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output/regress/Fibromyalgia/significant_genes_condition_Huntingtons_Disease.json

@@ -0,0 +1,528 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "MFSD3",
+            "ANKRD20A11P",
+            "LTA4H",
+            "CCDC170",
+            "HLA-L",
+            "LCT",
+            "PARD3B",
+            "NEIL1",
+            "HTN1",
+            "NUDC",
+            "DCPS",
+            "ITSN1",
+            "FAM24A",
+            "BLVRA",
+            "ENC1",
+            "CADPS",
+            "NDC1",
+            "KAT2B",
+            "RGS17",
+            "MIR9-1",
+            "ELAPOR1",
+            "OR1N1",
+            "STXBP1",
+            "PGC",
+            "FAM167A-AS1",
+            "TMEM255B",
+            "CPT1A",
+            "TTLL7",
+            "IL13",
+            "APBB2",
+            "HMGN2P46",
+            "AKAP12",
+            "DVL2",
+            "LRRC43",
+            "DERL3",
+            "MYH1",
+            "PIDD1",
+            "ZNF620",
+            "CPA3",
+            "ELL3",
+            "HLA-DPB2",
+            "ECRG4",
+            "CCR9",
+            "SCARNA8",
+            "LRIG3",
+            "PGM5P2",
+            "HTN3",
+            "MRPL38",
+            "TTC41P",
+            "CCNI",
+            "HLA-DQB1",
+            "MDS2",
+            "CROCC",
+            "ICA1L",
+            "ATP2B3",
+            "NYAP2",
+            "CYP27A1",
+            "DEFB119",
+            "SCG3",
+            "IFNE",
+            "SNORD113-4",
+            "DOCK3",
+            "UQCC3",
+            "TNKS1BP1",
+            "LGI4",
+            "SLC25A21",
+            "IL10",
+            "COL4A6",
+            "F7",
+            "AFAP1L2",
+            "GSDME",
+            "MYBPC1",
+            "GTF2A1",
+            "CLLU1",
+            "PGM5",
+            "C1orf174",
+            "ATOH8",
+            "NBPF22P",
+            "HTR3B",
+            "NOVA1",
+            "NT5M",
+            "SPINK2",
+            "APIP",
+            "TXNDC8",
+            "SLC25A34",
+            "LINC00272",
+            "ADCK1",
+            "CHST7",
+            "SCHIP1",
+            "MIR320A",
+            "POC1A",
+            "MTNR1B",
+            "EHHADH",
+            "KIAA1656",
+            "OSGIN1",
+            "VWA5B2",
+            "DRICH1",
+            "PTGDS",
+            "ADH6",
+            "KTN1-AS1",
+            "OR10A7",
+            "PLD6",
+            "MMP12",
+            "MROH8",
+            "NAPSB",
+            "ADGRL1",
+            "TXNDC11",
+            "CEND1",
+            "RAB11FIP3",
+            "TCEAL1",
+            "SERINC2",
+            "FKBPL",
+            "SH3D19",
+            "SLC25A47",
+            "SEMA3A",
+            "NPAS3",
+            "LINC02912",
+            "IFT122",
+            "PEX10",
+            "ZNF20",
+            "OR4A16",
+            "JAKMIP3",
+            "CFD",
+            "SPHK1",
+            "CACNB2",
+            "MFSD4A",
+            "CFAP53",
+            "MARCHF8",
+            "TIGD1",
+            "GFOD3P",
+            "TBX6",
+            "RRH",
+            "GIPR",
+            "THOC3",
+            "CYP26B1",
+            "C2orf81",
+            "FOXRED1",
+            "SMAD9",
+            "MCAM",
+            "CD93",
+            "PI3",
+            "TGFB2",
+            "PTP4A3",
+            "CRCT1",
+            "G0S2",
+            "METTL27",
+            "HACD1",
+            "GTF2H2",
+            "C14orf93",
+            "CCDC158",
+            "RDH5",
+            "GCM1",
+            "COA1",
+            "GCHFR",
+            "CCNA1",
+            "IL31RA",
+            "JOSD2",
+            "MEDAG",
+            "NCKAP5",
+            "CPLANE2",
+            "EWSAT1",
+            "AP1M2",
+            "TUBB6",
+            "LEKR1",
+            "CCDC122",
+            "GTF2H2B",
+            "GTF2H2C_2",
+            "GTF2H2C"
+        ],
+        "Coefficient": [
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+        "Absolute Coefficient": [
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+    },
+    "cv_performance": {
+        "prediction": {
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+            "precision": 63.62337662337662,
+            "recall": 58.52813852813851,
+            "f1": 60.725940725940724
+        },
+        "selection": {
+            "precision": 0.3077105154151133,
+            "recall": 1.0256410256410255,
+            "f1": 0.473389355742297,
+            "jaccard": 0.2381036743081884
+        }
+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_Hypertension.json

@@ -0,0 +1,402 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "LTA4H",
+            "ANKRD20A11P",
+            "CCDC170",
+            "LCT",
+            "MIR9-1",
+            "PARD3B",
+            "ENC1",
+            "HLA-L",
+            "STXBP1",
+            "NEIL1",
+            "FAM24A",
+            "NDC1",
+            "MFSD3",
+            "ELAPOR1",
+            "IL13",
+            "ITSN1",
+            "NUDC",
+            "HTN1",
+            "PGM5P2",
+            "MARCHF8",
+            "AKAP12",
+            "MDS2",
+            "CADPS",
+            "TTLL7",
+            "IFNE",
+            "MYH1",
+            "FAM167A-AS1",
+            "VWA5B2",
+            "HLA-DQB1",
+            "TMEM255B",
+            "OR10A7",
+            "NAPSB",
+            "OR1N1",
+            "CPT1A",
+            "IFT122",
+            "APBB2",
+            "HLA-DPB2",
+            "RGS17",
+            "CFAP53",
+            "TXNDC11",
+            "DCPS",
+            "TNKS1BP1",
+            "KAT2B",
+            "MMP12",
+            "ELL3",
+            "DRICH1",
+            "CYP27A1",
+            "JAKMIP3",
+            "SPHK1",
+            "MROH8",
+            "BLVRA",
+            "RDH5",
+            "GSDME",
+            "ITGB8",
+            "UQCC3",
+            "RRH",
+            "TGFB2",
+            "ATOH8",
+            "SCG3",
+            "C1orf174",
+            "CYP26B1",
+            "LRRC23",
+            "POC1A",
+            "SLC25A34",
+            "TBX6",
+            "EWSAT1",
+            "THOC3",
+            "HMGN2P46",
+            "CPA3",
+            "PTP4A3",
+            "LRIG3",
+            "MST1",
+            "NOVA1",
+            "PIDD1",
+            "LRRC43",
+            "CCDC146",
+            "TRPM4",
+            "HTR3B",
+            "ICA1L",
+            "RNF17",
+            "PTGDS",
+            "CCR9",
+            "C9orf40",
+            "EBI3",
+            "CCNI",
+            "EHHADH",
+            "DEFB119",
+            "TPO",
+            "DVL2",
+            "TXNDC8",
+            "DOCK3",
+            "MRPL38",
+            "NBPF22P",
+            "CROCC",
+            "TIGD1",
+            "IL3RA",
+            "LINC02912",
+            "DERL3",
+            "HTN3",
+            "AFAP1L2",
+            "ZNF620",
+            "OSGIN1",
+            "PALLD",
+            "F7",
+            "LINC00272",
+            "MTNR1B",
+            "TTC41P",
+            "JOSD2",
+            "KTN1-AS1",
+            "C14orf93",
+            "MYLIP",
+            "MEDAG",
+            "LYG1",
+            "LGI4",
+            "SMAD9",
+            "ECRG4",
+            "PDGFRB",
+            "KIAA1656",
+            "TCEAL1",
+            "CLLU1",
+            "MCAM",
+            "C2orf81",
+            "IL31RA",
+            "RAB11FIP3",
+            "NEFL",
+            "FKBPL"
+        ],
+        "Coefficient": [
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+            -0.0666287278968831,
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+        }
+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_Insomnia.json

@@ -0,0 +1,411 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ANKRD20A11P",
+            "CCDC170",
+            "FAM24A",
+            "PARD3B",
+            "NEIL1",
+            "NDC1",
+            "ENC1",
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+            "HTN1",
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+            "PGM5P2",
+            "MFSD3",
+            "IFT122",
+            "STXBP1",
+            "TTLL7",
+            "ITSN1",
+            "LCT",
+            "DCPS",
+            "IL13",
+            "IFNE",
+            "FAM167A-AS1",
+            "CADPS",
+            "TMEM255B",
+            "MYH1",
+            "NUDC",
+            "TXNDC11",
+            "OR1N1",
+            "HLA-DQB1",
+            "COL4A6",
+            "RGS17",
+            "UQCC3",
+            "TNKS1BP1",
+            "ATOH8",
+            "DRICH1",
+            "RDH5",
+            "CYP27A1",
+            "PTP4A3",
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+            "ELL3",
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+            "MDS2",
+            "TRPM4",
+            "SCG3",
+            "DOCK3",
+            "SPHK1",
+            "OSGIN1",
+            "HTN3",
+            "EBI3",
+            "KAT2B",
+            "CYP26B1",
+            "CPA3",
+            "BLVRA",
+            "CPT1A",
+            "SLC25A34",
+            "POC1A",
+            "DEFB119",
+            "CCR9",
+            "C1orf174",
+            "GSDME",
+            "DVL2",
+            "TBX6",
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+            "LRRC23",
+            "CFAP53",
+            "C14orf93",
+            "MCAM",
+            "JOSD2",
+            "HPCAL4",
+            "MTNR1B",
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+            "KIAA1656",
+            "LINC02912",
+            "LINC00272",
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+            "SNORD113-4",
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+            "MIR205HG"
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+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 59.999999999999986,
+            "precision": 55.1082251082251,
+            "recall": 54.63203463203463,
+            "f1": 53.9485827072034
+        },
+        "selection": {
+            "precision": 0.19417475728155337,
+            "recall": 0.5128205128205128,
+            "f1": 0.2816901408450704,
+            "jaccard": 0.14184397163120568
+        }
+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_Kidney_stones.json

@@ -0,0 +1,1254 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "AKAP12",
+            "ANKRD20A11P",
+            "APBB2",
+            "APIP",
+            "C1orf174",
+            "ABCA1",
+            "FAM167A-AS1",
+            "ACAT2",
+            "CACNB2",
+            "CCDC146",
+            "CCDC170",
+            "CDS1",
+            "AFAP1L2",
+            "AAR2",
+            "ACSM1",
+            "CD93",
+            "CPXM1",
+            "BCL6B",
+            "MFSD3",
+            "CCDC122",
+            "ACADVL",
+            "C1QTNF6",
+            "ACTL7B",
+            "ENC1",
+            "DRICH1",
+            "CLXN",
+            "ATP2B3",
+            "DCPS",
+            "CCR9",
+            "SCG3",
+            "C10orf62",
+            "ADH6",
+            "ACHE",
+            "IL13",
+            "C8orf58",
+            "ADCK1",
+            "ELAPOR1",
+            "ABCA10",
+            "MYH1",
+            "CPT1A",
+            "LGI4",
+            "NEIL1",
+            "NUDC",
+            "ALDH5A1",
+            "CENPT",
+            "CHAC1",
+            "CYP27A1",
+            "ADAMTS6",
+            "BLVRA",
+            "CEMIP",
+            "ITPRIPL1",
+            "NYAP2",
+            "GSDME",
+            "CADPS",
+            "TMEM255B",
+            "GRK7",
+            "ADAMDEC1",
+            "BANF1",
+            "DZANK1",
+            "ANKRD13B",
+            "ANKRD7",
+            "ADPRHL1",
+            "ARMC9",
+            "ECRG4",
+            "GPR20",
+            "C11orf21",
+            "DVL2",
+            "COL4A6",
+            "OR13C5",
+            "C9orf40",
+            "ANKRD53",
+            "C14orf93",
+            "ACBD7",
+            "CFD",
+            "COX8A",
+            "CCDC140",
+            "AP3B2",
+            "CHRNA9",
+            "LRIG3",
+            "CAMKV",
+            "CCDC158",
+            "APOBEC3A",
+            "ALDH16A1",
+            "HLA-DQB1",
+            "GCM1",
+            "CFAP53",
+            "ANKHD1",
+            "GASK1A",
+            "FLT1",
+            "BMF",
+            "C1QTNF8",
+            "EID3",
+            "METTL27",
+            "CAP2",
+            "ADGRF3",
+            "ANG",
+            "MIR203A",
+            "B3GALNT2",
+            "PTGDS",
+            "ABI3",
+            "CRIPTO3",
+            "CHEK2",
+            "GSTM3",
+            "FAM24A",
+            "DPYSL4",
+            "PARD3B",
+            "NAPSB",
+            "ASMTL-AS1",
+            "HLA-L",
+            "JAKMIP3",
+            "CCDC102B",
+            "ABAT",
+            "ABCD4",
+            "DHFR2",
+            "ADGRL1",
+            "AP1S3",
+            "LTA4H",
+            "IMPG2",
+            "COX8C",
+            "CHRM5",
+            "OR1N1",
+            "SH3D19",
+            "CA3",
+            "FANCL",
+            "ACOT7",
+            "LCT",
+            "ELL3",
+            "CCDC89",
+            "AAGAB",
+            "AREG",
+            "C11orf87",
+            "CRYBB2P1",
+            "LRRC23",
+            "ASB5",
+            "BEGAIN",
+            "ATOH8",
+            "C2orf81",
+            "DLL1",
+            "C17orf58",
+            "CDK2",
+            "VIPR2",
+            "MYBPC1",
+            "CLCNKB",
+            "THNSL2",
+            "RIPK4",
+            "BCOR",
+            "ALPK3",
+            "ANK2",
+            "RFPL4A",
+            "COL24A1",
+            "DGCR8",
+            "HTN1",
+            "GFOD3P",
+            "ASIC1",
+            "ADRA2B",
+            "DEPDC4",
+            "ABCG1",
+            "C2CD4A",
+            "MIR140",
+            "EME2",
+            "PGC",
+            "FOXRED1",
+            "MFHAS1",
+            "G0S2",
+            "ADAMTS5",
+            "ANTXRL",
+            "ATAD3C",
+            "FUT5",
+            "ALG14",
+            "CBX2",
+            "HLA-DPB2",
+            "ADAM12",
+            "COLQ",
+            "B4GAT1",
+            "COLGALT2",
+            "ARID3C",
+            "C3orf20",
+            "TTC41P",
+            "ARHGEF37",
+            "ABCC4",
+            "MIR9-1",
+            "MFSD4A",
+            "CCNI",
+            "MIR182",
+            "AFP",
+            "BFSP1",
+            "CD276",
+            "SLC25A47",
+            "CLLU1",
+            "ANGPTL5",
+            "CHST7",
+            "IFT70A",
+            "ARR3",
+            "BAAT",
+            "COQ2",
+            "CCRL2",
+            "GLTP",
+            "ZNF716",
+            "SALL2",
+            "ABCA11P",
+            "ADAMTSL3",
+            "LRRC43",
+            "BANP",
+            "PGM5",
+            "NMB",
+            "FAM151B",
+            "HEBP1",
+            "CHGB",
+            "ACVRL1",
+            "ABHD17B",
+            "KTN1-AS1",
+            "ANKRD20A8P",
+            "ART1",
+            "OR4C3",
+            "CLDN6",
+            "SLC22A3",
+            "CASTOR2",
+            "SERINC2",
+            "EWSAT1",
+            "ATP6V0D2",
+            "MICOS13",
+            "NT5M",
+            "FSHR",
+            "KRT82",
+            "B3GNT3",
+            "DNM1P46",
+            "SLC25A21",
+            "DHRS7C",
+            "CAPN11",
+            "IFNE",
+            "FPGS",
+            "ITIH1",
+            "BCL2L15",
+            "CCDC196",
+            "ADGRG4",
+            "CATSPERE",
+            "C8orf17",
+            "OR10A7",
+            "POC1A",
+            "FAM153A",
+            "DEFB119",
+            "PIGZ",
+            "F7",
+            "HPCAL4",
+            "SHC2",
+            "BTN1A1",
+            "PGM5P2",
+            "MARCHF10",
+            "C11orf68",
+            "CD300LD-AS1",
+            "TXNDC11",
+            "CPA3",
+            "LINC01600",
+            "RPL27A",
+            "HTR3B",
+            "FCGRT",
+            "AKAP6",
+            "MFSD9",
+            "CNGA1",
+            "LYPD1",
+            "FAM124A",
+            "PSMD4",
+            "GSDMB",
+            "CEND1",
+            "MIR154",
+            "CBS",
+            "ICA1L",
+            "PALLD",
+            "PFKFB1",
+            "CALHM2",
+            "CHDH",
+            "EIF4E3",
+            "KRTCAP3",
+            "DGCR6",
+            "ATF5",
+            "C1R",
+            "AIM2",
+            "CDH19",
+            "MDS2",
+            "CNPY1",
+            "MTNR1B",
+            "LRRC37A4P",
+            "ZNF19",
+            "FRMPD1",
+            "ADGRG7",
+            "DPRX",
+            "FSTL1",
+            "CLPB",
+            "INA",
+            "BEX3",
+            "ALDH1L1",
+            "ITSN1",
+            "TRPM4",
+            "IGFL1",
+            "RBMXL2",
+            "ARL6IP4",
+            "SLC25A34",
+            "ANKRD42",
+            "KLHL33",
+            "CLEC12A",
+            "C11orf98",
+            "ADH4",
+            "TCEAL2",
+            "CSPG4P5",
+            "BTBD3",
+            "CCNA1",
+            "H2BC3",
+            "GALT",
+            "HSF2BP",
+            "FAM83B",
+            "KAT2B",
+            "CNGA2",
+            "ATAD1",
+            "MIR214",
+            "KIAA1656",
+            "TLE6",
+            "EIF4G1",
+            "APLN",
+            "ARMH1",
+            "ADCY9",
+            "ENAM",
+            "SMAD9",
+            "C5orf52",
+            "CHRNA5",
+            "CASTOR3P",
+            "CIB1",
+            "SIRT4",
+            "LIG1",
+            "ALDH1L2",
+            "LAMP5",
+            "DERL3",
+            "ALG10",
+            "ARMCX3",
+            "PTP4A3",
+            "SLC25A48",
+            "GPR156",
+            "CA5A",
+            "TRIM16L",
+            "IQCJ",
+            "MYLIP",
+            "SP8",
+            "ZFP90",
+            "MIR198",
+            "ARSH",
+            "JOSD2",
+            "MROH8",
+            "TPD52L3",
+            "ADORA2A-AS1",
+            "CLEC4F",
+            "SLC44A5",
+            "ACSL6",
+            "CASZ1",
+            "UQCC3",
+            "OR2G6",
+            "PRAC1",
+            "FGF4",
+            "DECR2",
+            "CPSF4L",
+            "AK9",
+            "MAGEB10",
+            "ASXL3",
+            "CPNE3",
+            "ALKBH3",
+            "DPPA5",
+            "ADGRB2",
+            "GARIN2",
+            "ATP2C2",
+            "TK2",
+            "AQP4-AS1",
+            "CCL8",
+            "ABHD4",
+            "IGDCC4",
+            "ATP5MF",
+            "ABCC9",
+            "ARPC4",
+            "INSIG1",
+            "AMBP",
+            "REL",
+            "BGLAP",
+            "RAB11FIP3",
+            "ATP6V1G2",
+            "MIR3120",
+            "CNTNAP4",
+            "ASCL4",
+            "EHHADH",
+            "EDDM3A",
+            "RRP7A",
+            "IL31RA",
+            "NXN",
+            "ASB2",
+            "DNAJC18",
+            "AASDH",
+            "SIGLEC12",
+            "HLA-DQB2",
+            "TCEAL1",
+            "FZD8",
+            "MIR181B2",
+            "HOMER3",
+            "GFRA3",
+            "DRC7",
+            "CLEC12B",
+            "OSTCP1",
+            "AGRP",
+            "PLA2G4C",
+            "STEAP3",
+            "STXBP1",
+            "PSMA8",
+            "FAM153B",
+            "ALG10B",
+            "FAM153CP"
+        ],
+        "Coefficient": [
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+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_Migraine.json

