHD3", | |
| "SNX32", | |
| "RHBG", | |
| "BACH2", | |
| "OR6M1", | |
| "AIPL1", | |
| "POTEG", | |
| "CTNND2", | |
| "DGAT2L6", | |
| "OTUD7A", | |
| "POM121L1P", | |
| "FRS3", | |
| "RBM46", | |
| "CMTM4", | |
| "BCORL2", | |
| "HNRNPCL1", | |
| "MT3", | |
| "CCL20", | |
| "BDNFOS", | |
| "CA7", | |
| "FAM182A", | |
| "LMAN2L", | |
| "SNORA66", | |
| "EYS", | |
| "HYAL4", | |
| "FTHL17", | |
| "C1orf66", | |
| "C5orf40", | |
| "OR1E2", | |
| "OR6A2", | |
| "KRTAP6-3", | |
| "ZNF114", | |
| "MGAT3", | |
| "DCPS", | |
| "PHOSPHO2", | |
| "HILS1", | |
| "TBCC", | |
| "TMEM167A", | |
| "PABPN1L", | |
| "PTPN20A", | |
| "TNFRSF10D", | |
| "SYN2", | |
| "C14orf165", | |
| "LEFTY1", | |
| "ASAP3", | |
| "XKR9", | |
| "IL17A", | |
| "DEFB132", | |
| "CCDC132", | |
| "SEMA3A", | |
| "TSGA10IP", | |
| "LMTK2", | |
| "SLC22A16", | |
| "NR5A1", | |
| "FSTL5", | |
| "AKR1C4", | |
| "PSD2", | |
| "RAB5C", | |
| "RGPD8", | |
| "OR1J2", | |
| "CCDC63", | |
| "CYP2A6", | |
| "IL1F7", | |
| "CHCHD4", | |
| "TM4SF20", | |
| "OBP2B", | |
| "RHAG", | |
| "RABL2A", | |
| "?|100130426", | |
| "BAGE2", | |
| "PPEF2", | |
| "SNORA5A", | |
| "DEXI", | |
| "GTF2H2C", | |
| "USP26", | |
| "CIDEB", | |
| "NANOG", | |
| "C2orf14", | |
| "PYGL", | |
| "ZNF606", | |
| "ACTL7A", | |
| "SNORD116-19", | |
| "KRTAP19-2", | |
| "SNORD8", | |
| "GPR81", | |
| "C1orf216", | |
| "PLIN1", | |
| "TTTY1B", | |
| "WDR70", | |
| "FAM138D", | |
| "SNORD103A", | |
| "SNORD124", | |
| "SNORD23", | |
| "SNORD88C", | |
| "SHPRH", | |
| "CT47A7", | |
| "PRR20B", | |
| "S100A7L2", | |
| "SNORD16", | |
| "SNORA35", | |
| "CSNK1A1P", | |
| "KRTAP20-1", | |
| "TTTY13", | |
| "PPIAL4B", | |
| "TSSK2", | |
| "PVALB", | |
| "CT47A11", | |
| "TTTY21", | |
| "PRR20A", | |
| "DEFB114", | |
| "?|317712", | |
| "SNORD9", | |
| "SNORA11C", | |
| "TTTY17B", | |
| "KRTAP22-1", | |
| "SNAR-A3", | |
| "SNORD115-20", | |
| "DEFB112", | |
| "PRR20D", | |
| "LOC653545", | |
| "TTTY19", | |
| "DEFB113" | |
| ], | |
| "Coefficient": [ | |
| 4.432830375772872, | |
| -3.823467585789088, | |
| -2.7412623204045143, | |
| -2.655247135478029, | |
| 2.4530052986114863, | |
| 2.30522488448616, | |
| -2.2740493052794504, | |
| -2.227488006100647, | |
| -1.9903552822260973, | |
| -1.9882775516274729, | |
| 1.9386087975412851, | |
| -1.9148842295340072, | |
| 1.9146142908939303, | |
| 1.9035812512120776, | |
| 1.9025953837565572, | |
| 1.8749369818224826, | |
| -1.8009805727629566, | |
| 1.7564307430534247, | |
| -1.7508728430047091, | |
| -1.714242203070308, | |
| 1.6954673136334302, | |
| -1.6263689683447364, | |
| 1.621922291073293, | |
| 1.6216543389103293, | |
| -1.6130712811795422, | |
| 1.610077904360037, | |
| 1.602815624661995, | |
| 1.5936140511049495, | |
| 1.5827091077741415, | |
| 1.5794355850530541, | |
| 1.5468009608125675, | |
| -1.5353225388018499, | |
| 1.4971970235897456, | |
| 1.479168243207461, | |
| 1.4713307098512876, | |
| 1.4582472464485774, | |
| 1.4488910544456126, | |
| -1.4458261943743285, | |
| 1.4181289223786702, | |
