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output/regress/Kidney_Clear_Cell_Carcinoma/significant_genes_condition_Hypertension.json

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+{
+    "significant_genes": {
+        "Variable": [
+            "HYMAI",
+            "SMCO2",
+            "SMCO3",
+            "SNAI3",
+            "OR2D3",
+            "GALNT13",
+            "CTNND2",
+            "GLRA3",
+            "GRID1",
+            "PLPPR5",
+            "ZFP69",
+            "BMP4",
+            "STAC2",
+            "CLEC3A",
+            "AKR1C4",
+            "PHOX2B",
+            "MAG",
+            "EOGT",
+            "OR2L3",
+            "PLSCR5",
+            "SPATA1",
+            "RNF126P1",
+            "TG",
+            "FAM135B",
+            "MDK",
+            "SCARNA27",
+            "CPXCR1",
+            "CCDC69",
+            "LRRC27",
+            "DEPDC1B",
+            "PAAF1",
+            "PCDHGA6",
+            "DEFA1B",
+            "LGI1",
+            "HERC2P4",
+            "NEUROD4",
+            "TM2D2",
+            "HGC6.3",
+            "CALB2",
+            "FAM200C",
+            "NUP210L",
+            "DKKL1",
+            "SKIDA1",
+            "ZNF367",
+            "OR4F17",
+            "H4C12",
+            "LY6G6F",
+            "SCARNA21",
+            "BTNL3",
+            "OLIG3",
+            "MROH8",
+            "SLC4A10",
+            "SHC3",
+            "EVX1",
+            "BMP3",
+            "LINC02716",
+            "MAGEB4",
+            "SCARNA18",
+            "CENPV",
+            "GBP7",
+            "PRL",
+            "KRT37",
+            "COX8C",
+            "LECT2",
+            "GPAM",
+            "DDI1",
+            "HOXB4",
+            "OPN1MW",
+            "CCK",
+            "SNORA62",
+            "PCDHA3",
+            "DEFB132",
+            "GPR119",
+            "ATP1B4",
+            "B3GNT6",
+            "HSD17B2",
+            "LRRC25",
+            "DLX2",
+            "KRTAP19-6",
+            "OR51B5",
+            "ZFP91-CNTF",
+            "DEFB109B",
+            "IFNL3",
+            "CES5A",
+            "TMPRSS12",
+            "RPS4Y2",
+            "PCDHGA8",
+            "OR8U1",
+            "PRR34",
+            "TBR1",
+            "PRDM13",
+            "SYNDIG1L",
+            "OLIG1",
+            "OR2W1",
+            "CSN1S2AP",
+            "FRMPD1",
+            "GPX5",
+            "CCDC144NL",
+            "FLT3",
+            "OC90",
+            "OR6B2",
+            "ADAM18",
+            "KRTAP19-1",
+            "TNFSF18",
+            "XKRYP7",
+            "SNORA28",
+            "IFNA7",
+            "SNORA75",
+            "TFAMP1",
+            "HCG9",
+            "ABHD12B",
+            "ZAR1L",
+            "PTPN5",
+            "SPATA31C1",
+            "PMP2",
+            "IZUMO1R",
+            "CCL27",
+            "STAB2",
+            "ANKRD30BL",
+            "NR2F1",
+            "CAPN9",
+            "MAGIX",
+            "NSG2",
+            "CLEC12A",
+            "BHLHE22",
+            "USH1G",
+            "OR5T3",
+            "MAB21L2",
+            "LINC02903",
+            "OR7E156P",
+            "OTULINL",
+            "OPN5",
+            "OPN1LW",
+            "GNG8",
+            "OR2C1",
+            "CLRN2",
+            "HSD17B11",
+            "SOX3",
+            "PTHLH",
+            "CFAP100",
+            "H3C3",
+            "BCL11A",
+            "DDX11",
+            "OR5M9",
+            "SNORD89",
+            "SNORA78",
+            "POPDC2",
+            "PBOV1",
+            "LCE3A",
+            "INSL6",
+            "CFAP77",
+            "PID1",
+            "ERICH3",
+            "P2RY11",
+            "PCYOX1L",
+            "ADRB3",
+            "CPXM1",
+            "APOBEC4",
+            "QPCT",
+            "IFNW1",
+            "CHMP1B",
+            "UCN2",
+            "BOLL",
+            "CATSPER1",
+            "OR8H2",
+            "DAZ1",
+            "CHML",
+            "CLEC4D",
+            "LCN15",
+            "RXFP2",
+            "MPPED1",
+            "CFAP141",
+            "RPL3L",
+            "CPOX",
+            "RCVRN",
+            "NOTCH2NLB",
+            "FGF5",
+            "HP1BP3",
+            "FMO6P",
+            "CYP26A1",
+            "FRG2C",
+            "SNORA35",
+            "OR5D14",
+            "DRD5",
+            "OR10R2",
+            "FYB2",
+            "FAM136BP",
+            "URAD",
+            "SPINK9",
+            "FLJ30679",
+            "EPGN",
+            "FOXE1",
+            "LRIT1",
+            "GARIN5B",
+            "OR5B3",
+            "HHLA1",
+            "UGT2A1",
+            "KCNK2",
+            "KLRC1",
+            "ZNF518B",
+            "GNAO1",
+            "OR52B4",
+            "PLK5",
+            "ZNF473",
+            "RELN",
+            "VN1R5",
+            "POMZP3",
+            "TP53TG5",
+            "CTRB1",
+            "GABRR1",
+            "MYH1",
+            "SNORA19",
+            "PRR5-ARHGAP8",
+            "FAM138F",
+            "LILRA3",
+            "C22orf42",
+            "GPR143",
+            "DHX40P1",
+            "CYP2F1",
+            "MRPL42P5",
+            "TGM4",
+            "ITPK1-AS1",
+            "ZNF860",
+            "FAM225A",
+            "STON1-GTF2A1L",
+            "GLRA2",
+            "SLC39A2",
+            "GPX6",
+            "HERC6",
+            "OIP5",
+            "NEU4",
+            "PIWIL1",
+            "TCL1B",
+            "IL12RB2",
+            "TKTL2",
+            "OR52B6",
+            "PGBD5",
+            "ITM2A",
+            "GOLGA6L6",
+            "BTF3P11",
+            "LYZL2",
+            "SNORA44",
+            "MMD2",
+            "EDAR",
+            "PLAAT2",
+            "SCP2D1",
+            "SNORA5B",
+            "IFNA1",
+            "REXO6P",
+            "RP1L1",
+            "LY6G6D",
+            "CLLU1-AS1",
+            "LOC646999",
+            "SNORA11D",
+            "SPACDR",
+            "CRLF2",
+            "ADAMTSL5",
+            "SEBOX",
+            "MAGEA8",
+            "ZNF280A",
+            "DNAH12",
+            "SYCE3",
+            "SNTG2",
+            "IL31RA",
+            "ZNF334",
+            "C1orf94",
+            "KRT1",
+            "XIRP2",
+            "CCDC54",
+            "LINC00293",
+            "DPPA3",
+            "OR4S1",
+            "APOBEC2",
+            "CLLU1",
+            "NCR2",
+            "URB1-AS1",
+            "GDF9",
+            "LOC100133920",
+            "ST7-AS2",
+            "KIF26A",
+            "DHRS7C",
+            "EXD1",
+            "KRTAP19-5",
+            "NIPSNAP3A",
+            "TUBB7P",
+            "MAGEB10",
+            "CST8",
+            "SMOC1",
+            "DLL3",
+            "NALF1",
+            "FAM99B",
+            "CA6",
+            "SPATA9",
+            "LINC02694",
+            "REG3A",
+            "ADGRG7",
+            "CMPK1",
+            "LCN9",
+            "IAPP",
+            "OR13C8",
+            "ASIC5",
+            "OR51I1",
+            "ACP4",
+            "CEBPE",
+            "RFPL1",
+            "ASGR1",
+            "KCNG2",
+            "OR9A2",
+            "IL4",
+            "WDR64",
+            "MSGN1",
+            "IGFBP5",
+            "GJB7",
+            "BNC1",
+            "AMY1A",
+            "KDM4E",
+            "OR5T1",
+            "OR2T4",
+            "DDX4",
+            "AP1S1",
+            "PMS2P6",
+            "LINC00515",
+            "FITM1",
+            "CORT",
+            "EPHA10",
+            "CGB2",
+            "SMCO1",
+            "RAET1L",
+            "ZAR1",
+            "HBD",
+            "RBMY1A3P",
+            "ZNF280B",
+            "HSD3B1",
+            "NOL4",
+            "SNORA70",
+            "GADD45A",
+            "UBL4B",
+            "KRT74",
+            "PRY2",
+            "NEK10",
+            "LRG1",
+            "LGALS7B",
+            "DISP3",
+            "PCDHA9",
+            "GPR142",
+            "BAALC",
+            "C6orf132",
+            "RNF222",
+            "AKR1C2",
+            "FAM180B",
+            "KIR3DX1",
+            "PCDH19",
+            "CHRAC1",
+            "LRFN5",
+            "DGAT2L6",
+            "ST6GAL1",
+            "DAZ3",
+            "OR7D2",
+            "CLEC4G",
+            "C5orf52",
+            "LPAR3",
+            "RBM45",
+            "PCDHA11",
+            "CHRNA3",
+            "TECTB",
+            "GALR2",
+            "ZNF75A",
+            "IBSP",
+            "TENM3",
+            "FAM66A",
+            "CCN6",
+            "KRTAP17-1",
+            "LY6G6E",
+            "STK40",
+            "CYP11B1",
+            "DNAJB8",
+            "CCDC163",
+            "ZNF454",
+            "LCE2A",
+            "PWWP3B",
+            "KRTAP8-1"
+        ],
+        "Coefficient": [
+            -3.380859650115651,
+            2.386868646419638,
+            -2.2836263280210694,
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+        },
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+            "jaccard": 0.3756752541632743
+        }
+    }
+}

