| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MED23", | |
| "BAD", | |
| "EGR3", | |
| "DCHS1", | |
| "BHLHE41", | |
| "CA5BP1", | |
| "EMP3", | |
| "SEZ6L2", | |
| "BPY2", | |
| "RFTN2", | |
| "GTF2A1", | |
| "CANX", | |
| "GGTLC2", | |
| "H4C7", | |
| "DYNLT2B", | |
| "BMP6", | |
| "FIZ1", | |
| "AKR1C3", | |
| "CDKL4", | |
| "MIR30B", | |
| "RN7SL254P", | |
| "COQ4", | |
| "CYB561A3", | |
| "PICK1", | |
| "BMP1", | |
| "APOM", | |
| "HSFY1", | |
| "DPY19L3", | |
| "CARD16", | |
| "DNPH1", | |
| "TRADD", | |
| "DDX3Y", | |
| "RGL1", | |
| "FASTK", | |
| "HYCC1", | |
| "SNORD38A", | |
| "GMIP", | |
| "ENKD1", | |
| "AQP1", | |
| "MRC2", | |
| "AMPD3", | |
| "CAB39", | |
| "CRYGS", | |
| "CTNNAL1", | |
| "IGKJ3", | |
| "PRMT7", | |
| "GPR35", | |
| "CDH11", | |
| "CACNG8", | |
| "MMP14", | |
| "CDK19", | |
| "HAS3", | |
| "EPRS1", | |
| "ANKRD36B", | |
| "DHRS9", | |
| "CCAR1", | |
| "CTSF", | |
| "RNU6-251P", | |
| "GCLM", | |
| "SPSB3", | |
| "TNIK", | |
| "RNA5SP103", | |
| "GP5", | |
| "CAMK2N2", | |
| "CABP7", | |
| "PHKG1", | |
| "DLC1", | |
| "SPINK2", | |
| "RNU1-55P", | |
| "NLGN1", | |
| "RN7SL749P", | |
| "RNU4-78P", | |
| "ELMOD1", | |
| "B9D2", | |
| "SNORD13P1", | |
| "APOD", | |
| "FAF2", | |
| "ATRIP", | |
| "PDS5B", | |
| "MYG1", | |
| "ASMTL-AS1", | |
| "HOXB1", | |
| "C12orf54", | |
| "HOXB4", | |
| "TRMT2A", | |
| "ETV3", | |
| "DPPA5", | |
| "TLL2", | |
| "FXYD3", | |
| "RNA45S5", | |
| "ASB10", | |
| "RN7SL57P", | |
| "FBXW4P1", | |
| "IL1RN", | |
| "TEDC2", | |
| "CDC42EP2", | |
| "RN7SL107P", | |
| "MIR485", | |
| "TCEAL5", | |
| "ATP6V1G3", | |
| "RABGGTB", | |
| "CRELD1", | |
| "TBX10", | |
| "TMEM138", | |
| "AP2M1", | |
| "RNF126P1", | |
| "MIR29B2", | |
| "KIF2A", | |
| "IL2RA", | |
| "DCTN3", | |
| "IL31RA", | |
| "KDM6B", | |
| "FKBP10", | |
| "HMGN1P36", | |
| "ELL3", | |
| "TSPY1", | |
| "DAZ2", | |
| "RN7SL833P", | |
| "MIR3184", | |
| "RNY1P4", | |
| "PRSS58", | |
| "IL20RB", | |
| "CCDC88C", | |
| "NR2C2AP", | |
| "S100G", | |
| "HTR4", | |
| "DNPEP", | |
| "PHF6", | |
| "ANXA2R", | |
| "UBXN7-AS1", | |
| "TSC22D2", | |
| "FAM98C", | |
| "RN7SL795P", | |
| "PRKAR2A", | |
| "GCSAML", | |
| "JADE2", | |
| "GABPA", | |
| "KMO", | |
| "TXNRD2", | |
| "DNAJC3", | |
| "TBK1", | |
| "SSTR5-AS1", | |
| "OR52M1", | |
| "MIR153-1", | |
| "GLTPD2", | |
| "MGST1", | |
| "MTF2", | |
| "CCT8L2", | |
| "GABRB1", | |
| "AGTR2", | |
| "KRT9", | |
| "GUCA1A", | |
| "MED30", | |
| "RNU6-1235P", | |
| "MIR376C", | |
| "OR51B4", | |
| "CDC42EP4", | |
| "NCKAP5", | |
| "ARID3B", | |
| "SALL2", | |
| "FOXR2", | |
| "PYCR3", | |
| "ECHDC2", | |
| "KIAA1549L", | |
| "EID3", | |
| "ACOD1", | |