@@ -0,0 +1,423 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "PARD3B",
+            "LTA4H",
+            "MFSD3",
+            "ANKRD20A11P",
+            "NDC1",
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+            "KAT2B",
+            "DCPS",
+            "NUDC",
+            "FAM167A-AS1",
+            "MARCHF8",
+            "HTN3",
+            "AKAP12",
+            "IFT122",
+            "TMEM255B",
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+            "ELAPOR1",
+            "ZNF620",
+            "TTLL7",
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+            "HLA-DQB1",
+            "SLC25A34",
+            "OR1N1",
+            "OR10A7",
+            "MDS2",
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+            "UQCC3",
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+            "ATOH8",
+            "KIAA1656",
+            "PTGDS",
+            "APBB2",
+            "NBPF22P",
+            "DERL3",
+            "MTNR1B",
+            "SPHK1",
+            "LINC02912",
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+            "ELL3",
+            "MRPL38",
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+            "ZNF20",
+            "TBX6",
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+            "ATP2B3",
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+        }
+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_None.json

@@ -0,0 +1,408 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ANKRD20A11P",
+            "LTA4H",
+            "CCDC170",
+            "PARD3B",
+            "ENC1",
+            "NEIL1",
+            "MIR9-1",
+            "HLA-L",
+            "FAM24A",
+            "MFSD3",
+            "LCT",
+            "NDC1",
+            "STXBP1",
+            "HTN1",
+            "ITSN1",
+            "IFT122",
+            "PGM5P2",
+            "CADPS",
+            "OR1N1",
+            "ELAPOR1",
+            "KAT2B",
+            "TMEM255B",
+            "NUDC",
+            "AKAP12",
+            "HLA-DQB1",
+            "FAM167A-AS1",
+            "TTLL7",
+            "IFNE",
+            "BLVRA",
+            "IL13",
+            "DCPS",
+            "RGS17",
+            "MDS2",
+            "TXNDC11",
+            "APBB2",
+            "GSDME",
+            "CYP27A1",
+            "VWA5B2",
+            "MARCHF8",
+            "CPT1A",
+            "MYH1",
+            "OR10A7",
+            "UQCC3",
+            "NAPSB",
+            "ATOH8",
+            "MMP12",
+            "CCNI",
+            "SLC25A34",
+            "SCG3",
+            "POC1A",
+            "IL3RA",
+            "ELL3",
+            "TNKS1BP1",
+            "ITGB8",
+            "COL4A6",
+            "RDH5",
+            "HLA-DPB2",
+            "SPHK1",
+            "PTP4A3",
+            "DERL3",
+            "LRRC43",
+            "JAKMIP3",
+            "LINC02912",
+            "HTN3",
+            "CYP26B1",
+            "ICA1L",
+            "CFAP53",
+            "MST1",
+            "MRPL38",
+            "RRH",
+            "C1orf174",
+            "LINC00272",
+            "AFAP1L2",
+            "TXNDC8",
+            "TBX6",
+            "DRICH1",
+            "LRIG3",
+            "CPA3",
+            "CCDC146",
+            "C14orf93",
+            "KIAA1656",
+            "MROH8",
+            "SMAD9",
+            "OSGIN1",
+            "ECRG4",
+            "F7",
+            "CROCC",
+            "HTR3B",
+            "EBI3",
+            "MCAM",
+            "MTNR1B",
+            "TRPM4",
+            "PIDD1",
+            "DVL2",
+            "DOCK3",
+            "LRRC23",
+            "TPO",
+            "LGI4",
+            "TTC41P",
+            "NOVA1",
+            "HMGN2P46",
+            "EHHADH",
+            "DEFB119",
+            "PTGDS",
+            "EWSAT1",
+            "RAB11FIP3",
+            "RNF17",
+            "CDS1",
+            "C9orf40",
+            "MFSD4A",
+            "THOC3",
+            "ZNF620",
+            "NEFL",
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+            "CLLU1",
+            "CD93",
+            "TGFB2",
+            "LYG1",
+            "TCEAL1",
+            "SEMA3A",
+            "CCR9",
+            "HPCAL4",
+            "SCARNA8",
+            "KTN1-AS1",
+            "PALLD",
+            "FOXRED1",
+            "JOSD2",
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+        }
+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_Obesity.json

@@ -0,0 +1,411 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ANKRD20A11P",
+            "LTA4H",
+            "CCDC170",
+            "PARD3B",
+            "NEIL1",
+            "ENC1",
+            "MIR9-1",
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+            "MFSD3",
+            "HLA-L",
+            "LCT",
+            "NDC1",
+            "HTN1",
+            "PGM5P2",
+            "STXBP1",
+            "IFT122",
+            "ITSN1",
+            "ELAPOR1",
+            "OR1N1",
+            "CADPS",
+            "NUDC",
+            "KAT2B",
+            "HLA-DQB1",
+            "IFNE",
+            "TMEM255B",
+            "TTLL7",
+            "FAM167A-AS1",
+            "AKAP12",
+            "IL13",
+            "RGS17",
+            "MYH1",
+            "TXNDC11",
+            "DCPS",
+            "MARCHF8",
+            "BLVRA",
+            "MDS2",
+            "CYP27A1",
+            "GSDME",
+            "APBB2",
+            "VWA5B2",
+            "UQCC3",
+            "OR10A7",
+            "CPT1A",
+            "NAPSB",
+            "MMP12",
+            "CCNI",
+            "TNKS1BP1",
+            "POC1A",
+            "CPA3",
+            "ELL3",
+            "SCG3",
+            "HTN3",
+            "SPHK1",
+            "COL4A6",
+            "ATOH8",
+            "HLA-DPB2",
+            "IL3RA",
+            "JAKMIP3",
+            "AFAP1L2",
+            "CFAP53",
+            "ITGB8",
+            "C1orf174",
+            "MST1",
+            "TBX6",
+            "SLC25A34",
+            "ICA1L",
+            "PTP4A3",
+            "RDH5",
+            "LINC00272",
+            "LRIG3",
+            "RRH",
+            "HTR3B",
+            "TXNDC8",
+            "MTNR1B",
+            "DERL3",
+            "MROH8",
+            "DRICH1",
+            "CYP26B1",
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+            "C14orf93",
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+            "CLLU1",
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+            "F7",
+            "TGFB2",
+            "HPCAL4",
+            "MFSD4A",
+            "CD93",
+            "COA1",
+            "PALLD",
+            "JOSD2",
+            "TNFRSF11B",
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+            "CDS1",
+            "C9orf40",
+            "ZNF530",
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+            "NEFL",
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+            "APIP",
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+    "cv_performance": {
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+            "precision": 64.73659673659674,
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+        }
+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_Obstructive_sleep_apnea.json

@@ -0,0 +1,417 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "LTA4H",
+            "ANKRD20A11P",
+            "CCDC170",
+            "MIR9-1",
+            "HLA-L",
+            "PARD3B",
+            "CADPS",
+            "ENC1",
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+            "FAM167A-AS1",
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+            "BLVRA",
+            "TIGD1",
+            "KAT2B",
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+            "C14orf93",
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+            "COL4A6",
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+            "MYH1",
+            "NEFL",
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+            "SPHK1",
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+            "CCDC146",
+            "PTGDS",
+            "EBI3",
+            "RRH",
+            "VWA5B2",
+            "DERL3",
+            "C11orf87",
+            "JOSD2",
+            "ICA1L",
+            "ITGB8",
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+            "LRRC23",
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+            "TTC41P",
+            "LINC00272",
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+        }
+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_Post-Traumatic_Stress_Disorder.json

@@ -0,0 +1,423 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "CCDC170",
+            "PGM5P2",
+            "ANKRD20A11P",
+            "MFSD3",
+            "IL13",
+            "CPA3",
+            "NEIL1",
+            "ELAPOR1",
+            "TXNDC11",
+            "SCG3",
+            "LTA4H",
+            "HLA-L",
+            "LCT",
+            "MIR9-1",
+            "FAM24A",
+            "UQCC3",
+            "NAPSB",
+            "RDH5",
+            "CADPS",
+            "PARD3B",
+            "RGS17",
+            "HTN3",
+            "ITSN1",
+            "KAT2B",
+            "MST1",
+            "DCPS",
+            "ENC1",
+            "TBX6",
+            "CCNI",
+            "TTLL7",
+            "IFNE",
+            "NDC1",
+            "SMAD9",
+            "CCR9",
+            "ATOH8",
+            "STXBP1",
+            "MMP12",
+            "PIDD1",
+            "TGFB2",
+            "HTN1",
+            "NUDC",
+            "JOSD2",
+            "MYLIP",
+            "ATP2B3",
+            "PSD4",
+            "SCHIP1",
+            "NBPF22P",
+            "HLA-DQB1",
+            "HPCAL4",
+            "POC1A",
+            "THOC3",
+            "VWA5B2",
+            "FAM167A-AS1",
+            "PGAP2",
+            "ADAMTS5",
+            "RRH",
+            "TMEM255B",
+            "ANKRD53",
+            "MDS2",
+            "LINC00272",
+            "CPT1A",
+            "CFAP53",
+            "CYP27A1",
+            "COL4A6",
+            "KIAA1656",
+            "AKAP12",
+            "EHHADH",
+            "MYH1",
+            "LEKR1",
+            "LRRC23",
+            "NOVA1",
+            "SIGLEC14",
+            "GSDME",
+            "OR1N1",
+            "DDX17",
+            "NPM3",
+            "SPHK1",
+            "DVL2",
+            "ZNF620",
+            "NYAP2",
+            "LRRC37A4P",
+            "MFSD9",
+            "MROH8",
+            "OR10A7",
+            "EBI3",
+            "MOAP1",
+            "IFT122",
+            "CNGA1",
+            "LGI4",
+            "C1orf174",
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+            "APBB2",
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+            "HLA-DQB2",
+            "PEX11G",
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+            "AP1M2",
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+            "DEFB119",
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+            "HTR3B",
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+            "MED16",
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+        }
+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_Prostate_Cancer.json

