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+            "AGA",
+            "ACTC1",
+            "ADRB1",
+            "ANGPT1",
+            "AEN",
+            "ABCA12",
+            "ACTN3",
+            "ADORA3",
+            "A4GALT",
+            "ANXA4",
+            "ABCC6",
+            "AKT3",
+            "DNASE1L2",
+            "ACAA2",
+            "CTRB1",
+            "COL15A1",
+            "AGBL3",
+            "ADGRL2",
+            "ABCA7",
+            "EEF1AKMT3",
+            "ARL4C",
+            "ABCA6",
+            "AIM2",
+            "ANXA8",
+            "ACADL",
+            "EBLN2",
+            "ADNP2",
+            "FOLR3",
+            "ALAS1",
+            "DIO1",
+            "ABCA1",
+            "ALOX5",
+            "BGLAP",
+            "C3orf36",
+            "C9",
+            "KLHL4",
+            "ALDH5A1",
+            "AADAC",
+            "GLT8D2",
+            "CCT3",
+            "DDIT4",
+            "ADCY6",
+            "ABHD3",
+            "GPR87",
+            "DFFB",
+            "ADAM11",
+            "ASB1",
+            "CPS1",
+            "ACTN2",
+            "CD52",
+            "H4C8",
+            "ACAN",
+            "ANKRD36BP2",
+            "DESI2",
+            "ART3",
+            "BAIAP2L2",
+            "ABL1",
+            "KIZ",
+            "ADGRD2",
+            "AKR1B10",
+            "ACD",
+            "ATP1B4",
+            "CNTN5",
+            "FAM120C",
+            "CLCN6",
+            "ACAP2",
+            "ADAM17",
+            "ABCB11",
+            "SLFN12",
+            "ACSS3",
+            "ABCG5",
+            "CCN4",
+            "ACTL6A",
+            "ABO",
+            "ADA",
+            "TEX12",
+            "RND3",
+            "LAMB2",
+            "CDKL5",
+            "ACAD10",
+            "APPL1",
+            "ACHE",
+            "NUBP2",
+            "ATXN7L3B",
+            "ADAM21",
+            "ANKH",
+            "ASAP2",
+            "ABI3BP",
+            "ATG2B",
+            "CDS1",
+            "ALS2CL",
+            "ACACA",
+            "TECTA",
+            "ADAM29",
+            "BTN2A2",
+            "ASGR2",
+            "CHD5",
+            "EDA2R",
+            "BARX1",
+            "ANKEF1",
+            "DRAM1",
+            "INSM1",
+            "ABR",
+            "EPCAM",
+            "ACBD3",
+            "ACR",
+            "ACSM3",
+            "CYP27A1",
+            "AGPAT2",
+            "CA10",
+            "BBS4",
+            "CA5A",
+            "KIF5C",
+            "AR",
+            "PCDHB12",
+            "BAG4",
+            "COQ9",
+            "CAP1",
+            "B4GALNT1",
+            "TADA2A",
+            "C3",
+            "AVPR1A",
+            "KRT18P50",
+            "ATP2B4",
+            "CPNE1",
+            "CLUAP1",
+            "CDC42EP3",
+            "ARHGAP45",
+            "ALPK1",
+            "AGFG2",
+            "TMEM43",
+            "AGMAT",
+            "B3GALT4",
+            "GPR88",
+            "ARHGAP8",
+            "APCS",
+            "CPT1A",
+            "FCGR2B",
+            "PLEK",
+            "KITLG",
+            "KCTD7",
+            "ADCY10",
+            "ADGRL4",
+            "ABCC5",
+            "FABP4",
+            "AKIP1",
+            "CHN1",
+            "AOC3",
+            "BRD3",
+            "GCDH",
+            "PCDH11X",
+            "EIF2B2",
+            "ASCL3",
+            "ATP10B",
+            "HSPA6",
+            "PHLDA3",
+            "ACTR2",
+            "FDXR",
+            "CHL1",
+            "LRRC49",
+            "CISD1",
+            "EMP2",
+            "CHRNA2",
+            "DNAAF11",
+            "RNF25",
+            "CTNNAL1",
+            "PKD2L2",
+            "LILRA3",
+            "DOK5",
+            "ZFHX3",
+            "CRMP1",
+            "AFF3",
+            "ANTXR1",
+            "DVL1",
+            "DNAL4",
+            "APBB1IP",
+            "SYCE1L",
+            "ACSM5",
+            "ARHGAP44",
+            "ATRNL1",
+            "ACTR1A",
+            "IPO8",
+            "RPE65",
+            "SREK1",
+            "CSRP3",
+            "APOL3",
+            "CPNE6",
+            "ACOT8",
+            "DKK2",
+            "PMS2P3",
+            "KLK8",
+            "UBE2V1P9",
+            "ANKRD34C",
+            "NELL2",
+            "CCR7",
+            "SOAT2",
+            "ATG16L1",
+            "MAP7",
+            "CH25H",
+            "DNAAF1",
+            "ADCY8",
+            "CHFR",
+            "LGMN",
+            "CCL8",
+            "HEXA-AS1",
+            "ADAMTSL3",
+            "ZNF266",
+            "KIFC1",
+            "RFWD3",
+            "RPL10",
+            "ADRB2",
+            "SPATA20",
+            "CAMKV",
+            "ACYP2",
+            "ADAM7",
+            "BABAM2",
+            "SHC1P1",
+            "ITIH1",
+            "IKZF3",
+            "DNAI4",
+            "UNC45A",
+            "AMBP",
+            "ANKRD40",
+            "SPECC1L",
+            "FCRL2",
+            "CASD1",
+            "ALDH1B1",
+            "TCF7",
+            "COX20",
+            "SLC25A10",
+            "RAB11FIP5",
+            "H2AC18",
+            "ADGRF5",
+            "ADO",
+            "CLEC4M",
+            "ACTN1",
+            "KCNAB3",
+            "CD8B",
+            "GPATCH2L",
+            "LDB3",
+            "CCDC170",
+            "IK",
+            "APOE",
+            "CARD9",
+            "UNG",
+            "TRPM1",
+            "APOBEC1",
+            "WSCD2",
+            "AK4",
+            "AKTIP",
+            "LIMS2",
+            "H2AC19"
+        ],
+        "Coefficient": [
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+        "Absolute Coefficient": [
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+    }
+}

output/regress/Osteoporosis/significant_genes_condition_Gender.json

@@ -0,0 +1,87 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "TRMT9B",
+            "SSX8P",
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+            "ZNF627",
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+        }
+    }
+}

output/regress/Osteoporosis/significant_genes_condition_Hypertension.json

@@ -0,0 +1,825 @@
+{
+    "significant_genes": {
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+        }
+    }
+}

output/regress/Osteoporosis/significant_genes_condition_Liver_Cancer.json

@@ -0,0 +1,804 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB7",
+            "ABCA5",
+            "AGFG1",
+            "ABCD4",
+            "ABCA11P",
+            "AGA",
+            "BACH2",
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+            "DNASE1L2",
+            "ANGPT1",
+            "ABCA12",
+            "AGBL3",
+            "EBLN2",
+            "ABCA7",
+            "CTRB1",
+            "ACTN3",
+            "ABCA6",
+            "AEN",
+            "ACAA2",
+            "COL15A1",
+            "ADORA3",
+            "ADGRL2",
+            "EEF1AKMT3",
+            "ASB1",
+            "AKT3",
+            "KLHL4",
+            "A4GALT",
+            "ANXA8",
+            "ACTN2",
+            "AADAC",
+            "DIO1",
+            "ANKRD36BP2",
+            "C3orf36",
+            "ANXA4",
+            "ARL4C",
+            "ACTR1A",
+            "ADCY6",
+            "AIM2",
+            "GLT8D2",
+            "DDIT4",
+            "KIZ",
+            "CCT3",
+            "ABHD3",
+            "H4C8",
+            "ACD",
+            "ACAN",
+            "DESI2",
+            "CLCN6",
+            "ALAS1",
+            "ACADL",
+            "ADAM11",
+            "ACTL6A",
+            "ABL1",
+            "ASGR2",
+            "FOLR3",
+            "GPR87",
+            "AVPR1A",
+            "ALDH5A1",
+            "ADNP2",
+            "C9",
+            "ABCA1",
+            "BAG4",
+            "CPS1",
+            "ADA",
+            "BAIAP2L2",
+            "ATG2B",
+            "ADGRD2",
+            "BGLAP",
+            "ACR",
+            "FAM120C",
+            "DFFB",
+            "ADAM29",
+            "ABR",
+            "ART3",
+            "BARX1",
+            "CYP27A1",
+            "SLFN12",
+            "ALS2CL",
+            "ALOX5",
+            "ACAP2",
+            "CD52",
+            "BTN2A2",
+            "TECTA",
+            "TADA2A",
+            "ADAM17",
+            "ACAD10",
+            "ABCB11",
+            "DNAAF1",
+            "ABO",
+            "CLUAP1",
+            "INSM1",
+            "ACBD3",
+            "CDKL5",
+            "CHD5",
+            "CDS1",
+            "RND3",
+            "CNTN5",
+            "NUBP2",
+            "DRAM1",
+            "APPL1",
+            "AKR1B10",
+            "ACACA",
+            "CPT1A",
+            "AGPAT2",
+            "ANTXR1",
+            "ADGRL4",
+            "ATXN7L3B",
+            "ADAM21",
+            "LAMB2",
+            "CPNE1",
+            "KLK8",
+            "ANKEF1",
+            "CCN4",
+            "ATP1B4",
+            "KIF5C",
+            "APOL3",
+            "ACSS3",
+            "CISD1",
+            "CA5A",
+            "CAP1",
+            "APCS",
+            "ACSBG2",
+            "PCDH11X",
+            "TEX12",
+            "ASAP2",
+            "PCDHB12",
+            "PHLDA3",
+            "SREK1",
+            "EDA2R",
+            "CHN1",
+            "BBS4",
+            "ATP2B4",
+            "ACSM3",
+            "ABI3BP",
+            "EPCAM",
+            "AGFG2",
+            "CH25H",
+            "C3",
+            "ABCC5",
+            "ZFHX3",
+            "KRT18P50",
+            "ITPKA",
+            "BRAF",
+            "AMBP",
+            "ANKH",
+            "ARHGAP8",
+            "COQ9",
+            "ARHGAP45",
+            "DNAL4",
+            "B4GALNT1",
+            "ASCL3",
+            "ADCY10",
+            "DNAI4",
+            "RPE65",
+            "CTNNAL1",
+            "FABP4",
+            "GCDH",
+            "AFF3",
+            "CDC37L1",
+            "AKTIP",
+            "CLCNKB",
+            "CPNE6",
+            "ACSM5",
+            "ALPK1",
+            "B3GALT4",
+            "DDX6",
+            "ATG16L1",
+            "ARHGAP44",
+            "DVL1",
+            "CCL8",
+            "PLEK",
+            "DCLRE1C",
+            "IFT88",
+            "FXYD7",
+            "RPL10",
+            "MAP7",
+            "CHFR",
+            "SYCE1L",
+            "APOBEC3C",
+            "FDXR",
+            "CYP26B1",
+            "CDC42EP3",
+            "AKAP5",
+            "EIF2B2",
+            "CLEC4E",
+            "HMGB3",
+            "ARSB",
+            "BCL2L10",
+            "FCGR2B",
+            "CAMKV",
+            "CA10",
+            "AFTPH",
+            "AKIP1",
+            "GPR88",
+            "BCL9",
+            "CD8B",
+            "LIMS2",
+            "SOAT2",
+            "KCTD7",
+            "AR",
+            "BRD3",
+            "TLX3",
+            "GAGE2A",
+            "IKZF3",
+            "HTR3A",
+            "CASD1",
+            "ARNT2",
+            "RASAL1",
+            "KITLG",
+            "DKK2",
+            "TMEM43",
+            "LRRC49",
+            "ZNF266",
+            "CCR7",
+            "ADCY8",
+            "COX20",
+            "FRRS1L",
+            "BTN3A2",
+            "MAGEA10",
+            "AFG2B",
+            "HSPA6",
+            "RTF2",
+            "SLC7A2",
+            "ACTR2",
+            "ADGRF5",
+            "BTD",
+            "VPS37C",
+            "GUCY2C",
+            "EMP2",
+            "DUOX1",
+            "ADIRF",
+            "DOK5",
+            "HIRA",
+            "ANKRD34C",
+            "AOC3",
+            "CYBRD1",
+            "UNG",
+            "PDE4DIP",
+            "CGRRF1",
+            "CMA1",
+            "GPATCH2L",
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+    }
+}

