| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AMN", | |
| "tAKR", | |
| "C14orf180", | |
| "C9orf128", | |
| "FAM83A", | |
| "COX6A2", | |
| "CCBL2", | |
| "NLRP9", | |
| "BID", | |
| "GPX6", | |
| "PNMT", | |
| "POU4F3", | |
| "PLA2G1B", | |
| "ASTL", | |
| "GTF2IRD2B", | |
| "PCDHGB1", | |
| "USP17L6P", | |
| "C12orf71", | |
| "IFITM4P", | |
| "RHBG", | |
| "SPATA16", | |
| "OR2T29", | |
| "C10orf71", | |
| "KLRF1", | |
| "SNORA75", | |
| "MT1B", | |
| "GP6", | |
| "OR2T4", | |
| "ERAP1", | |
| "SP9", | |
| "EFHB", | |
| "LOC401463", | |
| "OR6K2", | |
| "IL13RA2", | |
| "NHEDC1", | |
| "NCRNA00111", | |
| "LOC148709", | |
| "DHRS4L2", | |
| "MT4", | |
| "KRTAP10-6", | |
| "MRGPRF", | |
| "POM121L2", | |
| "BCYRN1", | |
| "KRT76", | |
| "ACP1", | |
| "SLC1A5", | |
| "OR4D2", | |
| "SNORD9", | |
| "TMEM14E", | |
| "SDHAP2", | |
| "NEDD4", | |
| "PPP1R15B", | |
| "FLJ34503", | |
| "FAM169B", | |
| "PCDHA12", | |
| "LELP1", | |
| "GCG", | |
| "LOC29034", | |
| "HBG2", | |
| "KRTAP13-4", | |
| "DAZ1", | |
| "PCDHGB7", | |
| "TUFT1", | |
| "CLDN3", | |
| "OR10W1", | |
| "RNF113B", | |
| "TRIM32", | |
| "DEFB110", | |
| "CES4", | |
| "C13orf39", | |
| "CPAMD8", | |
| "S100A7", | |
| "IL23R", | |
| "SNHG4", | |
| "LOC100192426", | |
| "MGLL", | |
| "C1QTNF9", | |
| "PRICKLE1", | |
| "FCRL2", | |
| "MMACHC", | |
| "TULP2", | |
| "OR6T1", | |
| "EIF3M", | |
| "NHEDC2", | |
| "AMZ2P1", | |
| "PCDHB8", | |
| "TRH", | |
| "OR13D1", | |
| "MC3R", | |
| "HEPACAM2", | |
| "GJA10", | |
| "HOXB1", | |
| "SNORA31", | |
| "OBP2A", | |
| "GSTZ1", | |
| "FMO2", | |
| "OR6B1", | |
| "HIST1H3H", | |
| "ADAM18", | |
| "C14orf39", | |
| "CLDN8", | |
| "NPB", | |
| "FLJ40434", | |
| "UTS2D", | |
| "LOC285627", | |
| "USP17L2", | |
| "NOMO2", | |
| "TRIM31", | |
| "SIX6", | |
| "MRGPRD", | |
| "PRSS33", | |
| "FBXO47", | |
| "INSL4", | |
| "TMEM105", | |
| "CCDC58", | |
| "CHMP1A", | |
| "USP26", | |
| "PCDHA7", | |
| "RWDD2B", | |
| "PI4KAP2", | |
| "SLC22A16", | |
| "RPL29P2", | |
| "CT47A9", | |
| "DEFB129", | |
| "SENP5", | |
| "WFDC6", | |
| "OR10H4", | |
| "CES7", | |
| "KRTAP6-2", | |
| "EEF1E1", | |
| "RARG", | |
| "OR52B2", | |
| "NPC1L1", | |
| "C8orf39", | |
| "EXOSC6", | |
| "TMED6", | |
| "FHIT", | |
| "C6orf222", | |
| "NFKBID", | |