| "HMGN2P46", | |
| "CLCA2", | |
| "SMCR8", | |
| "RNU6-1130P", | |
| "PAPOLB", | |
| "DEFB1", | |
| "FUT2", | |
| "GOLPH3", | |
| "RNA5SP49", | |
| "ATF2", | |
| "RNU4-68P", | |
| "EML6", | |
| "CHST12", | |
| "IGHV3-47", | |
| "ORM1", | |
| "EMX2", | |
| "CCDC63", | |
| "IL27RA", | |
| "SCN7A", | |
| "RN7SL271P", | |
| "PAX1", | |
| "TLR7", | |
| "AP5S1", | |
| "FAM170A", | |
| "TAFA4", | |
| "GAS8-AS1", | |
| "SSU72L1", | |
| "AXDND1", | |
| "PLCZ1", | |
| "LYPD2", | |
| "AQP8", | |
| "MMP19", | |
| "EPHB1", | |
| "IFI27", | |
| "CYBC1", | |
| "BTF3P11", | |
| "FAM87A", | |
| "EGFLAM", | |
| "GPR87", | |
| "CDC14C", | |
| "NANOGP1", | |
| "CD53", | |
| "ST6GAL2", | |
| "OR13C7", | |
| "RN7SL321P", | |
| "CKM", | |
| "CORO7", | |
| "RN7SL806P", | |
| "TMEM154", | |
| "RN7SL378P", | |
| "NSRP1", | |
| "RNU6-810P", | |
| "LZTS1", | |
| "RNU6-878P", | |
| "LIPN", | |
| "UBXN7", | |
| "RN7SL284P", | |
| "DIPK1C", | |
| "GNRH1", | |
| "GPR37", | |
| "IL13RA2", | |
| "MDFI", | |
| "HELB", | |
| "C19orf25", | |
| "OFD1P5Y", | |
| "GEMIN8", | |
| "KBTBD6", | |
| "GPR52", | |
| "SCN1B", | |
| "RNU2-66P", | |
| "DEFB114", | |
| "OR7D4", | |
| "IBSP", | |
| "RNU1-104P", | |
| "RNU6-944P", | |
| "LMAN1", | |
| "RNU6-973P", | |
| "OR3A3", | |
| "TPTE2", | |
| "IGDCC4", | |
| "GBP1", | |
| "RNU6-316P", | |
| "IER2", | |
| "SOX6", | |
| "RNU6-495P", | |
| "IFRD2", | |
| "KDM4A", | |
| "CTAGE3P", | |
| "FAM168A", | |
| "EMCN", | |
| "TPT1P13", | |
| "NXF5", | |
| "RALGPS1", | |
| "SUPT20H", | |
| "PTPRN", | |
| "ZNF681", | |
| "RBKS", | |
| "FABP2", | |
| "FGFR1", | |
| "GSTZ1", | |
| "GNB4", | |
| "MIR194-1", | |
| "RNA5SP519", | |
| "FRRS1", | |
| "RN7SKP173", | |
| "ERI3", | |
| "DEFB127", | |
| "TIGD6", | |
| "DTHD1", | |
| "WNT2", | |
| "FPR3", | |
| "ZBTB8OSP2", | |
| "OR8H2", | |
| "CYTH1", | |
| "RNU6-511P", | |
| "ACTRT3", | |
| "KPTN", | |
| "FAIM", | |
| "RNVU1-32", | |
| "GRK3", | |
| "GUCY2F", | |
| "MIR410", | |
| "H3P44", | |
| "RNU6-172P", | |
| "PSMF1", | |
| "ITPKB", | |
| "RBM27", | |
| "MYLK4", | |
| "RNA28S5", | |
| "FXYD6P3", | |
| "OR2AE1", | |
| "JPX", | |
| "RNU6-730P", | |
| "KDM6A", | |
| "CLEC4D", | |
| "HINT2", | |
| "SYT11", | |
| "TFAP2C", | |
| "EPS8L1", | |
| "ITGA6", | |
| "B4GALNT1", | |
| "RNA5SP350", | |
| "GIPC3", | |
| "ZSCAN5A", | |
| "PRIMA1", | |
| "OR5V1", | |
| "CIMAP2", | |
| "RN7SL794P", | |
| "POU3F3", | |
| "KCNJ3", | |
| "PHEX", | |
| "SNHG11", | |
| "AKNA", | |
| "HSD3BP5", | |
| "ZNF765", | |
| "SSU72", | |
| "FMNL3", | |
| "EXOC5", | |
| "FOXD4", | |
| "LYG2", | |
| "RNA5SP464", | |
| "ENPP7", | |
| "APLF", | |
| "TNFRSF17", | |
| "DHODH", | |
| "MUC15", | |
