| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "OR5B2", | |
| "CDH13", | |
| "ABAT", | |
| "ADRA2B", | |
| "LYPD2", | |
| "ADAMTS1", | |
| "ANXA8", | |
| "ABCC10", | |
| "CD34", | |
| "TTTY17B", | |
| "GALNT13", | |
| "ADAMTS13", | |
| "ALKAL1", | |
| "AADAT", | |
| "CASQ2", | |
| "ANKS1A", | |
| "ACAT1", | |
| "POU4F1", | |
| "PGLYRP4", | |
| "RSPH10B2", | |
| "C5orf46", | |
| "S100Z", | |
| "PPEF2", | |
| "OR9G4", | |
| "KRTAP4-11", | |
| "LINC00305", | |
| "CLEC2A", | |
| "TPH2", | |
| "CD276", | |
| "GLYATL2", | |
| "PCDH19", | |
| "COL15A1", | |
| "ASIC2", | |
| "PKD2L2", | |
| "ADAM15", | |
| "LINC03042", | |
| "EDN2", | |
| "ANKRD55", | |
| "CACNA1F", | |
| "ABCG2", | |
| "EEPD1", | |
| "IRX3", | |
| "IGLL3P", | |
| "CDH15", | |
| "AGPAT4-IT1", | |
| "HCRTR2", | |
| "CAPN11", | |
| "ADCYAP1R1", | |
| "H2AC15", | |
| "SKINT1L", | |
| "LINC01550", | |
| "CCL2", | |
| "DHRS7C", | |
| "TP53TG5", | |
| "APOLD1", | |
| "PSEN2", | |
| "ADCY6", | |
| "OR2W1", | |
| "IL17D", | |
| "CA4", | |
| "APLN", | |
| "ABCC9", | |
| "LRRC74A", | |
| "FAM234B", | |
| "PWRN1", | |
| "ACADS", | |
| "OR4F17", | |
| "GALNT15", | |
| "ANKRD40CL", | |
| "ANKRD34A", | |
| "AMPD1", | |
| "SYT10", | |
| "ARGFX", | |
| "GAS2", | |
| "DLEU1", | |
| "DPRXP4", | |
| "ADGRB3", | |
| "ARRDC5", | |
| "GNAO1-AS1", | |
| "GOLGA8IP", | |
| "OR4F6", | |
| "ANLN", | |
| "KRTAP17-1", | |
| "FAM163A", | |
| "TDRD1", | |
| "PCDHA2", | |
| "KIR2DL1", | |
| "DEFA4", | |
| "SPATA32", | |
| "LINC01553", | |
| "GNG8", | |
| "AGBL4", | |
| "SHOX", | |
| "OPN1MW", | |
| "IL20RB", | |
| "FAM163B", | |
| "H3C4", | |
| "ADORA1", | |
| "ACAA2", | |
| "ECEL1", | |
| "VSTM5", | |
| "MARCHF11", | |
| "AKT1", | |
| "TTC32", | |
| "MSH4", | |
| "TEX38", | |
| "C9orf163", | |
| "C6orf132", | |
| "AK5", | |
| "CELA1", | |
| "MS4A5", | |
| "SSBP1", | |
| "CCDC102B", | |
| "TMEM121B", | |
| "MAG", | |
| "TCEAL7", | |
| "TGIF1", | |
| "ABCA6", | |
| "SLC27A6", | |
| "PIP5K1P1", | |
| "OR6C1", | |
| "CP", | |
| "OR10A3", | |
| "ABCA8", | |
| "SOX2-OT", | |
| "SNORA84", | |
| "KRTAP2-2", | |
| "FLACC1", | |
| "ABCC1", | |
| "KRT27", | |
| "PRSS35", | |
| "NUP210L", | |
| "OR52J3", | |
| "B3GAT2", | |
| "ODF4", | |
| "KRT36", | |
| "RBP7", | |
| "TMC2", | |
| "HTN3", | |
| "KRTAP9-4", | |
| "SEC14L3", | |
| "ACOT13", | |
| "CHRND", | |
| "CACNA1C", | |
| "PCYT1B", | |
| "ACOXL", | |
| "CD207", | |
| "SPATA12", | |
| "VWC2L", | |
| "SNTN", | |
| "OR4F5", | |
| "AIFM2", | |
| "DIS3", | |
| "PLIN5", | |
| "CLEC18A", | |
| "IGSF11", | |
| "C9orf57", | |
| "OR6N1", | |
| "FOXR1", | |