output/regress/Kidney_Clear_Cell_Carcinoma/significant_genes_condition_None.json

@@ -0,0 +1,1866 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "HYMAI",
+            "SMCO3",
+            "SNAI3",
+            "GALNT13",
+            "GRID1",
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+            "DEFA1B",
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+            "EVX1",
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+            "ATP1B4",
+            "NR2F1",
+            "MANBA",
+            "HGC6.3",
+            "CHRAC1",
+            "TP53TG5",
+            "HOXB4",
+            "NLRP3",
+            "SPATA31C1",
+            "DKKL1",
+            "ADAM18",
+            "BMP4",
+            "PCDHA3",
+            "LY6G6F",
+            "CYP26A1",
+            "LINC02716",
+            "PID1",
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+            "IFNL3",
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+            "GLRA3",
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+            "H2BC9",
+            "CES5A",
+            "IZUMO1R",
+            "FBXO40",
+            "SNORA28",
+            "ZNF75A",
+            "LECT2",
+            "OR5B3",
+            "NEK3",
+            "WBP1",
+            "CCAR2",
+            "CLPS",
+            "IL12RB2",
+            "CALB2",
+            "FYB2",
+            "RPS4Y2",
+            "MROH8",
+            "FBXW8",
+            "DHRS7C",
+            "SKIDA1",
+            "DAZ1",
+            "BMP3",
+            "SNORA35",
+            "ST7-AS2",
+            "MAGEA8",
+            "SOX3",
+            "GPX6",
+            "GOLGA6L6",
+            "DEFA5",
+            "GALR2",
+            "ZNF280B",
+            "PRR34",
+            "PCYOX1L",
+            "INSL6",
+            "MAB21L2",
+            "IBSP",
+            "KIF26A",
+            "KPNA4",
+            "PYDC2",
+            "NEK10",
+            "TBR1",
+            "IFNW1",
+            "NIPSNAP3A",
+            "OPN5",
+            "MDK",
+            "OR51B5",
+            "DEFB109B",
+            "CCL27",
+            "APOBEC4",
+            "KRT37",
+            "TRMT44",
+            "CLLU1",
+            "DLL3",
+            "KCNG2",
+            "CLEC12A",
+            "CCDC144NL",
+            "SLC25A12",
+            "SYNM",
+            "SNORA11D",
+            "NPR2",
+            "FITM1",
+            "SLC29A1",
+            "SIPA1L3",
+            "RPL3L",
+            "EOGT",
+            "RELN",
+            "CATSPER2P1",
+            "OR5T3",
+            "TMPRSS12",
+            "SPACDR",
+            "CNKSR1",
+            "NT5M",
+            "ZNF518B",
+            "ZNF727",
+            "CPXM1",
+            "OR2W1",
+            "HMBS",
+            "LRRC25",
+            "CYMP",
+            "IL4",
+            "URB1-AS1",
+            "HCG9",
+            "ZFTA",
+            "GFRAL",
+            "FAM180B",
+            "GPR19",
+            "GPR142",
+            "NRG2",
+            "NOTCH2NLB",
+            "TLCD3B",
+            "H3C10",
+            "SNORA44",
+            "STAB2",
+            "KIR3DX1",
+            "FLJ30679",
+            "DHX58",
+            "ZAR1L",
+            "ERICH3",
+            "CCDC54",
+            "BEX5",
+            "HSD3B1",
+            "C5orf52",
+            "GSTM4",
+            "C6",
+            "SNORA62",
+            "LPAR3",
+            "FMO6P",
+            "OR10R2",
+            "LIMD1",
+            "TCL1B",
+            "DHX40P1",
+            "SPINK9",
+            "TBPL2",
+            "OR9A2",
+            "KDM4E",
+            "CD2BP2",
+            "FGF5",
+            "TDP1",
+            "CYP2F1",
+            "BRME1",
+            "EGR1",
+            "CFAP100",
+            "POMZP3",
+            "RASL10A",
+            "WDR64",
+            "HHLA1",
+            "OR2C1",
+            "SNORA78",
+            "LCN15",
+            "RAET1L",
+            "IDO2",
+            "SNORA70",
+            "AMT",
+            "LCE3A",
+            "FGF22",
+            "GABRR1",
+            "OPN1LW",
+            "MS4A6E",
+            "ZFP90",
+            "N6AMT1",
+            "GNG8",
+            "HBD",
+            "ZSCAN5A",
+            "ZNF501",
+            "PRL",
+            "PIWIL1",
+            "PBOV1",
+            "STON1-GTF2A1L",
+            "MRPL42P5",
+            "P2RY12",
+            "UGT2B28",
+            "EDAR",
+            "KCND1",
+            "KRTAP5-9",
+            "GRTP1",
+            "C11orf40",
+            "C14orf180",
+            "GHSR",
+            "LY6G6D",
+            "POTEF",
+            "GREB1L",
+            "PTHLH",
+            "CHRNA3",
+            "SEBOX",
+            "GPR119",
+            "CFAP65",
+            "RXFP2",
+            "OR2T4",
+            "ZNF454",
+            "SNORA22",
+            "MAGEB10",
+            "OR10Q1",
+            "OR7D2",
+            "SNORA5B",
+            "ZFP91-CNTF",
+            "TUBB7P",
+            "GARIN5B",
+            "ASCL3",
+            "LOC100129935",
+            "MPPED1",
+            "C15orf32",
+            "GLRA2",
+            "LY6G6E",
+            "PKP1",
+            "ZNF317",
+            "SLC2A4",
+            "CLRN2",
+            "KRT1",
+            "OC90",
+            "CCDC69",
+            "KCNK2",
+            "KLRC1",
+            "LINC00111",
+            "HLA-DQB1",
+            "PRPS1L1",
+            "CNNM4",
+            "PMEL",
+            "PLAAT2",
+            "KRTAP19-1",
+            "SNORA80E",
+            "POPDC2",
+            "CYP11B1",
+            "DDTL",
+            "RNASE11",
+            "H2AC11",
+            "CLDN14",
+            "AP1S1",
+            "CD200R1L",
+            "UBL4B",
+            "RPS28",
+            "AJM1",
+            "UGT2A1",
+            "SPDEF",
+            "C12orf71",
+            "LCE2A",
+            "DISP3",
+            "RNF222",
+            "DDX43",
+            "CT83",
+            "CCDC136",
+            "PRDM13",
+            "MDGA1",
+            "NDP",
+            "MARCO",
+            "SERPINB10",
+            "DEFB104A",
+            "SPMIP2",
+            "TCEAL1",
+            "ZAR1",
+            "BOLL",
+            "IL21",
+            "MUC6",
+            "CYP4F11",
+            "SLC6A8",
+            "RNF126P1",
+            "FTHL17",
+            "P2RY11",
+            "FMR1",
+            "ANKRD31",
+            "RBM45",
+            "B3GNT6",
+            "UCN2",
+            "KRTAP8-1",
+            "OR13C2",
+            "PMP2",
+            "ELANE",
+            "SNTG2",
+            "CLEC4G",
+            "SNORA4",
+            "TMEM114",
+            "C3orf18",
+            "OR8H2",
+            "CEBPE",
+            "DEFB132",
+            "BCAR4",
+            "IFNA1",
+            "RAB15",
+            "BNC1",
+            "LINC02903",
+            "KRT82",
+            "TACR3",
+            "OR14I1",
+            "C5orf24",
+            "FAM86C1P",
+            "CYTH1",
+            "UTP4",
+            "DSCAM",
+            "ALDH2",
+            "PDZD9",
+            "ADA2",
+            "TECTB",
+            "ADRB3",
+            "SYCE3",
+            "CELF5",
+            "LOC728554",
+            "ACKR3",
+            "FCRL6",
+            "GPR25",
+            "CCDC42",
+            "SLC39A2",
+            "OLIG3",
+            "OSGEPL1",
+            "APOBEC2",
+            "HTR1B",
+            "SMCO1",
+            "IL31RA",
+            "KLRC2",
+            "ACER1",
+            "DNAH12",
+            "CCT8",
+            "LDB1",
+            "KRTAP19-5",
+            "LCE1F",
+            "FABP12",
+            "FAM66A",
+            "CATSPER1",
+            "CLDN17",
+            "LILRA3",
+            "HEPN1",
+            "CLCA1",
+            "HSF2",
+            "OR13C8",
+            "LALBA",
+            "ZNF860",
+            "SYNGR4",
+            "C1orf94",
+            "FOXD1",
+            "AP3B2",
+            "ANKRD30BL",
+            "MAGEA5P",
+            "CDH22",
+            "PWWP3B",
+            "OR6F1",
+            "FAM138F",
+            "ICAM5",
+            "IAPP",
+            "PAPOLB",
+            "EXD1",
+            "MASP1",
+            "ZNF334",
+            "H2BC1",
+            "CAPN9",
+            "SULT1E1",
+            "DEFB134",
+            "ULK4P3",
+            "IQUB",
+            "TKTL2",
+            "H2BC3",
+            "NALF1",
+            "ATP9A",
+            "KRT6A",
+            "SIMC1",
+            "OR8D4",
+            "METTL15",
+            "FRG2C",
+            "OR10AG1",
+            "CCN6",
+            "TENM3",
+            "LRRC15",
+            "PRKG2",
+            "HIGD2B",
+            "DNAJB8",
+            "ADGRG7",
+            "FEZF2",
+            "TMEM30CP",
+            "RBMY1A3P",
+            "ST7-OT3",
+            "TAS2R50",
+            "PCDHA10",
+            "FGFRL1",
+            "GTF2H2B",
+            "RASGRF1",
+            "RP1L1",
+            "IL36A",
+            "H1-6",
+            "ZCCHC12",
+            "SIRT3",
+            "DPY19L2P1",
+            "ASGR1",
+            "C3P1",
+            "UTF1",
+            "TMEM79",
+            "SLC22A24",
+            "NCKIPSD",
+            "CD300C",
+            "WRNIP1",
+            "TTLL10",
+            "CCDC60",
+            "FAM99B",
+            "IGLL1",
+            "MYH1",
+            "DPPA3",
+            "ZNF74",
+            "TP53TG3B",
+            "TPSG1",
+            "LGR6",
+            "SMN1",
+            "C5orf47",
+            "CELA3A",
+            "HOXA7",
+            "SULT6B1",
+            "FBXO47",
+            "GNRH2",
+            "SYT1",
+            "EGFL6",
+            "LGALS7B",
+            "KIF4B",
+            "FGF11",
+            "NXF5",
+            "EPHA10",
+            "NF1P1",
+            "CCDC163",
+            "KCNK16",
+            "RFPL1",
+            "FEM1A",
+            "OR14J1",
+            "OR52W1",
+            "DPEP3",
+            "KHDC1L",
+            "GCSH",
+            "ZNF181",
+            "CATSPERG",
+            "MCOLN2",
+            "PCDHA9",
+            "AHNAK2",
+            "RNF212",
+            "CARTPT",
+            "C9orf57",
+            "SYNDIG1L",
+            "OR11H6",
+            "TYSND1",
+            "ZNF311",
+            "PCDHA11",
+            "OR8B4",
+            "NKAIN3",
+            "H2AC12",
+            "ESPNL",
+            "ANKRD20A4P",
+            "LCE2B",
+            "XKRYP7",
+            "CT47A10",
+            "LRFN4",
+            "MYH6",
+            "SLIT1",
+            "FABP9",
+            "TYW5",
+            "LOC283731",
+            "TMEM253",
+            "APOA2",
+            "LIAT1",
+            "CAVIN4",
+            "TTTY20",
+            "LOC100133920",
+            "GTSE1-DT",
+            "HMHB1",
+            "TTLL4",
+            "P2RX6P",
+            "DIO3",
+            "SAG",
+            "KRTAP20-4",
+            "TRAPPC9",
+            "CRLF2",
+            "CAMK2B",
+            "PRR20A",
+            "PNMA6A",
+            "TMPRSS2",
+            "XRRA1",
+            "KRTAP20-1",
+            "SNORA30",
+            "NMS",
+            "ACP4",
+            "SLC27A6",
+            "SNAR-A3",
+            "DEFB110",
+            "KRTAP21-1",
+            "SPINK14",
+            "DEFB113",
+            "SNAR-C2",
+            "PRR20B",
+            "DEFB114",
+            "KRTAP20-3",
+            "KRTAP20-2",
+            "SNAR-D",
+            "KRTAP22-1",
+            "SNAR-H",
+            "SNAR-G2",
+            "SNORA11C"
+        ],
+        "Coefficient": [
+            -4.068923061270549,
+            -2.9311289368517355,
+            -2.925460249450084,
+            -2.8356276192804586,
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+            "jaccard": 0.5583448419049784
+        }
+    }
+}