output/regress/Ovarian_Cancer/significant_genes_condition_Age.json

@@ -0,0 +1,105 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "NOP56",
+            "PRDX4",
+            "RANGRF",
+            "MTCL2",
+            "DNAH17",
+            "MAP2K6",
+            "MED15",
+            "RFPL2",
+            "OXTR",
+            "RNASE12",
+            "SNRPN",
+            "SNORD12C",
+            "C19orf12",
+            "ABCB4",
+            "TRIL",
+            "TMEM106C",
+            "CHST13",
+            "SLC30A5",
+            "KRT38",
+            "SUPT5H",
+            "CLEC2D",
+            "MIR630",
+            "S1PR4",
+            "HSPBAP1",
+            "ESS2",
+            "CNPY2",
+            "LRFN3"
+        ],
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+            "jaccard": 0.2648659535993023
+        }
+    }
+}

output/regress/Ovarian_Cancer/significant_genes_condition_Hypertension.json

@@ -0,0 +1,99 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "NOP56",
+            "PRDX4",
+            "MED15",
+            "RANGRF",
+            "MAP2K6",
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+            "MTCL2",
+            "SNORD12C",
+            "RFPL2",
+            "CLEC2D",
+            "YWHAE",
+            "CHST13",
+            "MIR630",
+            "LRFN3",
+            "RPF2",
+            "SUPT5H",
+            "TMEM106C",
+            "CNPY2",
+            "KCNH2",
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+            "precision": 54.42460317460318,
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+            "f1": 0.6247348479472234,
+            "jaccard": 0.31338165983883504
+        }
+    }
+}

output/regress/Ovarian_Cancer/significant_genes_condition_None.json

@@ -0,0 +1,117 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "NOP56",
+            "PRDX4",
+            "RANGRF",
+            "MTCL2",
+            "DNAH17",
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+            "RFPL2",
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+            "MED15",
+            "RNASE12",
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+            "TRIL",
+            "SNORD12C",
+            "ABCB4",
+            "TMEM106C",
+            "SLC30A5",
+            "KRT38",
+            "CHST13",
+            "S1PR4",
+            "LIN37",
+            "CLEC2D",
+            "SUPT5H",
+            "MIR630",
+            "HSPBAP1",
+            "CNPY2",
+            "NRN1",
+            "PRDM12",
+            "LRFN3",
+            "RPF2",
+            "ESS2"
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+            "jaccard": 0.24079599548396216
+        }
+    }
+}

output/regress/Ovarian_Cancer/significant_genes_condition_Obesity.json

@@ -0,0 +1,114 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "NOP56",
+            "RANGRF",
+            "PRDX4",
+            "DNAH17",
+            "MTCL2",
+            "MAP2K6",
+            "RFPL2",
+            "MED15",
+            "OXTR",
+            "C19orf12",
+            "TRIL",
+            "SNRPN",
+            "RNASE12",
+            "SNORD12C",
+            "ABCB4",
+            "SLC30A5",
+            "TMEM106C",
+            "KRT38",
+            "HSPBAP1",
+            "CHST13",
+            "LIN37",
+            "LRFN3",
+            "CLEC2D",
+            "S1PR4",
+            "MIR630",
+            "RPF2",
+            "NRN1",
+            "CNPY2",
+            "OR9Q2",
+            "SUPT5H"
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+    }
+}

output/regress/Pancreatic_Cancer/significant_genes_condition_Age.json

@@ -0,0 +1,294 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABL1",
+            "ATF2",
+            "ATG7",
+            "CSF2",
+            "AMBP",
+            "BAGE",
+            "IRF7",
+            "HLA-DRB4",
+            "ADORA2A",
+            "ATF1",
+            "IL19",
+            "AICDA",
+            "BCL6",
+            "DDX43",
+            "IL15",
+            "IFITM2",
+            "NT5E",
+            "CCL14",
+            "ENTPD1",
+            "ISG20",
+            "ARG1",
+            "HLA-A",
+            "CXCL6",
+            "STAT2",
+            "CD163",
+            "IL9",
+            "C3",
+            "APOE",
+            "HLA-DQB1",
+            "CD1A",
+            "PNMA1",
+            "IL22RA2",
+            "ATG5",
+            "CCL11",
+            "CCR4",
+            "IL18R1",
+            "MCAM",
+            "PLAU",
+            "LILRA4",
+            "IL32",
+            "FCER1G",
+            "APP",
+            "IFNAR1",
+            "GAGE1",
+            "ALCAM",
+            "MBL2",
+            "ENG",
+            "IL22",
+            "FCGR2B",
+            "ARG2",
+            "OAS3",
+            "STAT4",
+            "CKLF",
+            "PRKCE",
+            "CD24",
+            "CTSH",
+            "CD59",
+            "CD37",
+            "ANXA1",
+            "CD47",
+            "NEFL",
+            "IFIT1",
+            "IRAK4",
+            "CCL3L1",
+            "JAM3",
+            "GTF3C1",
+            "HLA-DPB1",
+            "LRP1",
+            "IRAK1",
+            "CD33",
+            "TNFSF18",
+            "CCR1",
+            "CREBBP",
+            "SAA1",
+            "FLT3LG",
+            "SPANXB1",
+            "BLK",
+            "BCL2",
+            "IRF3",
+            "CFI",
+            "IL4R",
+            "IL1B",
+            "HAVCR2",
+            "ATM",
+            "FOXJ1",
+            "ITGA5",
+            "DPP4",
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+    "cv_performance": {
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+            "precision": 90.0,
+            "recall": 95.0,
+            "f1": 90.47619047619048
+        },
+        "selection": {
+            "precision": 0.8672790510097663,
+            "recall": 16.0,
+            "f1": 1.6453643312995303,
+            "jaccard": 0.8355263157894737
+        }
+    }
+}

output/regress/Pancreatic_Cancer/significant_genes_condition_Gender.json

@@ -0,0 +1,975 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABL1",
+            "ADORA2A",
+            "ABCB1",
+            "ADGRE2",
+            "ALCAM",
+            "AIRE",
+            "ADA",
+            "A2M",
+            "C4B",
+            "AMBP",
+            "ATF2",
+            "DPP4",
+            "BIRC5",
+            "ARG2",
+            "ATG12",
+            "C3",
+            "CCL23",
+            "C1R",
+            "FCGR1A",
+            "ENTPD1",
+            "CD99",
+            "CD160",
+            "IFITM1",
+            "ATG16L1",
+            "BCL6",
+            "IL3RA",
+            "HLA-DRB4",
+            "ATF1",
+            "FUT5",
+            "C8G",
+            "ATM",
+            "CD19",
+            "CXCL1",
+            "CHUK",
+            "C3AR1",
+            "CD163",
+            "ICAM1",
+            "IL32",
+            "DUSP6",
+            "BCL2L1",
+            "CD3D",
+            "C8B",
+            "CD68",
+            "HRAS",
+            "CD37",
+            "CREB5",
+            "ANP32B",
+            "CCL18",
+            "CLEC5A",
+            "MICB",
+            "CTLA4",
+            "CEACAM6",
+            "C1S",
+            "CCL14",
+            "CREB1",
+            "HAMP",
+            "CCL20",
+            "CD1B",
+            "DDX43",
+            "ENG",
+            "USP9Y",
+            "CD81",
+            "ATG7",
+            "ATG10",
+            "APP",
+            "INPP5D",
+            "CEACAM8",
+            "CTSW",
+            "C4BPA",
+            "IL19",
+            "C6",
+            "CARD9",
+            "MAF",
+            "CCL5",
+            "CD2",
+            "CCL11",
+            "CCL15",
+            "CD70",
+            "FCGR2B",
+            "C9",
+            "F13A1",
+            "BST1",
+            "GZMA",
+            "CD1E",
+            "CCND3",
+            "CFB",
+            "PLAU",
+            "IFIT2",
+            "GATA3",
+            "CSF2",
+            "CCL4",
+            "IFIH1",
+            "CX3CR1",
+            "CCR7",
+            "GZMB",
+            "CD36",
+            "FAS",
+            "ELANE",
+            "CLEC4A",
+            "AICDA",
+            "CD59",
+            "CXCL5",
+            "CCR6",
+            "CXCL8",
+            "CLEC7A",
+            "TFRC",
+            "CCL13",
+            "NT5E",
+            "LCN2",
+            "RORC",
+            "BTLA",
+            "BST2",
+            "PRKCE",
+            "CCL22",
+            "CARD11",
+            "IL34",
+            "CCL26",
+            "HLA-G",
+            "DOCK9",
+            "CTAG1B",
+            "CD48",
+            "C5",
+            "CCL28",
+            "CXCL6",
+            "IFITM2",
+            "FOXJ1",
+            "FLT3",
+            "IL12RB2",
+            "CD83",
+            "CD1A",
+            "IL1B",
+            "CD209",
+            "POU2F2",
+            "IL5",
+            "EP300",
+            "SAA1",
+            "CXCL13",
+            "HLA-E",
+            "CCL19",
+            "CD96",
+            "C1QA",
+            "CD8A",
+            "CCL24",
+            "HLA-A",
+            "CXCL3",
+            "CASP10",
+            "KLRF1",
+            "CDK1",
+            "CCR9",
+            "CD58",
+            "LRP1",
+            "CHIT1",
+            "F12",
+            "DEFB1",
+            "IL6ST",
+            "IFI35",
+            "S100B",
+            "GAGE1",
+            "LILRB1",
+            "PECAM1",
+            "HLA-B",
+            "CCR2",
+            "CD46",
+            "NEFL",
+            "FCER2",
+            "CCRL2",
+            "FEZ1",
+            "PYCARD",
+            "CD244",
+            "CD86",
+            "ITGA5",
+            "MS4A2",
+            "MBL2",
+            "MCAM",
+            "CD79A",
+            "RIGI",
+            "ITGB3",
+            "IL17B",
+            "IL1RN",
+            "TNFSF15",
+            "KLRC2",
+            "FCGR3A",
+            "MSR1",
+            "ECSIT",
+            "C7",
+            "CCR5",
+            "BID",
+            "PNMA1",
+            "CLEC4C",
+            "CMKLR1",
+            "LAIR2",
+            "APOE",
+            "PASD1",
+            "ITGAE",
+            "IL1RL1",
+            "EOMES",
+            "HLA-C",
+            "TREM1",
+            "CREBBP",
+            "NRP1",
+            "RELB",
+            "NCF4",
+            "JAML",
+            "MAP2K4",
+            "FN1",
+            "KIT",
+            "DMBT1",
+            "PLAUR",
+            "CCL3",
+            "LAMP1",
+            "HAVCR2",
+            "F2RL1",
+            "RIPK2",
+            "IRF3",
+            "STAT4",
+            "CCL27",
+            "CXCL9",
+            "CD22",
+            "PDGFRB",
+            "BLK",
+            "CD63",
+            "MICA",
+            "ATG5",
+            "PLA2G6",
+            "CD180",
+            "CCL8",
+            "SPN",
+            "CD1D",
+            "IRF5",
+            "HLA-DQB1",
+            "FUT7",
+            "FPR2",
+            "TNFSF13",
+            "TLR7",
+            "CCL3L1",
+            "OSM",
+            "ILF3",
+            "MAP2K1",
+            "PIN1",
+            "LAG3",
+            "BAGE",
+            "CCL7",
+            "EGR2",
+            "AXL",
+            "IFNG",
+            "IL18R1",
+            "IRF4",
+            "IL12B",
+            "CD44",
+            "TBK1",
+            "STAT2",
+            "MAP3K5",
+            "NFATC2",
+            "NFKB1",
+            "ICAM3",
+            "CD7",
+            "IRAK4",
+            "CCL1",
+            "IDO1",
+            "LILRA4",
+            "CXCR1",
+            "CXCL16",
+            "IFNA7",
+            "EGR1",
+            "CRP",
+            "TBX21",
+            "GZMM",
+            "KIR3DL1",
+            "CDKN1A",
+            "VEGFA",
+            "XCR1",
+            "MR1",
+            "ELK1",
+            "IFI16",
+            "TAL1",
+            "CXCR3",
+            "CASP8",
+            "CD84",
+            "BAX",
+            "CMA1",
+            "IL1R2",
+            "CD80",
+            "MAGEA1",
+            "FYN",
+            "NCR1",
+            "PTGS2",
+            "ITGB4",
+            "BCL2",
+            "IL2RA",
+            "CTCFL",
+            "HLA-DRA",
+            "PAX5",
+            "IFNA2",
+            "TGFB2",
+            "IRF7",
+            "SIGIRR",
+            "IFIT1",
+            "CKLF",
+            "IL1R1",
+            "CD200",
+            "ICOS",
+            "CFP",
+            "IL16",
+            "TNFRSF10B",
+            "HCK",
+            "C1QB",
+            "NFKB2",
+            "ITGAX",
+            "CD276",
+            "JAK2",
+            "ITGAM",
+            "CX3CL1",
+            "IL12RB1",
+            "FCGR2A",
+            "ICAM4",
+            "IL21",
+            "MAGEB2"
+        ],
+        "Coefficient": [
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+    "cv_performance": {
+        "prediction": {
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+            "recall": 100.0,
+            "f1": 100.0
+        },
+        "selection": {
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+            "recall": 40.0,
+            "f1": 1.4117635240604052,
+            "jaccard": 0.7109118817682262
+        }
+    }
+}