| "PCDHB8", | |
| "IFI27L1", | |
| "ERVFC1-1", | |
| "KIAA1958", | |
| "SCAMP5", | |
| "DDI1", | |
| "R3HDM4", | |
| "GSTO3P", | |
| "GRIK1-AS1", | |
| "IL13", | |
| "ELMO3", | |
| "GSDMC", | |
| "CYP2C8", | |
| "ZNF286A", | |
| "MIR425", | |
| "OR5K1", | |
| "MAP1LC3B", | |
| "ADAMTS3", | |
| "TCF12", | |
| "DCDC1", | |
| "RNA5SP331", | |
| "RNU6-160P", | |
| "SLC25A45", | |
| "RNU6-246P", | |
| "BATF", | |
| "MIR26A2", | |
| "ASCL5", | |
| "C5orf47", | |
| "OR5AU1", | |
| "PPIAP21", | |
| "DEFB112", | |
| "ELP5", | |
| "PHYHIPL", | |
| "HMG20B", | |
| "MYBPC3", | |
| "OTOP2", | |
| "GPN2", | |
| "PIP4P1", | |
| "RGS1", | |
| "LHFPL1", | |
| "RNA5SP77", | |
| "RN7SL735P", | |
| "RNA5SP104", | |
| "DAZAP2", | |
| "NLGN4Y", | |
| "NUP43", | |
| "LRRC14B", | |
| "COMMD9", | |
| "LEAP2", | |
| "ATP1A1", | |
| "HSD17B6", | |
| "PLA2G4E", | |
| "TINAG", | |
| "RNU6-1207P", | |
| "MOB2", | |
| "FHIP1A", | |
| "OR2H1", | |
| "SPMAP2L", | |
| "NFKBIE", | |
| "ZBTB6", | |
| "EPHX3", | |
| "RN7SKP232", | |
| "FAM169A", | |
| "RNU6-903P", | |
| "KCNJ8", | |
| "LCN1P2", | |
| "DNAH8", | |
| "PNKP", | |
| "OR52E4", | |
| "CMTR1", | |
| "PART1", | |
| "MSMB", | |
| "RN7SL328P", | |
| "MIR24-1", | |
| "CHRM3", | |
| "RNU4-50P", | |
| "RN7SL239P", | |
| "CGAS", | |
| "OR11H6", | |
| "MIR423", | |
| "RNU6-390P", | |
| "OR5AS1", | |
| "RNU6-1031P", | |
| "GPR146", | |
| "PTHLH", | |
| "TIMM10B", | |
| "CLEC17A", | |
| "MAP3K5", | |
| "MBLAC2", | |
| "CD2", | |
| "FMO3", | |
| "KLK1", | |
| "TAFA1", | |
| "FAM174B", | |
| "RN7SKP75", | |
| "DSG2", | |
| "TCEAL4", | |
| "RNU6-910P", | |
| "MTMR14", | |
| "H2BC17", | |
| "LPCAT2", | |
| "PHF20", | |
| "SNORA71E", | |
| "PRSS35", | |
| "KBTBD8", | |
| "SLC11A2", | |
| "HMGB3P30", | |
| "BPY2B", | |
| "GBP1P1", | |
| "DAZ3", | |
| "MIR29B2CHG", | |
| "BPY2C", | |
| "FOXD4L1", | |
| "MIR29C" | |
| ], | |
| "Coefficient": [ | |
| -8.515657542729093, | |
| 8.145138638295577, | |
| -5.224478606411258, | |
| -4.938546969180807, | |
| -4.461912177097817, | |
| 4.163694852438683, | |
| 4.154642940496546, | |
| -3.6866999908854736, | |
| -3.6049754643892564, | |
| -3.5309409387162867, | |
| -3.4783557781541456, | |
| -3.447306852915776, | |
| -3.233257098765585, | |
| -3.227201791125396, | |
| 3.202188649248735, | |
| 3.1961016765825296, | |
| -3.1719110479077024, | |
| 3.139996199090966, | |
| 3.117952919511714, | |
| 3.05370754725359, | |
| 2.9766365633747136, | |
| 2.9545943210266317, | |
| 2.9506921737021097, | |
| 2.950620201935929, | |
| 2.935854641052045, | |
| 2.8328659001322944, | |
| -2.7755753042442857, | |
| -2.7298549771011955, | |
| 2.7063475700685564, | |
| 2.6864445387151594, | |