| "C11orf64", | |
| "CGB8", | |
| "C4orf35", | |
| "MAS1", | |
| "OR10H3", | |
| "TMPRSS4", | |
| "OR2AG2", | |
| "RDH8", | |
| "LOC653501", | |
| "PRINS", | |
| "LOC285593", | |
| "KRTAP10-8", | |
| "OR9Q2", | |
| "HBA1", | |
| "FLJ43950", | |
| "FAM66E", | |
| "HIST1H2AK", | |
| "PRG1", | |
| "SI", | |
| "PCDHGB4", | |
| "OR51G1", | |
| "NCRNA00169", | |
| "LRRC31", | |
| "NINL", | |
| "IL26", | |
| "C1QTNF3", | |
| "BANF2", | |
| "SLC5A5", | |
| "OR7E91P", | |
| "SLC6A19", | |
| "C20orf79", | |
| "OR2V2", | |
| "OR4F17", | |
| "TMEM30C", | |
| "PCDHA2", | |
| "STARD6", | |
| "INTU", | |
| "C11orf34", | |
| "ALS2CR11", | |
| "PAGE2", | |
| "CAGE1", | |
| "SEL1L3", | |
| "TMEM225", | |
| "LOC91948", | |
| "TMEM95", | |
| "LYPD1", | |
| "KRTAP6-3", | |
| "OCM2", | |
| "OR7C1", | |
| "PISRT1", | |
| "LOC284661", | |
| "WIT1", | |
| "PCDHA13", | |
| "ANO2", | |
| "SPACA4", | |
| "OR8B2", | |
| "ANKRD45", | |
| "DEFB134", | |
| "C15orf43", | |
| "PCDHB4", | |
| "C17orf88", | |
| "GOT1L1", | |
| "OR4S1", | |
| "MEP1A", | |
| "OR7G2", | |
| "POLR2J2", | |
| "CCDC125", | |
| "GPR111", | |
| "CCL28", | |
| "SGPP2", | |
| "ABCC4", | |
| "SLC5A8", | |
| "OR6V1", | |
| "ERVFRDE1", | |
| "PIP5K1P1", | |
| "SBSN", | |
| "FAM86D", | |
| "ACPT", | |
| "CLEC12B", | |
| "PPY2", | |
| "SH3D19", | |
| "TRPA1", | |
| "HAL", | |
| "C14orf109", | |
| "SNAR-D", | |
| "FAM71B", | |
| "CEP76", | |
| "SLITRK4", | |
| "FXN", | |
| "C14orf165", | |
| "KRTAP19-1", | |
| "IFT74", | |
| "PRAMEF8", | |
| "TRIM42", | |
| "NCRNA00203", | |
| "UBA1", | |
| "LOC100286793", | |
| "CCDC144NL", | |
| "PRSS37", | |
| "OOEP", | |
| "RNF126P1", | |
| "BPY2", | |
| "?|728603", | |
| "ZNF492", | |
| "CYB5A", | |
| "CWC25", | |
| "ACCSL", | |
| "PKD2L2", | |
| "WHAMML1", | |
| "CCT8L2", | |
| "LOC401010", | |
| "CDKL4", | |
| "ZACN", | |
| "TREX2", | |
| "PTH2", | |
| "KRTAP19-4", | |
| "RNASE7", | |
| "TAS2R43", | |
| "FAM25B", | |
| "CCR9", | |
| "PPEF2", | |
| "HDAC8", | |
| "CTSG", | |
| "TSPAN19", | |
| "CYP1A2", | |
| "LCE3C", | |
| "EIF4E2", | |
| "VENTXP1", | |
| "HAUS6", | |
| "DDX11", | |
| "ELOVL7", | |
| "TUBB8", | |
| "OR1K1", | |
| "GDEP", | |
| "GTF2H2", | |
| "ANKHD1", | |
| "PAX1", | |
| "SLC22A24", | |
| "MDM2", | |
| "AKAP4", | |
| "C11orf40", | |
| "LCE6A", | |
