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p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Age.json

@@ -0,0 +1,63 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "RASD1",
+            "TTTY8B",
+            "MIR1255B1",
+            "LRRC75B",
+            "SERTAD4",
+            "GABRA3",
+            "ZNF141",
+            "ANXA13",
+            "GLYATL1",
+            "HCG4B",
+            "KCNU1",
+            "CEP170",
+            "DNASE1L3"
+        ],
+        "Coefficient": [
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+        "Absolute Coefficient": [
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+    "cv_performance": {
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+            "precision": 86.66666666666666,
+            "recall": 100.0,
+            "f1": 92.64705882352942
+        },
+        "selection": {
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+            "f1": 1.1950947603121516,
+            "jaccard": 0.6066176470588236
+        }
+    }
+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Anxiety_disorder.json

@@ -0,0 +1,57 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "RASD1",
+            "MIR1255B1",
+            "TTTY8B",
+            "GABRA3",
+            "GLYATL1",
+            "ANXA13",
+            "DNASE1L3",
+            "ZNF141",
+            "TEX35",
+            "SERTAD4",
+            "FGF7P6"
+        ],
+        "Coefficient": [
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+        "Absolute Coefficient": [
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+    "cv_performance": {
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+            "precision": 86.66666666666666,
+            "recall": 100.0,
+            "f1": 92.64705882352942
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+        "selection": {
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+            "f1": 1.2030755314337405,
+            "jaccard": 0.6107226107226108
+        }
+    }
+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Bipolar_disorder.json

@@ -0,0 +1,480 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "AMPD1",
+            "ADCY10",
+            "ANXA13",
+            "ADORA1",
+            "AJM1",
+            "CEP170",
+            "APBB2",
+            "AMZ1",
+            "ADH5P4",
+            "AASS",
+            "ALDH1L1",
+            "ACER1",
+            "ABCC6",
+            "TEX35",
+            "ADAMTS14",
+            "ADAM11",
+            "ARRDC3",
+            "CDHR4",
+            "ADGRF2P",
+            "CCL20",
+            "ADH1C",
+            "AGMO",
+            "RASD1",
+            "ACOX2",
+            "AKR1B10",
+            "ARMS2",
+            "C9orf50",
+            "ABCC6P1",
+            "CCDC81",
+            "CCL13",
+            "SNX32",
+            "CPN2",
+            "ACTL6B",
+            "KCNU1",
+            "ABCG8",
+            "AGAP9",
+            "CHRM5",
+            "AHDC1",
+            "C1QTNF12",
+            "PCSK1N",
+            "BCAR4",
+            "ABCA9",
+            "CH25H",
+            "CCDC162P",
+            "AK7",
+            "MIR1255B1",
+            "BBOF1",
+            "ADGRL3",
+            "GET3",
+            "ACSL4",
+            "AMBRA1",
+            "ADRA2C",
+            "DNASE1L3",
+            "ADAMTSL3",
+            "ACSS3",
+            "MIR1243",
+            "SERINC2",
+            "ADCYAP1R1",
+            "BHLHE23",
+            "LOC283683",
+            "EEF1AKMT2",
+            "ICOSLG",
+            "PIWIL2",
+            "GJC3",
+            "C2orf80",
+            "BCL7B",
+            "ADTRP",
+            "ADAMTS4",
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+            "ALKAL1",
+            "FAIM2",
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+            "ACKR1",
+            "PDYN",
+            "NR6A1",
+            "ADAM21",
+            "ATRNL1",
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+            "CYB5R2",
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+            "ARHGAP40",
+            "BACH1",
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+            "C11orf65",
+            "ADAM30",
+            "APLN",
+            "MIR943",
+            "CD5L",
+            "ATXN10",
+            "MIR33A",
+            "SLC26A3",
+            "C4orf51",
+            "ANGPT4",
+            "HCN2",
+            "ADM2",
+            "ACCSL",
+            "CLLU1",
+            "CA5B",
+            "DUX1",
+            "HES5",
+            "AJAP1",
+            "BTN2A3P",
+            "CBARP",
+            "CCDC74A",
+            "RBM39",
+            "GABRA3",
+            "SERTAD4",
+            "ANTXRL",
+            "CCL24",
+            "FBLN2",
+            "SNORD56B",
+            "ARL15",
+            "KRT12",
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+            "BRME1",
+            "B3GALNT2",
+            "ZNF141",
+            "BSPH1",
+            "PPP1R15B",
+            "ALG12",
+            "BDKRB2",
+            "CDH4",
+            "CXCL2",
+            "CDHR1",
+            "DNAH3",
+            "C21orf91",
+            "CITED1",
+            "CEMIP",
+            "GDF7",
+            "ANKLE1",
+            "ARL11",
+            "MIR154",
+            "SPRR2B",
+            "INHBE",
+            "PNLIPRP1",
+            "HACE1",
+            "CCL4",
+            "GALR2",
+            "MROH7-TTC4",
+            "ANKRD27",
+            "BCR",
+            "LOC154761"
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Chronic_kidney_disease.json