output/regress/Kidney_Clear_Cell_Carcinoma/significant_genes_condition_Obesity.json

@@ -0,0 +1,2325 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "HYMAI",
+            "FAM200C",
+            "SMCO2",
+            "CDK5",
+            "LRRC27",
+            "TRAF4",
+            "CYP2F1",
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+            "LY6G6F",
+            "UCN2",
+            "TENM3",
+            "DKKL1",
+            "CCDC69",
+            "EIF1AD",
+            "GALNT13",
+            "DEFB132",
+            "CALB2",
+            "GDF9",
+            "LRG1",
+            "HGSNAT",
+            "CPXCR1",
+            "OR6B2",
+            "NEUROD4",
+            "PCDHGA8",
+            "DHRS7C",
+            "GLRA3",
+            "LYZ",
+            "PRDM13",
+            "OR2L3",
+            "SOX3",
+            "MUCL1",
+            "APOBEC4",
+            "RELN",
+            "KCNQ4",
+            "CLEC3A",
+            "DEFB108B",
+            "GREB1L",
+            "ZNF473",
+            "GPR119",
+            "BNC1",
+            "PAAF1",
+            "OR5B3",
+            "AKR1C4",
+            "LAMC2",
+            "ADAMTSL5",
+            "NEK10",
+            "PAPLN",
+            "RYBP",
+            "FAM13A",
+            "SNRNP27",
+            "ANKRD31",
+            "H4C12",
+            "SCARNA18",
+            "LOC154761",
+            "HGC6.3",
+            "GNG8",
+            "PCDHA3",
+            "RPL3L",
+            "PCDHGA6",
+            "FTHL17",
+            "COX8C",
+            "PLPPR5",
+            "ADAM21",
+            "FXYD3",
+            "ADRA1A",
+            "STAU2",
+            "HERC2P4",
+            "KRTAP5-9",
+            "ALX1",
+            "EGFL6",
+            "CYTH2",
+            "VWA5B2",
+            "CES5A",
+            "DNAJC1",
+            "HSD3B1",
+            "FBRSL1",
+            "IFNL3",
+            "GOLGA6L6",
+            "RPS4Y2",
+            "H2BC1",
+            "MAB21L2",
+            "SNTG2",
+            "SNAI3",
+            "RAB9B",
+            "RNF126P1",
+            "OR2C1",
+            "NEU4",
+            "MAG",
+            "CACNA1F",
+            "TRIQK",
+            "GPAM",
+            "F2RL3",
+            "GPR50",
+            "ANO7",
+            "IFNA1",
+            "EXOC4",
+            "STAC2",
+            "C22orf42",
+            "C6",
+            "HCG9",
+            "CTNND2",
+            "OR4F17",
+            "IFNW1",
+            "KRTAP26-1",
+            "NFXL1",
+            "TTLL4",
+            "CFAP141",
+            "OIP5",
+            "PRR34",
+            "PCYOX1L",
+            "OPN1MW",
+            "DAZ3",
+            "GPR6",
+            "PLSCR5",
+            "SMR3B",
+            "OR51A2",
+            "TGM4",
+            "DRD5",
+            "KCNK2",
+            "ATP9A",
+            "LCE3A",
+            "MAGEB4",
+            "ZNF195",
+            "DEFB109B",
+            "ART4",
+            "OR8H2",
+            "PIWIL1",
+            "CACNA1E",
+            "OR10R2",
+            "HERC6",
+            "OR10G3",
+            "IL4",
+            "MMD2",
+            "STXBP1",
+            "SNORA29",
+            "H1-6",
+            "ASGR2",
+            "TBPL2",
+            "MLLT11",
+            "DEFA1B",
+            "ZNF597",
+            "SCARNA21",
+            "URB1-AS1",
+            "PWWP3B",
+            "HTR3D",
+            "GRID1",
+            "VN1R5",
+            "SLC14A2",
+            "NCR2",
+            "RXYLT1",
+            "FRRS1",
+            "OR8U1",
+            "CATSPER1",
+            "TES",
+            "SNORA44",
+            "MIOS",
+            "RBMXL2",
+            "GBP7",
+            "CLEC2A",
+            "RAI2",
+            "FGB",
+            "KRT31",
+            "H3C3",
+            "GABRB1",
+            "FOXD3",
+            "CCDC163",
+            "RBM45",
+            "AMY1A",
+            "ZNF454",
+            "FOXE1",
+            "SIRT3",
+            "MARCO",
+            "NR2F1",
+            "KCNF1",
+            "HLA-A",
+            "SPATA31C1",
+            "CRLF2",
+            "TM2D2",
+            "KLRC1",
+            "GCSH",
+            "KCTD2",
+            "ZFP91-CNTF",
+            "SFTPA1",
+            "PHEX",
+            "LGALS7B",
+            "FMR1",
+            "SCARNA27",
+            "HIGD2B",
+            "LINC00293",
+            "EVX1",
+            "CCDC144NL",
+            "ATP1B4",
+            "FAM41AY1",
+            "RPS27",
+            "OR51B5",
+            "CLLU1",
+            "GTF2H1",
+            "NOTCH2NLB",
+            "TRMT44",
+            "OR2T35",
+            "CTRC",
+            "HP1BP3",
+            "TNFSF18",
+            "CTAGE1",
+            "GTF2A1L",
+            "SPINK9",
+            "ASIC5",
+            "CREB3L4",
+            "AMMECR1L",
+            "CHRNA3",
+            "C5orf52",
+            "DUSP29",
+            "ZC3H12A",
+            "LOC100130987",
+            "OR2T4",
+            "RPL13P5",
+            "KCNG4",
+            "LY6G6E",
+            "HMHB1",
+            "BOLL",
+            "CHML",
+            "DEFA5",
+            "NLRP7",
+            "KIR3DX1",
+            "IFNA7",
+            "KRTAP8-1",
+            "IZUMO1R",
+            "SLC39A2",
+            "HOXB4",
+            "RASGRF1",
+            "MINDY4",
+            "TRARG1",
+            "JMJD6",
+            "FEZF1",
+            "OR6M1",
+            "IFNE",
+            "COL18A1-AS1",
+            "OR1C1",
+            "WDR91",
+            "REG3A",
+            "ATP13A4",
+            "SLC27A5",
+            "ZAR1L",
+            "CYMP",
+            "ATPAF2",
+            "DLX2",
+            "DLL3",
+            "GPR143",
+            "MTNR1A",
+            "QRSL1",
+            "CDNF",
+            "TAS2R43",
+            "SNORA11D",
+            "FBXO47",
+            "ATCAY",
+            "ZMAT4",
+            "PPY2P",
+            "CATSPER2P1",
+            "CHRNB3",
+            "RAD51D",
+            "RHCE",
+            "PLA2G2C",
+            "OR13C5",
+            "OR10Q1",
+            "IL36A",
+            "SNORA41",
+            "CFAP77",
+            "UBL4B",
+            "SNORA75",
+            "STAG3L1",
+            "QRICH2",
+            "FITM1",
+            "AADACL2",
+            "FCRL6",
+            "SNORA28",
+            "SLC4A10",
+            "GNAS-AS1",
+            "ABHD12B",
+            "PRPF31",
+            "ZNF311",
+            "C11orf40",
+            "ELOA",
+            "CLRN2",
+            "FGF11",
+            "ZNF727",
+            "MSGN1",
+            "MUCL3",
+            "INGX",
+            "WSB2",
+            "CCK",
+            "SNORA2B",
+            "ZNF714",
+            "SNHG9",
+            "PDCD11",
+            "DIO2",
+            "TG",
+            "ELAC1",
+            "FAM180B",
+            "SYNDIG1L",
+            "ZFAT",
+            "H2BC9",
+            "TMEM253",
+            "OPN5",
+            "GAB4",
+            "OR4S1",
+            "PCSK1",
+            "LHX3",
+            "PRAMEF8",
+            "IL21",
+            "PTN",
+            "PDZD9",
+            "FOXD1",
+            "MKRN1",
+            "CACNG3",
+            "SPACDR",
+            "FAM25G",
+            "BTNL3",
+            "EDAR",
+            "POGK",
+            "CMPK1",
+            "FAM225B",
+            "NMU",
+            "C3orf20",
+            "TEX55",
+            "FBXL21P",
+            "H2AC12",
+            "BMP4",
+            "MDGA1",
+            "TRIM61",
+            "ZFYVE27",
+            "TBX20",
+            "MATK",
+            "FGF5",
+            "SNORA19",
+            "CSN1S2AP",
+            "LRFN5",
+            "ATRNL1",
+            "ZNF860",
+            "SUMO1P1",
+            "TEX13B",
+            "MORC2",
+            "TERF1",
+            "LRGUK",
+            "LCE1B",
+            "CYP3A4",
+            "ZNF528",
+            "KRTAP10-10",
+            "TRIM6-TRIM34",
+            "OR2G6",
+            "ELANE",
+            "PRAMEF14",
+            "FAM182A",
+            "SLC36A3",
+            "AKIRIN2",
+            "SERPINB10",
+            "GABRR1",
+            "RSPO4",
+            "SNORA78",
+            "ANTXRL",
+            "CCAR2",
+            "STON1-GTF2A1L",
+            "ASGR1",
+            "USP50",
+            "CDX2",
+            "SPATA1",
+            "EN1",
+            "CCT8",
+            "SCT",
+            "C6orf52",
+            "CEBPE",
+            "RHOBTB2",
+            "NUP210L",
+            "KRT39",
+            "SULT1B1",
+            "SNORA4",
+            "XKRYP7",
+            "KRTAP20-4",
+            "APLF",
+            "LGR6",
+            "SIPA1L3",
+            "ACER1",
+            "LALBA",
+            "TTTY20",