| "OR13A1", | |
| "OR2A2", | |
| "KRT8", | |
| "C20orf173", | |
| "OR14J1", | |
| "OR51B6", | |
| "SLC5A1", | |
| "DEFB109P1B", | |
| "FABP2", | |
| "WDR53", | |
| "ZNF595", | |
| "IFNE", | |
| "PRR23B", | |
| "PRAMEF1", | |
| "SLC22A12", | |
| "GLRA4", | |
| "ADAMTSL5", | |
| "HSD3B1", | |
| "LOC340074", | |
| "C15orf5", | |
| "MEP1B", | |
| "ADIPOQ", | |
| "SCGB3A1", | |
| "PSG8", | |
| "UBE2NL", | |
| "NLRC3", | |
| "MLNR", | |
| "C4orf11", | |
| "CSTL1", | |
| "CLDN18", | |
| "ALX1", | |
| "OR5B21", | |
| "UBQLN3", | |
| "TAS2R41", | |
| "C9orf66", | |
| "CLPS", | |
| "RBP5", | |
| "ADH6", | |
| "OR10J1", | |
| "ALPP", | |
| "IGFL1", | |
| "OR1S2", | |
| "LSM6", | |
| "KRTAP5-6", | |
| "RNF5P1", | |
| "GP9", | |
| "LDHC", | |
| "FAM151A", | |
| "OR10G2", | |
| "FAM47A", | |
| "LOC652276", | |
| "C8orf84", | |
| "GNA14", | |
| "SPINK2", | |
| "NLRP11", | |
| "C8orf74", | |
| "GALK2", | |
| "OR2L2", | |
| "C19orf71", | |
| "FAM136B", | |
| "LOC285074", | |
| "TTTY9B", | |
| "PLCZ1", | |
| "ALPI", | |
| "KIR2DL1", | |
| "HAND1", | |
| "TTLL8", | |
| "CYP51A1", | |
| "C12orf23", | |
| "APOA2", | |
| "BRD7P3", | |
| "KERA", | |
| "CYP24A1", | |
| "NARF", | |
| "F2", | |
| "TOX2", | |
| "ACER1", | |
| "TMCO5A", | |
| "OR1M1", | |
| "IL21", | |
| "OR2L8", | |
| "GBP3", | |
| "OR51V1", | |
| "AICDA", | |
| "KBTBD5", | |
| "FANCF", | |
| "C14orf178", | |
| "SCARNA9", | |
| "FMR1NB", | |
| "CSRP2", | |
| "RPL9", | |
| "OR1B1", | |
| "TRIM64", | |
| "METTL11B", | |
| "SLC7A5P1", | |
| "SNHG8", | |
| "FTSJ3", | |
| "CARD10", | |
| "CXorf30", | |
| "CST4", | |
| "SPANXN3", | |
| "SPDYE5", | |
| "OR4D11", | |
| "JUP", | |
| "OR52N2", | |
| "ALOX15B", | |
| "FFAR3", | |
| "MRGPRG", | |
| "KRTAP20-4", | |
| "SPRR2C", | |
| "SLC35F4", | |
| "TMEM81", | |
| "LOC100132354", | |
| "NBPF6", | |
| "LCE2C", | |
| "LOC93432", | |
| "CCDC89", | |
| "TCP10", | |
| "NR4A3", | |
| "C11orf21", | |
| "C1orf170", | |
| "MCOLN3", | |
| "GRK7", | |
| "F11", | |
| "?|26823", | |
| "ASB18", | |
| "PXMP4", | |
| "SNTN", | |
| "ENAM", | |
| "MC5R", | |
| "C1orf49", | |
| "CRCT1", | |
| "KLF8", | |
| "C1orf227", | |
| "CRYBA1", | |
| "KCNH2", | |
| "FAM48B2", | |
| "FAM182B", | |
| "TIMP2", | |
| "LOC727677", | |
| "LOC644145", | |
| "OSTCL", | |
| "CST9L", | |
| "DDC", | |