@@ -0,0 +1,63 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "RASD1",
+            "MIR1255B1",
+            "TTTY8B",
+            "LRRC75B",
+            "GABRA3",
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+            "ANXA13",
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json

@@ -0,0 +1,54 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "CEP170",
+            "SNX18",
+            "RASD1",
+            "TTTY8B",
+            "GLYATL1",
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Fibromyalgia.json

@@ -0,0 +1,159 @@
+{
+    "significant_genes": {
+        "Variable": [
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+            "OR1L4",
+            "TTTY8B",
+            "LRRC75B",
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Gender.json

@@ -0,0 +1,57 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "RASD1",
+            "GLYATL1",
+            "GABRA3",
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Hypertension.json

@@ -0,0 +1,63 @@
+{
+    "significant_genes": {
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+            "TTTY8B",
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Insomnia.json

@@ -0,0 +1,63 @@
+{
+    "significant_genes": {
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Liver_cirrhosis.json

@@ -0,0 +1,60 @@
+{
+    "significant_genes": {
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Migraine.json

@@ -0,0 +1,204 @@
+{
+    "significant_genes": {
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_None.json

@@ -0,0 +1,63 @@
+{
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p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Obesity.json

@@ -0,0 +1,57 @@
+{
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Obsessive-Compulsive_Disorder.json

@@ -0,0 +1,162 @@
+{
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p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Osteoarthritis.json

@@ -0,0 +1,72 @@
+{
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Post-Traumatic_Stress_Disorder.json

@@ -0,0 +1,60 @@
+{
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p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Prostate_Cancer.json

@@ -0,0 +1,57 @@
+{
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p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Sickle_Cell_Anemia.json

@@ -0,0 +1,66 @@
+{
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+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Stroke.json

@@ -0,0 +1,66 @@
+{
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+        "prediction": {
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+            "precision": 86.66666666666666,
+            "recall": 100.0,
+            "f1": 92.64705882352942
+        },
+        "selection": {
+            "precision": 2.3333333333333335,
+            "recall": 0.7692307692307693,
+            "f1": 1.1525704809286899,
+            "jaccard": 0.5847204438753735
+        }
+    }
+}

p3/regress/Obstructive_sleep_apnea/significant_genes_condition_Substance_Use_Disorder.json

@@ -0,0 +1,63 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "RASD1",
+            "MIR1255B1",
+            "TTTY8B",
+            "LRRC75B",
+            "ZNF141",
+            "GABRA3",
+            "SNX18",
+            "SERTAD4",
+            "GLYATL1",
+            "CEP170",
+            "DNASE1L3",
+            "ANXA13",
+            "HCG4B"
+        ],
+        "Coefficient": [
+            -0.043932197021162356,
+            -0.029598184108883194,
+            0.027625352222313226,
+            -0.023312269367899572,
+            0.019899898810919026,
+            -0.018896252873438473,
+            -0.010286252569093986,
+            -0.00948935899278778,
+            -0.00723230903728067,
+            -0.006174270800976582,
+            -0.006161343141934171,
+            -0.004624319462195122,
+            -0.0018457817605850857
+        ],
+        "Absolute Coefficient": [
+            0.043932197021162356,
+            0.029598184108883194,
+            0.027625352222313226,
+            0.023312269367899572,
+            0.019899898810919026,
+            0.018896252873438473,
+            0.010286252569093986,
+            0.00948935899278778,
+            0.00723230903728067,
+            0.006174270800976582,
+            0.006161343141934171,
+            0.004624319462195122,
+            0.0018457817605850857
+        ]
+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 86.66666666666666,
+            "precision": 86.66666666666666,
+            "recall": 100.0,
+            "f1": 92.64705882352942
+        },
+        "selection": {
+            "precision": 2.287581699346405,
+            "recall": 0.7692307692307693,
+            "f1": 1.1511387163561078,
+            "jaccard": 0.5839727195225917
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Age.json