+            "OR5D14",
+            "GLB1L3",
+            "LRRC23",
+            "ZNG1B",
+            "OR2Y1",
+            "ITGA2",
+            "URAD",
+            "C6orf132",
+            "DMP1",
+            "OR6F1",
+            "WFIKKN2",
+            "TEKT4",
+            "MLYCD",
+            "HSD17B2",
+            "LCN15",
+            "LRIT1",
+            "OR2D3",
+            "CLLU1-AS1",
+            "PLAAT5",
+            "SPATA9",
+            "OR56A5",
+            "GPX5",
+            "CELF5",
+            "LINC00696",
+            "RXFP2",
+            "ESPNL",
+            "DIPK1A",
+            "POLR1C",
+            "MGC27382",
+            "NR5A1",
+            "CGB2",
+            "AKAP3",
+            "RMDN1",
+            "OR8D4",
+            "OVCH1",
+            "FAM135B",
+            "ADGRG4",
+            "ZFP69",
+            "FOCAD",
+            "CD2BP2",
+            "ADAM18",
+            "DDX11L2",
+            "IL1R2",
+            "PLAU",
+            "OMG",
+            "LINC02903",
+            "OR6X1",
+            "NRCAM",
+            "EQTN",
+            "CHMP1B",
+            "ST7L",
+            "TKTL2",
+            "ZFYVE21",
+            "OR8B4",
+            "PKIA",
+            "SNORA53",
+            "KRTAP19-6",
+            "PGA5",
+            "LYZL2",
+            "DECR1",
+            "LINC02716",
+            "GTF2H2B",
+            "OR2A5",
+            "TMEM114",
+            "SNORD89",
+            "MTERF4",
+            "WEE1",
+            "FAM99B",
+            "GDF2",
+            "PCDHB5",
+            "OPN1LW",
+            "SNHG28",
+            "SNORA70",
+            "FANCG",
+            "UGT2B28",
+            "PTPN5",
+            "GLRA2",
+            "KCNS2",
+            "PF4V1",
+            "RNF130",
+            "FANCE",
+            "SERTAD3",
+            "OR9A2",
+            "OR56B1",
+            "ADA2",
+            "EXD1",
+            "STS",
+            "CPB2",
+            "TBL1Y",
+            "TMOD4",
+            "ACKR3",
+            "PKP1",
+            "SH3KBP1",
+            "TP53TG3B",
+            "TACR2",
+            "OR56B4",
+            "TRIM4",
+            "KRTAP19-5",
+            "IL1RAPL1",
+            "MYH1",
+            "FMO6P",
+            "GPATCH2",
+            "SPIN2A",
+            "IFNA5",
+            "OR2T8",
+            "DMRTC1B",
+            "CCDC54",
+            "NIPSNAP3A",
+            "SGCG",
+            "FKBP6",
+            "KRT1",
+            "LIPM",
+            "LOC728554",
+            "OR6T1",
+            "DACT2",
+            "PCDHB4",
+            "OR2T2",
+            "FAT1",
+            "DDX25",
+            "IL19",
+            "TRH",
+            "DPY19L2P1",
+            "PRL",
+            "TMPRSS11BNL",
+            "PCDHB12",
+            "OR2V2",
+            "ZNF544",
+            "RRH",
+            "MYRIP",
+            "DNAJB1",
+            "CXorf58",
+            "ST7-AS2",
+            "TEX26",
+            "BAALC",
+            "RNF222",
+            "GLYCAM1",
+            "TP53TG5",
+            "LRWD1",
+            "OR4C11",
+            "LINGO2",
+            "NKX6-3",
+            "LIF",
+            "ARL13A",
+            "SULT6B1",
+            "SERPINC1",
+            "DEFA4",
+            "ATP13A5",
+            "ADRB3",
+            "NEUROG3",
+            "CHRM4",
+            "ZSCAN5A",
+            "LCA5L",
+            "SLC22A1",
+            "CLCN4",
+            "LCN6",
+            "FUOM",
+            "GNAO1",
+            "KCNA2",
+            "TMTC4",
+            "NDP",
+            "SLIT1",
+            "HES3",
+            "DDI1",
+            "ARHGDIG",
+            "IL34",
+            "TSPAN18",
+            "FLJ30679",
+            "CCDC60",
+            "CNTNAP4",
+            "INTS14",
+            "OR7E156P",
+            "PCDHGB6",
+            "SEBOX",
+            "DDX11",
+            "LAMA2",
+            "ERICH3",
+            "ESPNP",
+            "LCE1F",
+            "LOC389705",
+            "OR7G3",
+            "BACH1",
+            "RBMY1J",
+            "MRPS33",
+            "CYP2C19",
+            "PLPP7",
+            "OLIG3",
+            "QPCT",
+            "POMZP3",
+            "TMEM59L",
+            "TDRD12",
+            "ZNF665",
+            "GPR142",
+            "GPR25",
+            "CENPV",
+            "PBOV1",
+            "TOB2",
+            "EFCAB2",
+            "CALY",
+            "ADGRG7",
+            "CFAP100",
+            "FAM136BP",
+            "OR5B12",
+            "IFT74",
+            "TMEM35A",
+            "PRG1",
+            "FGGY",
+            "PPP1R1B",
+            "ITGB1BP1",
+            "ICAM5",
+            "RFPL1",
+            "ZNF286B",
+            "KLF1",
+            "CACNG7",
+            "OR11H6",
+            "STN1",
+            "GRIN2A",
+            "FOLH1B",
+            "DNAH12",
+            "LELP1",
+            "SBSN",
+            "OR51Q1",
+            "OR10J5",
+            "OR5M9",
+            "LOC646999",
+            "SLC25A18",
+            "ACTL7B",
+            "RSPH10B2",
+            "SERPINA9",
+            "TRIM43",
+            "KLRC2",
+            "TUBB7P",
+            "MT2A",
+            "PPP1R36",
+            "FOXL1",
+            "NXF2B",
+            "TCL1B",
+            "KRTAP1-1",
+            "TMEM132D",
+            "OR51F1",
+            "DHX40P1",
+            "RETNLB",
+            "H2BC3",
+            "ZNF350",
+            "SNORA80E",
+            "ZNF208",
+            "KC6",
+            "SNORA77",
+            "TYR",
+            "OR3A3",
+            "CFAP65",
+            "CHRM2",
+            "BZW2",
+            "PHOX2B",
+            "DYSF",
+            "CD200R1L",
+            "SPINT3",
+            "OR52B6",
+            "MROH8",
+            "IL1RL2",
+            "DISP3",
+            "OOEP",
+            "NAT2",
+            "B3GALT1",
+            "TTTY16",
+            "SNORA5B",
+            "RCL1",
+            "SCGB1C1",
+            "PRPS1L1",
+            "PTF1A",
+            "DPPA3",
+            "SNAR-F",
+            "NPFFR1",
+            "CAPN14",
+            "OPN4",
+            "DAZ4",
+            "USH1G",
+            "TMEM240",
+            "GNMT",
+            "GLDN",
+            "ASPG",
+            "GPR75",
+            "TMEM255A",
+            "TMEM216",
+            "PDSS2",
+            "NAGS",
+            "STX1A",
+            "LOC145474",
+            "OR10H1",
+            "ODF1",
+            "SCGB1A1",
+            "SHANK1",
+            "INMT",
+            "PLAAT2",
+            "MASP1",
+            "PTHLH",
+            "NLGN4X",
+            "HIGD1C",
+            "FAM163A",
+            "RPL23AP7",
+            "ZIM2",
+            "IL24",
+            "GUCY2F",
+            "MT1A",
+            "BHLHE22",
+            "PPP1R27",
+            "F10",
+            "EXOC3L2",
+            "POTEC",
+            "RPS28",
+            "ST7-OT3",
+            "LECT2",
+            "DNAJB8",
+            "ASCL1",
+            "OR2T5",
+            "TMEM30CP",
+            "LRRTM4",
+            "SYT1",
+            "RPL39",
+            "GATA4",
+            "TMEM215",
+            "INS",
+            "ANGPTL3",
+            "POPDC2",
+            "POU5F1B",
+            "FUNDC2P2",
+            "FNDC11",
+            "KRTAP4-7",
+            "FYB2",
+            "DRP2",
+            "CHRAC1",
+            "PAX4",
+            "SPATA6L",
+            "EPGN",
+            "ZNG1E",
+            "LINC00339",
+            "NOMO1",
+            "ARMS2",
+            "KRTAP20-1",
+            "KRT33B",
+            "HEPACAM",
+            "SPATA16",
+            "CPA2",
+            "PRM2",
+            "FAM106A",
+            "IGLON5",
+            "PMP2",
+            "DEFB110",
+            "CEACAM1",
+            "KRT37",
+            "P2RX6P",
+            "CT47A10",
+            "HS3ST5",
+            "NMS",
+            "CLCA1",
+            "KCNV2",
+            "SOX4",
+            "C4orf36",
+            "KRTAP9-2",
+            "SIGLEC11",
+            "GP9",
+            "OR2J3",
+            "SNORA30",
+            "SNAR-A3",
+            "NKX1-2",
+            "PRR20A",
+            "PLET1",
+            "LINC00111",
+            "LINC00200",
+            "TEX28",
+            "MYH6",
+            "OR2W1",
+            "LGALS9B",
+            "SNAR-G2",
+            "KRTAP21-1",
+            "DEFB113",
+            "LCE3B",
+            "ST7-OT4",
+            "SLC35G5",
+            "CT47A11",
+            "KRTAP22-1",
+            "SNAR-C2",
+            "PRR20B",
+            "DEFB114"
+        ],
+        "Coefficient": [
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+            "jaccard": 0.5863146393504879
+        }
+    }
+}