| "BRS3", | |
| "NUDCD3", | |
| "ABCA1", | |
| "AATF", | |
| "ACBD5", | |
| "ADGRG4", | |
| "BORCS6", | |
| "MGAT4C", | |
| "KRTAP1-1", | |
| "CASC2", | |
| "IFNA8", | |
| "TBXA2R", | |
| "KCNH7", | |
| "ABHD5", | |
| "DIP2C-AS1", | |
| "PRSS42P", | |
| "LRTOMT", | |
| "C8orf44", | |
| "AQP3", | |
| "ALKBH4", | |
| "CDS1", | |
| "FLJ30679", | |
| "OR5AK2", | |
| "ADGRB2", | |
| "LINC00852", | |
| "OR52I2", | |
| "LRRC18", | |
| "MYOT", | |
| "ANAPC10", | |
| "NXPE4", | |
| "USP17L2", | |
| "QSOX1", | |
| "CCDC60", | |
| "ANO1", | |
| "STAR", | |
| "APPL2", | |
| "ASIC3", | |
| "DELEC1", | |
| "ABHD15", | |
| "C2orf49", | |
| "CYP17A1", | |
| "ELFN2", | |
| "ZNF558", | |
| "TBC1D3H", | |
| "LINGO4", | |
| "TERB1", | |
| "C3orf36", | |
| "P2RX2", | |
| "AKNA", | |
| "OCM2", | |
| "STON1-GTF2A1L", | |
| "CDKN2A", | |
| "NTN5", | |
| "PPP1R3C", | |
| "FLJ13224", | |
| "CAV3", | |
| "AQP8", | |
| "AASDH", | |
| "BTN2A3P", | |
| "OR10A6", | |
| "SPRR2C", | |
| "DAZ3", | |
| "LOC441666", | |
| "C10orf71", | |
| "DRICH1", | |
| "CALY", | |
| "NRXN1", | |
| "ARTN", | |
| "ADAMTSL3", | |
| "ACSL3", | |
| "LSMEM1", | |
| "KDM4E", | |
| "RPL13AP17", | |
| "C16orf82", | |
| "TAS2R10", | |
| "PNOC", | |
| "COBL", | |
| "AHSA2P", | |
| "RHOXF1", | |
| "ULK4P2", | |
| "ASAP1-IT1", | |
| "ABCC2", | |
| "CLCF1", | |
| "ENPEP", | |
| "ADRA1A", | |
| "HSP90AB2P", | |
| "UPK3B", | |
| "TEX12", | |
| "PCDHB19P", | |
| "LHX6", | |
| "TRIM77", | |
| "CASTOR1", | |
| "MTURN", | |
| "SLC35G6", | |
| "SIX4", | |
| "TMEM200B", | |
| "AASS", | |
| "MMP8", | |
| "USP35", | |
| "ABCB11", | |
| "LRCH2", | |
| "HTR6", | |
| "TOB2", | |
| "PPP1R2P1", | |
| "CHRD", | |
| "LINC00526", | |
| "SRF", | |
| "THAP12", | |
| "EPB41L4A", | |
| "TREML1", | |
| "MS4A3", | |
| "BACE2", | |
| "IRX1", | |
| "BMPR1B", | |
| "SLC26A9", | |
| "CARF", | |
| "FGGY", | |
| "APEX2", | |
| "ZAR1", | |
| "SPINK8", | |
| "MYLK4", | |
| "COL20A1", | |
| "FAM138B", | |
| "MED10", | |
| "TEKT5", | |
| "CGB5", | |
| "CFAP47", | |
| "AFAP1L2", | |
| "APP", | |
| "FDXR", | |
| "SCGB1C1", | |
| "ACLY", | |
| "OR4A15", | |
| "KIAA0319", | |
| "CT47A11", | |
| "TULP1", | |
| "ADORA3", | |
| "IL1A", | |
| "CLK4", | |
| "NOTCH2NLB", | |
| "DEFB1", | |
| "ERAS", | |
| "KRTAP27-1", | |
| "STATH", | |
| "APOBEC4", | |
| "DEFB135", | |
| "OR6K3", | |
| "CA9", | |
| "SNORA2B", | |
| "VSIG10L", | |
| "CHRNA1", | |
| "RASSF10", | |
| "ANKS3", | |
| "FNDC7", | |
| "CTXN2", | |
| "R3HDML", | |
| "GPR156", | |
| "FHIP1B", | |
| "EDA2R", | |
| "HCG22", | |
| "C1orf146", | |
| "FGF4", | |
| "GSG1L", | |