@@ -0,0 +1,414 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ANKRD20A11P",
+            "LTA4H",
+            "CCDC170",
+            "MIR9-1",
+            "PARD3B",
+            "HLA-L",
+            "MARCHF8",
+            "ENC1",
+            "MFSD3",
+            "PGM5P2",
+            "NDC1",
+            "FAM24A",
+            "STXBP1",
+            "TTLL7",
+            "ELAPOR1",
+            "MDS2",
+            "ITSN1",
+            "LCT",
+            "NEIL1",
+            "OR1N1",
+            "OR10A7",
+            "HTN1",
+            "CADPS",
+            "IL13",
+            "DCPS",
+            "AKAP12",
+            "LRRC23",
+            "FAM167A-AS1",
+            "HLA-DQB1",
+            "RRH",
+            "IFNE",
+            "TMEM255B",
+            "NUDC",
+            "TXNDC11",
+            "PIDD1",
+            "VWA5B2",
+            "MYH1",
+            "LINC02912",
+            "RGS17",
+            "DRICH1",
+            "UQCC3",
+            "GSDME",
+            "CPT1A",
+            "MRPL38",
+            "KAT2B",
+            "IL3RA",
+            "EWSAT1",
+            "IFT122",
+            "POC1A",
+            "SLC25A34",
+            "APBB2",
+            "C1orf174",
+            "TPO",
+            "SPHK1",
+            "CFAP53",
+            "CYP27A1",
+            "TBX6",
+            "RDH5",
+            "ZNF99",
+            "COL4A6",
+            "LRRC43",
+            "HLA-DPB2",
+            "MROH8",
+            "ITGB8",
+            "RAB11FIP3",
+            "MMP12",
+            "C14orf93",
+            "SCG3",
+            "EBI3",
+            "PTP4A3",
+            "MOAP1",
+            "NAPSB",
+            "PTGDS",
+            "LRIG3",
+            "CROCC",
+            "CCNI",
+            "ATOH8",
+            "HTR3B",
+            "STAR",
+            "AFAP1L2",
+            "ELL3",
+            "CCR9",
+            "SMAD9",
+            "LGI4",
+            "CYP26B1",
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+            "HMGN2P46",
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+            "MTNR1B",
+            "CCDC146",
+            "PALLD",
+            "TXNDC8",
+            "DEFB119",
+            "CFD",
+            "CAMKV",
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+            "JOSD2",
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+            "MCAM",
+            "RNF17",
+            "C17orf58",
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+            "TIGD1",
+            "FKBPL",
+            "CDS1",
+            "C3orf20",
+            "TNFRSF11B",
+            "OSGIN1",
+            "COLGALT2",
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+            "SCARNA8",
+            "C2orf81",
+            "CHEK2",
+            "C9orf40",
+            "HPCAL4",
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+            "SYNGR2"
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+        ]
+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 69.28571428571429,
+            "precision": 67.57142857142858,
+            "recall": 64.87012987012986,
+            "f1": 65.97069597069597
+        },
+        "selection": {
+            "precision": 0.18867924528301888,
+            "recall": 0.5128205128205128,
+            "f1": 0.27586206896551724,
+            "jaccard": 0.1388888888888889
+        }
+    }
+}

output/regress/Fibromyalgia/significant_genes_condition_Substance_Use_Disorder.json

@@ -0,0 +1,408 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "CCDC170",
+            "ANKRD20A11P",
+            "PARD3B",
+            "ENC1",
+            "LTA4H",
+            "MFSD3",
+            "FAM24A",
+            "HLA-L",
+            "MIR9-1",
+            "HTN1",
+            "COL4A6",
+            "IFT122",
+            "DCPS",
+            "STXBP1",
+            "HLA-DQB1",
+            "PGM5P2",
+            "TMEM255B",
+            "CADPS",
+            "CCNI",
+            "FAM167A-AS1",
+            "NUDC",
+            "NEIL1",
+            "IL3RA",
+            "ITSN1",
+            "NAPSB",
+            "LCT",
+            "OSGIN1",
+            "AKAP12",
+            "ELAPOR1",
+            "DRICH1",
+            "GSDME",
+            "CPT1A",
+            "KAT2B",
+            "ECRG4",
+            "SPHK1",
+            "SMAD9",
+            "IL13",
+            "MROH8",
+            "OR1N1",
+            "CFAP53",
+            "RGS17",
+            "OR10A7",
+            "TBX6",
+            "RRH",
+            "STAR",
+            "TNKS1BP1",
+            "MDS2",
+            "ATOH8",
+            "NDC1",
+            "RDH5",
+            "CPA3",
+            "ELL3",
+            "PIDD1",
+            "IFNE",
+            "VWA5B2",
+            "JOSD2",
+            "CROCC",
+            "TRIM16",
+            "LGI4",
+            "CCDC146",
+            "BLVRA",
+            "CNGA1",
+            "FKBPL",
+            "LINC00272",
+            "CYP27A1",
+            "MYH1",
+            "C1orf174",
+            "PGC",
+            "CDS1",
+            "PSD4",
+            "DERL3",
+            "TXNDC11",
+            "THOC3",
+            "TXNDC8",
+            "PIK3R2",
+            "APIP",
+            "MMP12",
+            "MTNR1B",
+            "SERINC2",
+            "KIAA1656",
+            "ICA1L",
+            "TTLL7",
+            "LRRC23",
+            "C9orf40",
+            "COLGALT2",
+            "MCAM",
+            "UQCC3",
+            "APBB2",
+            "TRPM4",
+            "SCG3",
+            "NT5M",
+            "ITGB8",
+            "KTN1-AS1",
+            "DOCK3",
+            "LRRC37A4P",
+            "G0S2",
+            "MRPL38",
+            "POC1A",
+            "RNF17",
+            "ZNF620",
+            "C3orf20",
+            "SLC25A47",
+            "HTN3",
+            "CCR9",
+            "LRIG3",
+            "NEFL",
+            "LRRC43",
+            "MYH3",
+            "SH3D19",
+            "F7",
+            "TPO",
+            "TIGD1",
+            "SYNGR2",
+            "SEMA3A",
+            "MFHAS1",
+            "NOVA1",
+            "PTP4A3",
+            "ADCK1",
+            "NAPSA",
+            "TUBB6",
+            "PI3",
+            "RAB11FIP3",
+            "PALLD",
+            "LINC02877",
+            "GIPR",
+            "LINC02912",
+            "EHHADH",
+            "SALL2"
+        ],
+        "Coefficient": [
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+        "Absolute Coefficient": [
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+    },
+    "cv_performance": {
+        "prediction": {
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+            "precision": 59.32692307692307,
+            "recall": 53.76623376623377,
+            "f1": 55.666666666666664
+        },
+        "selection": {
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+            "jaccard": 0.14084507042253522
+        }
+    }
+}

output/regress/Gaucher_Disease/significant_genes_condition_Obesity.json

@@ -0,0 +1,1347 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "OR5B2",
+            "GOLGA2P3Y",
+            "OR4F17",
+            "KRTAP9-4",
+            "LINC03042",
+            "OR9G4",
+            "KRTAP4-11",
+            "DEFB112",
+            "FOXI1",
+            "OR5T2",
+            "PPP1R17",
+            "EPHX4",
+            "CLEC2A",
+            "C2orf80",
+            "OR4F4",
+            "MMP23A",
+            "SAXO2",
+            "IL22",
+            "C4orf50",
+            "LHX6",
+            "CELA1",
+            "IL20RB",
+            "CCL27",
+            "MS4A6E",
+            "UMODL1-AS1",
+            "GPR15",
+            "YAF2",
+            "LDB3",
+            "GPR151",
+            "NMU",
+            "PGLYRP4",
+            "APOBEC4",
+            "DHRS7C",
+            "IL21",
+            "LMO3",
+            "RASSF10",
+            "FAM238C",
+            "NKAIN3",
+            "TTTY17B",
+            "SOST",
+            "OR52I2",
+            "DUSP29",
+            "CFAP77",
+            "ADAM11",
+            "NXNL2",
+            "GLIS3-AS1",
+            "CEACAM5",
+            "MMP27",
+            "C9orf50",
+            "HHEX",
+            "TMPRSS11F",
+            "CSNK1A1L",
+            "QRFP",
+            "OR9G9",
+            "PLIN1",
+            "CPSF4L",
+            "PWRN2",
+            "MYL10",
+            "CIROZ",
+            "OR5K1",
+            "OR4K2",
+            "GPAT3",
+            "GAL3ST2",
+            "IFITM4P",
+            "AVPR1A",
+            "CDH26",
+            "WDR64",
+            "SPATC1L",
+            "CLGN",
+            "NPAP1",
+            "TCHHL1",
+            "SCRT1",
+            "TDRD1",
+            "SPATA31F1",
+            "HSP90AB4P",
+            "IFNA8",
+            "KCNRG",
+            "TBC1D3G",
+            "LCE2C",
+            "RETSAT",
+            "ACOXL",
+            "SCGB1C1",
+            "CD200R1L",
+            "CEACAM18",
+            "DPRXP4",
+            "FOXD4L5",
+            "AQP1",
+            "ENDOU",
+            "PKD1L3",
+            "PTPN4",
+            "RB1CC1",
+            "CFAP54",
+            "SLC35G6",
+            "LACRT",
+            "C21orf91",
+            "OR9A4",
+            "KRTAP1-3",
+            "HCRTR2",
+            "H2AC21",
+            "IGSF9B",
+            "GORASP1",
+            "ASIC4",
+            "TMPRSS4",
+            "SGCZ",
+            "OMP",
+            "DAW1",
+            "MINPP1",
+            "PSG4",
+            "ARHGEF26",
+            "OR2M4",
+            "KLHL33",
+            "KRTAP13-2",
+            "MS4A5",
+            "ANKRD31",
+            "SLITRK4",
+            "OR7E24",
+            "CRISP3",
+            "KTN1",
+            "ZBTB8B",
+            "POU3F1",
+            "ALG1L2",
+            "ABTB3",
+            "DBI",
+            "KIR3DX1",
+            "TBC1D3P2",
+            "C2orf42",
+            "ABI1",
+            "OR52R1",
+            "PYY",
+            "GNRHR",
+            "CFAP299",
+            "HIPK4",
+            "SPTSSA",
+            "ODAD2",
+            "DNAJC25-GNG10",
+            "TEDDM1",
+            "ABCC13",
+            "OR4F6",
+            "C6orf47",
+            "HOXA7",
+            "TAS2R43",
+            "MAT2A",
+            "IL1F10",
+            "AGGF1",
+            "AWAT1",
+            "HTR3C",
+            "XKR4",
+            "C20orf202",
+            "TTTY2",
+            "SFTA3",
+            "DAD1P1",
+            "BICRA",
+            "DUOXA1",
+            "ADCYAP1R1",
+            "LINC00474",
+            "BTNL2",
+            "KRTAP17-1",
+            "OR5B12",
+            "ULK4P2",
+            "RETN",
+            "LHX9",
+            "PKD2L2",
+            "BAG6",
+            "KRT1",
+            "OR5AK2",
+            "MOV10L1",
+            "OR10G2",
+            "PSAPL1",
+            "FGF7P6",
+            "ASTN1",
+            "MDS2",
+            "SDHAP1",
+            "PIP5K1P1",
+            "RBM12B-AS1",
+            "OR6V1",
+            "GNAO1-AS1",
+            "RAB41",
+            "HNRNPUL1",
+            "RASGRF1",
+            "IFI44L",
+            "ASCL4",
+            "ADM5",
+            "IFI6",
+            "OR8J1",
+            "TPH2",
+            "SPATA4",
+            "NUTM1",
+            "INSYN2B",
+            "PRG3",
+            "MUTYH",
+            "ETV3L",
+            "LILRA3",
+            "OR4C6",
+            "IFNA21",
+            "FAM184B",
+            "LRATD1",
+            "AQP4-AS1",
+            "CFAP52",
+            "HDLBP",
+            "SNORA22",
+            "THAP9",
+            "C20orf173",
+            "ACCS",
+            "ERAP2",
+            "ELOA2",
+            "NRADDP",
+            "CAMKMT",
+            "H2AC15",
+            "DBF4B",
+            "OPN1MW",
+            "LCE2B",
+            "DPY19L2",
+            "PPEF2",
+            "SLC15A2",
+            "FAM81B",
+            "TIGD3",
+            "RPL21P44",
+            "SPATA31G1",
+            "ACSM1",
+            "CT47A7",
+            "TMEM179",
+            "ARGFX",
+            "R3HCC1L",
+            "OR5K2",
+            "CEP170P1",
+            "OR7E91P",
+            "SLC7A5P1",
+            "TACR2",
+            "LHX5",
+            "HLA-DQB2",
+            "C11orf16",
+            "SOX2",
+            "PRKACG",
+            "NKX2-1",
+            "NUP88",
+            "OR6K3",
+            "LRRIQ3",
+            "WHR1",
+            "DEFA1B",
+            "RAET1L",
+            "STON1-GTF2A1L",
+            "OR51I2",
+            "ITPRID1",
+            "CFAP144P1",
+            "OR5A1",
+            "TFPI2",
+            "WFDC10B",
+            "FMO6P",
+            "CDH4",
+            "FLJ13224",
+            "ATP6V1E2",
+            "WBP11P1",
+            "RPS27",
+            "CEP63",
+            "ANO2",
+            "PCDHB18P",
+            "MLANA",
+            "SPDYE5",
+            "CADM3",
+            "XRRA1",
+            "KRT39",
+            "RTL3",
+            "SATB2",
+            "SNORC",
+            "SEMG1",
+            "CYP26C1",
+            "MED12L",
+            "LINC00161",
+            "ZNF324",
+            "KRTAP5-6",
+            "CFAP47",
+            "SPINK7",
+            "OR9A2",
+            "FFAR3",
+            "DNAAF3",
+            "CRB1",
+            "PCDH11X",
+            "DEFB135",
+            "COX6A2",
+            "H3C14",
+            "TGM6",
+            "OBP2A",
+            "GPR15LG",
+            "TIGD6",
+            "OR6W1P",
+            "SNCAIP",
+            "KLK3",
+            "NFRKB",
+            "H3-4",
+            "KLHL41",
+            "GPR89B",
+            "LINC00305",
+            "NEUROD6",
+            "GZF1",
+            "CIBAR1P2",
+            "SNORA50A",
+            "AGBL1",
+            "GOLGA8G",
+            "HOXB8",
+            "ACTL9",
+            "SFTPC",
+            "PDIA5",
+            "TIFAB",
+            "ECEL1",
+            "SPACA5",
+            "CAPN11",
+            "CBLL1",
+            "C6orf58",
+            "CASP3",
+            "CIBAR2",
+            "PIK3CD-AS1",
+            "LSMEM1",
+            "COL2A1",
+            "OR13C8",
+            "CCDC190",
+            "ASTL",
+            "KCNJ1",
+            "RPH3A",
+            "FTLP10",
+            "IRF7",
+            "ZSCAN32",
+            "GABRA1",
+            "SOX2-OT",
+            "P2RX2",
+            "MYL7",
+            "MTFR1",
+            "KCNIP4-IT1",
+            "RNASE8",
+            "SCGB3A1",
+            "HES5",
+            "HBEGF",
+            "TEX55",
+            "LRRC74A",
+            "TMEM14EP",
+            "FNDC8",
+            "RAB9BP1",
+            "ST7-OT3",
+            "OR10A5",
+            "SEC1P",
+            "OR2T8",
+            "TAS2R41",
+            "SLC6A18",
+            "ZNF223",
+            "NPAS4",
+            "CECR7",
+            "CFC1B",
+            "GARIN1B",
+            "CCL3L3",
+            "CNGB3",
+            "FSTL5",
+            "FSCB",
+            "VSTM2B",
+            "BMP15",
+            "PABPC1L2A",
+            "MIXL1",
+            "TRIM64",
+            "ACER1",
+            "OR8H3",
+            "MRI1",
+            "TTTY5",
+            "NUP214",
+            "TSHB",
+            "KCNG3",
+            "FLACC1",
+            "CFAP276",
+            "MS4A3",
+            "OR1Q1",
+            "LOC148696",
+            "SLC44A3",
+            "PEX5L",
+            "USP4",
+            "CALHM1",
+            "NT5C1B",
+            "DEFB125",
+            "ANKRD34B",
+            "DNASE2B",
+            "OR4N4",
+            "SLC5A10",
+            "OR2W1",
+            "GTF2H2B",
+            "CABP2",
+            "KCNE2",
+            "DEF8",
+            "TMX4",
+            "ATP11AUN",
+            "LY6G5C",
+            "ZNF235",
+            "CLCA4",
+            "CDY1",
+            "SPDYE7P",
+            "FBLL1",
+            "CXorf58",
+            "GPA33",
+            "DSC1",
+            "PSG7",
+            "ELMOD1",
+            "MTERF4",
+            "MYOZ2",
+            "PPP1R1B",
+            "TEKT1",
+            "LINC00051",
+            "FABP2",
+            "SERPINE3",
+            "PCGEM1",
+            "ITFG2",
+            "MAG",
+            "NXPH3",
+            "SLC7A14",
+            "IFIT1",
+            "H4C5",
+            "TRIM61",
+            "GYPA",
+            "RAB9A",
+            "PATE1",
+            "GAGE2A",
+            "AFG1L",
+            "PKD1L1-AS1",
+            "STAR",
+            "CCDC160",
+            "EMX1",
+            "ASB12",
+            "LINC00520",
+            "TBR1",
+            "GPR149",
+            "POTEG",
+            "WDR93",
+            "GNAT1",
+            "SLC44A5",
+            "PCOTH",
+            "OR4D11",
+            "CDRT15",
+            "OR14I1",
+            "PCDHB1",
+            "OTOF",
+            "SDR9C7",
+            "LINC01587",
+            "ANP32D",
+            "PATE2",
+            "PPP1R3C",
+            "ZNF805",
+            "KRTAP5-11"
+        ],
+        "Coefficient": [
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+            "jaccard": 0.05763688760806916
+        }
+    }
+}