output/regress/Pancreatic_Cancer/significant_genes_condition_Hypertension.json

@@ -0,0 +1,618 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ANGPTL7",
+            "SMIM12",
+            "TUBB1",
+            "IDI2-AS1",
+            "OR8B1P",
+            "TRIM51",
+            "XPR1",
+            "MIR106A",
+            "RNA5SP74",
+            "GHRL",
+            "HRH1",
+            "MIR1909",
+            "CACNA2D4",
+            "TSBP1",
+            "RAPSN",
+            "CD5L",
+            "EP300",
+            "CCL7",
+            "RFXAP",
+            "OR6Q1",
+            "LRFN5",
+            "OR8A1",
+            "UGT2B28",
+            "HNRNPA1P8",
+            "HMOX1",
+            "MIR146A",
+            "FRMD7",
+            "ALDH8A1",
+            "APLNR",
+            "RPS6P6",
+            "MTA1",
+            "MDS2",
+            "GSTM1",
+            "PLAU",
+            "MMAB",
+            "FADS1",
+            "CASP2",
+            "SLC25A35",
+            "LINC01602",
+            "PCDHB11",
+            "TP53I11",
+            "IKZF4",
+            "LRFN1",
+            "RAD21L1",
+            "SP3",
+            "CATSPER3",
+            "KRTAP13-3",
+            "METTL21EP",
+            "MRGPRX3",
+            "OR4A16",
+            "PFN4",
+            "MIR382",
+            "FBXO15",
+            "GPR148",
+            "NECAB1",
+            "NANOGNB",
+            "NHS",
+            "SSX7",
+            "CFL1P3",
+            "GLUD2",
+            "ANXA10",
+            "RNA5SP269",
+            "MAGEE1",
+            "OR10U1P",
+            "AMTN",
+            "OR4C46",
+            "GOT1L1",
+            "CSN3",
+            "REXO1",
+            "PNLDC1",
+            "COTL1P1",
+            "PRPS1L1",
+            "HCFC1R1",
+            "ZNF233",
+            "CREB3L4",
+            "RHBDL1",
+            "PSMB3P2",
+            "OR1N2",
+            "SURF6",
+            "SPARC",
+            "OR4H12P",
+            "LRIT3",
+            "INTS15",
+            "FAM223A",
+            "RNU6-68P",
+            "RASL11A",
+            "OR11G2",
+            "OR1J1",
+            "LYPD5",
+            "SPRR2D",
+            "UNC50",
+            "RNA5SP183",
+            "HUS1",
+            "DEFB118",
+            "DDX20",
+            "PEG10",
+            "ACTR5",
+            "PF4",
+            "RNA5SP340",
+            "CIBAR1P1",
+            "SMOC1",
+            "S100A11P2",
+            "CCDC121",
+            "KLHL42",
+            "TRPM8",
+            "PGA3",
+            "ARL13A",
+            "MIR100",
+            "ADGRG2",
+            "CHI3L2",
+            "SSU72P1",
+            "CIDECP1",
+            "ANKRD35",
+            "RNF187",
+            "C10orf90",
+            "YBX1P1",
+            "HSD3BP4",
+            "GDPD4",
+            "HSBP1P2",
+            "SNORA36C",
+            "LHCGR",
+            "IFI6",
+            "SPESP1",
+            "PITX1",
+            "OR1S2",
+            "OR51A6P",
+            "RPL7L1P8",
+            "RBM4B",
+            "WFDC3",
+            "OR5G3",
+            "MIR141",
+            "OR51B6",
+            "STX10",
+            "HMGN1P30",
+            "KLHL38",
+            "CRELD1",
+            "BOLA1",
+            "SCGB1D2",
+            "EPHA7",
+            "KCNB1",
+            "NPM1P8",
+            "PCDH8",
+            "CXCL14",
+            "OR1L1",
+            "RPL7L1P4",
+            "C1orf216",
+            "ANKRD34C",
+            "VXN",
+            "ATP6V1C2",
+            "NEFL",
+            "POSTN",
+            "SUMO1P1",
+            "SLC6A1",
+            "TAPBPL",
+            "RGS2",
+            "RAB39B",
+            "MIR1908",
+            "BTBD2",
+            "PIN1",
+            "STATH",
+            "OR6B1",
+            "GRIN2B",
+            "LDLRAP1",
+            "ALX1",
+            "INVS",
+            "GBP7",
+            "FAM149B1",
+            "CEBPA-DT",
+            "BCL6",
+            "SLC9A2",
+            "SNORD37",
+            "LIAT1",
+            "ZNF304",
+            "NXPE2",
+            "MIR153-2",
+            "GSTT2",
+            "STAC",
+            "NOX5",
+            "STAT1",
+            "RNF31",
+            "VSTM1",
+            "GFRA3",
+            "C7orf33",
+            "PARL",
+            "TBCCD1",
+            "RPL13",
+            "HPR",
+            "PLEKHF1",
+            "ZNF619",
+            "TRIM51G",
+            "OR13H1",
+            "SNORD48",
+            "SNORD68",
+            "GNB5",
+            "IRF9",
+            "FAM223B",
+            "PGA5",
+            "GSTT2B"
+        ],
+        "Coefficient": [
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+        }
+    }
+}

output/regress/Pancreatic_Cancer/significant_genes_condition_None.json

@@ -0,0 +1,612 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ANGPTL7",
+            "TUBB1",
+            "IDI2-AS1",
+            "MIR1909",
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+            "FAM149B1",
+            "SSU72P1",
+            "LRIT3",
+            "S100A11P2",
+            "DDX20",
+            "OR1S2",
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+            "IKZF4",
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+            "CASP2",
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+            "YBX1P1",
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+            "CIDECP1",
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+        }
+    }
+}

output/regress/Pancreatic_Cancer/significant_genes_condition_Obesity.json

@@ -0,0 +1,588 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "MIR1909",
+            "TUBB1",
+            "IDI2-AS1",
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+        "Absolute Coefficient": [
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+    },
+    "cv_performance": {
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+            "precision": 82.5125661762861,
+            "recall": 82.63053939524528,
+            "f1": 81.65169842792734
+        },
+        "selection": {
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+            "f1": 1.3478677861403874,
+            "jaccard": 0.679576257028255
+        }
+    }
+}

output/regress/Parkinsons_Disease/significant_genes_condition_Age.json

@@ -0,0 +1,1251 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ATG2A",
+            "ACTL10",
+            "FN3KRP",
+            "CERS5",
+            "ANKFY1",
+            "MAP3K7CL",
+            "SCGB3A1",
+            "DHX32",
+            "ANKS4B",
+            "CDY2B",
+            "ATP6V1H",
+            "ARHGAP31",
+            "NYAP1",
+            "BPNT1",
+            "CDH23",
+            "EIF2S1",
+            "CARM1",
+            "ACOT4",
+            "EMC1",
+            "CLCN4",
+            "ACLY",
+            "ATP6V1D",
+            "CENPC",
+            "CC2D1B",
+            "NDUFAF7",
+            "EIF1",
+            "BAMBI",
+            "FAM117A",
+            "ATP1A3",
+            "ABCB7",
+            "ACAD8",
+            "MAP3K10",
+            "HLA-C",
+            "FMC1-LUC7L2",
+            "COX14",
+            "BCL2L2",
+            "CDK5RAP2",
+            "ADCYAP1",
+            "SUCLG1",
+            "ETFDH",
+            "C20orf204",
+            "CRX",
+            "CTU1",
+            "ADM",
+            "ACTR5",
+            "LAMC3",
+            "PDRG1",
+            "BYSL",
+            "BIN3",
+            "MED16",
+            "LGALS2",
+            "ANKRD54",
+            "ARHGAP19",
+            "PTGDS",
+            "ADAM17",
+            "LIMS2",
+            "LMNTD1",
+            "CYBB",
+            "ATOSB",
+            "ALG5",
+            "CYP27A1",
+            "EPX",
+            "GFRA2",
+            "ABCG1",
+            "COQ8B",
+            "EIF4A3",
+            "BHLHE22",
+            "ELAVL1",
+            "BUB1B",
+            "CLPX",
+            "C7",
+            "AP1M2",
+            "CES3",
+            "OR52E6",
+            "ASMT",
+            "ABHD1",
+            "TMEM164",
+            "AARS2",
+            "FER1L6-AS1",
+            "PPIA",
+            "PROP1",
+            "EGLN1",
+            "NDUFV3",
+            "ALG8",
+            "CDC20",
+            "CAST",
+            "GPR108",
+            "ANXA7",
+            "ZNF615",
+            "DNAJC15",
+            "BMP8B",
+            "CCDC24",
+            "ADAD1",
+            "CPTP",
+            "ENTPD6",
+            "CARF",
+            "GALNS",
+            "HIP1",
+            "CATSPER1",
+            "GOLT1B",
+            "MPHOSPH10",
+            "ALS2",
+            "DNAH8",
+            "CD300E",
+            "MOGS",
+            "DHRS4",
+            "GAL3ST1",
+            "ZSWIM4",
+            "COX20",
+            "ADCY2",
+            "ACTR3",
+            "CALCOCO1",
+            "CCDC186",
+            "ALDH3A2",
+            "ARHGAP10",
+            "MORC2",
+            "CALHM6",
+            "GRM2",
+            "EIPR1",
+            "ANP32E",
+            "ACVR1B",
+            "ARID1A",
+            "TMEM39A",
+            "SAPCD2",
+            "CCKAR",
+            "CLCA1",
+            "MAP3K6",
+            "HAS1",
+            "AZI2",
+            "GLRX",
+            "ARL2BP",
+            "INPP5B",
+            "CHURC1",
+            "ADAM30",
+            "A4GNT",
+            "FLYWCH2",
+            "CCDC107",
+            "OR1G1",
+            "SMG7",
+            "CLC",
+            "CCDC51",
+            "EIF3G",
+            "ADGRG3",
+            "LRRC58",
+            "CEP164",
+            "CD9",
+            "GET3",
+            "RHCG",
+            "CRACR2B",
+            "ACAA2",
+            "ACTA2",
+            "ACOT1",
+            "BTBD1",
+            "C19orf12",
+            "CIAPIN1",
+            "MYBBP1A",
+            "MAPRE3",
+            "AHRR",
+            "C16orf86",
+            "ENTPD4",
+            "SGPL1",
+            "CACNA1F",
+            "ALDH6A1",
+            "AQP10",
+            "CFD",
+            "ADH1B",
+            "AGO2",
+            "BMERB1",
+            "ATF6",
+            "BTNL3",
+            "CLCF1",
+            "LGALSL",
+            "MTCH2",
+            "GASK1A",
+            "ADAD2",
+            "COMMD5",
+            "ROGDI",
+            "OLIG1",
+            "ANP32A",
+            "CYP4F12",
+            "SLC38A11",
+            "DNAJA3",
+            "SMARCAL1",
+            "SLC25A29",
+            "DUSP14",
+            "CCDC28A",
+            "KCTD6",
+            "FAM118A",
+            "EEF1AKMT3",
+            "LCE1F",
+            "OR51B2",
+            "CRTAP",
+            "ANO6",
+            "NQO2",
+            "ABTB1",
+            "MEMO1",
+            "ANAPC16",
+            "PCDHA5",
+            "GALT",
+            "THOC5",
+            "ARMC10",
+            "COLGALT2",
+            "PEBP4",
+            "QTRT2",
+            "NUDT2",
+            "CALHM1",
+            "CINP",
+            "CCDC66",
+            "E2F2",
+            "VAV2",
+            "SYMPK",
+            "DCAKD",
+            "ATF1",
+            "ATG13",
+            "CHRDL2",
+            "DNPEP",
+            "CEP350",
+            "ISL2",
+            "CDA",
+            "C19orf47",
+            "POLR2D",
+            "DNAJB8",
+            "OSBP2",
+            "GTF2H3",
+            "PCSK1N",
+            "DEFA1",
+            "APOM",
+            "CTRL",
+            "MORN1",
+            "PES1",
+            "CCDC126",
+            "KNTC1",
+            "H2BC8",
+            "ANKRD13C-DT",
+            "DEFB121",
+            "GPR171",
+            "ATP2A2",
+            "MYBPH",
+            "ING4",
+            "CFAP221",
+            "CASTOR3P",
+            "EEPD1",
+            "CCDC124",
+            "PKNOX2",
+            "DEFA4",
+            "BRD3",
+            "EFHD1",
+            "CYSTM1",
+            "ACP3",
+            "CTDNEP1",
+            "ZIK1",
+            "OR4F3",
+            "PLCH2",
+            "PLA2G10",
+            "SPTA1",
+            "ERP27",
+            "LYL1",
+            "EBF1",
+            "MAN2A1",
+            "HMBOX1",
+            "ATP13A1",
+            "JOSD1",
+            "ACO2",
+            "CEBPG",
+            "FMO5",
+            "DNAJC27",
+            "DBNDD1",
+            "CA4",
+            "INSR",
+            "C7orf25",
+            "ABHD12",
+            "ST3GAL4",
+            "ST13P6",
+            "PI4K2A",
+            "TK1",
+            "DCBLD1",
+            "ZNF701",
+            "BPNT2",
+            "MRM2",
+            "EBPL",
+            "CHMP6",
+            "FMO4",
+            "CABP7",
+            "SMAD5",
+            "LMBR1L",
+            "DRD1",
+            "C2orf42",
+            "SLFN13",
+            "CARD8",
+            "BCL2L1",
+            "GTF2E1",
+            "GIGYF2",
+            "DSCC1",
+            "CHD7",
+            "COA8",
+            "CTTNBP2NL",
+            "TYMS",
+            "P2RX1",
+            "CHRNA9",
+            "GASK1B",
+            "ANXA5",
+            "TNFAIP1",
+            "TUSC2",
+            "TMCO4",
+            "C11orf68",
+            "KRTAP19-1",
+            "CZIB",
+            "EIF3C",
+            "TUBB4B",
+            "ASPRV1",
+            "HSD17B2",
+            "CBR3",
+            "CA10",
+            "HEXA",
+            "PRKAR2A",
+            "FASTKD1",
+            "DIP2C",
+            "ABHD18",
+            "SPAG7",
+            "SELENOO",
+            "NABP2",
+            "ZMYM4",
+            "BRSK1",
+            "CIAO3",
+            "DDX50",
+            "TMEM186",
+            "CCNF",
+            "ENO2",
+            "UQCR10",
+            "TLK2",
+            "TMEM225",
+            "ADSS2",
+            "DHX34",
+            "C9orf85",
+            "CREBL2",
+            "HRAS",
+            "RBBP6",
+            "PALD1",
+            "RNASET2",
+            "ARPP19",
+            "DHTKD1",
+            "EIF4EBP3",
+            "IPO13",
+            "GDF2",
+            "CCDC167",
+            "SRA1",
+            "LMTK3",
+            "ACY3",
+            "C19orf25",
+            "BTNL8",
+            "WDR81",
+            "TFPT",
+            "DCAF8L2",
+            "B3GNTL1",
+            "SLC5A8",
+            "GLIPR1L2",
+            "PPP2R3A",
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+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 64.28571428571429,
+            "precision": 64.76190476190476,
+            "recall": 98.94736842105263,
+            "f1": 77.50614216701173
+        },
+        "selection": {
+            "precision": 5.5447918533901515,
+            "recall": 2.4047619047619047,
+            "f1": 3.354086023611786,
+            "jaccard": 1.706061172586238
+        }
+    }
+}