| "SLC39A12", | |
| "SYCE3", | |
| "PODNL1", | |
| "FAM238C", | |
| "DEFB119", | |
| "CCR9", | |
| "ARIH2OS", | |
| "CASTOR2", | |
| "CBLB", | |
| "APOBEC3H", | |
| "BIRC5", | |
| "NLRP11", | |
| "IL5", | |
| "NPB", | |
| "PFN2", | |
| "AMHR2", | |
| "GLT1D1", | |
| "GLT6D1", | |
| "C12orf54", | |
| "PTTG2", | |
| "ACP5", | |
| "TREX2", | |
| "KLF17", | |
| "CALN1", | |
| "MDS2", | |
| "PISRT1", | |
| "PTPN5", | |
| "ZNF846", | |
| "C9orf50", | |
| "DDR1", | |
| "HDAC3", | |
| "TEX55", | |
| "ZDHHC11", | |
| "RAET1E", | |
| "OR3A2", | |
| "GOLGA2P3Y", | |
| "NT5C1B", | |
| "DUSP15", | |
| "CHRNB4", | |
| "PRAMEF20", | |
| "SLC38A8", | |
| "EDDM3A", | |
| "GARIN5B", | |
| "KCNK16", | |
| "PATE2", | |
| "S1PR5", | |
| "ARSF", | |
| "MYOM3", | |
| "NCR1", | |
| "RAB9B", | |
| "BEST4", | |
| "DSCR9", | |
| "ZNF121", | |
| "OR9A4", | |
| "CCDC125", | |
| "DNAH1", | |
| "H2AC4", | |
| "AAGAB", | |
| "KCNJ13", | |
| "ADAMTSL1", | |
| "BEND4", | |
| "CEACAM8", | |
| "FOXD4L5", | |
| "LCN1", | |
| "ADH7", | |
| "OR4D9", | |
| "ZFAND2A", | |
| "ZNF785", | |
| "LOC644936", | |
| "CIB3", | |
| "MYOZ2", | |
| "ABCB9", | |
| "AQP1", | |
| "CD109", | |
| "PNLIPRP3", | |
| "TAF1B", | |
| "MAPK15", | |
| "ENTPD6", | |
| "ADGRL2", | |
| "NXPE2", | |
| "RPS2P32", | |
| "CD1C", | |
| "PROK1", | |
| "SERHL", | |
| "KRTAP10-12", | |
| "GSTT1", | |
| "MBL1P", | |
| "ALDH1B1", | |
| "CADM2", | |
| "ZNF543", | |
| "DUSP29", | |
| "SLURP1", | |
| "SERHL2", | |
| "APLP2", | |
| "OR51F2", | |
| "KRBOX4", | |
| "ARNT2", | |
| "NUDT9P1", | |
| "ASMTL-AS1", | |
| "IZUMO1R", | |
| "SOST", | |
| "HERPUD2", | |
| "CHRFAM7A", | |
| "GORASP1", | |
| "CCL23", | |
| "FABP3", | |
| "RNF135", | |
| "ULK1", | |
| "OR4K2", | |
| "KRTAP4-9", | |
| "KRT76", | |
| "USP29", | |
| "OR10G3", | |
| "RDH10", | |
| "ICAM2", | |
| "RAB41", | |
| "STK33", | |
| "GOLGA7B", | |
| "PSG8", | |
| "KRT72", | |
| "NCAN", | |
| "ACAA1", | |
| "CIART", | |
| "C7orf25", | |
| "PLLP", | |
| "RTL1", | |
| "DRGX", | |
| "HFM1", | |
| "SPATA31G1", | |
| "THBS4", | |
| "DBNDD1", | |
| "ZNF408", | |
| "ALAS2", | |
| "ANGPTL4", | |
| "FAM225B", | |
| "PDZD9", | |
| "HSP90AB4P", | |
| "AMOTL2", | |
| "SLC9A9", | |
| "ASB17", | |
| "KCNC4", | |
| "MROH9", | |
| "ADAMTSL2", | |
| "OR5E1P", | |
| "SNORD1C", | |
| "OR8K5", | |
| "HTR3D", | |
| "AXL", | |
| "AKIRIN1", | |
| "BBC3", | |
| "ANO2", | |
| "PLEKHB1", | |
| "KIR3DX1", | |
| "WASF3", | |
| "DNM1", | |
| "AGO2", | |
| "ALG1L1P", | |
| "SDC4P", | |
| "FOXD4L3", | |
| "CRISP1", | |
| "PPP1R17", | |
| "SCIN", | |
| "TACR2", | |