output/regress/Generalized_Anxiety_Disorder/significant_genes_condition_Anxiety_disorder.json

@@ -0,0 +1,1416 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "TRIM49",
+            "OR5T2",
+            "SHLD2P1",
+            "SPESP1",
+            "TBX20",
+            "PRSS1",
+            "DDI1",
+            "PAQR9",
+            "TSFM",
+            "ECHDC3",
+            "CFAP144P1",
+            "TAS2R38",
+            "DCAF12L2",
+            "MTUS2",
+            "SLC22A24",
+            "CILP",
+            "RPS2P32",
+            "SMIM21",
+            "BCHE",
+            "CEL",
+            "NMNAT2",
+            "PRR20C",
+            "LGR6",
+            "STK32A",
+            "RPA4",
+            "KRT76",
+            "HBZ",
+            "SLC7A5P2",
+            "SEPTIN7P9",
+            "RNASE1",
+            "RGPD5",
+            "FOXD4L5",
+            "TAAR1",
+            "EVPLL",
+            "SASH1",
+            "LNX1",
+            "TRIM67",
+            "MCHR1",
+            "ZNF705A",
+            "LINC02914",
+            "SLC6A10P",
+            "PDC",
+            "MMD2",
+            "OR10AD1",
+            "OR6W1P",
+            "HYAL6P",
+            "TBATA",
+            "STMN2",
+            "ELSPBP1",
+            "KRT15",
+            "FAM162A",
+            "C16orf78",
+            "CATSPERZ",
+            "IFNA16",
+            "C1QTNF9B",
+            "SNORA16A",
+            "TXNRD1",
+            "ASCL3",
+            "PROP1",
+            "SNORA11D",
+            "SNORA11B",
+            "TOB1",
+            "GOSR2",
+            "C1orf216",
+            "FRMD7",
+            "FABP12",
+            "SETD9",
+            "GBX1",
+            "KRTAP5-2",
+            "HPR",
+            "DFFB",
+            "ZNF195",
+            "FBXO16",
+            "NSMCE4A",
+            "SYNDIG1L",
+            "HOXC4",
+            "OR8S1",
+            "CCL26",
+            "C12orf71",
+            "OR7G1",
+            "CT47A11",
+            "ZNF471",
+            "SNORA36A",
+            "OR52E2",
+            "TAS1R2",
+            "TMEM163",
+            "EDN2",
+            "SUGCT",
+            "BRINP3",
+            "HPYR1",
+            "SLC22A1",
+            "OR4D6",
+            "FLJ30679",
+            "TBX4",
+            "FAM53A",
+            "TAS2R3",
+            "LPCAT3",
+            "APOBEC3B",
+            "FOXB2",
+            "ZNF556",
+            "ULBP2",
+            "RNF126P1",
+            "GALNT17",
+            "SLC6A5",
+            "PITPNA",
+            "HRH4",
+            "MZT1",
+            "KRT85",
+            "CCDC27",
+            "LTK",
+            "HIGD2B",
+            "MTRES1",
+            "NUP210L",
+            "HMGB4",
+            "IL4",
+            "PRL",
+            "AKAP4",
+            "GPR50",
+            "FAM86B2",
+            "TREML4",
+            "SHOC1",
+            "ART1",
+            "PPP3R2",
+            "TAL2",
+            "TMEM196",
+            "SLC9A4",
+            "PTPN20",
+            "ZNF735",
+            "NAP1L4",
+            "KLF17",
+            "KRTAP2-4",
+            "FLJ42393",
+            "RXRG",
+            "SNORA29",
+            "KRT40",
+            "MAGEA11",
+            "MT1H",
+            "NBEA",
+            "OR7G2",
+            "PSG10P",
+            "ZNF883",
+            "SEMG1",
+            "MAS1",
+            "FOXB1",
+            "OR8G2P",
+            "SOHLH1",
+            "UGT1A4",
+            "TMCO2",
+            "OR10Q1",
+            "FERD3L",
+            "NAT10",
+            "NGF",
+            "RPL36A",
+            "RGPD6",
+            "PTER",
+            "SLC5A7",
+            "JPH1",
+            "AMBN",
+            "ASB17",
+            "HCRTR2",
+            "OR1D2",
+            "OR9G4",
+            "HCCAT5",
+            "SEMG2",
+            "OPN1SW",
+            "C1orf141",
+            "CASR",
+            "SNORA68",
+            "TRIM42",
+            "OR8U1",
+            "OR6X1",
+            "GLDN",
+            "TTTY2",
+            "LEUTX",
+            "ACTRT1",
+            "WFDC8",
+            "EPB41L1",
+            "FOXP4",
+            "RIPK3",
+            "SMOC1",
+            "LOC392196",
+            "CCDC198",
+            "SLC9B1",
+            "DPP10",
+            "FOXD4L4",
+            "DNAH2",
+            "THPO",
+            "ACTL7A",
+            "SLC10A1",
+            "STOML3",
+            "OR56B1",
+            "OBSL1",
+            "NRG3",
+            "SLC39A8",
+            "SNORA15",
+            "CPSF4L",
+            "TMEM114",
+            "SERPINA9",
+            "EFS",
+            "SYNPO2L",
+            "DEFB124",
+            "IL22",
+            "GLYATL1",
+            "LEFTY1",
+            "PFKM",
+            "CCDC163",
+            "NDUFA10",
+            "HERC2P4",
+            "PLAC4",
+            "SKIDA1",
+            "PSMA8",
+            "SH2D5",
+            "HMX2",
+            "SNORA12",
+            "CACNG5",
+            "TBXT",
+            "KRT26",
+            "ZIC3",
+            "OR9I1",
+            "LONP2",
+            "CRYBA4",
+            "FAM184A",
+            "PDIA2",
+            "PAGE2B",
+            "MAGEC1",
+            "POLR1HASP",
+            "SLC34A1",
+            "LINC00479",
+            "GAGE2E",
+            "HLA-DQA1",
+            "SCARNA21",
+            "ZNF597",
+            "LOC283731",
+            "IQCF3",
+            "IFNA4",
+            "FAM138B",
+            "RAMP3",
+            "SNORA62",
+            "FZD3",
+            "FAM170A",
+            "FREY1",
+            "PWRN2",
+            "ZAR1",
+            "TRIM7",
+            "ATP4A",
+            "CPE",
+            "PCA3",
+            "HOXB8",
+            "MIR3667HG",
+            "N4BP1",
+            "KRTAP27-1",
+            "SYK",
+            "GPR22",
+            "HSPA1B",
+            "GLYATL3",
+            "GSTTP2",
+            "YBEY",
+            "TECTB",
+            "AVPR1B",
+            "NOMO3",
+            "OR1N2",
+            "RLN2",
+            "CRYGD",
+            "PCDH15",
+            "OR7C1",
+            "EYA4",
+            "TRIM6-TRIM34",
+            "TTTY8",
+            "KCNK10",
+            "MT1A",
+            "LRRC37BP1",
+            "OR52B6",
+            "TTLL6",
+            "FRMD5",
+            "SNORA16B",
+            "OR5D16",
+            "LAMB4",
+            "PIK3CD-AS1",
+            "OR6A2",
+            "NXPE1",
+            "SGCZ",
+            "FGFR2",
+            "POU1F1",
+            "OR51Q1",
+            "PRR27",
+            "LY6G6F",
+            "SCARNA9L",
+            "CHP2",
+            "TREH",
+            "HMHB1",
+            "GML",
+            "SLC5A8",
+            "ZNF804B",
+            "GALNT8",
+            "SERTM1",
+            "STAB2",
+            "SCGB3A2",
+            "LINC02903",
+            "SUPT20HL1",
+            "ST7-OT4",
+            "NPS",
+            "ASB4",
+            "OR2J2",
+            "ABCB4",
+            "SDC4P",
+            "OR2L8",
+            "OR4D2",
+            "TMEM179",
+            "PCDHGA8",
+            "DAZ2",
+            "ZFAS1",
+            "RETNLB",
+            "FAM9C",
+            "OR4F15",
+            "SOHLH2",
+            "SRD5A2",
+            "GPAT2",
+            "PROK2",
+            "KCNK4",
+            "H2AC1",
+            "TTLL8",
+            "SP7",
+            "EPCIP-AS1",
+            "ENTREP2",
+            "GPRC5B",
+            "XAGE2",
+            "CSTA",
+            "GPR52",
+            "OR51B5",
+            "SNORA2A",
+            "IL25",
+            "KIRREL2",
+            "FMO3",
+            "PDSS2",
+            "OR3A1",
+            "FLJ12825",
+            "CGB2",
+            "SNORA5C",
+            "PRSS42P",
+            "FN3KRP",
+            "HERC2P2",
+            "MYMK",
+            "KRTAP9-8",
+            "SEC1P",
+            "DSPP",
+            "LINC00323",
+            "MROH2B",
+            "SNHG5",
+            "MTAP",
+            "FAM167A-AS1",
+            "PEG3-AS1",
+            "PRM3",
+            "OR5H6",
+            "TPBG",
+            "KRTAP10-4",
+            "LOC100192426",
+            "PRLHR",
+            "NKX6-1",
+            "TSGA10IP",
+            "EIF3IP1",
+            "SNORA2B",
+            "OR6S1",
+            "ANK1",
+            "BPIFB6",
+            "PYY",
+            "EIF3C",
+            "MYBPC3",
+            "GNAT2",
+            "LYZL4",
+            "MYH7",
+            "LOC154449",
+            "GUCY1B2",
+            "KRTAP4-12",
+            "SNORA4",
+            "SERPINA5",
+            "SCARNA20",
+            "ANKRD33",
+            "IQCF5",
+            "SCARNA23",
+            "NKAIN3",
+            "GOLGA8IP",
+            "OR4X2",
+            "CCDC83",
+            "GDPD4",
+            "ZNF285",
+            "DBNL",
+            "LINC00652",
+            "CRLF2",
+            "C12orf56",
+            "SNORA18",
+            "SPMAP1",
+            "C11orf40",
+            "CRYGA",
+            "SNORA64",
+            "SOWAHB",
+            "RIT2",
+            "LINC00113",
+            "SLC22A7",
+            "CAPN14",
+            "MMEL1",
+            "RSPH6A",
+            "RETREG1",
+            "ZNF679",
+            "TFAP2D",
+            "NSMCE3",
+            "GOLGA6L1",
+            "PRSS58",
+            "YTHDF3",
+            "SNORA40",
+            "KRTAP10-11",
+            "ACTL7B",
+            "SLC35G6",
+            "PRR23A",
+            "GH2",
+            "ACR",
+            "PRR30",
+            "OR7C2",
+            "CNTNAP5",
+            "OCSTAMP",
+            "PPP1R17",
+            "SNORD115-7",
+            "CDCP2",
+            "DEFA1B",
+            "SLC5A11",
+            "CYP4F12",
+            "SLC30A10",
+            "NKX6-2",
+            "CDHR3",
+            "TAS2R8",
+            "OR4C6",
+            "ADGRA1",
+            "DRD3",
+            "MORN3",
+            "KRTAP6-2",
+            "PIP5K1P1",
+            "LIM2",
+            "UGT1A5",
+            "TMEM132D",
+            "OR8K1",
+            "KIR2DL3",
+            "NLRP2",
+            "LINC00596",
+            "CCDC144NL",
+            "CORO6",
+            "OTUB2",
+            "ME1",
+            "ACSM4",
+            "CCL25",
+            "KRT3",
+            "SLC26A7",
+            "GRB14",
+            "OR10T2",
+            "TSNAX-DISC1",
+            "PRAMEF12",
+            "FAM66D",
+            "SNORA26",
+            "BMP15",
+            "NT5C1B",
+            "LDHAL6B",
+            "GNAS-AS1",
+            "SNAR-A2",
+            "ANXA10",
+            "CFAP95",
+            "GGNBP1"
+        ],
+        "Coefficient": [
+            1.4428714045278959,
+            1.3876770063310544,
+            1.3768830317132679,
+            -1.359518269560949,
+            -1.32248935909706,
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+            -1.0468686878599072,
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+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 90.61728395061729,
+            "precision": 90.61728395061729,
+            "recall": 100.0,
+            "f1": 95.06882695319885
+        },
+        "selection": {
+            "precision": 0.5025689755482943,
+            "recall": 3.793103448275862,
+            "f1": 0.8873176827433339,
+            "jaccard": 0.44633556436428573
+        }
+    }
+}

output/regress/Generalized_Anxiety_Disorder/significant_genes_condition_Bipolar_disorder.json