output/regress/Parkinsons_Disease/significant_genes_condition_Alzheimers_Disease.json

@@ -0,0 +1,1254 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ACTL10",
+            "ATG2A",
+            "FN3KRP",
+            "CERS5",
+            "MAP3K7CL",
+            "ANKS4B",
+            "SCGB3A1",
+            "DHX32",
+            "CDY2B",
+            "CDH23",
+            "ANKFY1",
+            "ATP6V1H",
+            "CARM1",
+            "ACOT4",
+            "ADCYAP1",
+            "NYAP1",
+            "ARHGAP31",
+            "COX14",
+            "ATOSB",
+            "EIF2S1",
+            "EIF1",
+            "CENPC",
+            "ATP6V1D",
+            "FMC1-LUC7L2",
+            "ACLY",
+            "CLCN4",
+            "BPNT1",
+            "MAP3K10",
+            "BCL2L2",
+            "ABHD1",
+            "ABCG1",
+            "MED16",
+            "GFRA2",
+            "AARS2",
+            "BYSL",
+            "LIMS2",
+            "ETFDH",
+            "HLA-C",
+            "ABCB7",
+            "CRX",
+            "CCDC24",
+            "PTGDS",
+            "ADM",
+            "ANP32E",
+            "BUB1B",
+            "ACTR5",
+            "CC2D1B",
+            "CLCA1",
+            "C20orf204",
+            "PDRG1",
+            "BAMBI",
+            "CYP27A1",
+            "ACTR3",
+            "ELAVL1",
+            "ACAD8",
+            "EMC1",
+            "NDUFAF7",
+            "ATP1A3",
+            "NDUFV3",
+            "CES3",
+            "CCDC107",
+            "LAMC3",
+            "LMNTD1",
+            "OR52E6",
+            "AP1M2",
+            "MPHOSPH10",
+            "ENTPD6",
+            "FER1L6-AS1",
+            "FAM117A",
+            "CDK5RAP2",
+            "EIF4A3",
+            "SUCLG1",
+            "ADAM17",
+            "ANKRD54",
+            "DNAH8",
+            "C19orf12",
+            "MOGS",
+            "BMP8B",
+            "CLPX",
+            "CYBB",
+            "ALG8",
+            "ZSWIM4",
+            "ARHGAP19",
+            "GASK1A",
+            "PROP1",
+            "ASMT",
+            "GLRX",
+            "CALHM1",
+            "GALNS",
+            "ACAA2",
+            "CD300E",
+            "C7",
+            "EGLN1",
+            "CARF",
+            "ARL2BP",
+            "HIP1",
+            "CAST",
+            "ERP27",
+            "CCDC186",
+            "CPTP",
+            "EIPR1",
+            "ZNF615",
+            "CINP",
+            "CCDC51",
+            "ADAM30",
+            "ACVR1B",
+            "AHRR",
+            "LGALS2",
+            "EPX",
+            "CDC20",
+            "BIN3",
+            "E2F2",
+            "CCKAR",
+            "EIF3G",
+            "OR1G1",
+            "CATSPER1",
+            "DHRS4",
+            "ADAD1",
+            "RHCG",
+            "MORC2",
+            "MEMO1",
+            "ARID1A",
+            "CTU1",
+            "MAN2A1",
+            "ATF1",
+            "COX20",
+            "ANXA7",
+            "GRM2",
+            "SLC38A11",
+            "DDT",
+            "ANAPC16",
+            "TMEM39A",
+            "ATP2A2",
+            "BMERB1",
+            "CHURC1",
+            "ANXA3",
+            "SLC25A29",
+            "SMARCAL1",
+            "CALHM6",
+            "CALCOCO1",
+            "HAS1",
+            "FLYWCH2",
+            "GPR108",
+            "BPNT2",
+            "C19orf47",
+            "QTRT2",
+            "LRRC58",
+            "INPP5B",
+            "DNAJC15",
+            "COQ8B",
+            "CTDNEP1",
+            "CRACR2B",
+            "OLIG1",
+            "AGO2",
+            "CD9",
+            "CEP164",
+            "PCSK1N",
+            "SGPL1",
+            "PPIA",
+            "BHLHE22",
+            "CLC",
+            "ACO2",
+            "DCAKD",
+            "C16orf86",
+            "GOLT1B",
+            "GAL3ST1",
+            "CIAO3",
+            "TMEM164",
+            "LGALSL",
+            "OR51B2",
+            "ADGRG3",
+            "DNAJA3",
+            "AZI2",
+            "ISL2",
+            "SRA1",
+            "ALG5",
+            "DNAJB8",
+            "CFD",
+            "GTF2E1",
+            "ADH1B",
+            "MAPRE3",
+            "GTF2H3",
+            "BTBD1",
+            "A4GNT",
+            "ACOT1",
+            "ATP13A1",
+            "CZIB",
+            "DBNDD1",
+            "MAP3K6",
+            "CLCF1",
+            "OSBP2",
+            "ATF6",
+            "CASTOR3P",
+            "EBPL",
+            "HMBOX1",
+            "ALS2",
+            "ARMC10",
+            "H2BC8",
+            "SNHG5",
+            "NINJ2",
+            "FAM118A",
+            "ALDH3A2",
+            "EIF3C",
+            "DUSP14",
+            "ACOT13",
+            "CCDC124",
+            "MYBBP1A",
+            "GET3",
+            "ENTPD4",
+            "THOC5",
+            "CDA",
+            "RNF138P1",
+            "CTRL",
+            "CFAP221",
+            "CCDC126",
+            "EEPD1",
+            "DNPEP",
+            "ATG13",
+            "NUTF2",
+            "KMO",
+            "SMG7",
+            "LRRC18",
+            "DCBLD1",
+            "PEBP4",
+            "ADCY2",
+            "GPX7",
+            "PES1",
+            "BCL2L1",
+            "RBBP6",
+            "BICDL1",
+            "CHRDL2",
+            "COMMD5",
+            "C1orf56",
+            "ACP3",
+            "RNPEPL1",
+            "CIAPIN1",
+            "C2orf42",
+            "KRTAP19-1",
+            "TUBB4B",
+            "DIP2C",
+            "COLGALT2",
+            "CHD7",
+            "SHROOM2",
+            "SEC14L4",
+            "C11orf68",
+            "CCNF",
+            "ZNF701",
+            "PI4K2A",
+            "DSCC1",
+            "CEP350",
+            "SECTM1",
+            "LCE1F",
+            "RNASE3",
+            "ALKBH8",
+            "FMO5",
+            "BRD3",
+            "RNASE2",
+            "DEFB121",
+            "SLFN13",
+            "CYSTM1",
+            "SAPCD2",
+            "CCDC28A",
+            "NABP2",
+            "MAK",
+            "MTCH2",
+            "NQO2",
+            "C2CD4C",
+            "CDT1",
+            "GIGYF2",
+            "CAP2",
+            "CA4",
+            "POLR2D",
+            "TUBD1",
+            "OR4K5",
+            "NUDT2",
+            "NT5M",
+            "CHMP6",
+            "INSR",
+            "CEBPG",
+            "FMO4",
+            "ST3GAL4",
+            "NUDT13",
+            "ZIK1",
+            "DRD1",
+            "APOM",
+            "CERS6",
+            "COIL",
+            "ALDH6A1",
+            "AQP10",
+            "ANO6",
+            "ASPRV1",
+            "WDR77",
+            "PHF20",
+            "PCDHA5",
+            "CACNA1F",
+            "GML",
+            "IGFBP4",
+            "CHRNA9",
+            "RNASET2",
+            "CHN1",
+            "ASAP2",
+            "MYBPH",
+            "USP47",
+            "VAV2",
+            "ACTA2",
+            "CABP5",
+            "ACSBG2",
+            "GALT",
+            "AP3D1",
+            "RBM15B",
+            "MPZL3",
+            "CMTM5",
+            "TMEM121B",
+            "CHRNA5",
+            "KNTC1",
+            "PLCH2",
+            "ANKRD13C",
+            "DEFA4",
+            "SNRPD3",
+            "KBTBD8",
+            "SPTA1",
+            "CDH8",
+            "MORN1",
+            "AURKB",
+            "ZNF821",
+            "MALL",
+            "IL13",
+            "PCYOX1L",
+            "ZNF71",
+            "FRMD3",
+            "SPAG7",
+            "IPO13",
+            "GDF2",
+            "DHTKD1",
+            "SS18L1",
+            "BHLHE41",
+            "ROGDI",
+            "P2RX1",
+            "IDNK",
+            "LMBR1L",
+            "ARL10",
+            "CCNB1",
+            "ADAD2",
+            "ENOX1",
+            "TCF7L2",
+            "WDR48",
+            "CRTAP",
+            "DHX34",
+            "TYMS",
+            "CARS1",
+            "MRM2",
+            "TUSC2",
+            "TLK2",
+            "CHIC2",
+            "LMTK3",
+            "BTNL8",
+            "ZNF213",
+            "ACY3",
+            "EN2",
+            "TK1",
+            "EEF1AKMT3",
+            "ADAT2",
+            "HEXA",
+            "GPR68",
+            "CCDC106",
+            "ST13P6",
+            "ZNF101",
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+    "cv_performance": {
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+        },
+        "selection": {
+            "precision": 5.502005622281196,
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+            "f1": 3.3231750501735524,
+            "jaccard": 1.6901699123731109
+        }
+    }
+}