@@ -0,0 +1,1845 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "AASDH",
+            "AARS2",
+            "ABCC10",
+            "AATK",
+            "ABCC5",
+            "ARHGAP15",
+            "AHR",
+            "AATF",
+            "ADAR",
+            "ABCB1",
+            "ACSF3",
+            "ALS2",
+            "ACP2",
+            "ACTA2",
+            "ACACB",
+            "AKIP1",
+            "ABCB10",
+            "AAMP",
+            "ALOX5",
+            "ABI1",
+            "ACAD10",
+            "ADGRE1",
+            "AHSA1",
+            "ABI2",
+            "ACSL3",
+            "ARHGEF2",
+            "ALOX5AP",
+            "ACOT4",
+            "ACY1",
+            "ACTR1B",
+            "ARHGAP19",
+            "ACCS",
+            "AACS",
+            "AGRN",
+            "ABCF3",
+            "ABHD17C",
+            "ADCK1",
+            "ALX1",
+            "APPL2",
+            "ARMC5",
+            "ANKRD33",
+            "ABTB3",
+            "ADPRS",
+            "APOBEC3F",
+            "BNIP1",
+            "ATF2",
+            "ARFIP1",
+            "ARRDC5",
+            "ABCE1",
+            "ANKRD26",
+            "ABHD6",
+            "ARHGEF7",
+            "ABHD8",
+            "AGPAT5",
+            "AMY2A",
+            "AGGF1",
+            "BRD4",
+            "ATL2",
+            "ATP10A",
+            "ACYP1",
+            "ASB3",
+            "ABITRAM",
+            "ANKIB1",
+            "ALMS1",
+            "ABHD12",
+            "AFG2B",
+            "APOBEC3H",
+            "ANKRD40",
+            "AHCY",
+            "AGPAT2",
+            "ALB",
+            "ABCF2",
+            "AKAP10",
+            "ACOX1",
+            "ADCY9",
+            "AGL",
+            "ALDH5A1",
+            "C11orf68",
+            "ACOT8",
+            "ABCA1",
+            "ABCF1",
+            "CARNS1",
+            "ARL17B",
+            "APLP2",
+            "ADCK2",
+            "BET1L",
+            "MAN1A2",
+            "ABHD14B",
+            "APPL1",
+            "ATG10",
+            "CBX4",
+            "CHCHD3",
+            "ASPSCR1",
+            "C16orf86",
+            "ALKBH2",
+            "AEN",
+            "ANKRD13A",
+            "CEP104",
+            "ANAPC4",
+            "CFAP97",
+            "ALKBH4",
+            "ASXL1",
+            "ADAM8",
+            "ANKRD16",
+            "ICE2",
+            "AP1AR",
+            "AAR2",
+            "ABCA3",
+            "C1orf115",
+            "ARID2",
+            "ARL15",
+            "AP3S1",
+            "ANTXR2",
+            "AK5",
+            "ACADSB",
+            "AHSA2P",
+            "ANKAR",
+            "ARF3",
+            "GBP2",
+            "EGOT",
+            "ADRA2B",
+            "COMMD1",
+            "BTRC",
+            "AGO1",
+            "TOMM34",
+            "ANKS1A",
+            "CERS5",
+            "RBM11",
+            "INPP4B",
+            "ATAD2B",
+            "AKIRIN2",
+            "CMC1",
+            "DDX31",
+            "ABCA2",
+            "SNHG8",
+            "ARMC1",
+            "AGMAT",
+            "ATG4D",
+            "ADIPOR2",
+            "AP2A1",
+            "BLOC1S2",
+            "EEF1A1",
+            "ANO8",
+            "COX5A",
+            "ACLY",
+            "AAMDC",
+            "ATF6",
+            "ARSG",
+            "BOK",
+            "B3GNT2",
+            "ATAD5",
+            "RPS14",
+            "C11orf54",
+            "ARHGAP33",
+            "ANKRD10",
+            "CBR3",
+            "ABRACL",
+            "ATP1B1",
+            "CCDC88B",
+            "ADH5",
+            "BTBD3",
+            "ARPC5",
+            "CALCOCO1",
+            "ELAPOR2",
+            "CBY1",
+            "IL18R1",
+            "ACSL1",
+            "C5orf22",
+            "ANKZF1",
+            "AGPAT1",
+            "GBF1",
+            "BPNT2",
+            "CTNNBIP1",
+            "ACOX3",
+            "ATP5IF1",
+            "ACTR8",
+            "CDC123",
+            "ANKFY1",
+            "ERF",
+            "CAND1",
+            "CLYBL",
+            "CCNA2",
+            "DOP1A",
+            "ARF5",
+            "BMS1",
+            "CMC2",
+            "AMIGO1",
+            "ACYP2",
+            "CCDC146",
+            "GRB10",
+            "AP1G1",
+            "ADCY3",
+            "BOLA3",
+            "PPBP",
+            "C14orf132",
+            "UTP15",
+            "MMAB",
+            "AGAP6",
+            "ADCY10",
+            "AMY1A",
+            "DCUN1D3",
+            "RPL17",
+            "CCN2",
+            "HSD17B12",
+            "CYB5R3",
+            "AGPS",
+            "DYRK4",
+            "ARMT1",
+            "TEN1-CDK3",
+            "CALU",
+            "ATG7",
+            "FBXO4",
+            "ATP5ME",
+            "ADK",
+            "KANK1",
+            "KBTBD11",
+            "EPB41L4A",
+            "DDOST",
+            "CCT6B",
+            "BRK1",
+            "AQR",
+            "CUL2",