| 1.3881241572077776, | |
| -1.3855670826996531, | |
| -1.3565749806173946, | |
| 1.3514574816773441, | |
| 1.3186159096310917, | |
| -1.3159506645442294, | |
| -1.2962978024496152, | |
| 1.2916954786006403, | |
| -1.2858316470027364, | |
| 1.2839521628138657, | |
| -1.2771217539748958, | |
| -1.2715637228071668, | |
| 1.2474523465461624, | |
| -1.2298316995903775, | |
| -1.2163981062387121, | |
| -1.2154475110837182, | |
| 1.1815100345021061, | |
| -1.1775560691942883, | |
| -1.1642673297074027, | |
| 1.1620463677511024, | |
| 1.1572189908336288, | |
| -1.156676748318999, | |
| -1.140477799747919, | |
| 1.1396282181342063, | |
| 1.1390801177846093, | |
| 1.134046744874094, | |
| 1.1281791934817027, | |
| 1.1186248161469772, | |
| 1.1076013639722149, | |
| 1.0989682390850333, | |
| -1.093740043391358, | |
| -1.093082200431762, | |
| 1.0856612230663651, | |
| -1.0819563854375784, | |
| 1.0768455140451711, | |
| -1.0731847586493175, | |
| -1.063462158281721, | |
| 1.0585817600095906, | |
| -1.0401214727172463, | |
| 1.034958590750507, | |
| 1.0216921093299347, | |
| 1.0212011943065236, | |
| 1.018811955335757, | |
| 1.0161528326013007, | |
| -1.0138447933750527, | |
| 1.0115969398101337, | |
| -1.008986570032663, | |
| -0.9930339283643913, | |
| 0.9902652815002719, | |
| 0.9862515906245415, | |
| 0.9850402207466972, | |
| 0.9765252714551879, | |
| 0.9700504780813871, | |
| 0.9658810010792704, | |
| 0.9645322440120627, | |
| 0.9638458320691098, | |
| 0.9624304350663487, | |
| -0.9494966571257775, | |
| 0.9459005253886109, | |
| 0.9449480041161544, | |
| 0.9447198293555374, | |
| -0.9322565908396359, | |
| 0.9309988433197547, | |
| 0.9295437138755142, | |
| -0.9236885765223842, | |
| 0.923460973113232, | |
| -0.9223906684376191, | |
| -0.9186819066913361, | |
| -0.8794181895532389, | |
| -0.8786345657597464, | |
| -0.8667567577290701, | |
| 0.8588134988065161, | |
| -0.8586260099241539, | |
| -0.8452174879896209, | |
| 0.844410758291803, | |
| -0.8255498669487894, | |
| -0.8232868014096495, | |
| -0.8208643377178533, | |
| -0.8195303352836156, | |
| 0.8159401167638572, | |
| -0.8078791759703001, | |
| 0.8029758578109165, | |
| -0.7883402500748735, | |
| -0.784465270764705, | |
| -0.78207753586324, | |
| 0.7790935865942767, | |
| -0.7648381525528333, | |
| -0.7642186645294877, | |
| 0.7609509127755775, | |
| 0.7530477878644777, | |
| -0.7516841558744665, | |
| -0.7495665797170368, | |
| 0.7428417485869395, | |
| -0.7417343086656767, | |
| 0.735855792104479, | |
| -0.7337606712549621, | |
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| ], | |
| "Absolute Coefficient": [ | |
| 4.432830375772872, | |
| 3.823467585789088, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 92.18181818181817, | |
| "precision": 92.07169846290496, | |
| "recall": 100.0, | |
| "f1": 95.86520032804354 | |
| }, | |
| "selection": { | |
| "precision": 1.2916615969577545, | |
| "recall": 1.9230769230769227, | |
| "f1": 1.5451092515158078, | |
| "jaccard": 0.7802101238480035 | |
| } | |
| } | |
| } |