output/regress/Kidney_stones/significant_genes_condition_Obesity.json

@@ -0,0 +1,1101 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "KLF3",
+            "OR13J1",
+            "PRR20A",
+            "ZNF544",
+            "KCNA4",
+            "OR3A2",
+            "CNGA2",
+            "CPNE9",
+            "FNDC4",
+            "GLDN",
+            "OR1S1",
+            "FAM3D",
+            "FAM69B",
+            "CHP2",
+            "SLC38A4",
+            "SMN1",
+            "SH2D7",
+            "SLC35F4",
+            "CXorf50B",
+            "TRIT1",
+            "FAM53C",
+            "OR2G6",
+            "LRRC55",
+            "OR2T27",
+            "C7orf54",
+            "HOXC11",
+            "APOC2",
+            "RFPL1S",
+            "NOVA1",
+            "KRTAP13-1",
+            "CLDN17",
+            "LOC284788",
+            "LOC100129055",
+            "EMR3",
+            "RFPL3",
+            "KCNH7",
+            "RGS7",
+            "CCDC144NL",
+            "KRT33B",
+            "PCDHB6",
+            "SLCO6A1",
+            "TNFRSF13B",
+            "MGC23270",
+            "OR2H1",
+            "BARX1",
+            "ARSG",
+            "SHH",
+            "ECEL1",
+            "IL24",
+            "OSR2",
+            "KRTAP19-3",
+            "EN1",
+            "SPACA5",
+            "S100A3",
+            "WHAMM",
+            "R3HDM2",
+            "GSTT1",
+            "LOC646627",
+            "SLC9A10",
+            "NXF4",
+            "VNN3",
+            "LOC643923",
+            "C3orf49",
+            "CADPS",
+            "GLIPR1L2",
+            "LOC285847",
+            "TKTL2",
+            "RNF5P1",
+            "SNORA2B",
+            "C7orf66",
+            "ZNF560",
+            "CSHL1",
+            "KRTAP4-8",
+            "CAGE1",
+            "OR5K3",
+            "MSLNL",
+            "CA12",
+            "C16orf73",
+            "GPR37",
+            "COL9A3",
+            "LOC285194",
+            "RS1",
+            "SNORA51",
+            "TTTY7",
+            "DIO3",
+            "SYCE1",
+            "LOC340017",
+            "HSF5",
+            "AHRR",
+            "IGFL2",
+            "CAMK2B",
+            "SPACA4",
+            "LOC644145",
+            "SNORA1",
+            "OPN1MW",
+            "SNORA45",
+            "NEFM",
+            "DYDC1",
+            "C11orf34",
+            "FGF16",
+            "WASH5P",
+            "LOC100132354",
+            "TAAR8",
+            "CYP2A6",
+            "OR51G2",
+            "KIR2DL3",
+            "WISP3",
+            "GDF1",
+            "LOC645431",
+            "IGFN1",
+            "TUBB1",
+            "SNORA62",
+            "TAS2R8",
+            "CMTM5",
+            "GABRG1",
+            "GLRA1",
+            "TARSL2",
+            "DSPP",
+            "SPDYE2",
+            "RASSF10",
+            "OR5R1",
+            "IL4",
+            "ID2B",
+            "LOC100132831",
+            "HIST1H4A",
+            "PPEF2",
+            "JAGN1",
+            "PKD2L2",
+            "FAM21B",
+            "MEIS3P1",
+            "SPRR2F",
+            "SPATA20",
+            "OR10G2",
+            "RFPL4B",
+            "FEV",
+            "SEL1L2",
+            "SAGE1",
+            "FAM138D",
+            "INTS4L2",
+            "NAP1L2",
+            "VCX2",
+            "TMEM88B",
+            "PRSS48",
+            "OR13C8",
+            "RILPL1",
+            "SNORA58",
+            "P2RY4",
+            "LOC100240726",
+            "OR6K2",
+            "GPR50",
+            "ARSE",
+            "DCX",
+            "TMEM123",
+            "DCAF12L1",
+            "L1TD1",
+            "DIRAS3",
+            "TRIM43",
+            "SPINK2",
+            "IL28A",
+            "PREP",
+            "KCNJ6",
+            "CLEC6A",
+            "SCARNA27",
+            "TXNDC8",
+            "EFCAB2",
+            "HSPA1B",
+            "UCP1",
+            "KRT1",
+            "MTHFSD",
+            "FRMPD4",
+            "PDCD4",
+            "PPIAL4C",
+            "CAPN9",
+            "EN2",
+            "TMEM132D",
+            "SULT1E1",
+            "OR1Q1",
+            "PNLIP",
+            "IGFL4",
+            "GPR15",
+            "FMR1NB",
+            "LRRIQ3",
+            "UPK3A",
+            "ALPP",
+            "OR5M11",
+            "C11orf42",
+            "TRPC5",
+            "GFRA3",
+            "STAR",
+            "KRT31",
+            "SLC26A9",
+            "TSNAX-DISC1",
+            "PLP1",
+            "SPESP1",
+            "LCN8",
+            "RFPL4A",
+            "FAM106A",
+            "SLC16A6",
+            "PDE6H",
+            "CHST4",
+            "MFHAS1",
+            "TRIM60",
+            "KRTAP2-1",
+            "SLC2A7",
+            "OBP2B",
+            "KCNF1",
+            "PDE6C",
+            "POF1B",
+            "CLLU1",
+            "EIF5A2",
+            "DCAF8",
+            "RNF151",
+            "BANF2",
+            "HIST2H2AB",
+            "C9orf144",
+            "PABPC1L2B",
+            "CDA",
+            "GRIN3A",
+            "C20orf201",
+            "OR7E156P",
+            "MEST",
+            "OR9Q1",
+            "MTVR2",
+            "TUBA3E",
+            "MGC16025",
+            "SNORA38B",
+            "ZAR1",
+            "PEX5L",
+            "ZNF883",
+            "ACSBG1",
+            "GAB4",
+            "SCGB3A2",
+            "C19orf76",
+            "TTLL13",
+            "TSFM",
+            "OR2T29",
+            "ATF7IP2",
+            "KIAA0652",
+            "CPLX4",
+            "SERPINB11",
+            "SNORD115-13",
+            "XKR6",
+            "KRTAP20-4",
+            "PRH1",
+            "C3orf14",
+            "HSP90AB2P",
+            "NCRNA00028",
+            "TAS2R30",
+            "SEPT7L",
+            "TSPYL6",
+            "GAR1",
+            "MPHOSPH6",
+            "LYZL4",
+            "GAST",
+            "ASTE1",
+            "OR2T34",
+            "DEFB106A",
+            "PTX3",
+            "SNORA70B",
+            "RABL2A",
+            "C1orf68",
+            "IFNA10",
+            "EFS",
+            "CRHR2",
+            "HIST1H2AE",
+            "CASQ1",
+            "NEK10",
+            "WEE2",
+            "LOC729609",
+            "TBC1D7",
+            "GPR62",
+            "OR1N2",
+            "SLITRK3",
+            "LRIG3",
+            "OR11H12",
+            "BRAP",
+            "DUPD1",
+            "PTX4",
+            "HIST1H3E",
+            "JAKMIP2",
+            "OR2H2",
+            "QPCT",
+            "KRT82",
+            "FAM74A3",
+            "CCKBR",
+            "IFNA8",
+            "CST1",
+            "OR52D1",
+            "SPDYE4",
+            "C6orf191",
+            "PABPN1L",
+            "SNORA16B",
+            "LOC730668",
+            "UOX",
+            "KGFLP1",
+            "LOC649330",
+            "C14orf101",
+            "OR6Y1",
+            "PGLYRP4",
+            "OR5H1",
+            "CYP26C1",
+            "OXCT2",
+            "SNORA72",
+            "DUXA",
+            "SCGB1D4",
+            "TCP11L2",
+            "SNORA50",
+            "OR2T2",
+            "CDC42BPG",
+            "RDH12",
+            "LACRT",
+            "ACRV1",
+            "TDO2",
+            "GSTA5",
+            "FRG1B",
+            "SLC39A10",
+            "MMP8",
+            "LOC440905",
+            "EGFLAM",
+            "CBWD2",
+            "IDI2",
+            "KCP",
+            "ENPP7",
+            "NBPF4",
+            "LOC284232",
+            "OR56B4",
+            "KRTAP19-1",
+            "C4orf45",
+            "OR10R2",
+            "TEKT4",
+            "FUNDC2P2",
+            "PGK2",
+            "ENPP6",
+            "FRMPD1",
+            "SNAR-H",
+            "TEX28",
+            "SNORA36C",
+            "TTTY17B",
+            "NMS",
+            "TTTY22",
+            "SNORD88C",
+            "SNORD9",
+            "LOC653545",
+            "KRTAP20-3",
+            "SNORD116-19",
+            "KRTAP6-1",
+            "KRTAP21-1",
+            "?|728045",
+            "KRTAP20-1",
+            "SNAR-A3",
+            "KRTAP22-1",
+            "DEFB110",
+            "DEFB114",
+            "SNAR-D",
+            "TSSK2",
+            "SNORD90",
+            "SNAR-G2",
+            "SPINK14",
+            "SNORD115-20"
+        ],
+        "Coefficient": [
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+            0.01504706241485326,
+            0.013417535411147081,
+            0.011647366175823938,
+            0.01124890150386705,
+            0.009168488039401727,
+            0.007781673463092117,
+            0.006549856814139925,
+            0.00405263055844439,
+            0.003004926128807479,
+            0.0021790045706367627,
+            0.002067102835067523,
+            0.0013610183637150618,
+            0.0010902783147436522,
+            0.0008779147078070157,
+            0.0005034890887586709,
+            0.0004222054004407363,
+            0.00034446688923038304,
+            0.00029750785022291727,
+            0.00026058361001531517,
+            0.0002490584023488677,
+            0.00020477889977295972,
+            0.00011012707594245099,
+            7.687400977336942e-05,
+            6.543912852079184e-05,
+            2.6929110431255245e-05,
+            2.383167648539693e-05,
+            1.3602814011794852e-05,
+            9.238676374004572e-06,
+            3.663887324116205e-07,
+            2.2726375101688509e-07,
+            1.8202664753639178e-07,
+            1.530003510195563e-08,
+            3.283692551008963e-16
+        ]
+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 89.25619834710744,
+            "precision": 89.39395393673469,
+            "recall": 99.6116504854369,
+            "f1": 94.20468487542723
+        },
+        "selection": {
+            "precision": 0.3203419819398297,
+            "recall": 1.4492753623188406,
+            "f1": 0.5244994348946797,
+            "jaccard": 0.26319113433451
+        }
+    }
+}

output/regress/Kidney_stones/significant_genes_condition_Post-Traumatic_Stress_Disorder.json