output/regress/Parkinsons_Disease/significant_genes_condition_Gender.json

@@ -0,0 +1,1248 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ACTL10",
+            "MAP3K7CL",
+            "ATG2A",
+            "FN3KRP",
+            "ANKFY1",
+            "CDH23",
+            "ATP6V1H",
+            "CERS5",
+            "ARHGAP31",
+            "DHX32",
+            "ANKS4B",
+            "FMC1-LUC7L2",
+            "ABCB7",
+            "ATOSB",
+            "SCGB3A1",
+            "CENPC",
+            "ADCYAP1",
+            "ACOT4",
+            "CDY2B",
+            "BCL2L2",
+            "NDUFAF7",
+            "ADM",
+            "HLA-C",
+            "BPNT1",
+            "ACAD8",
+            "CLCN4",
+            "CARM1",
+            "COX20",
+            "EIF2S1",
+            "CES3",
+            "ADAM17",
+            "LGALS2",
+            "ANP32E",
+            "DNAJC15",
+            "ELAVL1",
+            "ACLY",
+            "CRX",
+            "CC2D1B",
+            "C20orf204",
+            "COX14",
+            "MED16",
+            "EIF1",
+            "ANXA7",
+            "GALNS",
+            "ATP6V1D",
+            "ASMT",
+            "LMNTD1",
+            "ACTR3",
+            "MPHOSPH10",
+            "BHLHE22",
+            "ALG8",
+            "NYAP1",
+            "EMC1",
+            "MAP3K10",
+            "NDUFV3",
+            "EIF4A3",
+            "AQP10",
+            "ABHD1",
+            "DNAH8",
+            "ACTR5",
+            "ZNF615",
+            "BAMBI",
+            "PDRG1",
+            "SUCLG1",
+            "CCDC24",
+            "MORC2",
+            "ADCY2",
+            "CYBB",
+            "CLC",
+            "MOGS",
+            "CYP27A1",
+            "CAST",
+            "ENTPD6",
+            "PTGDS",
+            "GLRX",
+            "ETFDH",
+            "EGLN1",
+            "CDK5RAP2",
+            "GRM2",
+            "COQ8B",
+            "CPTP",
+            "BMP8B",
+            "BYSL",
+            "OR52E6",
+            "LIMS2",
+            "ATP1A3",
+            "ABCG1",
+            "ARMC10",
+            "FAM117A",
+            "BUB1B",
+            "FAM118A",
+            "AHRR",
+            "LAMC3",
+            "CCDC107",
+            "PEBP4",
+            "CTU1",
+            "ARID1A",
+            "ANKRD54",
+            "ZSWIM4",
+            "ACP3",
+            "ALS2",
+            "ALDH6A1",
+            "FER1L6-AS1",
+            "BTBD1",
+            "AARS2",
+            "PPIA",
+            "CEP164",
+            "PROP1",
+            "CCKAR",
+            "CLPX",
+            "CLCA1",
+            "CCDC186",
+            "FLYWCH2",
+            "AP1M2",
+            "ROGDI",
+            "ARHGAP19",
+            "ISL2",
+            "SLC38A11",
+            "ABHD18",
+            "CFAP221",
+            "RHCG",
+            "CRACR2B",
+            "C7",
+            "MAP3K6",
+            "GASK1A",
+            "GADD45GIP1",
+            "ALG5",
+            "CFD",
+            "ADAM30",
+            "SAPCD2",
+            "EIF3G",
+            "ANKRD13C-DT",
+            "BIN3",
+            "CASTOR3P",
+            "CALCOCO1",
+            "CIAPIN1",
+            "CARF",
+            "ATP2A2",
+            "MYBBP1A",
+            "ALDH3A2",
+            "GFRA2",
+            "ATF6",
+            "COLGALT2",
+            "CYP4F12",
+            "CCDC126",
+            "SMARCAL1",
+            "CDC45",
+            "ARL2BP",
+            "CALHM1",
+            "BPNT2",
+            "GOLT1B",
+            "ACAA2",
+            "DHRS4",
+            "BMERB1",
+            "PCSK1N",
+            "CD9",
+            "SGPL1",
+            "C19orf47",
+            "ADAD1",
+            "INPP5B",
+            "C16orf86",
+            "TMEM39A",
+            "CATSPER1",
+            "OR51B2",
+            "CDC20",
+            "PHF20",
+            "VAV2",
+            "ACTA2",
+            "CINP",
+            "DHTKD1",
+            "POLR2D",
+            "ERP27",
+            "CREBL2",
+            "GTF2H3",
+            "EIPR1",
+            "CCDC51",
+            "H2BC8",
+            "TMEM164",
+            "HAS1",
+            "SYMPK",
+            "GPR171",
+            "ADAD2",
+            "CTDNEP1",
+            "ARHGAP10",
+            "CD8A",
+            "NINJ2",
+            "HIP1",
+            "CARD8",
+            "ACO2",
+            "ADGRG3",
+            "LGALSL",
+            "C2CD4C",
+            "ANO6",
+            "GPR108",
+            "DEFB121",
+            "MEMO1",
+            "CALHM6",
+            "DCAKD",
+            "KNTC1",
+            "CBR3",
+            "EPX",
+            "DNAJA3",
+            "MAN2A1",
+            "EFHD1",
+            "ATP13A1",
+            "DUSP14",
+            "CTRL",
+            "NQO2",
+            "NAPSB",
+            "ALKBH8",
+            "WDR81",
+            "CA4",
+            "CHRNA5",
+            "ENTPD4",
+            "DDT",
+            "CD300E",
+            "COMMD5",
+            "CD7",
+            "EEF1AKMT3",
+            "FASTKD1",
+            "ANXA5",
+            "SLFN13",
+            "MTCH2",
+            "AURKB",
+            "MCMBP",
+            "GIGYF2",
+            "HSD17B2",
+            "NABP2",
+            "PI4K2A",
+            "SPAG7",
+            "ANXA3",
+            "ZIK1",
+            "AZI2",
+            "DNPEP",
+            "THOC5",
+            "GALT",
+            "LRRC58",
+            "PLK3",
+            "SPTA1",
+            "COIL",
+            "SLC25A29",
+            "C7orf25",
+            "DEFA1",
+            "A4GNT",
+            "ARPP19",
+            "AGR2",
+            "CCNO",
+            "ATF1",
+            "CALCOCO2",
+            "CHURC1",
+            "DRD1",
+            "TMEM121B",
+            "GAL3ST1",
+            "DCBLD1",
+            "C19orf12",
+            "PES1",
+            "CZIB",
+            "C2orf42",
+            "EBF1",
+            "QTRT2",
+            "DEFA4",
+            "COA8",
+            "ATG13",
+            "DNAJB8",
+            "ANP32A",
+            "SMG7",
+            "FBXL14",
+            "MAK",
+            "ERCC5",
+            "SUGT1P1",
+            "ACVR1B",
+            "FAAH2",
+            "DSCR4",
+            "CHRDL2",
+            "BARX1",
+            "CA10",
+            "ADORA2A",
+            "PKNOX2",
+            "NECTIN2",
+            "ORC1",
+            "BCAN",
+            "HMBOX1",
+            "DCAF11",
+            "CIAO3",
+            "ACOT13",
+            "CCDC12",
+            "FMO4",
+            "NUTF2",
+            "GML",
+            "CACNA1F",
+            "JOSD1",
+            "OSBP2",
+            "GASK1B",
+            "APOM",
+            "EEPD1",
+            "INKA2",
+            "NOP10",
+            "EN2",
+            "GTF2E1",
+            "DBNDD1",
+            "IDNK",
+            "CLCF1",
+            "POU2F1",
+            "AMIGO1",
+            "ZNF346",
+            "RNASET2",
+            "CAP2",
+            "ZNF701",
+            "MAML3",
+            "FUT4",
+            "LCE1F",
+            "SRA1",
+            "SLC25A43",
+            "CEP350",
+            "CHD7",
+            "GPX7",
+            "ADAM18",
+            "CCNF",
+            "ACOT1",
+            "FMO5",
+            "BNC2",
+            "OR1G1",
+            "LMBR1L",
+            "C19orf25",
+            "GPER1",
+            "BTNL3",
+            "EBPL",
+            "AP3B1",
+            "BCL7A",
+            "LRRC18",
+            "CHMP6",
+            "SNHG5",
+            "DSCC1",
+            "CABP7",
+            "ANXA1",
+            "FAM124B",
+            "ASPRV1",
+            "INSR",
+            "OR4F3",
+            "ENHO",
+            "ATOH8",
+            "NUDT2",
+            "PLCH2",
+            "DNAJC11",
+            "OLIG1",
+            "MORN1",
+            "SEC16B",
+            "DHRS4L2",
+            "MVB12B",
+            "BAG1",
+            "AIMP1",
+            "DHX35",
+            "GPBP1L1",
+            "TCF7L2",
+            "PLB1",
+            "IPO13",
+            "HEXA",
+            "E2F2",
+            "POLR2L",
+            "ACYP2",
+            "MYBPH",
+            "RNF138P1",
+            "CHRNA9",
+            "XRN2",
+            "CARS1",
+            "SECTM1",
+            "TLR8",
+            "FBRS",
+            "CLEC2B",
+            "VCX3B",
+            "ELF4",
+            "ZNF821",
+            "KDM3A",
+            "NDUFA7",
+            "NFYB",
+            "ZMYM4",
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+    "cv_performance": {
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+            "precision": 65.0,
+            "recall": 100.0,
+            "f1": 78.02418101992569
+        },
+        "selection": {
+            "precision": 5.704741607270599,
+            "recall": 2.5,
+            "f1": 3.476130068793637,
+            "jaccard": 1.7701472477973113
+        }
+    }
+}