@@ -0,0 +1,1341 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "OR5T2",
+            "SHLD2P1",
+            "TAS2R38",
+            "PAQR9",
+            "OR10AD1",
+            "ECHDC3",
+            "CILP",
+            "TBX20",
+            "LPCAT3",
+            "JPH1",
+            "TRIM49",
+            "STK32A",
+            "TBATA",
+            "C1orf216",
+            "SMIM21",
+            "NGF",
+            "OR4D6",
+            "GALNT17",
+            "PRR20C",
+            "DDI1",
+            "GBX1",
+            "HYAL6P",
+            "SNORA16A",
+            "FAM53A",
+            "C1QTNF9B",
+            "PRSS1",
+            "FBXO16",
+            "NSMCE4A",
+            "GPRC5B",
+            "GPR50",
+            "HBZ",
+            "SLC22A24",
+            "NMNAT2",
+            "TXNRD1",
+            "SNORA68",
+            "LTK",
+            "THPO",
+            "LNX1",
+            "SYNDIG1L",
+            "SLC7A5P2",
+            "NAT10",
+            "GLYATL1",
+            "TTC1",
+            "DCAF12L2",
+            "MTUS2",
+            "APOBEC3B",
+            "CCDC198",
+            "PITPNA",
+            "TBX4",
+            "SPESP1",
+            "SHOC1",
+            "ASB4",
+            "MCHR1",
+            "KRT76",
+            "KRT26",
+            "OR7G1",
+            "CATSPERZ",
+            "SNORA11D",
+            "DFFB",
+            "TAAR1",
+            "SEPTIN7P9",
+            "TBXT",
+            "C12orf71",
+            "KRT40",
+            "IFNA16",
+            "CT47A11",
+            "ZNF705A",
+            "OR56B1",
+            "SOHLH1",
+            "IL4",
+            "AVPR1B",
+            "ASCL3",
+            "FOXP4",
+            "TAS2R3",
+            "LOC283731",
+            "SEMG1",
+            "FABP12",
+            "FOXB1",
+            "TSFM",
+            "EVPLL",
+            "FAM86B2",
+            "C16orf78",
+            "RPS2P32",
+            "CFAP144P1",
+            "PTER",
+            "KRTAP5-2",
+            "C1orf141",
+            "NSMCE3",
+            "ACTL7B",
+            "TREML4",
+            "FOXD4L5",
+            "LOC392196",
+            "PROP1",
+            "RNF126P1",
+            "PSG10P",
+            "ZNF471",
+            "ELSPBP1",
+            "ENTREP2",
+            "SNORA36A",
+            "BCHE",
+            "HSPA1B",
+            "UGT1A4",
+            "HMGB4",
+            "OR52E2",
+            "SLC5A7",
+            "LINC02914",
+            "RXRG",
+            "FMO3",
+            "KRTAP9-8",
+            "SLC9B1",
+            "OR8S1",
+            "EYA4",
+            "EPB41L1",
+            "HRH4",
+            "IFNA4",
+            "FAM170A",
+            "AKAP4",
+            "SLC9A4",
+            "RPA4",
+            "ZNF883",
+            "SNORA12",
+            "OR6W1P",
+            "RNASE1",
+            "HCCAT5",
+            "HERC2P4",
+            "SLC6A5",
+            "ATP4A",
+            "TTTY2",
+            "GPAT2",
+            "KRT15",
+            "SLC6A10P",
+            "YBEY",
+            "ZIC3",
+            "LDLRAD1",
+            "CRYBA4",
+            "FLJ30679",
+            "CCDC27",
+            "OR8U1",
+            "ST7-OT4",
+            "CRTAC1",
+            "FLJ42393",
+            "HOXB8",
+            "ART1",
+            "OR10Q1",
+            "NDUFA10",
+            "ZNF735",
+            "DAZ2",
+            "DNAJA2",
+            "SNORA15",
+            "CASR",
+            "FOXB2",
+            "STMN2",
+            "MT1H",
+            "TAL2",
+            "SLC39A8",
+            "SETD9",
+            "HCRTR2",
+            "CSTA",
+            "AMBN",
+            "CEL",
+            "KRTAP2-4",
+            "DCAF10",
+            "TAS1R2",
+            "CHP2",
+            "SLCO1B3",
+            "SCARNA23",
+            "OR1D2",
+            "CPSF4L",
+            "PRL",
+            "MORN3",
+            "SNORA2B",
+            "SLC5A8",
+            "PRR27",
+            "STOML3",
+            "BRINP3",
+            "SNORA29",
+            "FRMD7",
+            "PCDH15",
+            "MTRES1",
+            "BAALC",
+            "GDPD4",
+            "MAGEA11",
+            "NRG3",
+            "ABLIM2",
+            "OR52B6",
+            "GPR52",
+            "NUP210L",
+            "HMHB1",
+            "CCK",
+            "H2AC1",
+            "KRT85",
+            "HOXA13",
+            "FERD3L",
+            "GLDN",
+            "SLC25A30",
+            "OR8G2P",
+            "KLF17",
+            "SMOC1",
+            "TMEM114",
+            "PWRN2",
+            "CALR3",
+            "SIAH1",
+            "CACNG8",
+            "SRGAP1",
+            "ZSCAN10",
+            "TMEM163",
+            "PDC",
+            "ZNF804B",
+            "SLC22A1",
+            "OR5D16",
+            "CDCP2",
+            "PROK2",
+            "TMCO2",
+            "GALNT8",
+            "PKD2L2",
+            "CELF5",
+            "MAS1",
+            "ZNF597",
+            "PFKM",
+            "PTPN20",
+            "KRTAP10-11",
+            "NAP1L4",
+            "KRTAP27-1",
+            "ATP2B2",
+            "HIGD2B",
+            "DSPP",
+            "LGR6",
+            "RHOXF2B",
+            "GOSR2",
+            "TRIM67",
+            "SLC10A1",
+            "LINC00479",
+            "OR10T2",
+            "WFDC8",
+            "ZNF285",
+            "KRTAP4-12",
+            "CACNG5",
+            "GML",
+            "IFNA5",
+            "EFS",
+            "PDIA2",
+            "CRYGA",
+            "PCP4L1",
+            "SNHG5",
+            "FREY1",
+            "CCL26",
+            "RGPD5",
+            "OR1N2",
+            "CYP4F12",
+            "NXPE1",
+            "WFIKKN2",
+            "TMEM196",
+            "HPR",
+            "FLJ12825",
+            "ENC1",
+            "LYZL4",
+            "KRT3",
+            "RPL36A",
+            "FEV",
+            "PRLHR",
+            "POLR1HASP",
+            "PRSS42P",
+            "FAM138B",
+            "FAM167A-AS1",
+            "RLN2",
+            "DPP10",
+            "OR3A1",
+            "EIF3IP1",
+            "MIR3667HG",
+            "CYP4F2",
+            "LAMB4",
+            "XAGE2",
+            "SUPT20HL1",
+            "NKX6-1",
+            "NTRK1",
+            "UGT1A5",
+            "SERPINA9",
+            "ACSM4",
+            "SPMAP1",
+            "GABRA1",
+            "SLC19A4P",
+            "HLA-DQA1",
+            "CRLF2",
+            "CRYGD",
+            "PSMA8",
+            "CCNQP1",
+            "PRAMEF12",
+            "TRA2A",
+            "ZAR1",
+            "SNORA11B",
+            "IQCF3",
+            "EPCIP-AS1",
+            "UCN3",
+            "SDC4P",
+            "SNORA62",
+            "HTR1A",
+            "OR51B5",
+            "OR1J4",
+            "TMEM132D",
+            "HERC2P2",
+            "TSGA10IP",
+            "GPR22",
+            "LY6G6F",
+            "NMBR",
+            "DGKK",
+            "GAGE2E",
+            "TRPM3",
+            "REG3G",
+            "LINC02903",
+            "ANK1",
+            "SASH1",
+            "GRM3",
+            "MYMK",
+            "TREH",
+            "SKIDA1",
+            "AHSP",
+            "ASB17",
+            "SND1-IT1",
+            "SLC25A47",
+            "NPS",
+            "MT1A",
+            "SCARNA21",
+            "ALLC",
+            "KRTAP1-1",
+            "APOC1P1",
+            "GLRA1",
+            "GUCY1B2",
+            "OR8H1",
+            "SERTM1",
+            "POU1F1",
+            "OPN1SW",
+            "KIR2DL3",
+            "ZFAS1",
+            "OR7C1",
+            "OR1B1",
+            "DBNL",
+            "MSGN1",
+            "GLYATL3",
+            "SPATA16",
+            "CCDC83",
+            "CCDC144NL",
+            "OR4D2",
+            "HMX2",
+            "GPR152",
+            "TECTB",
+            "KCNA7",
+            "LEUTX",
+            "TTTY8",
+            "LEFTY1",
+            "FZD3",
+            "SRD5A2",
+            "KRTAP9-2",
+            "ACTL7A",
+            "SLC35G6",
+            "LOC154449",
+            "MTAP",
+            "FABP9",
+            "KRT28",
+            "PTCHD3",
+            "OR7C2",
+            "SNORA18",
+            "TAAR8",
+            "DEFB124",
+            "PCDH11Y",
+            "SNORA16B",
+            "INS-IGF2",
+            "BTBD16",
+            "MYL10",
+            "ANXA10",
+            "GNAS-AS1",
+            "LINC02875",
+            "RETREG1",
+            "MYBPC3",
+            "SCMH1",
+            "TMPRSS9",
+            "RAMP3",
+            "SEBOX",
+            "RPSAP52",
+            "PSMB11",
+            "MYH7",
+            "TTLL6",
+            "CBY2",
+            "PYY",
+            "PDLIM1",
+            "SH2D5",
+            "C5orf47",
+            "OR8D4",
+            "SNORA71D",
+            "NXF3",
+            "TMPRSS7",
+            "PCDHGA8",
+            "PECR",
+            "MAP6",
+            "BAALC-AS2",
+            "IL25",
+            "GNAT1",
+            "MBD3L2",
+            "CCT8L2",
+            "LDHAL6B",
+            "GPC5",
+            "TENT5D",
+            "DEFA1B",
+            "OR6S1",
+            "CAPN14",
+            "BMP15",
+            "DNAH2",
+            "FAM178B",
+            "PAGE2B",
+            "SPRR2B",
+            "C11orf40",
+            "LOC284379",
+            "FAM3B",
+            "CDR1",
+            "KRTAP4-9",
+            "LINC00323",
+            "TMEM63A",
+            "SLC39A5",
+            "FN3KRP",
+            "MMD2",
+            "SGCZ",
+            "CFAP58",
+            "ACTRT1",
+            "EIF3C",
+            "NUTM1",
+            "TTLL8",
+            "DEFB109A",
+            "HPYR1",
+            "OCSTAMP",
+            "KIRREL2",
+            "SLC34A1",
+            "OR51Q1",
+            "NBEA",
+            "IL17F",
+            "SOAT2",
+            "RETNLB",
+            "C22orf42",
+            "HNRNPH1",
+            "DNAH10",
+            "SP7"
+        ],
+        "Coefficient": [
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+    "cv_performance": {
+        "prediction": {
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+            "precision": 90.61728395061729,
+            "recall": 100.0,
+            "f1": 95.06882695319885
+        },
+        "selection": {
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+            "recall": 3.1034482758620685,
+            "f1": 0.774430177143277,
+            "jaccard": 0.38993049295273097
+        }
+    }
+}

output/regress/Generalized_Anxiety_Disorder/significant_genes_condition_Epilepsy.json