| 2.6799879633748334, | |
| -2.629518655049222, | |
| -2.593652240871285, | |
| 2.5563831604577025, | |
| -2.500903581054868, | |
| 2.383592428299901, | |
| -2.3793040291448513, | |
| 2.3378744791697046, | |
| -2.3327455495340286, | |
| -2.308359546970129, | |
| 2.260047348175733, | |
| -2.244595471250958, | |
| 2.220854640415554, | |
| 2.1888046175533753, | |
| -2.098266263062654, | |
| 2.0966656187909307, | |
| -2.09048970096891, | |
| -2.088657930125178, | |
| -1.9830993659523664, | |
| -1.9737402874243108, | |
| -1.971741478265539, | |
| 1.96397847671711, | |
| -1.9137807649780672, | |
| -1.902404050810608, | |
| 1.8999081476951494, | |
| -1.855085812383473, | |
| 1.8482722150081188, | |
| 1.826580062316781, | |
| 1.812980715209922, | |
| 1.8102533093021083, | |
| -1.8031944326733274, | |
| 1.7991611955871016, | |
| -1.7629586417798704, | |
| -1.760667739339184, | |
| -1.7491889957661122, | |
| -1.7404126823794137, | |
| -1.7222561869639192, | |
| -1.7118501471959042, | |
| 1.6822140728541493, | |
| 1.6736142907135887, | |
| 1.6571983750329848, | |
| 1.6178751937426243, | |
| -1.6139639900145804, | |
| 1.602919065507943, | |
| -1.59016114288601, | |
| -1.5527278085608822, | |
| -1.549730311757191, | |
| 1.5475921620468167, | |
| -1.5445201446223966, | |
| 1.5351526041721988, | |
| 1.5158220624199594, | |
| -1.5105240068631631, | |
| -1.5105187824880866, | |
| -1.4932150293174369, | |
| 1.491730195220729, | |
| -1.488331705476913, | |
| -1.4839318413385327, | |
| -1.4793039633038876, | |
| -1.4782649541965023, | |
| -1.4515114876961492, | |
| -1.4427149819555745, | |
| 1.4290414742859627, | |
| 1.419573187986805, | |
| -1.416068153139115, | |
| -1.4039714626868933, | |
| 1.384171091751011, | |
| -1.3828577549023893, | |
| -1.3753843191140604, | |
| 1.3677017345149234, | |
| 1.3479909885168606, | |
| -1.347790261407485, | |
| 1.3336366386244853, | |
| -1.3312094110683172, | |
| 1.309247260416307, | |
| 1.3053701138273663, | |
| -1.3051759268421068, | |
| 1.274254012202398, | |
| -1.252299157513065, | |
| -1.2360979234767353, | |
| 1.2254635052360265, | |
| -1.2218258143596854, | |
| -1.2193959876386582, | |
| -1.2139613072434714, | |
| -1.1941249018461615, | |
| -1.1647181438565246, | |
| -1.157252954923291, | |
| -1.1554658432604816, | |
| -1.1510519966177868, | |
| 1.1305897617742686, | |
| -1.1271385948093464, | |
| 1.1256620329980207, | |
| 1.0934313681467613, | |
| -1.0828960992043062, | |
| 1.073136837941795, | |
| 1.070835754456442, | |
| -1.069392000045858, | |
| 1.0649192644674863, | |
| -1.057331644865503, | |
| 1.0328088196846126, | |
| -1.0171530789206087, | |
| -0.9825401193549034, | |