output/regress/Parkinsons_Disease/significant_genes_condition_Hypertension.json

@@ -0,0 +1,1245 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ACTL10",
+            "ATG2A",
+            "FN3KRP",
+            "ANKFY1",
+            "CERS5",
+            "SCGB3A1",
+            "MAP3K7CL",
+            "ATP6V1H",
+            "DHX32",
+            "CDY2B",
+            "CARM1",
+            "ACOT4",
+            "ANKS4B",
+            "CDH23",
+            "ARHGAP31",
+            "EIF2S1",
+            "ATP6V1D",
+            "NYAP1",
+            "ABCB7",
+            "ACAD8",
+            "HLA-C",
+            "BPNT1",
+            "EIF1",
+            "CENPC",
+            "CLCN4",
+            "FAM117A",
+            "NDUFAF7",
+            "COX14",
+            "ADCYAP1",
+            "BCL2L2",
+            "ATOSB",
+            "MAP3K10",
+            "PTGDS",
+            "MED16",
+            "BAMBI",
+            "FMC1-LUC7L2",
+            "EMC1",
+            "CC2D1B",
+            "LMNTD1",
+            "ACLY",
+            "ETFDH",
+            "C20orf204",
+            "LGALS2",
+            "LAMC3",
+            "ARHGAP19",
+            "CRX",
+            "AARS2",
+            "OR52E6",
+            "BYSL",
+            "CDK5RAP2",
+            "EGLN1",
+            "ACTR5",
+            "ABCG1",
+            "NDUFV3",
+            "AP1M2",
+            "PDRG1",
+            "CLPX",
+            "GFRA2",
+            "C7",
+            "ADM",
+            "CES3",
+            "ARID1A",
+            "CCDC107",
+            "ANXA7",
+            "ATP1A3",
+            "GALNS",
+            "ACTR3",
+            "ABHD1",
+            "ALS2",
+            "SUCLG1",
+            "CCDC24",
+            "ASMT",
+            "ADCY2",
+            "BUB1B",
+            "DNAH8",
+            "COX20",
+            "DNAJC15",
+            "MOGS",
+            "ALG8",
+            "BIN3",
+            "PROP1",
+            "ANKRD54",
+            "CYP27A1",
+            "EPX",
+            "CYBB",
+            "ENTPD6",
+            "COQ8B",
+            "CTU1",
+            "ELAVL1",
+            "ADGRG3",
+            "LIMS2",
+            "FER1L6-AS1",
+            "MPHOSPH10",
+            "CD300E",
+            "EIF4A3",
+            "AZI2",
+            "ANP32E",
+            "EIF3G",
+            "MAP3K6",
+            "BHLHE22",
+            "BMP8B",
+            "GLRX",
+            "PPIA",
+            "ADAM30",
+            "CALHM1",
+            "CATSPER1",
+            "GOLT1B",
+            "ZNF615",
+            "CPTP",
+            "SGPL1",
+            "GRM2",
+            "ZSWIM4",
+            "C19orf12",
+            "RHCG",
+            "CCDC186",
+            "CAST",
+            "ALG5",
+            "AHRR",
+            "ALDH6A1",
+            "AGO2",
+            "GAL3ST1",
+            "ADAD1",
+            "CINP",
+            "CHURC1",
+            "INPP5B",
+            "MORC2",
+            "CDC20",
+            "SAPCD2",
+            "CCKAR",
+            "CARF",
+            "CLCA1",
+            "HIP1",
+            "CALCOCO1",
+            "BTBD1",
+            "DHRS4",
+            "MAN2A1",
+            "SMG7",
+            "ARL2BP",
+            "ARHGAP10",
+            "CALHM6",
+            "CEP164",
+            "TMEM39A",
+            "CCDC51",
+            "SLC38A11",
+            "AQP10",
+            "GPR108",
+            "TMEM164",
+            "GASK1A",
+            "ALDH3A2",
+            "MYBBP1A",
+            "ADSS2",
+            "LGALSL",
+            "ARMC10",
+            "LRRC58",
+            "CYP4F12",
+            "EIPR1",
+            "SMARCAL1",
+            "FLYWCH2",
+            "C19orf47",
+            "ADAM17",
+            "E2F2",
+            "HAS1",
+            "BMERB1",
+            "ATF1",
+            "OR51B2",
+            "CD9",
+            "ANAPC16",
+            "ACAA2",
+            "NUDT2",
+            "OR1G1",
+            "CFD",
+            "ATF6",
+            "GTF2H3",
+            "ABHD18",
+            "MEMO1",
+            "ROGDI",
+            "COLGALT2",
+            "INSR",
+            "DNAJB8",
+            "ADAD2",
+            "ANO6",
+            "C2orf42",
+            "CRTAP",
+            "FAM118A",
+            "DUSP14",
+            "CACNA1F",
+            "CTDNEP1",
+            "SLC25A29",
+            "GET3",
+            "QTRT2",
+            "NQO2",
+            "ERP27",
+            "C16orf86",
+            "CLC",
+            "CRACR2B",
+            "PCSK1N",
+            "C7orf25",
+            "PLCH2",
+            "EEF1AKMT3",
+            "KCTD6",
+            "CTRL",
+            "LMBR1L",
+            "LCE1F",
+            "OLIG1",
+            "CFAP221",
+            "MYBPH",
+            "CCDC124",
+            "DNAJA3",
+            "CIAPIN1",
+            "DHTKD1",
+            "ATG13",
+            "ST3GAL4",
+            "ACVR1B",
+            "ISL2",
+            "ANKRD13C-DT",
+            "ZIK1",
+            "PEBP4",
+            "ADH1B",
+            "NINJ2",
+            "PI4K2A",
+            "EBPL",
+            "DDT",
+            "KRTAP19-1",
+            "CA4",
+            "DCAKD",
+            "THOC5",
+            "MTCH2",
+            "ATP2A2",
+            "CEBPG",
+            "GPR171",
+            "AADACL4",
+            "PES1",
+            "CCDC126",
+            "FMO4",
+            "ACP3",
+            "LRRC18",
+            "EEPD1",
+            "PKNOX2",
+            "CCDC66",
+            "ING4",
+            "NABP2",
+            "BPNT2",
+            "CBR3",
+            "VAV2",
+            "ASPRV1",
+            "FLJ30679",
+            "KNTC1",
+            "CHRNA9",
+            "ZNF701",
+            "CREBL2",
+            "GTF2E1",
+            "SECTM1",
+            "ENTPD4",
+            "CHRDL2",
+            "APOM",
+            "ACOT1",
+            "PCDHA5",
+            "GPX7",
+            "OR4F3",
+            "DCBLD1",
+            "DEFA4",
+            "FMO5",
+            "ATP13A1",
+            "TMEM41A",
+            "DNPEP",
+            "GIGYF2",
+            "ANP32A",
+            "LYL1",
+            "CHD7",
+            "TUBB4B",
+            "MAPRE3",
+            "HEXA",
+            "PLA2G10",
+            "HMBOX1",
+            "TLK2",
+            "USP47",
+            "IDNK",
+            "DHX34",
+            "BCL2L1",
+            "DBNDD1",
+            "CYSTM1",
+            "ARAP1",
+            "SPAG7",
+            "EFEMP2",
+            "ARPP19",
+            "ST13P6",
+            "COIL",
+            "DEFA1",
+            "BRSK1",
+            "CDA",
+            "ACY3",
+            "C19orf25",
+            "DIP2C",
+            "SRA1",
+            "LINC00523",
+            "RNF138P1",
+            "GSR",
+            "MORN1",
+            "EPHB4",
+            "POLR2D",
+            "NUTF2",
+            "COMMD5",
+            "BTNL3",
+            "SLFN13",
+            "CA10",
+            "TCF7L2",
+            "OSBP2",
+            "DHX35",
+            "CZIB",
+            "CCNO",
+            "BRD3",
+            "H2BC8",
+            "EBF1",
+            "C11orf68",
+            "CLEC4A",
+            "AHCTF1",
+            "PRKAR2A",
+            "DNAJC27",
+            "JOSD1",
+            "ANKS3",
+            "NAPSB",
+            "ELF4",
+            "CBX6",
+            "CHRNA10",
+            "DDX27",
+            "DRD1",
+            "SPTA1",
+            "MAGEB2",
+            "CEP350",
+            "TUSC2",
+            "ALDH1A3",
+            "RNASET2",
+            "TUBD1",
+            "GP5",
+            "POLDIP2",
+            "FBXL14",
+            "MAML3",
+            "F12",
+            "ASB6",
+            "GADD45GIP1",
+            "DSCC1",
+            "TMCO4",
+            "EIF3C",
+            "TMEM121B",
+            "CCDC28A",
+            "LAX1",
+            "GALT",
+            "TYMS",
+            "BAG4",
+            "CIAO3",
+            "COA8",
+            "ANXA5",
+            "HSD17B2",
+            "WDR48",
+            "MFAP1",
+            "MALL",
+            "BTG2",
+            "KDM3A",
+            "CAP2",
+            "UQCR10",
+            "MRM2",
+            "GVINP1",
+            "ENPP4",
+            "ATP6V1C1",
+            "AMIGO1",
+            "ANXA3",
+            "ANKS1A",
+            "WSCD1",
+            "CHMP6",
+            "NIT2",
+            "SYMPK",
+            "KDM5D",
+            "GABBR1",
+            "FAM13B",
+            "TRAPPC2B",
+            "SELENOO",
+            "CMTM5",
+            "PSG8",
+            "CTTNBP2NL",
+            "CLCF1",
+            "ACOT8",
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+    "cv_performance": {
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+        },
+        "selection": {
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+            "jaccard": 1.7772312891608848
+        }
+    }
+}

output/regress/Parkinsons_Disease/significant_genes_condition_Migraine.json

@@ -0,0 +1,546 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "DHX32",
+            "CENPC",
+            "NYAP1",
+            "SUCLG1",
+            "MAP3K7CL",
+            "ZSWIM4",
+            "LAMC3",
+            "GLRX",
+            "INPP5B",
+            "NDUFAF7",
+            "MAP3K10",
+            "ACTL10",
+            "ELAVL1",
+            "FN3KRP",
+            "OR52E6",
+            "EIF1",
+            "ISL2",
+            "PDRG1",
+            "ARHGAP31",
+            "TMEM41A",
+            "MOGS",
+            "FAM117A",
+            "MYBBP1A",
+            "CLPX",
+            "CCDC186",
+            "EMC1",
+            "SAPCD2",
+            "SCGB3A1",
+            "PPP2R3A",
+            "CERS5",
+            "FER1L6-AS1",
+            "PI4K2A",
+            "GFRA2",
+            "CRACR2B",
+            "C20orf204",
+            "MED16",
+            "MAN2A1",
+            "SELENOO",
+            "DHX34",
+            "TMEM121B",
+            "TNFRSF11A",
+            "NQO2",
+            "SYMPK",
+            "RNF141",
+            "BPNT1",
+            "ZCCHC17",
+            "ROGDI",
+            "QTRT2",
+            "SLFN12",
+            "CYBB",
+            "TUSC2",
+            "SLFN13",
+            "ACAD8",
+            "UTP14A",
+            "CYSTM1",
+            "JOSD1",
+            "PEBP4",
+            "LRRC18",
+            "RAB2B",
+            "HIBCH",
+            "E2F2",
+            "PTGDS",
+            "CES3",
+            "PROP1",
+            "PPIA",
+            "NUTF2",
+            "GOLT1B",
+            "TLK2",
+            "FMC1-LUC7L2",
+            "PLK3",
+            "NOP10",
+            "M1AP",
+            "COLGALT2",
+            "BAMBI",
+            "USP47",
+            "GABBR1",
+            "TMEM164",
+            "NUDT2",
+            "SMARCAL1",
+            "ATOSB",
+            "ATP1A3",
+            "ACOT4",
+            "TYMS",
+            "ENTPD4",
+            "GPR68",
+            "ZNF701",
+            "LTBR",
+            "ZNF615",
+            "LGALSL",
+            "CTRL",
+            "NDUFV3",
+            "UQCC2",
+            "ISY1",
+            "SLC5A8",
+            "EIF1AY",
+            "COX20",
+            "TOLLIP",
+            "GP5",
+            "SPAG7",
+            "MAGEB3",
+            "ARID1A",
+            "GALNS",
+            "TMED4",
+            "POLR2D",
+            "DHX35",
+            "OLIG1",
+            "LRRC58",
+            "EGLN1",
+            "LMNTD1",
+            "MYBPH",
+            "RASA3",
+            "ENTPD6",
+            "HLA-C",
+            "NAPSB",
+            "H2BC8",
+            "MIR22HG",
+            "PLK2",
+            "MAPRE3",
+            "FAM118A",
+            "TBCEL",
+            "COX14",
+            "ERP27",
+            "SLC25A13",
+            "SMG7",
+            "PARD6A",
+            "NDUFA7",
+            "FMO4",
+            "CARM1",
+            "C2orf42",
+            "SEC16B",
+            "PLCH2",
+            "FNTB",
+            "CROCC",
+            "SPTA1",
+            "PID1",
+            "DUSP14",
+            "CCDC107",
+            "HECTD3",
+            "SGPL1",
+            "ATG2A",
+            "RTL6",
+            "ZNRD2",
+            "EPHB4",
+            "HIP1",
+            "LDLR",
+            "EEF1AKMT3",
+            "CD164",
+            "NFYB",
+            "ETFDH",
+            "AQP10",
+            "LGALS2",
+            "NDN",
+            "SNHG5",
+            "AARS2",
+            "VAV2",
+            "BIN3",
+            "RHCG",
+            "PUDP",
+            "CALHM1",
+            "SLC25A43",
+            "ANKS4B",
+            "MAP3K6",
+            "CFD",
+            "CC2D1B",
+            "ATF1",
+            "FUT7",
+            "P2RX1",
+            "SS18L1",
+            "LSS",
+            "RNASE3",
+            "SELPLG",
+            "TUBB4B",
+            "ACTR5",
+            "CTU1"
+        ],
+        "Coefficient": [
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+            "jaccard": 0.8459005867189896
+        }
+    }
+}

output/regress/Parkinsons_Disease/significant_genes_condition_Multiple_sclerosis.json