@@ -0,0 +1,1860 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ELK3",
+            "PRR20A",
+            "FAM69B",
+            "NFKB2",
+            "CPNE9",
+            "ZMIZ1",
+            "OR13J1",
+            "R3HDM2",
+            "MANEA",
+            "MYO1B",
+            "SESN3",
+            "UBE2J1",
+            "TBX6",
+            "TMEM125",
+            "CDA",
+            "FAM3D",
+            "GPC6",
+            "KLF3",
+            "MYCBPAP",
+            "C1orf63",
+            "SPATA20",
+            "MEST",
+            "ZNF544",
+            "MGC23270",
+            "TMEM123",
+            "TUBA3E",
+            "APOC2",
+            "GLDN",
+            "SMN1",
+            "MTHFSD",
+            "RABL2A",
+            "KRTAP4-8",
+            "EIF4E",
+            "RNF5P1",
+            "C16orf73",
+            "FAM53C",
+            "GPR37",
+            "RFPL1S",
+            "OR2G6",
+            "C15orf17",
+            "ARSG",
+            "FAM106A",
+            "C19orf76",
+            "GLRA1",
+            "LRRC55",
+            "SPTLC3",
+            "HEY2",
+            "GSTT1",
+            "CNGA2",
+            "PDE6C",
+            "OR1Q1",
+            "KRT33B",
+            "KCNK18",
+            "TRPC5",
+            "HOXC11",
+            "GAR1",
+            "KRTAP5-11",
+            "EMR3",
+            "RGS7",
+            "OR5M11",
+            "MFHAS1",
+            "ARPP21",
+            "WASH5P",
+            "PCDHB19P",
+            "SH2D7",
+            "ZAR1",
+            "LOC100132724",
+            "MYCN",
+            "LRIG3",
+            "C7orf54",
+            "SLC38A4",
+            "TNPO2",
+            "ITPKC",
+            "ABCA2",
+            "ASAP1IT1",
+            "EGR4",
+            "KCNH7",
+            "LOC643923",
+            "OR3A2",
+            "ASTE1",
+            "?|653553",
+            "BMP15",
+            "SPCS2",
+            "CTSK",
+            "LOC100268168",
+            "WISP3",
+            "SLC35F4",
+            "TXNRD3IT1",
+            "TTLL13",
+            "CHST4",
+            "HSPB2",
+            "LCE3E",
+            "LMOD2",
+            "LOC340017",
+            "CCDC144NL",
+            "IL1RAPL1",
+            "INTS4L2",
+            "OR1S1",
+            "TXNDC2",
+            "TRIT1",
+            "MGC42105",
+            "KRTAP19-3",
+            "ACCSL",
+            "FNDC4",
+            "HIST1H3E",
+            "TRIM43",
+            "SNORA45",
+            "PLA2G10",
+            "CAMK2B",
+            "GPR15",
+            "CDC42BPG",
+            "TKTL2",
+            "LRRC14B",
+            "CPN1",
+            "LOC100129055",
+            "GRAPL",
+            "SCARNA23",
+            "PRB1",
+            "SLC7A5P1",
+            "NAP1L2",
+            "ASPHD2",
+            "OBP2B",
+            "PPP1R11",
+            "FBN2",
+            "TRIM60",
+            "OR2H1",
+            "CST11",
+            "IQCF3",
+            "KRTAP24-1",
+            "NOVA1",
+            "TMEM154",
+            "WFDC10A",
+            "XKR6",
+            "EN1",
+            "ANKRD7",
+            "HFE",
+            "P2RY8",
+            "PDE6H",
+            "SNORD94",
+            "AQP11",
+            "EDIL3",
+            "TNFRSF13B",
+            "LOC285847",
+            "CYP4Z1",
+            "TAS2R8",
+            "SNORA66",
+            "OR7E156P",
+            "CAGE1",
+            "CDH10",
+            "GBX1",
+            "LSM14B",
+            "KRTAP20-4",
+            "CASQ1",
+            "ZSWIM2",
+            "ANKRD34B",
+            "KCNN3",
+            "TUBB1",
+            "FNDC8",
+            "CYP4F2",
+            "CSHL1",
+            "TIMD4",
+            "DGKB",
+            "IGFL4",
+            "OR52D1",
+            "SNORA62",
+            "STK32A",
+            "PCDHGA8",
+            "C3orf14",
+            "SPINT3",
+            "CHIT1",
+            "IGFL2",
+            "OR2T29",
+            "CLDN17",
+            "FGF8",
+            "TAS2R41",
+            "SHH",
+            "OR13C8",
+            "WHAMM",
+            "NDP",
+            "OR51E2",
+            "A4GNT",
+            "LOC645431",
+            "LOC729609",
+            "C10orf131",
+            "ROBO1",
+            "CHP2",
+            "LOC730668",
+            "PIWIL3",
+            "C20orf201",
+            "OR1E2",
+            "UOX",
+            "EN2",
+            "FBXW8",
+            "DEFB106A",
+            "LRRIQ3",
+            "DMC1",
+            "CHRNA4",
+            "OR2T27",
+            "FST",
+            "RGS22",
+            "ZFYVE27",
+            "VCX2",
+            "NXF4",
+            "FEV",
+            "OR2T2",
+            "APPL2",
+            "ZDHHC22",
+            "TNFRSF11B",
+            "CAPN11",
+            "S100A13",
+            "GMPR2",
+            "FLJ41941",
+            "SPESP1",
+            "OR6K2",
+            "UCP1",
+            "SLCO6A1",
+            "NEK10",
+            "GLIPR1L2",
+            "FCGR3B",
+            "ZNF341",
+            "SLC38A8",
+            "RPAP3",
+            "HPYR1",
+            "CYP2A6",
+            "C1QTNF9B",
+            "SFTPA2",
+            "C1orf189",
+            "GABRR3",
+            "PCDHB6",
+            "SNORA2B",
+            "ABP1",
+            "GPRIN2",
+            "CRISP1",
+            "IL4",
+            "PABPC1L2B",
+            "SLTM",
+            "CREB3",
+            "LOC100240734",
+            "ARMCX6",
+            "SPACA5",
+            "HERC2P4",
+            "MEGF10",
+            "SNORA70B",
+            "C4orf45",
+            "SLC6A20",
+            "LOC649330",
+            "TLK2",
+            "MTVR2",
+            "C6orf176",
+            "ZNF560",
+            "NHLRC3",
+            "OR5K2",
+            "C8orf47",
+            "IL17A",
+            "ECEL1",
+            "CLEC4G",
+            "C20orf70",
+            "ODC1",
+            "OR52A5",
+            "EDC3",
+            "CBWD2",
+            "LRRC4",
+            "FUNDC2P2",
+            "RIMKLB",
+            "GAB4",
+            "TTTY7",
+            "ATL1",
+            "RAB40AL",
+            "LRP5L",
+            "CACNA1B",
+            "SDC4",
+            "C9orf173",
+            "BRAP",
+            "IGLON5",
+            "KIR2DL3",
+            "TCP10L2",
+            "MSLN",
+            "CC2D1B",
+            "SLITRK3",
+            "AMHR2",
+            "HIST1H4B",
+            "PCDHGB2",
+            "RFPL3",
+            "PPEF2",
+            "SNORA4",
+            "COL9A3",
+            "SPATA22",
+            "KIAA1033",
+            "HIST1H4A",
+            "CRHR2",
+            "ACTN3",
+            "HSPA1B",
+            "GSTM1",
+            "TAS2R30",
+            "OOEP",
+            "TTLL8",
+            "C5orf35",
+            "POU4F3",
+            "C5orf52",
+            "BICD1",
+            "OR10G2",
+            "DCLK3",
+            "SCARNA27",
+            "SLC8A1",
+            "GPR150",
+            "CRYBA1",
+            "ZNF883",
+            "TMEM151A",
+            "NPR2",
+            "LOC646627",
+            "ID2B",
+            "CA14",