+            "CASP4",
+            "ABT1",
+            "BTG2",
+            "ARB2A",
+            "ANKRD35",
+            "BRF1",
+            "ARPC4",
+            "ADNP2",
+            "MOS",
+            "ADGRE2",
+            "MAPK7",
+            "ASCC2",
+            "BRD10",
+            "CTNNBL1",
+            "ABHD5",
+            "C2orf68",
+            "FAM24B",
+            "ANO6",
+            "CHMP2B",
+            "AMOTL2",
+            "CORO2A",
+            "DDT",
+            "MACO1",
+            "C17orf67",
+            "C17orf58",
+            "CRYBB2",
+            "GLS",
+            "CEP152",
+            "CCNB2",
+            "ABHD18",
+            "ANKRD6",
+            "ADGRL1",
+            "AHCYL1",
+            "ANXA11",
+            "CCNB1IP1",
+            "ACAT1",
+            "CRHR1",
+            "ATP23",
+            "ATL1",
+            "AMD1",
+            "ALG3",
+            "JAZF1",
+            "BLVRA",
+            "ARHGAP21",
+            "ABI3",
+            "ABHD16A",
+            "AMDHD2",
+            "ARID5A",
+            "CIC",
+            "JUNB",
+            "ADRB2",
+            "CPTP",
+            "COASY",
+            "C9orf85",
+            "CHMP6",
+            "ATG4C",
+            "ARPC2",
+            "ANKRD9",
+            "NAPB",
+            "NDUFB8",
+            "CBX7",
+            "NUDT18",
+            "DDX17",
+            "GTSF1",
+            "ARHGEF10",
+            "AGA",
+            "ELOVL1",
+            "AKR1B1",
+            "FBXW8",
+            "FARP2",
+            "CDR2",
+            "CALCOCO2",
+            "DUSP6",
+            "CLRN1",
+            "MC1R",
+            "SOS1",
+            "MYO19",
+            "ADISSP",
+            "FHL3",
+            "BLTP3A",
+            "ANKMY2",
+            "BRSK1",
+            "ERAP1",
+            "DHRS11",
+            "ATL3",
+            "DOHH",
+            "AP3B1",
+            "C1orf198",
+            "IFI27L1",
+            "AP3M1",
+            "CARMIL1",
+            "MAP3K10",
+            "ATP6V0A2",
+            "ATP2A3",
+            "CHI3L2",
+            "B3GAT3",
+            "BRPF1",
+            "ANAPC5",
+            "RMND5A",
+            "AHCTF1",
+            "TRUB2",
+            "ALG8",
+            "NUDT2",
+            "RPL38",
+            "COPS6",
+            "C8orf58",
+            "CCDC51",
+            "GSR",
+            "PDPR",
+            "DYNC2H1",
+            "FAAP20",
+            "NOMO2",
+            "NTAN1",
+            "ARMH3",
+            "GNL1",
+            "EHMT2",
+            "AMMECR1L",
+            "CDPF1",
+            "MIR373",
+            "CA11",
+            "CXXC5",
+            "ABRAXAS2",
+            "EVI5L",
+            "CTTN",
+            "IKZF3",
+            "EIF4E3",
+            "CTSK",
+            "MRPL18",
+            "AGAP3",
+            "ATP6V1G1",
+            "LIN7B",
+            "ARMC7",
+            "ELP1",
+            "COG3",
+            "ARAP1",
+            "ATF6B",
+            "BARD1",
+            "CWC25",
+            "ATP2B4",
+            "COX8A",
+            "STRADA",
+            "IL5RA",
+            "CDC42SE2",
+            "ARHGDIB",
+            "LRRC37A4P",
+            "MOB1B",
+            "CEP15",
+            "ANKRD20A1",
+            "FAM50B",
+            "CES1",
+            "PLLP",
+            "PBRM1",
+            "JMJD7",
+            "BRI3",
+            "AKAP8L",
+            "COA4",
+            "ARMC6",
+            "ELAC2",
+            "GTF2H2B",
+            "BCLAF1",
+            "PLXNA4",
+            "BAG4",
+            "ANKRD12",
+            "KRT72",
+            "ATP11B",
+            "ATAD1",
+            "ARPC5L",
+            "LRRC41",
+            "CASP8",
+            "ARIH2OS",
+            "ACTB",
+            "KYAT1",
+            "ARL8B",
+            "CSNK2B",
+            "APRT",
+            "ACAP1",
+            "CNOT3",
+            "SRP9",
+            "AKT3",
+            "CDC42EP4",
+            "ACVR1",
+            "CCDC50",
+            "EFR3B",
+            "ACADM",
+            "ATP2A2",
+            "CD6",
+            "FCSK",
+            "HABP4",
+            "ANAPC16",
+            "CDH23",
+            "ACAP2",
+            "MED13",
+            "RPL19",
+            "CHD4",
+            "APAF1",
+            "RPS28",
+            "CENPW",
+            "PDCD5",
+            "FLJ42627",
+            "CALN1",
+            "LDLR",
+            "MSANTD3",
+            "ABHD17AP1",
+            "BCKDHA",
+            "CCDC167",
+            "ANKRD11",
+            "APBB1IP",
+            "ATP6V0A1",
+            "SERF1B",
+            "EID2",
+            "ERP27",
+            "PRELID3B",
+            "GLE1",
+            "ADORA2A",
+            "CHLSN",
+            "MAP10",
+            "ARRDC2",
+            "N4BP2",
+            "DNAJC9",
+            "GALT",
+            "HAX1",
+            "CCDC138",
+            "HOXA6",