| "LCE2D", | |
| "OR5K1", | |
| "LOC642929", | |
| "OR52J3", | |
| "LGALS12", | |
| "SLC22A8", | |
| "NUDT12", | |
| "CRISP1", | |
| "OPN1LW", | |
| "VENTXP7", | |
| "SNX10", | |
| "IFNA8", | |
| "SLC34A1", | |
| "KRTAP3-1", | |
| "HMGN3", | |
| "ZNHIT2", | |
| "TSPY1", | |
| "CLCNKB", | |
| "RPL23AP64", | |
| "DEFB115", | |
| "CCDC63", | |
| "LOC344967", | |
| "CCDC79", | |
| "NOX5", | |
| "NPVF", | |
| "TRIM77", | |
| "FOXN1", | |
| "ARL17A", | |
| "PAX9", | |
| "LOC388946", | |
| "LYZL1", | |
| "STAG3L2", | |
| "OR1Q1", | |
| "ZNF560", | |
| "GOLGA8DP", | |
| "DCAF8L1", | |
| "SUN5", | |
| "KRT82", | |
| "C9orf57", | |
| "SNORA39", | |
| "SPACA1", | |
| "OR11H12", | |
| "KRT37", | |
| "LGALS4", | |
| "SVEP1", | |
| "FAM58B", | |
| "RP1", | |
| "MAGEE2", | |
| "C20orf191", | |
| "COX6B2", | |
| "DNAH12", | |
| "FAM83C", | |
| "SLC16A14", | |
| "RTL1", | |
| "MFF", | |
| "PEX5", | |
| "CWH43", | |
| "TMPRSS2", | |
| "IL17F", | |
| "PNLDC1", | |
| "OR52E6", | |
| "DMRTC2", | |
| "SNORA47", | |
| "PRR5", | |
| "EGOT", | |
| "SAG", | |
| "ACSM4", | |
| "EML6", | |
| "KRT20", | |
| "IGFL2", | |
| "ZP2", | |
| "RIBC2", | |
| "CST8", | |
| "METT5D1", | |
| "CCDC158", | |
| "SNX32", | |
| "SMR3A", | |
| "INSL6", | |
| "CSPG4PY2", | |
| "ZNF280D", | |
| "CCL16", | |
| "TEKT4", | |
| "REG1P", | |
| "CCDC155", | |
| "MGC15885", | |
| "C4orf19", | |
| "TMIGD1", | |
| "B3GNT6", | |
| "OXNAD1", | |
| "TSNAX-DISC1", | |
| "COL22A1", | |
| "DCUN1D4", | |
| "C18orf2", | |
| "MOV10L1", | |
| "CLECL1", | |
| "C6orf176", | |
| "ASZ1", | |
| "OR10G4", | |
| "C21orf94", | |
| "SLC15A1", | |
| "C6orf201", | |
| "PLAC1L", | |
| "OR3A2", | |
| "MS4A13", | |
| "LOC221122", | |
| "FAM75A6", | |
| "MYLK3", | |
| "PCDH8", | |
| "TMEM82", | |
| "C16orf81", | |
| "H2BFWT", | |
| "KCNJ14", | |
| "TBC1D21", | |
| "PRY2", | |
| "SLCO1B3", | |
| "LAIR2", | |
| "DUSP21", | |
| "SDC4P", | |
| "C6orf221", | |
| "CD8B", | |
| "CENPV", | |
| "PRDM14", | |
| "CT45A4", | |
| "FNDC4", | |
| "FMNL3", | |
| "TTTY23", | |
| "C6orf162", | |
| "OR8J1", | |
| "ABRA", | |
| "IRX1", | |
| "KLHL38", | |
| "PLA2G4D", | |
| "CRYGB", | |
| "OR8U1", | |
| "TMC5", | |
| "MAGEA5", | |
| "PRKAB1", | |
| "GAGE4", | |
| "NPPC", | |
| "HIST1H2AA", | |
| "FSHR", | |
| "LOC389033", | |