@@ -0,0 +1,1395 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "TRIM49",
+            "SHLD2P1",
+            "OR5T2",
+            "PAQR9",
+            "TBX20",
+            "SPESP1",
+            "DDI1",
+            "CILP",
+            "TAS2R38",
+            "PRSS1",
+            "TSFM",
+            "DCAF12L2",
+            "ECHDC3",
+            "SLC22A24",
+            "BCHE",
+            "CFAP144P1",
+            "PRR20C",
+            "NMNAT2",
+            "CEL",
+            "SMIM21",
+            "MTUS2",
+            "KRT76",
+            "STK32A",
+            "LGR6",
+            "HBZ",
+            "RPA4",
+            "FOXD4L5",
+            "SLC7A5P2",
+            "SEPTIN7P9",
+            "RPS2P32",
+            "SASH1",
+            "RGPD5",
+            "MCHR1",
+            "OR10AD1",
+            "TAAR1",
+            "PDC",
+            "TBATA",
+            "RNASE1",
+            "LINC02914",
+            "HYAL6P",
+            "EVPLL",
+            "HOXC4",
+            "TRIM67",
+            "ZNF705A",
+            "OR6W1P",
+            "MMD2",
+            "MTRES1",
+            "SNORA16A",
+            "KRTAP5-2",
+            "PROP1",
+            "C1QTNF9B",
+            "FRMD7",
+            "TXNRD1",
+            "ASCL3",
+            "OR8S1",
+            "LNX1",
+            "CCL26",
+            "ELSPBP1",
+            "STMN2",
+            "C16orf78",
+            "ZNF471",
+            "SYNDIG1L",
+            "FAM162A",
+            "HPR",
+            "LPCAT3",
+            "KRT15",
+            "PITPNA",
+            "ZNF195",
+            "TOB1",
+            "SNORA11D",
+            "IFNA16",
+            "GOSR2",
+            "SETD9",
+            "CATSPERZ",
+            "SLC22A1",
+            "SLC6A10P",
+            "OR7G1",
+            "HPYR1",
+            "SNORA11B",
+            "SNORA36A",
+            "PPP3R2",
+            "FABP12",
+            "C1orf216",
+            "ZNF735",
+            "SUGCT",
+            "OR52E2",
+            "SLC6A5",
+            "TAS1R2",
+            "TMEM163",
+            "TAS2R3",
+            "OR4D6",
+            "SLC9A4",
+            "CCDC27",
+            "TBX4",
+            "HIGD2B",
+            "LTK",
+            "NSMCE4A",
+            "BRINP3",
+            "GBX1",
+            "FBXO16",
+            "ZNF556",
+            "C12orf71",
+            "APOBEC3B",
+            "FOXB2",
+            "AKAP4",
+            "HRH4",
+            "GPR50",
+            "ULBP2",
+            "FOXB1",
+            "FLJ30679",
+            "EDN2",
+            "KRT40",
+            "RNF126P1",
+            "RPL36A",
+            "ART1",
+            "TAL2",
+            "CT47A11",
+            "PSG10P",
+            "PTPN20",
+            "FAM53A",
+            "SEMG1",
+            "HMGB4",
+            "IL4",
+            "SNORA29",
+            "KRT85",
+            "FAM86B2",
+            "ZNF883",
+            "NAT10",
+            "TREML4",
+            "SOHLH1",
+            "FLJ42393",
+            "TMEM196",
+            "PRL",
+            "DFFB",
+            "RGPD6",
+            "OR7G2",
+            "KLF17",
+            "UGT1A4",
+            "SNORA68",
+            "OR8G2P",
+            "SHOC1",
+            "MAS1",
+            "NUP210L",
+            "TTTY2",
+            "NGF",
+            "GALNT17",
+            "DNAH2",
+            "RXRG",
+            "MZT1",
+            "TMCO2",
+            "MT1H",
+            "PTER",
+            "NBEA",
+            "OR10Q1",
+            "EFS",
+            "PFKM",
+            "NAP1L4",
+            "AMBN",
+            "HCRTR2",
+            "SLC5A7",
+            "OPN1SW",
+            "SNORA12",
+            "OR1D2",
+            "KRTAP2-4",
+            "WFDC8",
+            "FOXP4",
+            "SLC9B1",
+            "SLC10A1",
+            "MAGEA11",
+            "FOXD4L4",
+            "PSMA8",
+            "SYNPO2L",
+            "OR56B1",
+            "CCDC198",
+            "CACNG5",
+            "SLC39A8",
+            "STOML3",
+            "THPO",
+            "OR6X1",
+            "HLA-DQA1",
+            "CASR",
+            "CPE",
+            "FERD3L",
+            "KRT26",
+            "HCCAT5",
+            "SEMG2",
+            "JPH1",
+            "CPSF4L",
+            "ASB17",
+            "DPP10",
+            "OBSL1",
+            "DEFB124",
+            "C1orf141",
+            "ACTRT1",
+            "LEUTX",
+            "TMEM114",
+            "SMOC1",
+            "EPB41L1",
+            "OR8U1",
+            "RIPK3",
+            "OR9G4",
+            "TRIM7",
+            "LOC392196",
+            "TBXT",
+            "GLDN",
+            "NRG3",
+            "GLYATL1",
+            "ACTL7A",
+            "LOC283731",
+            "LEFTY1",
+            "RLN2",
+            "SLC34A1",
+            "SH2D5",
+            "GAGE2E",
+            "CCDC163",
+            "FAM170A",
+            "LAMB4",
+            "PDIA2",
+            "HSPA1B",
+            "HERC2P4",
+            "OR1N2",
+            "SCARNA21",
+            "ZAR1",
+            "MT1A",
+            "SKIDA1",
+            "LONP2",
+            "NDUFA10",
+            "IL22",
+            "PAGE2B",
+            "OR9I1",
+            "N4BP1",
+            "PIK3CD-AS1",
+            "GSTTP2",
+            "TPBG",
+            "IFNA4",
+            "ZIC3",
+            "TRIM42",
+            "FREY1",
+            "GLYATL3",
+            "SNORA62",
+            "STAB2",
+            "ENTREP2",
+            "SERPINA9",
+            "HMX2",
+            "YBEY",
+            "CRYBA4",
+            "SNORA15",
+            "TTLL6",
+            "LINC00323",
+            "HOXB8",
+            "FAM138B",
+            "PLAC4",
+            "PCDH15",
+            "MIR3667HG",
+            "OR5D16",
+            "GPR22",
+            "FAM184A",
+            "LINC00479",
+            "CGB2",
+            "MROH2B",
+            "EIF3C",
+            "GML",
+            "TECTB",
+            "OR6A2",
+            "PCDHGA8",
+            "CHP2",
+            "SYK",
+            "HMHB1",
+            "POLR1HASP",
+            "FGFR2",
+            "PRR27",
+            "NXPE1",
+            "ABCB4",
+            "TRIM6-TRIM34",
+            "LRRC37BP1",
+            "SNORA16B",
+            "OR52B6",
+            "IQCF3",
+            "FZD3",
+            "OR2L8",
+            "KCNK10",
+            "GPAT2",
+            "OR2J2",
+            "TTTY8",
+            "ATP4A",
+            "ZNF804B",
+            "PCA3",
+            "PRM3",
+            "OTUB2",
+            "KRTAP27-1",
+            "DSPP",
+            "OR7C1",
+            "OR4D2",
+            "NPS",
+            "CRYGD",
+            "RETNLB",
+            "FRMD5",
+            "SGCZ",
+            "KRTAP10-4",
+            "POU1F1",
+            "SUPT20HL1",
+            "MAGEC1",
+            "ANK1",
+            "LINC02903",
+            "SOHLH2",
+            "PWRN2",
+            "SLC35G6",
+            "TREH",
+            "FLJ12825",
+            "FMO3",
+            "XAGE2",
+            "KIRREL2",
+            "GPRC5B",
+            "RAMP3",
+            "NOMO3",
+            "LY6G6F",
+            "SLC5A8",
+            "OR3A1",
+            "CSTA",
+            "LYZL4",
+            "ZNF285",
+            "OR51B5",
+            "OR51Q1",
+            "PRR30",
+            "SCGB3A2",
+            "ZNF597",
+            "EYA4",
+            "PRSS42P",
+            "PEG3-AS1",
+            "PROK2",
+            "ASB4",
+            "NKX6-1",
+            "SPMAP1",
+            "TSGA10IP",
+            "SERTM1",
+            "EPCIP-AS1",
+            "EIF3IP1",
+            "FAM9C",
+            "H2AC1",
+            "TTLL8",
+            "MYH7",
+            "KRTAP9-8",
+            "SNORA2B",
+            "SNORA4",
+            "SP7",
+            "LOC100192426",
+            "CYP4F12",
+            "PRLHR",
+            "ST7-OT4",
+            "OR4F15",
+            "IL25",
+            "MMEL1",
+            "GALNT8",
+            "SDC4P",
+            "SLC5A11",
+            "PTCH1",
+            "KRTAP10-11",
+            "OCSTAMP",
+            "KCNK4",
+            "DBNL",
+            "OR5H6",
+            "LINC00652",
+            "LOC154449",
+            "YTHDF3",
+            "AVPR1B",
+            "RETREG1",
+            "SCARNA9L",
+            "SRD5A2",
+            "RIT2",
+            "CCDC83",
+            "SNORA18",
+            "GOLGA6L1",
+            "FAM167A-AS1",
+            "SNORA5C",
+            "WDR33",
+            "HEY2",
+            "ADGRA1",
+            "SNORA40",
+            "C12orf56",
+            "GUCY1B2",
+            "MTAP",
+            "PRR23A",
+            "ACTL7B",
+            "BPIFB6",
+            "FN3KRP",
+            "GDPD4",
+            "LINC00113",
+            "BMP15",
+            "C11orf40",
+            "ACR",
+            "GPR52",
+            "SNHG5",
+            "OR7C2",
+            "ZFAS1",
+            "GNAS-AS1",
+            "DRD3",
+            "SNORD115-7",
+            "TMEM179",
+            "KRT3",
+            "FCRL4",
+            "KRTAP6-2",
+            "ANKRD33",
+            "TFAP2D",
+            "LIM2",
+            "MYBPC3",
+            "CRLF2",
+            "SEC1P",
+            "IQCF5",
+            "SLC25A30",
+            "KRTAP4-12",
+            "MORN3",
+            "CNTNAP5",
+            "PRAMEF12",
+            "MYMK",
+            "OR4C6",
+            "SLC26A7",
+            "OR4X2",
+            "DAZ2",
+            "PIP5K1P1",
+            "KIR2DL3",
+            "ABCC6P2",
+            "NSMCE3",
+            "SOWAHB",
+            "GRM3",
+            "CRYGA",
+            "CDCP2",
+            "OR6C76",
+            "GNAT2",
+            "SCARNA23",
+            "LINC00471",
+            "SNORA2A",
+            "PCDHA13",
+            "GH2",
+            "RSPH6A",
+            "SLC22A7",
+            "DNASE2B",
+            "ENC1",
+            "PRSS58",
+            "SCARNA20",
+            "GOLGA8IP",
+            "OR8K1",
+            "OR6S1",
+            "NT5C1B",
+            "GRB14",
+            "DEFA1B",
+            "TFAMP1",
+            "CCZ1B",
+            "ACSM4",
+            "PLEKHG7",
+            "OR10T2",
+            "DEFB134",
+            "CORO6",
+            "NTRK1",
+            "IFNA5",
+            "CAPN14",
+            "NKAIN3",
+            "DNAH10"
+        ],
+        "Coefficient": [
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+    "cv_performance": {
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+            "precision": 90.61728395061729,
+            "recall": 100.0,
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+        },
+        "selection": {
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+            "f1": 0.8083549496158546,
+            "jaccard": 0.4063311220993703
+        }
+    }
+}

output/regress/Generalized_Anxiety_Disorder/significant_genes_condition_Gender.json

@@ -0,0 +1,1410 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "TRIM49",
+            "TBX20",
+            "PAQR9",
+            "SHLD2P1",
+            "OR5T2",
+            "SPESP1",
+            "DDI1",
+            "CILP",
+            "PRSS1",
+            "TSFM",
+            "TAS2R38",
+            "ECHDC3",
+            "CFAP144P1",
+            "SLC22A24",
+            "BCHE",
+            "DCAF12L2",
+            "NMNAT2",
+            "CEL",
+            "SMIM21",
+            "LGR6",
+            "MTUS2",
+            "PRR20C",
+            "KRT76",
+            "RPA4",
+            "STK32A",
+            "HBZ",
+            "RPS2P32",
+            "SEPTIN7P9",
+            "SLC7A5P2",
+            "TAAR1",
+            "SASH1",
+            "RGPD5",
+            "FOXD4L5",
+            "PDC",
+            "OR10AD1",
+            "MCHR1",
+            "LINC02914",
+            "HYAL6P",
+            "MMD2",
+            "RNASE1",
+            "ZNF705A",
+            "TRIM67",
+            "SNORA16A",
+            "EVPLL",
+            "TBATA",
+            "PROP1",
+            "HOXC4",
+            "SETD9",
+            "OR6W1P",
+            "MTRES1",
+            "LNX1",
+            "LPCAT3",
+            "FRMD7",
+            "KRTAP5-2",
+            "OR8S1",
+            "FAM162A",
+            "C16orf78",
+            "IFNA16",
+            "ASCL3",
+            "GOSR2",
+            "C1QTNF9B",
+            "ELSPBP1",
+            "TXNRD1",
+            "CCL26",
+            "STMN2",
+            "KRT15",
+            "ZNF471",
+            "SNORA11D",
+            "SYNDIG1L",
+            "TOB1",
+            "HPYR1",
+            "SNORA11B",
+            "C1orf216",
+            "PITPNA",
+            "OR7G1",
+            "FLJ30679",
+            "SLC6A10P",
+            "SLC22A1",
+            "TAS2R3",
+            "SLC6A5",
+            "HPR",
+            "CATSPERZ",
+            "SUGCT",
+            "ZNF195",
+            "FABP12",
+            "OR52E2",
+            "BRINP3",
+            "SNORA36A",
+            "TMEM163",
+            "OR4D6",
+            "LTK",
+            "PPP3R2",
+            "NSMCE4A",
+            "TAS1R2",
+            "CCDC27",
+            "APOBEC3B",
+            "EDN2",
+            "TBX4",
+            "SEMG1",
+            "FAM53A",
+            "AKAP4",
+            "CT47A11",
+            "SLC9A4",
+            "FOXB2",
+            "HMGB4",
+            "ULBP2",
+            "C12orf71",
+            "ZNF556",
+            "ZNF735",
+            "FAM86B2",
+            "HIGD2B",
+            "PTPN20",
+            "TAL2",
+            "HRH4",
+            "PSG10P",
+            "KRT40",
+            "KRT85",
+            "FOXB1",
+            "FBXO16",
+            "RPL36A",
+            "SNORA29",
+            "GBX1",
+            "FLJ42393",
+            "GPR50",
+            "TREML4",
+            "KLF17",
+            "ART1",
+            "RNF126P1",
+            "IL4",
+            "MZT1",
+            "NGF",
+            "UGT1A4",
+            "SHOC1",
+            "NAT10",
+            "TMEM196",
+            "DFFB",
+            "OR7G2",
+            "PRL",
+            "SOHLH1",
+            "ZNF883",
+            "MT1H",
+            "GALNT17",
+            "NUP210L",
+            "PTER",
+            "OR8G2P",
+            "OR10Q1",
+            "NBEA",
+            "HCRTR2",
+            "RGPD6",
+            "NAP1L4",
+            "DNAH2",
+            "OPN1SW",
+            "MAS1",
+            "EFS",
+            "TTTY2",
+            "TMCO2",
+            "SNORA68",
+            "OR56B1",
+            "MAGEA11",
+            "SLC9B1",
+            "OR1D2",
+            "KRTAP2-4",
+            "PFKM",
+            "SYNPO2L",
+            "AMBN",
+            "SLC10A1",
+            "RXRG",
+            "STOML3",
+            "THPO",
+            "SLC5A7",
+            "RIPK3",
+            "SLC39A8",
+            "CCDC198",
+            "C1orf141",
+            "FERD3L",
+            "CASR",
+            "HCCAT5",
+            "ASB17",
+            "SMOC1",
+            "SNORA12",
+            "JPH1",
+            "FOXD4L4",
+            "CPE",
+            "WFDC8",
+            "KRT26",
+            "LEUTX",
+            "GLDN",
+            "OR6X1",
+            "TMEM114",
+            "PSMA8",
+            "CPSF4L",
+            "DEFB124",
+            "DPP10",
+            "CACNG5",
+            "FOXP4",
+            "SEMG2",
+            "LOC392196",
+            "HLA-DQA1",
+            "ACTRT1",
+            "ACTL7A",
+            "OBSL1",
+            "OR8U1",
+            "EPB41L1",
+            "HERC2P4",
+            "GLYATL1",
+            "TBXT",
+            "GSTTP2",
+            "SLC34A1",
+            "SKIDA1",
+            "IL22",
+            "FAM170A",
+            "PDIA2",
+            "SCARNA21",
+            "LINC00479",
+            "NRG3",
+            "LAMB4",
+            "SH2D5",
+            "HSPA1B",
+            "OR9G4",
+            "CHP2",
+            "ZIC3",
+            "NDUFA10",
+            "LOC283731",
+            "CRYBA4",
+            "GAGE2E",
+            "TRIM7",
+            "GLYATL3",
+            "LEFTY1",
+            "OR1N2",
+            "FREY1",
+            "ZAR1",
+            "PAGE2B",
+            "PRR27",
+            "YBEY",
+            "SNORA62",
+            "STAB2",
+            "TRIM42",
+            "FAM138B",
+            "OR9I1",
+            "SNORA15",
+            "CCDC163",
+            "PLAC4",
+            "N4BP1",
+            "TTLL6",
+            "HMX2",
+            "LONP2",
+            "TECTB",
+            "MROH2B",
+            "NXPE1",
+            "OR5D16",
+            "PCDHGA8",
+            "PCDH15",
+            "KRTAP27-1",
+            "LINC00323",
+            "OR6A2",
+            "GML",
+            "MIR3667HG",
+            "SNORA16B",
+            "CGB2",
+            "OR52B6",
+            "IFNA4",
+            "FZD3",
+            "IQCF3",
+            "FAM184A",
+            "HOXB8",
+            "KCNK10",
+            "TRIM6-TRIM34",
+            "KIRREL2",
+            "LRRC37BP1",
+            "PIK3CD-AS1",
+            "FGFR2",
+            "POLR1HASP",
+            "GPR22",
+            "OR7C1",
+            "RLN2",
+            "GPRC5B",
+            "ATP4A",
+            "MT1A",
+            "RETNLB",
+            "TREH",
+            "LY6G6F",
+            "PTCH1",
+            "CRYGD",
+            "SERPINA9",
+            "PCA3",
+            "PRM3",
+            "OR51Q1",
+            "TPBG",
+            "DSPP",
+            "RAMP3",
+            "HMHB1",
+            "OR4D2",
+            "TTTY8",
+            "SYK",
+            "PWRN2",
+            "MMEL1",
+            "SERTM1",
+            "SGCZ",
+            "POU1F1",
+            "ANK1",
+            "FLJ12825",
+            "PROK2",
+            "NPS",
+            "ABCB4",
+            "ENTREP2",
+            "EIF3C",
+            "SLC5A8",
+            "FAM9C",
+            "GPAT2",
+            "MAGEC1",
+            "ZNF597",
+            "CYP4F12",
+            "TTLL8",
+            "OR51B5",
+            "FRMD5",
+            "SUPT20HL1",
+            "OR2L8",
+            "KRTAP10-4",
+            "ASB4",
+            "TSGA10IP",
+            "SRD5A2",
+            "SOHLH2",
+            "EYA4",
+            "MYMK",
+            "LINC02903",
+            "SCGB3A2",
+            "PEG3-AS1",
+            "EIF3IP1",
+            "OR2J2",
+            "YTHDF3",
+            "LYZL4",
+            "OTUB2",
+            "NOMO3",
+            "PRSS42P",
+            "XAGE2",
+            "SDC4P",
+            "DBNL",
+            "OR4F15",
+            "ST7-OT4",
+            "NKX6-1",
+            "ZNF285",
+            "SP7",
+            "KRTAP9-8",
+            "IL25",
+            "ZNF804B",
+            "PRR30",
+            "FAM167A-AS1",
+            "OR3A1",
+            "SLC35G6",
+            "PRLHR",
+            "FMO3",
+            "LOC154449",
+            "LINC00652",
+            "CSTA",
+            "LINC00113",
+            "RETREG1",
+            "GALNT8",
+            "SCARNA9L",
+            "FN3KRP",
+            "SLC5A11",
+            "GDPD4",
+            "SNORA5C",
+            "C11orf40",
+            "SNORA4",
+            "OR5H6",
+            "H2AC1",
+            "RIT2",
+            "ANKRD33",
+            "SNHG5",
+            "SPMAP1",
+            "GOLGA6L1",
+            "GPR52",
+            "AVPR1B",
+            "LOC100192426",
+            "BPIFB6",
+            "GRM3",
+            "C12orf56",
+            "SNORA2B",
+            "EPCIP-AS1",
+            "PRAMEF12",
+            "PRR23A",
+            "CCDC83",
+            "ZFAS1",
+            "KRTAP10-11",
+            "LIM2",
+            "NSMCE3",
+            "TMEM179",
+            "DAZ2",
+            "SNORA40",
+            "HEY2",
+            "IQCF5",
+            "SCARNA23",
+            "KRTAP4-12",
+            "KIR2DL3",
+            "TFAP2D",
+            "GUCY1B2",
+            "GOLGA8IP",
+            "OR4X2",
+            "SEC1P",
+            "ADGRA1",
+            "KCNK4",
+            "KRT3",
+            "CORO6",
+            "ACTL7B",
+            "SNORD115-7",
+            "SNORA18",
+            "KRTAP6-2",
+            "MYH7",
+            "CRYGA",
+            "DNASE2B",
+            "GNAS-AS1",
+            "MTAP",
+            "OCSTAMP",
+            "ACR",
+            "NKAIN3",
+            "SOWAHB",
+            "SNORA2A",
+            "CNTNAP5",
+            "SCARNA20",
+            "MYBPC3",
+            "CRLF2",
+            "RSPH6A",
+            "GRB14",
+            "BMP15",
+            "PECR",
+            "OR6S1",
+            "ENC1",
+            "SLC22A7",
+            "LDHAL6B",
+            "DRD3",
+            "DCAF10",
+            "ABCC6P2",
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+            "recall": 100.0,
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+        },
+        "selection": {
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+            "f1": 0.8109409544477378,
+            "jaccard": 0.4076318979610349
+        }
+    }
+}