+            "CCDC66",
+            "FDFT1",
+            "CAPN5",
+            "AP5Z1",
+            "TCEANC2",
+            "CYTH1",
+            "IDNK",
+            "ADAM19",
+            "C16orf74",
+            "CTDNEP1",
+            "BRD3OS",
+            "LYZ",
+            "ANAPC11",
+            "FIP1L1",
+            "CENPL",
+            "CTBP1",
+            "BIN3",
+            "OR9A4",
+            "ECI1",
+            "CPEB3",
+            "RHOG",
+            "DOLK",
+            "BAG5",
+            "CEACAM21",
+            "DTD1",
+            "RDH10",
+            "TWF1",
+            "RAB1B",
+            "AKAP7",
+            "ACKR3",
+            "PEX7",
+            "CD47",
+            "CD37",
+            "C1GALT1",
+            "ACAA2",
+            "RPL26L1",
+            "GXYLT1",
+            "ITCH",
+            "PMM1",
+            "DAPP1",
+            "COQ8A",
+            "DVL3",
+            "BCL9L",
+            "FLYWCH2",
+            "TRIB3",
+            "LILRB3",
+            "NTPCR",
+            "CKS2",
+            "CDCA5",
+            "BUD13",
+            "HOXC13",
+            "ARK2N",
+            "STX17",
+            "CCDC127",
+            "ABCG1",
+            "RPS10",
+            "ANKRD27",
+            "CEP63",
+            "ASTE1",
+            "CCNG2",
+            "DEPDC5",
+            "SIPA1L1",
+            "TLE4",
+            "ITGA4",
+            "CCDC15",
+            "BTBD10",
+            "H2AC6",
+            "EPB41L2",
+            "GGPS1",
+            "GLCCI1",
+            "FNIP2",
+            "GNL2",
+            "FAM219A",
+            "LRRN3",
+            "IER3",
+            "PIM3",
+            "BCKDHB",
+            "KCNK4",
+            "ATP5PB",
+            "CCDC117",
+            "CERS2",
+            "ASB8",
+            "RNF141",
+            "AKR1A1",
+            "CHD3",
+            "BHLHE40",
+            "MARK2",
+            "DNAJB12",
+            "DAPK3",
+            "CCDC136",
+            "ACTN1",
+            "BCL10",
+            "INPP4A",
+            "ANKMY1",
+            "RBM22",
+            "COX11",
+            "ENO3",
+            "KLRF1",
+            "RNASEK",
+            "DCBLD2",
+            "BTG1",
+            "NOSIP",
+            "DHTKD1",
+            "B3GLCT",
+            "EEF1AKMT1",
+            "CAP1",
+            "LRRC8C",
+            "CDK6",
+            "C19orf38",
+            "MIF4GD",
+            "BAD",
+            "BOLA1",
+            "DHPS",
+            "MZT1",
+            "BRD2",
+            "PFKM",
+            "EPC2",
+            "F5",
+            "RER1",
+            "CAPN15",
+            "C11orf58",
+            "TMEM65",
+            "ALKBH5",
+            "EEPD1",
+            "RPS17",
+            "GSTM1",
+            "ALDH3A2",
+            "LRRC57",
+            "RAVER2",
+            "GRM2",
+            "ASF1A",
+            "ERAP2",
+            "RBM23",
+            "TSR1",
+            "NMT2",
+            "KCNK12",
+            "ATP2C1",
+            "OXR1",
+            "PGAP3",
+            "GIGYF2",
+            "HBA1",
+            "CARS2",
+            "KPNA1",
+            "GON7",
+            "FNDC3B",
+            "CASC3",
+            "COPS4",
+            "NDUFV3",
+            "INTS11",
+            "JMJD6",
+            "ITGAV",
+            "SFXN4",
+            "BTN3A2",
+            "DRG1",
+            "CCNDBP1",
+            "MAFG",
+            "RNF175",
+            "OR2A42",
+            "TRAF3",
+            "PIGP",
+            "DNAJC30",
+            "BID"
+        ],
+        "Coefficient": [
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+            8.652094218301997e-06,
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+            7.750866750983107e-06,
+            7.616927954099226e-06,
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+            5.549515736422314e-06,
+            4.264273789243825e-06,
+            3.6876388043154607e-06,
+            3.236620089568211e-06,
+            3.015395544605276e-06,
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+            2.5457318552260583e-06,
+            2.3065509459340206e-06,
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+            2.1747718014208373e-06,
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+            1.7696895950771529e-06,
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+            5.094865322208525e-07,
+            1.115777465968029e-07,
+            2.576586099833824e-08,
+            2.5200094845210206e-09
+        ]
+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 92.0,
+            "precision": 0.0,
+            "recall": 0.0,
+            "f1": 0.0
+        },
+        "selection": {
+            "precision": 0.7888580100636,
+            "recall": 6.268656716417911,
+            "f1": 1.4012093345889902,
+            "jaccard": 0.7058376342695671
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Arrhythmia.json