| 0.9809461609641482, | |
| 0.978405999736126, | |
| -0.9661055262646765, | |
| -0.9515297542328879, | |
| 0.9432632367180785, | |
| -0.936973334441919, | |
| 0.9366272305021546, | |
| 0.9318046929029573, | |
| -0.92995495858104, | |
| -0.9289091670811873, | |
| -0.9199610924852729, | |
| 0.9156336246686606, | |
| 0.9126556920449506, | |
| -0.9083426900478484, | |
| 0.9074052873979336, | |
| -0.8899225789569725, | |
| 0.8890705305283462, | |
| 0.8863785012710547, | |
| 0.8772290639698297, | |
| 0.8665553407023086, | |
| -0.854887670929047, | |
| 0.8528460011596704, | |
| -0.8410249890766958, | |
| -0.8366127804751093, | |
| -0.8352210038127893, | |
| 0.8236262183791687, | |
| -0.8191984736050641, | |
| 0.8095102125271861, | |
| -0.756543857732703, | |
| 0.7538688373412344, | |
| 0.7501499658419825, | |
| 0.7430122971521295, | |
| -0.7403052819186924, | |
| 0.740211834022591, | |
| 0.7177103325962693, | |
| -0.7174740428444527, | |
| 0.7148857174268833, | |
| -0.698505943105066, | |
| -0.6977328554775363, | |
| -0.6971132149286652, | |
| -0.6877576545886782, | |
| 0.6870468632348089, | |
| -0.6861372420213154, | |
| 0.6841431785989107, | |
| -0.6730606258018809, | |
| 0.6631137157332586, | |
| 0.6552781108328978, | |
| 0.6544098743709582, | |
| 0.6483014043232128, | |
| -0.6462259796881111, | |
| -0.6445946435267196, | |
| -0.6399390774960463, | |
| -0.6333971033211018, | |
| 0.6318568284553041, | |
| -0.6072232467702635, | |
| -0.6071837286973362, | |
| 0.6062359740607989, | |
| 0.6060408947268545, | |
| 0.6056045030113917, | |
| -0.6051926872048464, | |
| -0.5971707228188676, | |
| 0.5917975038696924, | |
| -0.5908838777649779, | |
| -0.5903083858770344, | |
| -0.5893527408013667, | |
| -0.5864103466228557, | |
| -0.579872798126863, | |
| -0.5796137897266465, | |
| 0.578644590583985, | |
| 0.5782968205954022, | |
| 0.5767047910041506, | |
| 0.5727482943672133, | |
| -0.5631408964859415, | |
| -0.562740180485427, | |
| -0.5578571455272342, | |
| 0.5522903847266772, | |
| -0.5445847120511302, | |
| -0.5378032073301096, | |
| -0.5328458175193592, | |
| -0.5310030933168559, | |
| -0.5259739336744402, | |
| -0.5154834819042933, | |
| -0.5103139949376576, | |
| -0.5088554198859948, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 8.145138638295577, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 79.59183673469389, | |
| "precision": 79.59183673469389, | |
| "recall": 100.0, | |
| "f1": 88.56027867263822 | |
| }, | |
| "selection": { | |
| "precision": 0.20701958181214736, | |
| "recall": 1.7391304347826086, | |
| "f1": 0.3699668768501095, | |
| "jaccard": 0.18604082902014796 | |
| } | |
| } | |
| } |