| "INSYN2B", | |
| "ENDOU", | |
| "ATAD3C", | |
| "ACSBG2", | |
| "FABP2", | |
| "ZNF727", | |
| "SLC14A1", | |
| "CD177", | |
| "NOS1", | |
| "HIGD2B", | |
| "HOXA7", | |
| "SNORD115-7", | |
| "DCP1B", | |
| "ATP13A4", | |
| "LACRT", | |
| "TMEM217", | |
| "HAR1B", | |
| "ZBTB16", | |
| "AK3", | |
| "MMP9", | |
| "VAV2", | |
| "ASPG", | |
| "KIAA0087", | |
| "TMEM63B", | |
| "BCL2L10", | |
| "TNFSF12", | |
| "DPAGT1", | |
| "AGBL1", | |
| "GFI1B", | |
| "HDHD2", | |
| "PITPNM2", | |
| "EEF1AKMT2", | |
| "SPINK13", | |
| "AGBL5", | |
| "ARHGAP29", | |
| "ECM1", | |
| "FAM199X", | |
| "AQP5", | |
| "DCDC2", | |
| "MTG2", | |
| "XG", | |
| "CPSF4L", | |
| "ADAMTS19", | |
| "THUMPD2", | |
| "CALML3", | |
| "RFPL1", | |
| "TRPS1", | |
| "OR51F1", | |
| "IFITM4P", | |
| "RETN", | |
| "TULP2", | |
| "SCARNA9", | |
| "CDH20", | |
| "EPX", | |
| "VRTN", | |
| "ASS1", | |
| "MRPL42P5", | |
| "SERPINE3", | |
| "CHODL-AS1", | |
| "REG1CP", | |
| "SHANK1", | |
| "PPARA", | |
| "FER", | |
| "PP2D1", | |
| "CATSPERG", | |
| "GAB4", | |
| "ATP4B", | |
| "FLVCR1-DT", | |
| "PRDM7", | |
| "B4GALNT1", | |
| "CARD14", | |
| "AKAP8L", | |
| "MRI1", | |
| "RPA4", | |
| "OR2T8", | |
| "MATN4", | |
| "NUTM2G", | |
| "GJB7", | |
| "BMPER", | |
| "SPRR4", | |
| "SPMAP2", | |
| "CMTM7", | |
| "C8orf33", | |
| "CHGB", | |
| "CNTN5", | |
| "BEX5", | |
| "H2BC3", | |
| "KCNJ6", | |
| "GPR21", | |
| "PROZ", | |
| "FRAS1", | |
| "OR6V1", | |
| "SRY", | |
| "LRATD1", | |
| "EDARADD", | |
| "ADAMTS2", | |
| "PPY", | |
| "RMRP", | |
| "TM4SF19", | |
| "ABHD14B", | |
| "PNLIPRP2", | |
| "LRRCC1", | |
| "OR2Z1", | |
| "KRT6B", | |
| "CST9", | |
| "MAPKAPK3", | |
| "DEFA1B", | |
| "TP53I3", | |
| "VIPAS39", | |
| "OR52B4", | |
| "OAT", | |
| "CCDC136", | |
| "SLC52A1", | |
| "LINC00574", | |
| "AACS", | |
| "CHIA", | |
| "OGDH", | |
| "OR2L1P", | |
| "NRCAM", | |
| "WNT9B", | |
| "SCN4A", | |
| "SLC49A3", | |
| "F10", | |
| "OTOP2", | |
| "MSH3", | |
| "ADCK2", | |
| "NDUFB4", | |
| "PABPN1L", | |
| "HES5", | |
| "CCL19", | |
| "CCK", | |
| "SLC18A2", | |
| "MUC4", | |
| "RPS27", | |
| "ZNF683", | |
| "KRTAP10-3", | |
| "ECM2", | |
| "GPR15", | |
| "MOGAT3", | |
| "NAA30", | |
| "OR8D4", | |
| "ARL4C", | |
| "RANBP17", | |
| "RPL21P44", | |
| "ASCC1", | |
| "NELFCD", | |
| "CARMIL3", | |
| "CDKL3", | |
| "EIF5A2", | |
| "ZNF583", | |
| "SDHAP1", | |
| "HULC", | |
| "ASZ1", | |
| "TBC1D3G", | |
| "PIEZO2", | |
| "OR6S1", | |
| "AMH", | |
| "FAM169A", | |
| "SLED1", | |
| "CC2D2B", | |
| "TBC1D1", | |
| "CD300LD", | |
| "BASP1", | |
| "CHIC2", | |
| "NKX6-2", | |