+            "KCNA4",
+            "OR5R1",
+            "PNOC",
+            "RNF151",
+            "SCARNA12",
+            "MRPL42P5",
+            "PGK2",
+            "PCGEM1",
+            "FAM138D",
+            "NCRNA00110",
+            "C7orf66",
+            "ESPNL",
+            "SOX21",
+            "OR4S1",
+            "FAM101A",
+            "MMP8",
+            "CREB3L4",
+            "PKD2L2",
+            "NAP1L4",
+            "DERL3",
+            "RNF125",
+            "NR5A1",
+            "MB",
+            "SNAR-F",
+            "TXNDC8",
+            "DNAJB8",
+            "HECW1",
+            "RLN3",
+            "SMPX",
+            "LOC286238",
+            "YTHDF1",
+            "CCNYL1",
+            "NEU2",
+            "OR10T2",
+            "SCGBL",
+            "CAPN9",
+            "E2F3",
+            "UGT8",
+            "SOX5",
+            "HIST1H2AG",
+            "APOA1",
+            "FAM71F1",
+            "ST7L",
+            "LOC643677",
+            "CYCSP52",
+            "C21orf90",
+            "FMO5",
+            "STK39",
+            "NOX1",
+            "POU6F2",
+            "MGC16025",
+            "HLA-DQB1",
+            "DUSP6",
+            "MAGEB16",
+            "FGF16",
+            "SPDYE2",
+            "HSPE1",
+            "HIST2H3C",
+            "MEIS3P1",
+            "GIPC3",
+            "IL28A",
+            "FAM135B",
+            "SEPP1",
+            "NRAP",
+            "SNORA1",
+            "ITGA2",
+            "LOC644145",
+            "C8orf86",
+            "C19orf26",
+            "SLC16A6",
+            "DIO3",
+            "CELA3A",
+            "CDH8",
+            "ROPN1",
+            "OR52W1",
+            "RNASE8",
+            "DPRX",
+            "ZNF642",
+            "HCG22",
+            "CLDN25",
+            "PNLDC1",
+            "SAGE1",
+            "SERPINA9",
+            "RRAD",
+            "DSPP",
+            "LOC284788",
+            "IZUMO1",
+            "SEPT7L",
+            "LOC100133957",
+            "ZNF521",
+            "LOC285194",
+            "THBS4",
+            "SCGB1D4",
+            "CXorf50B",
+            "LOC255025",
+            "CA12",
+            "ZNF415",
+            "LOC283050",
+            "PLD1",
+            "OR2T3",
+            "NGB",
+            "SPDYE4",
+            "POF1B",
+            "CLEC4C",
+            "SLC32A1",
+            "UGT2B28",
+            "BARX1",
+            "HERPUD2",
+            "OR14I1",
+            "LOC100189589",
+            "KCNJ6",
+            "C1orf87",
+            "TM2D2",
+            "RBMY1A3P",
+            "GDF5",
+            "FTCD",
+            "SPHK1",
+            "CSPG5",
+            "COX8C",
+            "OPN1MW",
+            "FAM74A3",
+            "ADRA1D",
+            "NOTO",
+            "ZNF100",
+            "DYTN",
+            "VSTM1",
+            "SLC36A3",
+            "OR2T8",
+            "LOC392196",
+            "SYCE1",
+            "CABP4",
+            "GPR88",
+            "PRHOXNB",
+            "HOXA6",
+            "C1orf230",
+            "HIST2H2AB",
+            "ZFP91-CNTF",
+            "KRTAP13-4",
+            "SPRR2F",
+            "DCAF12L1",
+            "FOXE3",
+            "LOC100240726",
+            "C15orf38",
+            "PROKR1",
+            "LOC100144604",
+            "CADPS",
+            "OR4S2",
+            "RBMY1B",
+            "PSD2",
+            "LRRC41",
+            "EPYC",
+            "C7orf28B",
+            "CLEC4M",
+            "C11orf34",
+            "SNORA16B",
+            "ST7OT2",
+            "TBK1",
+            "TBX4",
+            "HIST2H2BF",
+            "TDH",
+            "C15orf26",
+            "ZNF667",
+            "BMP3",
+            "EGFLAM",
+            "OTC",
+            "STK32C",
+            "LOC284661",
+            "LRRC10B",
+            "OR52L1",
+            "GSDMA",
+            "KIAA1210",
+            "CCDC122",
+            "ZNF534",
+            "MGAT3",
+            "NOS3",
+            "SLC2A7",
+            "SLC7A3",
+            "POU2F3",
+            "SRA1",
+            "CYP2C8",
+            "OR3A3",
+            "CPLX4",
+            "OR5T1",
+            "FAM187B",
+            "CD300LD",
+            "C3orf49",
+            "LEMD1",
+            "METTL10",
+            "CBWD3",
+            "OR5AK2",
+            "SLC17A8",
+            "TRIML1",
+            "PPAN-P2RY11",
+            "KIAA0408",
+            "SNORD15A",
+            "RBP3",
+            "SERPINB1",
+            "F2RL2",
+            "HIGD2B",
+            "GIMAP7",
+            "MSLNL",
+            "GSTT2",
+            "PCDH17",
+            "MPHOSPH6",
+            "DSG4",
+            "LOC219347",
+            "PCDHGB7",
+            "C20orf166",
+            "TOP1P2",
+            "SYT15",
+            "TTTY20",
+            "P2RY4",
+            "FLJ40292",
+            "ZNF79",
+            "IL1F6",
+            "REPS1",
+            "TC2N",
+            "LOC641367",
+            "GABRR2",
+            "KLF12",
+            "ZIM2",
+            "PNLIP",
+            "FLJ26850",
+            "P2RY11",
+            "FAM48B1",
+            "OR4F29",
+            "TTC29",
+            "ARSE",
+            "DEFB109P1B",
+            "CA3",
+            "ANKRD54",
+            "SLC9A10",
+            "TRH",
+            "TMEM229A",
+            "FEZF2",
+            "NKX2-2",
+            "OR11H12",
+            "C2orf39",
+            "OR52B4",
+            "CDX2",
+            "FRG1B",
+            "PPIAL4B",
+            "OR5K3",
+            "L3MBTL3",
+            "?|100130426",
+            "TPH2",
+            "METAP1",
+            "DUPD1",
+            "KCTD14",
+            "NKX3-1",
+            "TERC",
+            "IFNA8",
+            "LACRT",
+            "BOLL",
+            "VPS37C",
+            "SLC44A2",
+            "ACCN5",
+            "LHB",
+            "C16orf91",
+            "HSP90AB2P",
+            "RHD",
+            "CLRN2",
+            "PHOX2A",
+            "RNU11",
+            "PLP1",
+            "C6orf58",
+            "COL20A1",
+            "TAAR8",
+            "CMTM5",
+            "GRIK4",
+            "RAD51C",
+            "ZNF578",
+            "SNAR-H",
+            "KRTAP21-1",
+            "NCRNA00207",
+            "LOC653545",
+            "MAEA",
+            "NAT9",
+            "IL24",
+            "SNORD88C",
+            "SNORD90",
+            "TSSK2",
+            "SNAR-A3",
+            "DEFB114",
+            "KRTAP22-1",
+            "NMS",
+            "VTRNA1-1",
+            "SNORD16",
+            "KRTAP20-2",
+            "LCE3B",
+            "SPINK14",
+            "TTTY11",
+            "SNORD116-19",
+            "KRTAP20-3",
+            "SNAR-G2",
+            "DEFB113",
+            "KRTAP20-1",
+            "SNORD103A",
+            "SNAR-D",
+            "SNORA30"
+        ],
+        "Coefficient": [
+            5.905783673775684,
+            -5.582601404201888,
+            3.4565018783867165,
+            -3.2552767835029797,
+            -3.1886747418130206,
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+}