@@ -0,0 +1,2745 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "AAMDC",
+            "ABCA2",
+            "AADAT",
+            "ABCA8",
+            "AACS",
+            "A2M-AS1",
+            "ACBD5",
+            "AAGAB",
+            "ABHD5",
+            "ACP6",
+            "ABCA1",
+            "ABHD15",
+            "A2M",
+            "AASDH",
+            "ACO1",
+            "ABHD17B",
+            "AASS",
+            "ABI2",
+            "ADAM17",
+            "ACYP1",
+            "ACIN1",
+            "AARS1",
+            "ABHD11",
+            "ABHD10",
+            "ACBD3",
+            "AASDHPPT",
+            "ABHD14B",
+            "AAK1",
+            "ABHD6",
+            "ACAD11",
+            "ABHD2",
+            "ADAM23",
+            "ADAM10",
+            "ABCC3",
+            "AGTPBP1",
+            "A1BG-AS1",
+            "ABCB7",
+            "ACYP2",
+            "ADPRM",
+            "ACP2",
+            "ACP1",
+            "ACVR1",
+            "AMFR",
+            "ABCC4",
+            "ABCE1",
+            "ABHD17C",
+            "AGBL5",
+            "A4GALT",
+            "ABRAXAS1",
+            "ABI1",
+            "AFP",
+            "ACOT13",
+            "ABCB6",
+            "ACTR5",
+            "ABHD12",
+            "ABCB10",
+            "ADAMTS10",
+            "AARS2",
+            "AGRN",
+            "ACTG1P4",
+            "APOLD1",
+            "ACAN",
+            "ABCA3",
+            "AGPAT4",
+            "ACE",
+            "ADPRS",
+            "ABLIM3",
+            "ABCA6",
+            "ABHD4",
+            "ADAMTSL3",
+            "ACADSB",
+            "ABCF2",
+            "ABHD14A",
+            "ABCF1",
+            "ACY1",
+            "AP1S3",
+            "ACO2",
+            "ACSL5",
+            "ABTB3",
+            "ACSS3",
+            "AFAP1L2",
+            "ADAM33",
+            "ADA",
+            "ABCC1",
+            "ADARB1",
+            "CHMP6",
+            "ADTRP",
+            "AFTPH",
+            "ADAT1",
+            "AAR2",
+            "ADI1",
+            "ACTL6A",
+            "ADH1C",
+            "AGT",
+            "ABHD16A",
+            "APOBEC3F",
+            "ANKFY1",
+            "AAAS",
+            "CYP17A1",
+            "A1BG",
+            "AMN1",
+            "ABHD18",
+            "ABCC5",
+            "BLOC1S5",
+            "ADAMTS16",
+            "AGPAT5",
+            "ANAPC7",
+            "AATF",
+            "ADCY2",
+            "AHCTF1",
+            "ABCA5",
+            "ABCB4",
+            "ABHD3",
+            "ACCS",
+            "ADCY7",
+            "B3GALT4",
+            "CENPBD1P",
+            "AHCYL1",
+            "AFAP1",
+            "ANKRD36B",
+            "ACTG2",
+            "ATP6",
+            "ADAMTS2",
+            "BCL7B",
+            "AFDN",
+            "ACTR1B",
+            "ALKBH1",
+            "ADH1B",
+            "ARL2BP",
+            "ABL2",
+            "ANKRD54",
+            "ABRACL",
+            "ABCC10",
+            "ALDH5A1",
+            "C8orf33",
+            "AP1G2",
+            "ACAD10",
+            "ABCC2",
+            "ADIPOR1",
+            "ADRA2A",
+            "AHCYL2",
+            "ANO8",
+            "ACSS1",
+            "ALDOC",
+            "ALG5",
+            "ADAR",
+            "BANP",
+            "DAZAP2",
+            "ANXA1",
+            "ATF6B",
+            "ANGEL1",
+            "ABHD13",
+            "AFG2B",
+            "BNIP2",
+            "AIMP1",
+            "APEH",
+            "C10orf95-AS1",
+            "HMGCS1",
+            "ACTR1A",
+            "ACTRT3",
+            "CEP135",
+            "ARNT2",
+            "ARSJ",
+            "CCDC32",
+            "ALG11",
+            "ALPL",
+            "AKAP12",
+            "ACSL1",
+            "ARPC1A",
+            "BIRC2",
+            "ARID5A",