output/regress/Generalized_Anxiety_Disorder/significant_genes_condition_Hypertension.json

@@ -0,0 +1,1308 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "CILP",
+            "DCAF12L2",
+            "SHLD2P1",
+            "SPESP1",
+            "OR5T2",
+            "DDI1",
+            "FOXD4L5",
+            "STMN2",
+            "PAQR9",
+            "CEL",
+            "TRIM49",
+            "TAS2R38",
+            "PRSS1",
+            "CFAP144P1",
+            "LPCAT3",
+            "SEPTIN7P9",
+            "TBX20",
+            "HBZ",
+            "OR4D6",
+            "MTUS2",
+            "SMIM21",
+            "LGR6",
+            "MMD2",
+            "C12orf71",
+            "KRTAP5-2",
+            "HMGB4",
+            "NSMCE4A",
+            "SLC7A5P2",
+            "ASCL3",
+            "BCHE",
+            "TBXT",
+            "LNX1",
+            "ECHDC3",
+            "CT47A11",
+            "OR7G1",
+            "KRT76",
+            "NSMCE3",
+            "STK32A",
+            "LINC02914",
+            "PRR20C",
+            "ULBP2",
+            "NAP1L4",
+            "TBATA",
+            "RPA4",
+            "EDN2",
+            "PROP1",
+            "ICMT",
+            "TAS1R2",
+            "RPS2P32",
+            "OR10AD1",
+            "HPYR1",
+            "PPP3R2",
+            "RGPD5",
+            "SLC22A24",
+            "SASH1",
+            "SLC6A10P",
+            "TAAR1",
+            "OR52E2",
+            "TSFM",
+            "ABCB4",
+            "SNORA29",
+            "C1QTNF9B",
+            "KRT40",
+            "IFNA16",
+            "TXNRD1",
+            "SNORA16A",
+            "ZNF705A",
+            "HPR",
+            "CCDC27",
+            "TRIM67",
+            "RPL36A",
+            "STAB2",
+            "C16orf78",
+            "HIGD2B",
+            "FAM162A",
+            "ELSPBP1",
+            "MTRES1",
+            "APOBEC3B",
+            "NGF",
+            "SEMG1",
+            "IL4",
+            "KLF17",
+            "C1orf216",
+            "OR6W1P",
+            "FOXB1",
+            "HYAL6P",
+            "LEUTX",
+            "OR8S1",
+            "RNF126P1",
+            "SNORA36A",
+            "SNORA11D",
+            "RLN2",
+            "ZNF195",
+            "TAS2R3",
+            "CYSLTR1",
+            "N4BP1",
+            "OR56B1",
+            "AKAP4",
+            "NMNAT2",
+            "SLC9A4",
+            "HRH4",
+            "PDC",
+            "LAMB4",
+            "SUPT20HL1",
+            "SNORA68",
+            "GSTTP2",
+            "TMEM196",
+            "OPN1SW",
+            "SOHLH1",
+            "SLC9B1",
+            "ACR",
+            "MCHR1",
+            "PTPN20",
+            "SLC10A1",
+            "EVPLL",
+            "SETD9",
+            "TOB1",
+            "SYNPO2L",
+            "FLJ42393",
+            "FOXB2",
+            "SH2D5",
+            "OR7G2",
+            "OBSL1",
+            "ZNF735",
+            "BRINP3",
+            "DPP10",
+            "LTK",
+            "FBXO16",
+            "FLJ30679",
+            "SEMG2",
+            "KIRREL2",
+            "SNORA12",
+            "FOXP4",
+            "TREML4",
+            "CNTFR",
+            "TMEM163",
+            "IQCF5",
+            "FRMD7",
+            "KRTAP2-4",
+            "NDUFA10",
+            "KRT85",
+            "SNORA11B",
+            "EFS",
+            "FAM86B2",
+            "SP7",
+            "TREH",
+            "SNHG5",
+            "OR6S1",
+            "FFAR2",
+            "MAS1",
+            "WFDC8",
+            "ZNF556",
+            "SUGCT",
+            "TMCO2",
+            "PRR30",
+            "LEFTY1",
+            "FAM167A-AS1",
+            "FERD3L",
+            "ZAR1",
+            "SLC5A7",
+            "SERTM1",
+            "LOC100192426",
+            "CCDC198",
+            "RETREG1",
+            "PRL",
+            "CDR1",
+            "FABP12",
+            "PSG10P",
+            "ADGRA1",
+            "GAGE2E",
+            "CHP2",
+            "OR2J2",
+            "DFFB",
+            "ATG12",
+            "HERC2P4",
+            "KRTAP10-4",
+            "SLC30A10",
+            "NBEA",
+            "OR51Q1",
+            "SCARNA21",
+            "NUP210L",
+            "TMEM126A",
+            "GPAT2",
+            "LRRC37BP1",
+            "LINC00323",
+            "TAL2",
+            "PRLHR",
+            "SERPINA9",
+            "FEZF2",
+            "RXRG",
+            "OR1D2",
+            "FGFR2",
+            "GRIN3A",
+            "OR6C76",
+            "SLC39A8",
+            "MAGEA11",
+            "CCL26",
+            "TECTB",
+            "SOHLH2",
+            "PTER",
+            "ART1",
+            "HOXC4",
+            "CPE",
+            "TMEM114",
+            "GDPD4",
+            "SNORA62",
+            "GML",
+            "SYNDIG1L",
+            "DEFB134",
+            "CSTA",
+            "PCDHGA8",
+            "GOLGA6L1",
+            "SLC6A5",
+            "RAMP3",
+            "TTTY8",
+            "TRIM42",
+            "STOML3",
+            "OR1N2",
+            "GNAS-AS1",
+            "APOC1P1",
+            "GPR52",
+            "RSPH6A",
+            "ACSM4",
+            "OR4D2",
+            "NRG3",
+            "PRDM12",
+            "MMEL1",
+            "JPH1",
+            "IL25",
+            "GCM2",
+            "ZIC3",
+            "ASB17",
+            "ENC1",
+            "FAM138B",
+            "LOC283731",
+            "CNTN4",
+            "FREY1",
+            "OR9I1",
+            "HMHB1",
+            "H2AC1",
+            "RIPK3",
+            "CATSPERZ",
+            "KLK1",
+            "ACTRT1",
+            "PDIA2",
+            "TBX4",
+            "DEFB118",
+            "GALNT17",
+            "FZD3",
+            "HCRTR2",
+            "LINC00479",
+            "SNORA15",
+            "TMEM132D",
+            "SLC35G6",
+            "PKIB",
+            "LONP2",
+            "LINC00029",
+            "KIR2DL3",
+            "SGCZ",
+            "FAM170A",
+            "KRT15",
+            "PRAMEF2",
+            "OR5D16",
+            "SGCE",
+            "SDC4P",
+            "CALY",
+            "AVPR1B",
+            "POLR1HASP",
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+    "cv_performance": {
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+            "f1": 94.88645294819801
+        },
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+            "jaccard": 0.39557175473033873
+        }
+    }
+}

output/regress/Generalized_Anxiety_Disorder/significant_genes_condition_Insomnia.json