output/regress/Lactose_Intolerance/significant_genes_condition_Age.json

@@ -0,0 +1,21 @@
+{
+    "significant_genes": {
+        "Variable": [],
+        "Coefficient": [],
+        "Absolute Coefficient": []
+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 92.22222222222221,
+            "precision": 92.22222222222221,
+            "recall": 100.0,
+            "f1": 95.9315743655869
+        },
+        "selection": {
+            "precision": 0.0,
+            "recall": 0.0,
+            "f1": 0.0,
+            "jaccard": 0.0
+        }
+    }
+}

output/regress/Lactose_Intolerance/significant_genes_condition_Gender.json

@@ -0,0 +1,21 @@
+{
+    "significant_genes": {
+        "Variable": [],
+        "Coefficient": [],
+        "Absolute Coefficient": []
+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 92.22222222222221,
+            "precision": 92.22222222222221,
+            "recall": 100.0,
+            "f1": 95.9315743655869
+        },
+        "selection": {
+            "precision": 0.0,
+            "recall": 0.0,
+            "f1": 0.0,
+            "jaccard": 0.0
+        }
+    }
+}

output/regress/Lactose_Intolerance/significant_genes_condition_Hypertension.json

@@ -0,0 +1,21 @@
+{
+    "significant_genes": {
+        "Variable": [],
+        "Coefficient": [],
+        "Absolute Coefficient": []
+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 93.33333333333333,
+            "precision": 93.26807399841107,
+            "recall": 100.0,
+            "f1": 96.49075630252102
+        },
+        "selection": {
+            "precision": 0.0,
+            "recall": 0.0,
+            "f1": 0.0,
+            "jaccard": 0.0
+        }
+    }
+}

output/regress/Lactose_Intolerance/significant_genes_condition_None.json

@@ -0,0 +1,21 @@
+{
+    "significant_genes": {
+        "Variable": [],
+        "Coefficient": [],
+        "Absolute Coefficient": []
+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 92.22222222222221,
+            "precision": 92.22222222222221,
+            "recall": 100.0,
+            "f1": 95.9315743655869
+        },
+        "selection": {
+            "precision": 0.0,
+            "recall": 0.0,
+            "f1": 0.0,
+            "jaccard": 0.0
+        }
+    }
+}