+            "DEPDC5",
+            "ATP13A1",
+            "ANGPT1",
+            "CAMK1",
+            "AMPD2",
+            "AKR1A1",
+            "ARHGAP5",
+            "BCKDHB",
+            "ADCK2",
+            "ADGRL2",
+            "ANGPTL7",
+            "AP1G1",
+            "AMBRA1",
+            "AP3S1",
+            "ECH1",
+            "ATL2",
+            "CIART",
+            "ADIRF-AS1",
+            "ADH7",
+            "ALG13",
+            "AGGF1",
+            "ADAP1",
+            "AKAP7",
+            "ADIPOR2",
+            "AKIRIN2",
+            "BBLN",
+            "ACTR2",
+            "C2",
+            "ANAPC15",
+            "MIS12",
+            "ACKR4",
+            "ADK",
+            "C4A",
+            "AGMAT",
+            "ATP5ME",
+            "APOOL",
+            "AK5",
+            "AKT1S1",
+            "ANLN",
+            "CCDC106",
+            "ATOSB",
+            "ALG2",
+            "ARID5B",
+            "ATF5",
+            "CSK",
+            "CWF19L1",
+            "AP3B1",
+            "ARF3",
+            "FANK1",
+            "ATXN2L",
+            "DEPDC7",
+            "HSPBP1",
+            "ARMC7",
+            "ADAMTS12",
+            "C1orf174",
+            "ACSL4",
+            "ASPN",
+            "ATXN7L3B",
+            "AGAP10P",
+            "HOXA9",
+            "ALDH9A1",
+            "AK1",
+            "BLTP2",
+            "ARL4A",
+            "CD59",
+            "ACTR8",
+            "ACTR10",
+            "ALDOA",
+            "ADPGK",
+            "APC",
+            "AP1B1",
+            "ATP5IF1",
+            "AGFG2",
+            "AKAP1",
+            "ACVR1B",
+            "ADD1",
+            "AKAP17A",
+            "C5AR1",
+            "ENTPD1-AS1",
+            "ACOT7",
+            "ANKRD9",
+            "BBS12",
+            "HSD17B7",
+            "CHPF2",
+            "ANKH",
+            "ALDH3B1",
+            "CFAP107",
+            "GPR158",
+            "ANKRD6",
+            "AGPS",
+            "ABR",
+            "ALDH7A1",
+            "CPTP",
+            "ANKRD30B",
+            "ANK3",
+            "C5orf34",
+            "CRNKL1",
+            "CX3CR1",
+            "ANKRD33B",
+            "BAHCC1",
+            "CENPK",
+            "ADAMTS1",
+            "DCPS",
+            "AJUBA",
+            "DAGLB",
+            "ANKRD20A5P",
+            "ADGRL1",
+            "AUNIP",
+            "BOD1L1",
+            "CAPZB",
+            "AMY1A",
+            "AR",
+            "AKT2",
+            "ARHGAP17",
+            "ASTN1",
+            "CCL11",
+            "DCAKD",
+            "ANAPC16",
+            "AHNAK",
+            "ALG8",
+            "APBA3",
+            "HSPH1",
+            "ARF5",
+            "C18orf32",
+            "DIS3L2",
+            "BHMT2",
+            "CHPF",
+            "CDK11A",
+            "ANAPC4",
+            "FN3KRP",
+            "DMKN",
+            "GJA3",
+            "CDYL2",
+            "ASTE1",
+            "ARHGEF10",
+            "ATG3",
+            "C8orf48",
+            "HTRA4",
+            "ASB16-AS1",
+            "ARHGEF18",
+            "ARL13B",
+            "ABCD3",
+            "AP4B1",
+            "HMOX2",
+            "BEAN1",
+            "ACTMAP",
+            "ALDH1A2",
+            "AGAP5",
+            "D2HGDH",
+            "ATIC",
+            "PYM1",
+            "MIR6883",
+            "FERMT1",
+            "ARID4B",
+            "EBP",
+            "ADAMTS17",
+            "ADAMTS6",
+            "SRP54",
+            "NSF",
+            "ADSS1",
+            "AKR1B1",
+            "ATOX1",
+            "ARL6",
+            "CEP295",
+            "ATOSA",
+            "BCL9",
+            "AK2",
+            "SLC39A9",
+            "ASPHD2",
+            "ISY1-RAB43",
+            "EYA2",
+            "ASF1B",
+            "AMMECR1",
+            "AMPD3",