@@ -0,0 +1,1326 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "CILP",
+            "MTUS2",
+            "TBX20",
+            "NMNAT2",
+            "TAAR1",
+            "ECHDC3",
+            "PRSS1",
+            "RGPD5",
+            "ZNF471",
+            "OR5T2",
+            "SETD9",
+            "ZNF705A",
+            "TAS2R38",
+            "PAQR9",
+            "LGR6",
+            "TRIM49",
+            "DDI1",
+            "FRMD7",
+            "SPESP1",
+            "LNX1",
+            "CFAP144P1",
+            "SUGCT",
+            "TRIM67",
+            "SEPTIN7P9",
+            "FBXO16",
+            "CEL",
+            "RPA4",
+            "HYAL6P",
+            "KRT40",
+            "SNORA36A",
+            "HOXC4",
+            "PTER",
+            "HBZ",
+            "CT47A11",
+            "LOC283731",
+            "OR10AD1",
+            "PROP1",
+            "PDC",
+            "PPP3R2",
+            "PRR20C",
+            "MMD2",
+            "ZNF735",
+            "MTRES1",
+            "OR4D6",
+            "SNORA11D",
+            "OBSL1",
+            "SHLD2P1",
+            "KRT76",
+            "TREML4",
+            "SNORA16A",
+            "FAM86B2",
+            "STMN2",
+            "SLC22A24",
+            "ANK1",
+            "BCHE",
+            "ASCL3",
+            "SCARNA21",
+            "KRT26",
+            "FAM162A",
+            "GLYATL3",
+            "TMEM114",
+            "SMIM21",
+            "TSFM",
+            "SLC7A5P2",
+            "GPR50",
+            "SNORA68",
+            "CATSPERZ",
+            "FOXD4L5",
+            "FLJ30679",
+            "SYNDIG1L",
+            "DNAH2",
+            "SNORA29",
+            "SEMG1",
+            "OR7G1",
+            "FGFR2",
+            "TAL2",
+            "KRTAP5-2",
+            "ENC1",
+            "OR8S1",
+            "TMEM163",
+            "YBEY",
+            "PCA3",
+            "EFS",
+            "STAB2",
+            "FLJ42393",
+            "BRINP3",
+            "TBATA",
+            "CPE",
+            "DNAH10",
+            "SOHLH1",
+            "PFKM",
+            "SCGB3A2",
+            "ELSPBP1",
+            "OR10Q1",
+            "LINC00113",
+            "MCHR1",
+            "OR8G2P",
+            "OR6W1P",
+            "GALNT17",
+            "FERD3L",
+            "KRTAP4-12",
+            "SNORD115-7",
+            "HCRTR2",
+            "C1orf216",
+            "NUP210L",
+            "MYH7",
+            "HLA-DQA1",
+            "MROH2B",
+            "KRTAP2-4",
+            "GSTTP2",
+            "LINC02914",
+            "RNF126P1",
+            "HPR",
+            "FAM222A",
+            "LAMB4",
+            "GLYATL1",
+            "C16orf78",
+            "GLDN",
+            "SLC25A30",
+            "PRL",
+            "HERC2P4",
+            "STK32A",
+            "KCNK10",
+            "RIPK3",
+            "TAS1R2",
+            "SNORA11B",
+            "FABP12",
+            "LALBA",
+            "TFAMP1",
+            "FOXB2",
+            "KLF17",
+            "CCDC27",
+            "PECR",
+            "SLC5A7",
+            "AKAP4",
+            "OR10A4",
+            "SLC9A4",
+            "TSGA10IP",
+            "OR56B1",
+            "SNORA12",
+            "CRTAC1",
+            "CCL26",
+            "HPYR1",
+            "HMHB1",
+            "TRIM7",
+            "OR3A1",
+            "PSG10P",
+            "EPB41L1",
+            "SLC39A8",
+            "KRTAP10-4",
+            "EVPLL",
+            "TBX4",
+            "HKDC1",
+            "MORN3",
+            "DCAF12L2",
+            "SKIDA1",
+            "TMCO2",
+            "MTAP",
+            "ZNF556",
+            "ZNF285",
+            "CCDC198",
+            "MT1H",
+            "GOLGA8IP",
+            "JPH1",
+            "RGPD6",
+            "SLC10A1",
+            "GNAT1",
+            "MMEL1",
+            "CHP2",
+            "TTTY8",
+            "RPL36A",
+            "RNASE1",
+            "HIGD2B",
+            "WFDC8",
+            "OR7G2",
+            "CPSF4L",
+            "APOBEC3B",
+            "LRRIQ3",
+            "KRT85",
+            "SYK",
+            "SLC6A5",
+            "HMGB4",
+            "SLC22A1",
+            "MBD3L2",
+            "RLN2",
+            "SOAT2",
+            "HCCAT5",
+            "SPAG4",
+            "FEZF2",
+            "FMO3",
+            "BCYRN1",
+            "DBNL",
+            "KRT15",
+            "SH2D5",
+            "IFNA16",
+            "OR6X1",
+            "FAM138B",
+            "DEFA1B",
+            "CASR",
+            "NPS",
+            "TRIM42",
+            "XAGE2",
+            "GML",
+            "LEFTY1",
+            "AMBN",
+            "ST7-OT4",
+            "IL22",
+            "ART1",
+            "PCDHGA8",
+            "GUCY1B2",
+            "NGF",
+            "C12orf56",
+            "OR52B6",
+            "SOHLH2",
+            "SYNPO2L",
+            "LOC392196",
+            "KRTAP27-1",
+            "SLC6A10P",
+            "C1QTNF9B",
+            "SHOC1",
+            "IFNA5",
+            "OR1N2",
+            "POLR1HASP",
+            "ZAR1",
+            "HRH4",
+            "LPCAT3",
+            "PRM3",
+            "EYA4",
+            "IL4",
+            "FRMPD1",
+            "CFAP73",
+            "EDN2",
+            "LINC00652",
+            "MAS1",
+            "PITPNA",
+            "CDCP2",
+            "GRK4",
+            "PIK3CD-AS1",
+            "C12orf71",
+            "POU1F1",
+            "LEUTX",
+            "ACTL7A",
+            "TAS2R3",
+            "GPAT2",
+            "FREY1",
+            "SLC35G6",
+            "PRR27",
+            "ZNF883",
+            "DUSP13A",
+            "OR5D16",
+            "TECTB",
+            "OR1D2",
+            "GPR15",
+            "C11orf40",
+            "SPINK14",
+            "TTN",
+            "OR4C6",
+            "MAGEA11",
+            "OR9G4",
+            "CRYBA4",
+            "FOXB1",
+            "OR5K2",
+            "PAGE2B",
+            "SERPINB11",
+            "EIF3C",
+            "DPPA4",
+            "CCDC83",
+            "SLC34A1",
+            "SNORA62",
+            "TAS2R41",
+            "NXPE1",
+            "NDUFA10",
+            "RPS2P32",
+            "RETNLB",
+            "ZNF439",
+            "GBX1",
+            "SP7",
+            "LIM2",
+            "SLC9B1",
+            "FAM170A",
+            "ASB4",
+            "FAM184A",
+            "GLA",
+            "CREG2",
+            "KEL",
+            "LENEP",
+            "UCP1",
+            "LDHAL6B",
+            "DSPP",
+            "NRG3",
+            "MAGEC1",
+            "SDC4P",
+            "LY6G6F",
+            "LONP2",
+            "NSMCE3",
+            "LRRC37BP1",
+            "PTPN20",
+            "PRSS42P",
+            "SLC26A7",
+            "TMPRSS11BNL",
+            "MXD1",
+            "TXNRD1",
+            "CYP4F12",
+            "RXRG",
+            "PCDH15",
+            "DEFB118",
+            "ZSCAN10",
+            "DNASE2B",
+            "PRR23A",
+            "SPACA4",
+            "GAGE2E",
+            "OPLAH",
+            "FAM9C",
+            "OR2T29",
+            "ARPP21",
+            "DEFB124",
+            "OPN1SW",
+            "OR9I1",
+            "FFAR2",
+            "GRM3",
+            "SMCR5",
+            "OR4K15",
+            "ZNF679",
+            "HEY2",
+            "KRTAP10-7",
+            "ZYG11A",
+            "FN3KRP",
+            "GPR22",
+            "SASH1",
+            "TMPRSS7",
+            "VSTM2A",
+            "C5orf52",
+            "FOXD4L4",
+            "OTUB2",
+            "OR4F15",
+            "SNORA18",
+            "GOSR2",
+            "GP6",
+            "CDHR3",
+            "HMX2",
+            "OR6M1",
+            "CGB2",
+            "SUPT20HL1",
+            "ULBP2",
+            "ENTREP2",
+            "EIF3IP1",
+            "LINC00323",
+            "BAALC",
+            "DPP10",
+            "TRIM6-TRIM34",
+            "PRR23C",
+            "SPDYE3",
+            "HSPA1B",
+            "SLC5A11",
+            "SNORA30",
+            "SNORA2B",
+            "SNORA4",
+            "LTK",
+            "KHDRBS3",
+            "LINC00303",
+            "KCNK4",
+            "OR5H6",
+            "EPCIP-AS1",
+            "TMEM196",
+            "SNORD116-19",
+            "ACTRT1",
+            "PPP3CA",
+            "SNORA16B",
+            "PDIA2",
+            "PPP1R3D",
+            "PSPN",
+            "ABCC6P2",
+            "ALMS1P1",
+            "DRD3",
+            "PSMA8",
+            "APOC1P1",
+            "SCARNA23",
+            "TPPP3",
+            "C22orf42",
+            "GNAS-AS1",
+            "PABPC1L2A",
+            "GPC5",
+            "GKN2",
+            "DEFB109A",
+            "FAM90A1",
+            "OR51B5",
+            "BPIFB6",
+            "OR1J4",
+            "PRSS30P",
+            "TREH",
+            "CLCN1",
+            "ACAD8",
+            "IFNA2",
+            "CACNG5",
+            "SERTM1",
+            "TLE1",
+            "HTR3D",
+            "NOMO3",
+            "FAM167A-AS1",
+            "OR4X2",
+            "OR6S1",
+            "ASB17",
+            "NBEA",
+            "OR2AE1",
+            "IFNA4",
+            "CEACAM20",
+            "GNAT2",
+            "ZNF195",
+            "CAPN14",
+            "KIRREL2",
+            "SNORA15",
+            "BCL2L15",
+            "OR52E2",
+            "ANKRD33",
+            "PWRN2",
+            "C1orf141",
+            "SCARNA20",
+            "HOXA13",
+            "GRB14",
+            "OLFM1",
+            "KRTAP4-8",
+            "RHOXF2B",
+            "ABCG1",
+            "MTVR2",
+            "CDH10",
+            "SPRR4",
+            "OR6F1",
+            "CTSE",
+            "PYY",
+            "NUTM1",
+            "SRGAP1",
+            "CFAP58",
+            "SMN1",
+            "LINC02903"
+        ],
+        "Coefficient": [
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+    "cv_performance": {
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+        },
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+            "jaccard": 0.5232820634223764
+        }
+    }
+}

output/regress/Generalized_Anxiety_Disorder/significant_genes_condition_Liver_cirrhosis.json

@@ -0,0 +1,1116 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ECHDC3",
+            "FAM184A",
+            "STMN2",
+            "JPH1",
+            "SHLD2P1",
+            "IGSF9B",
+            "PDIA2",
+            "TRIM49",
+            "ZBTB25",
+            "OR6M1",
+            "LPCAT3",
+            "IQCF5",
+            "RNF126P1",
+            "THPO",
+            "TAS2R38",
+            "FOXD4L5",
+            "IFNA16",
+            "CCDC27",
+            "TBX20",
+            "PAQR9",
+            "OR8G2P",
+            "IL4",
+            "RPA4",
+            "SMIM21",
+            "KRT26",
+            "SLC6A10P",
+            "ZSCAN10",
+            "OR5T2",
+            "LINC02914",
+            "SLC22A24",
+            "NMNAT2",
+            "PDC",
+            "MAGEA11",
+            "OR7G1",
+            "AKAP4",
+            "GRK4",
+            "UGT1A4",
+            "RGPD5",
+            "CILP",
+            "GLYATL3",
+            "FLJ30679",
+            "ZNF735",
+            "WDR33",
+            "FRMD7",
+            "ASB4",
+            "TAL2",
+            "RXRG",
+            "OR9G4",
+            "KRT40",
+            "LINC00479",
+            "PRSS1",
+            "CCDC60",
+            "CCL26",
+            "SUCLG2",
+            "TTTY2",
+            "PRR20C",
+            "SNORA68",
+            "HBZ",
+            "ASCL3",
+            "SEPTIN7P9",
+            "SNORA11D",
+            "NRG3",
+            "TCERG1L",
+            "DCAF12L2",
+            "GRAPL",
+            "SPESP1",
+            "SLC7A5P2",
+            "MTRES1",
+            "ZNF705A",
+            "HPR",
+            "ACP6",
+            "DPP10",
+            "CASR",
+            "LOC100192426",
+            "OR52B6",
+            "FOXB1",
+            "OR4D6",
+            "SMCR5",
+            "MMD2",
+            "HERC2P4",
+            "EPB41L1",
+            "EIF3IP1",
+            "LEUTX",
+            "MTAP",
+            "DCAF4L2",
+            "NGF",
+            "KLF17",
+            "C12orf71",
+            "HMX2",
+            "MORF4",
+            "FAM138B",
+            "PAGE2B",
+            "ZNF556",
+            "CHP2",
+            "ZNF718",
+            "KRT3",
+            "GLRA1",
+            "POLR1HASP",
+            "WFDC8",
+            "TAF1D",
+            "STK32A",
+            "OR10AD1",
+            "CAPN14",
+            "SLC9A4",
+            "DDI1",
+            "MAGEC1",
+            "CCK",
+            "CPSF4L",
+            "ADH6",
+            "GBX1",
+            "KRTAP5-2",
+            "C11orf40",
+            "DSPP",
+            "SLC2A7",
+            "CFAP73",
+            "MAS1",
+            "GDPD4",
+            "GPR22",
+            "SLC5A11",
+            "KRTAP9-8",
+            "LRRC37BP1",
+            "LGR6",
+            "LYZL4",
+            "NKX2-6",
+            "CFAP144P1",
+            "HEY2",
+            "GNAS-AS1",
+            "YBEY",
+            "FATE1",
+            "NUP210L",
+            "ZIC3",
+            "OR51V1",
+            "LINC02694",
+            "HCRTR2",
+            "C22orf42",
+            "EFS",
+            "BCHE",
+            "ANKRD30BP2",
+            "KRT85",
+            "SCARNA20",
+            "MEP1B",
+            "OR6S1",
+            "LINC02875",
+            "PRR23A",
+            "WFDC2",
+            "SLC6A5",
+            "DCDC2B",
+            "CD200R1L",
+            "SLC10A1",
+            "PRSS42P",
+            "PFKM",
+            "PPP3R2",
+            "SLC13A4",
+            "GPR50",
+            "KRBOX5",
+            "PRR27",
+            "TMEM114",
+            "SLC5A8",
+            "SYNDIG1L",
+            "OLFML2A",
+            "TRIM67",
+            "EVPLL",
+            "PROP1",
+            "INS-IGF2",
+            "CCL25",
+            "PRSS21",
+            "RAB3B",
+            "ELSPBP1",
+            "GALNT8",
+            "PRSS3P2",
+            "ACSM4",
+            "TCHH",
+            "LYZL1",
+            "FAM167A-AS1",
+            "HYAL6P",
+            "MT1H",
+            "HCCAT5",
+            "LONP2",
+            "VENTXP1",
+            "ACCSL",
+            "TAAR1",
+            "LINC00652",
+            "SLC39A8",
+            "DYTN",
+            "PCP4L1",
+            "SLC22A13",
+            "SNORA5C",
+            "ESRRG",
+            "CFAP58",
+            "TMEM14EP",
+            "SLC5A7",
+            "KCNK10",
+            "SNORA29",
+            "CSTL1",
+            "SNORA16A",
+            "SCARNA21",
+            "PCDH15",
+            "LOC283731",
+            "ZNF285",
+            "PCDHA4",
+            "ZNF773",
+            "PEG3-AS1",
+            "ICMT",
+            "ACTL7B",
+            "TTTY8",
+            "GPA33",
+            "FAM90A1",
+            "IL25",
+            "PRM3",
+            "ZNG1B",
+            "OR9I1",
+            "NLRP13",
+            "SNORA36A",
+            "HOXB2",
+            "TAS2R3",
+            "SNORA16B",
+            "OR1D2",
+            "RETNLB",
+            "ARPP21",
+            "PPM1B",
+            "GNRH2",
+            "SNORA19",
+            "PSG10P",
+            "ZNF195",
+            "CPT1C",
+            "STOML3",
+            "SNORA15",
+            "POU1F1",
+            "OR6A2",
+            "GSTTP2",
+            "CPE",
+            "KRTAP12-4",
+            "OR8D4",
+            "SHOC1",
+            "MYMK",
+            "ST7-OT4",
+            "RLN2",
+            "CCDC144NL",
+            "SCARNA5",
+            "OR6W1P",
+            "OR4K2",
+            "EDN2",
+            "HIGD2B",
+            "OR1N2",
+            "GABRR3",
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+            "FRMPD2B",
+            "TBX4",
+            "ALLC",
+            "TTC23",
+            "IQCF6",
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+            "GML",
+            "KRT76",
+            "DEFB124",
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+            "DBP",
+            "LEFTY1",
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+            "LHFPL4",
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+            "SKINT1L",
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+            "CFHR1",
+            "KRTAP1-5",
+            "FERD3L",
+            "LINC02870",
+            "SPMAP1",
+            "GP9",
+            "RIT2",
+            "KRTAP2-4",
+            "LENEP",
+            "SNORA11B",
+            "MYH7",
+            "XAGE2",
+            "PABPC1L2A",
+            "TMEM95",
+            "FREM2",
+            "SPATA31J1",
+            "ST7-AS2",
+            "UBXN8",
+            "GABRQ",
+            "NKAIN3",
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+            "EPCIP-AS1",
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+            "SNORA2B",
+            "CSTA",
+            "ZNG1E",
+            "AACS",
+            "OR5H6",
+            "LINC00596",
+            "CGB2",
+            "KRTAP4-9",
+            "C2orf76",
+            "NXPH3",
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+            "SCARNA23",
+            "CEACAM18",
+            "MS4A12",
+            "FAM74A1",
+            "APOC1P1",
+            "HOXB7",
+            "TTLL6",
+            "NPY",
+            "ANKRD33",
+            "CT55",
+            "CATSPERZ",
+            "KRTAP10-1",
+            "SPTA1",
+            "SEMG1",
+            "GPR15",
+            "LECT2",
+            "CDX4",
+            "DCLK3",
+            "C16orf78",
+            "NXPE2",
+            "CCDC198",
+            "NXPE1",
+            "ADGRF3",
+            "ZNF334",
+            "SLC9B1",
+            "SPOCD1",
+            "HNRNPCL1",
+            "BMP10",
+            "OPLAH",
+            "OR10G4",
+            "C10orf62",
+            "PRAMEF12",
+            "PRR23C",
+            "ANKUB1",
+            "HCG4B",
+            "HOXB6",
+            "NECAB2",
+            "MUC17",
+            "FAM170A",
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+            "VPS4B",
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+            "RIPK3",
+            "MDGA1",
+            "ZNF883",
+            "FLJ42393",
+            "OR1B1",
+            "KIAA1217",
+            "HOXC4"
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+        "Absolute Coefficient": [
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