| "GPR119", | |
| "FEZ2", | |
| "KCNH4", | |
| "TUBA4B", | |
| "PRODH2", | |
| "TPRX1", | |
| "CPNE8", | |
| "SLC28A2", | |
| "CHRNB3", | |
| "C17orf54", | |
| "TTLL10", | |
| "IFNA5", | |
| "C2orf27B", | |
| "CXorf27", | |
| "PCDHB7", | |
| "TSPY2", | |
| "OR10G9", | |
| "GPR133", | |
| "FRMD1", | |
| "SERHL", | |
| "IGSF11", | |
| "SERPINB4", | |
| "DAB1", | |
| "C13orf28", | |
| "FGF10", | |
| "ODF4", | |
| "SERPINA10", | |
| "APOD", | |
| "OR51F1", | |
| "REG3A", | |
| "WEE2", | |
| "CLRN2", | |
| "PLA2G2C", | |
| "AMAC1", | |
| "OR2B3", | |
| "RPS28", | |
| "KRTAP1-1", | |
| "SLC10A6", | |
| "MRGPRX3", | |
| "C3orf48", | |
| "GATA1", | |
| "HPVC1", | |
| "RPS27", | |
| "FAM99A", | |
| "CERK", | |
| "DCP1B", | |
| "OR4K17", | |
| "OR6C3", | |
| "CFHR5", | |
| "LOC100134259", | |
| "FAM109A", | |
| "CXorf48", | |
| "ZNF174", | |
| "CDRT15", | |
| "JAM3", | |
| "CTRB1", | |
| "PRR4", | |
| "KCNU1", | |
| "ZNF280A", | |
| "CATSPER3", | |
| "ZNF645", | |
| "S100A7L2", | |
| "SLC16A13", | |
| "HYLS1", | |
| "IFFO2", | |
| "STYX", | |
| "FAM47B", | |
| "EPB42", | |
| "FOXQ1", | |
| "SSX6", | |
| "MS4A2", | |
| "UGT2B11", | |
| "C10orf27", | |
| "AQP10", | |
| "SNORD115-14", | |
| "SNAR-E", | |
| "ARG1", | |
| "PRL", | |
| "ATOH1", | |
| "MGC12916", | |
| "GRHL2", | |
| "SNAR-G2", | |
| "MAEL", | |
| "CRY1", | |
| "IL19", | |
| "LOC100130872", | |
| "SSX1", | |
| "KRTAP10-1", | |
| "CALCR", | |
| "KRTAP5-4", | |
| "HAUS3", | |
| "OR51T1", | |
| "LOC729668", | |
| "NR2F2", | |
| "OR13C5", | |
| "HSBP1L1", | |
| "OR52I1", | |
| "XRRA1", | |
| "PRB1", | |
| "HIGD2B", | |
| "OR4F29", | |
| "C15orf32", | |
| "ZC3HAV1L", | |
| "PGK2", | |
| "CPN1", | |
| "HARS2", | |
| "PRAMEF5", | |
| "IDO2", | |
| "PDE4D", | |
| "C6orf165", | |
| "DEFB104A", | |
| "SLC26A5", | |
| "OCLM", | |
| "PZP", | |
| "FUT11", | |
| "SNORD48", | |
| "TUSC1", | |
| "POM121", | |
| "PCDHGA3", | |
| "RNU5E", | |
| "UGT3A1", | |
| "OR2T27", | |
| "INTS3", | |
| "LCE3B", | |
| "SNORD52", | |
| "RNF17", | |
| "AMPD1", | |
| "KRT34", | |
| "TTTY17A", | |
| "PSKH2", | |
| "FAM162B", | |
| "SNORD115-20", | |
| "TMEM211", | |
| "SNORD114-9", | |
| "PPP4R1L", | |
| "CLCN1", | |
| "TAS2R7", | |
| "SNORD44", | |
| "LOC253039", | |
| "PCDHA8", | |
| "HBII-52-28", | |
| "TTTY3B", | |