| "PRAMEF17", | |
| "PXDNL", | |
| "RAET1L", | |
| "H4C2", | |
| "NFS1", | |
| "NOL10", | |
| "CRACR2A", | |
| "GRIK1-AS1", | |
| "PSG4", | |
| "EVC", | |
| "STK31", | |
| "VAMP1", | |
| "SNORA62", | |
| "OR4D1", | |
| "CLECL1P", | |
| "BLOC1S4", | |
| "RPS15AP10", | |
| "C22orf42", | |
| "PTCHD4", | |
| "OSTCP1", | |
| "CLGN", | |
| "ANKZF1", | |
| "MCTS2", | |
| "SPINK1", | |
| "SPATA31J1", | |
| "ANKS1B", | |
| "SMAD7" | |
| ], | |
| "Coefficient": [ | |
| 0.036633137465550775, | |
| 0.030323967185519, | |
| -0.02959102900673408, | |
| -0.026810856690908907, | |
| 0.021326967766841703, | |
| -0.020788544479438734, | |
| -0.018998735760368878, | |
| 0.018933900451477127, | |
| 0.018657510028821662, | |
| 0.017884153029183388, | |
| 0.015451522360788223, | |
| -0.014793338486368652, | |
| -0.01452405609289358, | |
| -0.013713478803695223, | |
| 0.013687674338482324, | |
| -0.013574647368062654, | |
| -0.013492762236915425, | |
| 0.012764860133574241, | |
| 0.011796534730155307, | |
| -0.011412692925697169, | |
| 0.011205131763885759, | |
| 0.01119440742284784, | |
| -0.011160780072445775, | |
| -0.01106142112128194, | |
| -0.01089721247210693, | |
| 0.010822185949287001, | |
| -0.010362312589772174, | |
| -0.010142998676926218, | |
| -0.010023012882021986, | |
| -0.009849660540746975, | |
| -0.009674197210442657, | |
| 0.009630077942877242, | |
| 0.009616940697640936, | |
| 0.009615760966072306, | |
| 0.009540405371287553, | |
| 0.009514561262763415, | |
| 0.009330869115004504, | |
| -0.00932836927269259, | |
| 0.009288390889147733, | |
| -0.009041916088052698, | |
| 0.008700232067622108, | |
| 0.008511026093579174, | |
| -0.008493296653009158, | |
| -0.008363985070586466, | |
| -0.008334797395251562, | |
| 0.008234435167459666, | |
| 0.008229236753376381, | |
| -0.008217150329497254, | |
| -0.008170242843689593, | |
| -0.008017948123923648, | |
| -0.007978815626189413, | |
| -0.007976897454258777, | |
| -0.00784328429761435, | |
| -0.007798085649269978, | |
| 0.007683596794028791, | |
| -0.007532650753401915, | |
| 0.007484474375420189, | |
| -0.007431806049131241, | |
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| -9.874785733329868e-08 | |
| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 98.57142857142857, | |
| "precision": 99.71428571428571, | |
| "recall": 98.65427185427185, | |
| "f1": 99.17892876418223 | |
| }, | |
| "selection": { | |
| "precision": 0.10215321807137061, | |
| "recall": 4.999999999999999, | |
| "f1": 0.20020721223989474, | |
| "jaccard": 0.10027125386428822 | |
| } | |
| } | |
| } |