@@ -0,0 +1,516 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "NYAP1",
+            "CENPC",
+            "MAP3K7CL",
+            "DHX32",
+            "ELAVL1",
+            "ZSWIM4",
+            "INPP5B",
+            "TMEM41A",
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+            "SUCLG1",
+            "FN3KRP",
+            "LAMC3",
+            "GFRA2",
+            "EIF1",
+            "ARHGAP31",
+            "SCGB3A1",
+            "MYBBP1A",
+            "CRACR2B",
+            "MAP3K10",
+            "PPP2R3A",
+            "PDRG1",
+            "CERS5",
+            "ACTL10",
+            "ZCCHC17",
+            "RAB2B",
+            "FMC1-LUC7L2",
+            "CYSTM1",
+            "ISL2",
+            "NDUFAF7",
+            "BPNT1",
+            "SMARCAL1",
+            "RNF141",
+            "FAM117A",
+            "SELENOO",
+            "SAPCD2",
+            "MED16",
+            "TUSC2",
+            "LGALSL",
+            "ZNF701",
+            "FER1L6-AS1",
+            "TMEM164",
+            "H2BC8",
+            "CLPX",
+            "SYMPK",
+            "ACOT4",
+            "CCDC186",
+            "EMC1",
+            "CD164",
+            "ZNF615",
+            "TLK2",
+            "ENTPD4",
+            "NUDT2",
+            "MOGS",
+            "CYBB",
+            "FAM118A",
+            "NOP10",
+            "SPAG7",
+            "MIR22HG",
+            "TNFRSF11A",
+            "BIN3",
+            "ACAD8",
+            "C20orf204",
+            "MYBPH",
+            "HLA-C",
+            "ENTPD6",
+            "CES3",
+            "PI4K2A",
+            "OLIG1",
+            "GOLT1B",
+            "POLR2D",
+            "ATOSB",
+            "LTBR",
+            "ROGDI",
+            "DEFB121",
+            "UQCC2",
+            "SLFN13",
+            "ISY1",
+            "UTP14A",
+            "RASL10B",
+            "MAGEB3",
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+            "NUTF2",
+            "C2orf42",
+            "COQ8B",
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+            "MTMR10",
+            "EIF1AY",
+            "GABBR1",
+            "LIMS2",
+            "QTRT2",
+            "LRP4",
+            "NQO2",
+            "EPHB4",
+            "AQP10",
+            "CHURC1",
+            "SGPL1",
+            "SLC39A6",
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+            "SLC5A8",
+            "TYMS",
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+            "TBCEL",
+            "MPHOSPH10",
+            "DHX35",
+            "MRM2",
+            "CCNF",
+            "NDN",
+            "KDM3A",
+            "PTGDS",
+            "AARS2",
+            "PARD6A",
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+    "cv_performance": {
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+            "precision": 65.0,
+            "recall": 100.0,
+            "f1": 78.02418101992569
+        },
+        "selection": {
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+            "f1": 1.5960962895048645,
+            "jaccard": 0.8047521204292721
+        }
+    }
+}

output/regress/Parkinsons_Disease/significant_genes_condition_None.json

@@ -0,0 +1,546 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "DHX32",
+            "NYAP1",
+            "CENPC",
+            "SUCLG1",
+            "MAP3K7CL",
+            "ZSWIM4",
+            "LAMC3",
+            "GLRX",
+            "INPP5B",
+            "NDUFAF7",
+            "MAP3K10",
+            "ACTL10",
+            "ELAVL1",
+            "FN3KRP",
+            "EIF1",
+            "OR52E6",
+            "PDRG1",
+            "ISL2",
+            "TMEM41A",
+            "ARHGAP31",
+            "MOGS",
+            "FAM117A",
+            "CLPX",
+            "EMC1",
+            "CCDC186",
+            "MYBBP1A",
+            "SAPCD2",
+            "PPP2R3A",
+            "SCGB3A1",
+            "CERS5",
+            "PI4K2A",
+            "FER1L6-AS1",
+            "GFRA2",
+            "C20orf204",
+            "CRACR2B",
+            "MED16",
+            "SELENOO",
+            "MAN2A1",
+            "DHX34",
+            "TNFRSF11A",
+            "NQO2",
+            "BPNT1",
+            "SYMPK",
+            "TMEM121B",
+            "RNF141",
+            "ROGDI",
+            "QTRT2",
+            "ZCCHC17",
+            "SLFN12",
+            "TUSC2",
+            "CYBB",
+            "UTP14A",
+            "CYSTM1",
+            "ACAD8",
+            "SLFN13",
+            "JOSD1",
+            "PEBP4",
+            "RAB2B",
+            "LRRC18",
+            "HIBCH",
+            "PTGDS",
+            "E2F2",
+            "PPIA",
+            "NUTF2",
+            "CES3",
+            "TLK2",
+            "GOLT1B",
+            "PROP1",
+            "NOP10",
+            "M1AP",
+            "COLGALT2",
+            "FMC1-LUC7L2",
+            "USP47",
+            "BAMBI",
+            "PLK3",
+            "GABBR1",
+            "NUDT2",
+            "ATOSB",
+            "SMARCAL1",
+            "ACOT4",
+            "TMEM164",
+            "TYMS",
+            "ENTPD4",
+            "LTBR",
+            "GPR68",
+            "ATP1A3",
+            "ZNF701",
+            "ZNF615",
+            "CTRL",
+            "NDUFV3",
+            "MAGEB3",
+            "TOLLIP",
+            "SLC5A8",
+            "EIF1AY",
+            "LGALSL",
+            "COX20",
+            "UQCC2",
+            "ISY1",
+            "TMED4",
+            "SPAG7",
+            "GALNS",
+            "POLR2D",
+            "GP5",
+            "LMNTD1",
+            "EGLN1",
+            "DHX35",
+            "ARID1A",
+            "LRRC58",
+            "MYBPH",
+            "OLIG1",
+            "PLK2",
+            "RASA3",
+            "HLA-C",
+            "NAPSB",
+            "ENTPD6",
+            "MIR22HG",
+            "TBCEL",
+            "FAM118A",
+            "MAPRE3",
+            "H2BC8",
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+            "FNTB",
+            "CCDC107",
+            "PID1",
+            "ATG2A",
+            "SGPL1",
+            "ZNRD2",
+            "RTL6",
+            "EPHB4",
+            "HIP1",
+            "LDLR",
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+            "ETFDH",
+            "EEF1AKMT3",
+            "NFYB",
+            "BIN3",
+            "AQP10",
+            "CD164",
+            "AARS2",
+            "SNHG5",
+            "VAV2",
+            "MAP3K6",
+            "RHCG",
+            "PUDP",
+            "SLC25A43",
+            "CFD",
+            "ANKS4B",
+            "SS18L1",
+            "ATF1",
+            "P2RX1",
+            "CC2D1B",
+            "CALHM1",
+            "CTU1",
+            "FUT7",
+            "TUBB4B",
+            "SELPLG",
+            "LSS",
+            "ACTR5",
+            "UFSP1"
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+            3.0711069398980673e-05,
+            1.330456450663136e-05
+        ]
+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 65.0,
+            "precision": 65.0,
+            "recall": 100.0,
+            "f1": 78.02418101992569
+        },
+        "selection": {
+            "precision": 5.690991607862567,
+            "recall": 0.9285714285714285,
+            "f1": 1.5964953903141648,
+            "jaccard": 0.8049087127269686
+        }
+    }
+}