| "C1orf180", | |
| "DEFB135", | |
| "SNORD50B", | |
| "NR2E3", | |
| "SNORD12B", | |
| "KRTAP23-1", | |
| "DEFB130", | |
| "SNORD114-6", | |
| "DEFB128", | |
| "SNORD91B", | |
| "SNORD121A", | |
| "SNORD51", | |
| "NOX1", | |
| "SNORD114-2", | |
| "SNORD99", | |
| "DEFB127", | |
| "SNORD42B", | |
| "TANC1", | |
| "FLJ45983", | |
| "SNORD60", | |
| "ZFAT", | |
| "SNORD88A", | |
| "CT47A11", | |
| "SNORD121B", | |
| "SNORD18B", | |
| "GLRA1", | |
| "PHOSPHO2", | |
| "LOC645166", | |
| "GAGE2B", | |
| "TAS2R39", | |
| "SNORD90", | |
| "SNAR-H", | |
| "GAGE12F", | |
| "TTTY12", | |
| "SNORD115-48", | |
| "SNORD116-16", | |
| "SNORD35A", | |
| "SERPINE3", | |
| "PRAMEF18", | |
| "SNORD92", | |
| "BEND2", | |
| "SNORD34", | |
| "SNORD45C", | |
| "SNORD96A", | |
| "SNORD56B", | |
| "SNORD29", | |
| "SNORD116-19", | |
| "LOC729375", | |
| "VTRNA1-3", | |
| "SNORD6", | |
| "CT47A10", | |
| "SNORD114-4", | |
| "GFRA4", | |
| "SNORD32A", | |
| "VTRNA1-2", | |
| "SNAR-A4", | |
| "SNORD49B", | |
| "SNORD28", | |
| "SNORD26", | |
| "KRTAP22-1", | |
| "SNORD114-7", | |
| "SNORD88C", | |
| "SNORD53", | |
| "SNORD113-5", | |
| "SNAR-A2", | |
| "?|317712", | |
| "DEFB107A", | |
| "SNORD116-2", | |
| "SNORA11C", | |
| "SNORD115-10", | |
| "SPINT4", | |
| "SNORD116-18", | |
| "DCDC2B", | |
| "SNORD116-8", | |
| "SNORD38A", | |
| "TXNDC8", | |
| "SNAR-I", | |
| "GAGE2E", | |
| "SNORD86", | |
| "PRR20B", | |
| "SNORD21", | |
| "RBMY3AP", | |
| "SNORD18A", | |
| "VTRNA1-1", | |
| "HBII-52-46", | |
| "SNORD37", | |
| "PLA2G2E", | |
| "SNORD116-10", | |
| "SNORD11B", | |
| "DEFB121", | |
| "SNORD113-9", | |
| "SNORD114-5", | |
| "SNORD2", | |
| "SNORD25", | |
| "SNORD47", | |
| "SNORD62A", | |
| "SNORD41", | |
| "SNORD20", | |
| "SNORD116-12", | |
| "SNORD115-6", | |
| "SNORD115-4", | |
| "SNORD109B", | |
| "HBII-52-45", | |
| "SNORD116-1", | |
| "TSSK2", | |
| "SNORD116-3", | |
| "SNORD69", | |
| "SNORD115-11", | |
| "SNORD113-2", | |
| "SNORD116-5", | |
| "SNORD113-7" | |
| ], | |
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| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
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| "recall": 2.021276595744681, | |
| "f1": 0.9575932024627931, | |
| "jaccard": 0.4821315201324275 | |
| } | |
| } | |
| } |