output/regress/Parkinsons_Disease/significant_genes_condition_Obesity.json

@@ -0,0 +1,1323 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ATG2A",
+            "ACTL10",
+            "ANKFY1",
+            "FN3KRP",
+            "CERS5",
+            "MAP3K7CL",
+            "DHX32",
+            "SCGB3A1",
+            "ATP6V1H",
+            "CDY2B",
+            "ANKS4B",
+            "CARM1",
+            "ACOT4",
+            "EIF2S1",
+            "ARHGAP31",
+            "CDH23",
+            "ABCB7",
+            "NYAP1",
+            "BPNT1",
+            "ACAD8",
+            "CENPC",
+            "EIF1",
+            "ATP6V1D",
+            "CLCN4",
+            "PTGDS",
+            "MAP3K10",
+            "FAM117A",
+            "ACTR3",
+            "BCL2L2",
+            "NDUFAF7",
+            "ACLY",
+            "ATOSB",
+            "CDK5RAP2",
+            "EMC1",
+            "ADCYAP1",
+            "CC2D1B",
+            "COX14",
+            "HLA-C",
+            "AP1M2",
+            "LMNTD1",
+            "CRX",
+            "FMC1-LUC7L2",
+            "ARHGAP19",
+            "PDRG1",
+            "ACTR5",
+            "SUCLG1",
+            "MED16",
+            "ETFDH",
+            "LGALS2",
+            "BAMBI",
+            "C20orf204",
+            "ABCG1",
+            "OR52E6",
+            "CLPX",
+            "C7",
+            "DNAH8",
+            "ABHD1",
+            "NDUFV3",
+            "DNAJC15",
+            "ATP1A3",
+            "ARID1A",
+            "ANP32E",
+            "EGLN1",
+            "ADM",
+            "BUB1B",
+            "ENTPD6",
+            "CCDC24",
+            "ELAVL1",
+            "BYSL",
+            "ASMT",
+            "GFRA2",
+            "LAMC3",
+            "EPX",
+            "COX20",
+            "CYP27A1",
+            "CALHM1",
+            "GALNS",
+            "CYBB",
+            "CATSPER1",
+            "BIN3",
+            "CES3",
+            "CCDC107",
+            "BMP8B",
+            "COQ8B",
+            "ALS2",
+            "AARS2",
+            "MOGS",
+            "ADCY2",
+            "ZNF615",
+            "ANXA7",
+            "LIMS2",
+            "FER1L6-AS1",
+            "CD300E",
+            "GRM2",
+            "EIF3G",
+            "CTU1",
+            "CCDC186",
+            "MORC2",
+            "GOLT1B",
+            "ALG8",
+            "AHRR",
+            "BHLHE22",
+            "ANKRD54",
+            "PPIA",
+            "CDC20",
+            "ADAM17",
+            "EIF4A3",
+            "HIP1",
+            "CAST",
+            "CEP164",
+            "PROP1",
+            "CCKAR",
+            "TMEM39A",
+            "AZI2",
+            "SAPCD2",
+            "C19orf12",
+            "ARL2BP",
+            "CPTP",
+            "AQP10",
+            "MPHOSPH10",
+            "GAL3ST1",
+            "GASK1A",
+            "FLYWCH2",
+            "GLRX",
+            "ADAD1",
+            "GPR108",
+            "EIPR1",
+            "ADAM30",
+            "MAP3K6",
+            "CD9",
+            "CARF",
+            "ADGRG3",
+            "ALG5",
+            "BTBD1",
+            "LRRC58",
+            "SGPL1",
+            "TMEM164",
+            "GET3",
+            "CHURC1",
+            "ANAPC16",
+            "ZSWIM4",
+            "DHRS4",
+            "ANO6",
+            "MAN2A1",
+            "BMERB1",
+            "ABTB1",
+            "SLC38A11",
+            "THOC5",
+            "DUSP14",
+            "RHCG",
+            "HAS1",
+            "C16orf86",
+            "CRACR2B",
+            "CLC",
+            "CLCA1",
+            "EEF1AKMT3",
+            "BPNT2",
+            "LGALSL",
+            "CALHM6",
+            "ARHGAP10",
+            "DNAJB8",
+            "MYBBP1A",
+            "LCE1F",
+            "ROGDI",
+            "ENTPD4",
+            "SMG7",
+            "CYP4F12",
+            "CALCOCO1",
+            "ADSS2",
+            "ADAD2",
+            "ACVR1B",
+            "ALDH3A2",
+            "OR51B2",
+            "PI4K2A",
+            "ATP2A2",
+            "OR1G1",
+            "SMARCAL1",
+            "CCDC51",
+            "PCSK1N",
+            "COLGALT2",
+            "ATF6",
+            "INPP5B",
+            "C19orf47",
+            "E2F2",
+            "NUDT2",
+            "NQO2",
+            "MEMO1",
+            "CA4",
+            "ALDH6A1",
+            "AGO2",
+            "ATF1",
+            "CFAP221",
+            "PES1",
+            "CASZ1",
+            "EBPL",
+            "DEFA1",
+            "COMMD5",
+            "MYBPH",
+            "CIAPIN1",
+            "CTRL",
+            "GTF2H3",
+            "CINP",
+            "CRTAP",
+            "DCAKD",
+            "ARMC10",
+            "MAPRE3",
+            "QTRT2",
+            "ACOT1",
+            "SYMPK",
+            "ISL2",
+            "ANP32A",
+            "CREBL2",
+            "PLCH2",
+            "ING4",
+            "CFD",
+            "SLC25A29",
+            "VAV2",
+            "ATG13",
+            "AHCTF1",
+            "ATP13A1",
+            "ANKRD13C-DT",
+            "BTNL3",
+            "PKNOX2",
+            "DHTKD1",
+            "DNAJA3",
+            "CHRNA9",
+            "TLK2",
+            "CLCF1",
+            "MTCH2",
+            "ACTA2",
+            "FAM118A",
+            "AADACL4",
+            "PCDHA5",
+            "EEPD1",
+            "OR4F3",
+            "PEBP4",
+            "KCTD6",
+            "ASPRV1",
+            "GALT",
+            "GPR171",
+            "KNTC1",
+            "FMO4",
+            "CZIB",
+            "CHD7",
+            "EIF3C",
+            "HMBOX1",
+            "C2orf42",
+            "ACAA2",
+            "FMO5",
+            "CCDC126",
+            "INSR",
+            "DEFA4",
+            "C7orf25",
+            "NUTF2",
+            "CBR3",
+            "LYL1",
+            "CIAO3",
+            "ZNF701",
+            "NABP2",
+            "IDNK",
+            "OSBP2",
+            "ACP3",
+            "HSD17B2",
+            "DDT",
+            "ANXA3",
+            "ST3GAL4",
+            "ADH1B",
+            "OLIG1",
+            "CBX6",
+            "EBF1",
+            "PRKAR2A",
+            "POLR2D",
+            "COIL",
+            "DHX34",
+            "CEBPG",
+            "PLA2G10",
+            "ZIK1",
+            "CARD8",
+            "NINJ2",
+            "KRTAP19-1",
+            "ACY3",
+            "CRY2",
+            "GTF2E1",
+            "PHF20",
+            "KDM5D",
+            "HEXA",
+            "ERP27",
+            "DBNDD1",
+            "MCMBP",
+            "BCL2L1",
+            "ARAP1",
+            "TUSC2",
+            "DHX35",
+            "CEP350",
+            "DSCC1",
+            "SPTA1",
+            "FLJ30679",
+            "MORN1",
+            "TMEM41A",
+            "DRD1",
+            "SECTM1",
+            "CTDNEP1",
+            "LRRC18",
+            "USP47",
+            "TMEM186",
+            "APOM",
+            "TMEM121B",
+            "ATP6V0A2",
+            "GIGYF2",
+            "KDM3A",
+            "CACNA1F",
+            "DEFB121",
+            "DDX27",
+            "TUBB4B",
+            "SPAG7",
+            "CHMP6",
+            "GABBR1",
+            "GPX7",
+            "ANXA5",
+            "LMBR1L",
+            "ARPP19",
+            "SLFN13",
+            "MRM2",
+            "GP5",
+            "ASB6",
+            "JOSD1",
+            "CCDC124",
+            "ATL2",
+            "GADD45GIP1",
+            "SRA1",
+            "DCBLD1",
+            "BAG4",
+            "ARHGAP26",
+            "BRD3",
+            "FBXL14",
+            "SUGT1P1",
+            "CNTROB",
+            "RNF138P1",
+            "TNFAIP1",
+            "ST13P6",
+            "CLEC2B",
+            "COA8",
+            "CLEC4A",
+            "ANXA1",
+            "LINC00523",
+            "TMCO4",
+            "CD7",
+            "MTRF1L",
+            "IPO13",
+            "RBBP6",
+            "GSR",
+            "AMIGO1",
+            "POLDIP2",
+            "KBTBD8",
+            "TCF7L2",
+            "CST7",
+            "CCNB1",
+            "ELF4",
+            "CYSTM1",
+            "GASK1B",
+            "BTNL8",
+            "MAML3",
+            "RNASET2",
+            "EPHB4",
+            "PMM2",
+            "ZMYM4",
+            "TFPT",
+            "INKA2",
+            "CYFIP1",
+            "SMAD5",
+            "H2BC8",
+            "C19orf25",
+            "IFRD1",
+            "PCSK5",
+            "GTF2I",
+            "ZNF821",
+            "SELENOO",
+            "SS18L1",
+            "P2RX1",
+            "ATP6V1C1",
+            "DNPEP",
+            "MALL",
+            "ALKBH8",
+            "BTG2",
+            "FAM13B",
+            "PALD1",
+            "ORC1",
+            "NAPSB",
+            "CSRNP3",
+            "DCAF8L2",
+            "ANKS3",
+            "ATP2C2",
+            "ENPP4",
+            "DHRS13",
+            "B3GNTL1",
+            "CCDC28A",
+            "CHTOP",
+            "RNASEL",
+            "SSRP1",
+            "WSCD1",
+            "APOB",
+            "ACOT8",
+            "SOX4",
+            "ATG9B",
+            "GPR87",
+            "LRP1",
+            "TMEM86A",
+            "UQCR10",
+            "F12",
+            "GML",
+            "TK1",
+            "ANKS1A",
+            "CARS1",
+            "EFHD1",
+            "CLCN3",
+            "ZNF579",
+            "TRAPPC2B",
+            "MIR22HG",
+            "LDLR",
+            "TUBD1",
+            "TMED4",
+            "CISD1",
+            "HDDC2",
+            "CTTNBP2NL",
+            "CCDC66",
+            "WDR48",
+            "NIT2",
+            "FCHSD1",
+            "HOOK2",
+            "ALDH1A3",
+            "DSTYK",
+            "GPR182",
+            "KDM4A"
+        ],
+        "Coefficient": [
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+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 65.0,
+            "precision": 65.0,
+            "recall": 100.0,
+            "f1": 78.02418101992569
+        },
+        "selection": {
+            "precision": 5.710546861597991,
+            "recall": 2.5,
+            "f1": 3.4774296151829205,
+            "jaccard": 1.7702419931974156
+        }
+    }
+}

output/regress/Peptic_ulcer_disease/significant_genes_condition_Age.json

@@ -0,0 +1,825 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "PSMB1",
+            "OR51M1",
+            "CT47A11",
+            "TRIM51",
+            "NAAA",
+            "GNPDA2",
+            "CALML5",
+            "IRF8",
+            "TBC1D21",
+            "TRRAP",
+            "SMCO1",
+            "MYH2",
+            "LCNL1",
+            "TKTL2",
+            "KCNK7",
+            "TMEM114",
+            "DUSP5P1",
+            "LHFPL3",
+            "FAM238A",
+            "NMBR",
+            "SNAR-C4",
+            "PRM2",
+            "S100Z",
+            "DHX40P1",
+            "B4GALNT2",
+            "RAG1",
+            "STARD6",
+            "KRT38",
+            "CATSPER4",
+            "SYS1-DBNDD2",
+            "APOL4",
+            "OR2C3",
+            "DPEP3",
+            "ZNF253",
+            "FGF16",
+            "RBMY1A3P",
+            "LGR6",
+            "DLL3",
+            "ZNF19",
+            "PCDHA4",
+            "DAZ4",
+            "METTL2B",
+            "ASTL",
+            "CENPW",
+            "MB21D2",
+            "NTN5",
+            "SNAR-F",
+            "ARHGAP44",
+            "HS6ST2",
+            "ZNF14",
+            "SLC38A7",
+            "GPR19",
+            "SNORA79",
+            "TTTY4C",
+            "WFDC9",
+            "LINC01600",
+            "UTS2B",
+            "EN1",
+            "FREY1",
+            "TSNAX-DISC1",
+            "RAB11FIP1",
+            "REN",
+            "ERC2-IT1",
+            "MORN1",
+            "PRR25",
+            "CHIT1",
+            "FAM157B",
+            "CCDC42",
+            "AKR1C8",
+            "IL3",
+            "NPY5R",
+            "UST",
+            "PPBP",
+            "HLA-J",
+            "NUTM2A",
+            "C3orf38",
+            "OR2T35",
+            "CLEC12B",
+            "SNORA65",
+            "FAM25G",
+            "FAM185A",
+            "YWHAG",
+            "SEC31A",
+            "SPATS1",
+            "KRT72",
+            "BPGM",
+            "SPATA31J1",
+            "NT5C3B",
+            "CPB1",
+            "SPDYE6",
+            "PRR4",
+            "UNCX",
+            "C9orf72",
+            "PLAC1",
+            "PNPLA4",
+            "BARHL1",
+            "RSU1",
+            "TRIM58",
+            "IL1RAPL1",
+            "NEK10",
+            "SCGB2B2",
+            "CLEC4F",
+            "HAR1B",
+            "NPSR1",
+            "SPATA22",
+            "VWA3A",
+            "ECHDC3",
+            "VPS35",
+            "PXYLP1",
+            "MSL1",
+            "OR2A12",
+            "RAB9BP1",
+            "RP1",
+            "FAM27E5",
+            "DMC1",
+            "PABPC1L2A",
+            "IFNW1",
+            "OR2T33",
+            "IAPP",
+            "SLPI",
+            "RFPL3",
+            "ACSS1",
+            "PITX2",
+            "GMPR2",
+            "TAAR9",
+            "LIMS3-LOC440895",
+            "FOXI3",
+            "NPC1",
+            "GALT",
+            "TMEM31",
+            "CDK11A",
+            "CHRNA1",
+            "NUDT9P1",
+            "MMAA",
+            "IL23R",
+            "MTMR9",
+            "TMEM143",
+            "SLC14A1",
+            "KRT81",
+            "ZNF114",
+            "KLKB1",
+            "INSYN2A",
+            "PRLHR",
+            "SNORA36C",
+            "LINC00652",
+            "ABRA",
+            "NPFFR2",
+            "LPO",
+            "MYBPH",
+            "IGFBP1",
+            "CRYAA",
+            "ATP13A5",
+            "FGF7P6",
+            "AIRE",
+            "DNAAF6",
+            "RPL23AP7",
+            "OR12D2",
+            "AADACL4",
+            "GUSBP1",
+            "PCOTH",
+            "ZNF833P",
+            "SPATA18",
+            "SLC44A1",
+            "RGS8",
+            "POM121L10P",
+            "H2BC10",
+            "CLLU1",
+            "WT1",
+            "PTPN18",
+            "CDK6",
+            "ZFP37",
+            "TRHR",
+            "CRISP2",
+            "DCAF10",
+            "CLC",
+            "KCNJ3",
+            "KRT86",
+            "LOC389705",
+            "MGC27382",
+            "CFHR1",
+            "VRTN",
+            "CSNK1G2-AS1",
+            "ADGRA1",
+            "CARD17P",
+            "CTRB2",
+            "SPATA32",
+            "TATDN2",
+            "ACR",
+            "BSDC1",
+            "DNAH17",
+            "KRTAP4-4",
+            "UBE2U",
+            "PICSAR",
+            "MAGED4",
+            "GJC3",
+            "SLC7A3",
+            "SLC6A3",
+            "TBX20",
+            "GSTM1",
+            "CIMAP1C",
+            "CETN4P",
+            "DEFB134",
+            "ZNF330",
+            "ZNF613",
+            "HOXC5",
+            "HDAC1",
+            "CMA1",
+            "CDH8",
+            "FAM151B",
+            "PF4",
+            "GGT6",
+            "PGM2",
+            "GPR37L1",
+            "RLN3",
+            "PFKP",
+            "C3P1",
+            "FAM227B",
+            "PPP1R27",
+            "DUSP4",
+            "NMNAT2",
+            "ARSH",
+            "SULT4A1",
+            "RPL36A",
+            "MFSD2A",
+            "KHDRBS2",
+            "FOXI1",
+            "NXF2",
+            "ANKK1",
+            "INSL4",
+            "FBXO10",
+            "C6orf58",
+            "POU4F3",
+            "HMG20B",
+            "OTOP1",
+            "DEFB109A",
+            "TP53TG5",
+            "CX3CR1",
+            "SEC1P",
+            "PAQR9",
+            "LOC391322",
+            "GBP3",
+            "KLHL33",
+            "SLC28A2",
+            "PIGL",
+            "CFAP210",
+            "MAST1",
+            "SNAR-I",
+            "PEG3-AS1",
+            "RASAL1",
+            "PRR20B",
+            "LHX9",
+            "LOC100192426",
+            "TTC17",
+            "COLEC11",
+            "CPN2",
+            "SETD3",
+            "TLCD4",
+            "FAM136BP",
+            "FEV",
+            "MICA",
+            "PPP4R1L",
+            "KRT77",
+            "SNORD115-20",
+            "OR2T29",
+            "TSSK2",
+            "SNORA35",
+            "RBMY1B"
+        ],
+        "Coefficient": [
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+        "Absolute Coefficient": [
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