+            "ADORA1",
+            "FCF1",
+            "ARL5A",
+            "ATG2A",
+            "CASP10",
+            "CIRBP",
+            "BMPER",
+            "ASAH2B",
+            "APELA",
+            "ANG",
+            "AMZ2",
+            "BRWD1",
+            "AP2S1",
+            "ALKBH2",
+            "AOPEP",
+            "C3orf62",
+            "ARFIP1",
+            "ALDH1B1",
+            "CLCNKB",
+            "CCDC120",
+            "PLCB3",
+            "CC2D2A",
+            "CXCL9",
+            "BCL2L12",
+            "ADGRA2",
+            "AGO2",
+            "MCM8",
+            "ARL4D",
+            "CCNYL1",
+            "ATP5F1C",
+            "FAM120AOS",
+            "ARMCX4",
+            "ATM",
+            "BBIP1",
+            "HGH1",
+            "ARFGEF1",
+            "ANKRD49",
+            "ALCAM",
+            "CANX",
+            "CHUK",
+            "SULT4A1",
+            "ALG10",
+            "ATPAF1",
+            "ADORA2B",
+            "TMEM131",
+            "ODF2L",
+            "ACTN1",
+            "ASB13",
+            "ADRA2C",
+            "ATXN1",
+            "FAM76A",
+            "ATP5PD",
+            "ADAM12",
+            "ANKRD52",
+            "BCAM",
+            "CDR1",
+            "ASNSD1",
+            "BEND3",
+            "ARLN",
+            "SNTB1",
+            "FRMPD4",
+            "CSTF2",
+            "AP3D1",
+            "AEN",
+            "RBMS3-AS3",
+            "ARPC5",
+            "ANGEL2",
+            "BBX",
+            "USPL1",
+            "C19orf12",
+            "ADCY4",
+            "ARHGEF11",
+            "ARAF",
+            "DEPTOR",
+            "VXN",
+            "DGKI",
+            "CEP19",
+            "ATG16L1",
+            "KIAA0586",
+            "BICRAL",
+            "AKIRIN1",
+            "ATXN7L1",
+            "ZNF839",
+            "ACSS2",
+            "CCDC8",
+            "BASP1",
+            "CDCA2",
+            "BDP1",
+            "CDC42EP4",
+            "SPAG5",
+            "AIG1",
+            "B4GAT1",
+            "IRF3",
+            "CBARP",
+            "ABCF3",
+            "PIK3C3",
+            "AP3M1",
+            "ANKRA2",
+            "EML3",
+            "ATG13",
+            "KTI12",
+            "PGF",
+            "SPICE1",
+            "B3GALNT2",
+            "C3orf38",
+            "BMP6",
+            "GTF3C1",
+            "ATG4C",
+            "EML5",
+            "EXO5",
+            "AMMECR1L",
+            "CCDC3",
+            "AZI2",
+            "RASGRF2",
+            "ANAPC11",
+            "ARHGAP28",
+            "ARIH2",
+            "APTX",
+            "FAM161A",
+            "ARHGEF10L",
+            "CASP3",
+            "CBR4",
+            "CHST2",
+            "ANKRD1",
+            "ADSS2",
+            "BTG3",
+            "ACTA2-AS1",
+            "ARSD",
+            "ANXA3",
+            "CHD1L",
+            "AGTRAP",
+            "SLC49A3",
+            "ANAPC5",
+            "ANKRD17",
+            "ANXA11",
+            "ACOX2",
+            "ELOVL5",
+            "APAF1",
+            "IDI1",
+            "ACTA2",
+            "CDC40",
+            "ADA2",
+            "BCAT2",
+            "CEP63",
+            "ARID1A",
+            "MED11",
+            "ABCA9",
+            "AP2M1",
+            "BCORL1",
+            "ANKRD13C",
+            "ATP5PB",
+            "AKNA",
+            "ARHGDIA",
+            "MFHAS1",
+            "ADCY3",
+            "MIR3917",
+            "AGAP1",
+            "COL4A3",
+            "C14orf132",
+            "PAXIP1",
+            "NHLRC2",
+            "ACTC1",
+            "GEMIN8",
+            "BLVRB",
+            "CHST12",
+            "ESS2",
+            "CDKN1A",
+            "DSC2",
+            "CTNNB1",
+            "MMAA",
+            "PEX39",
+            "KRT19",
+            "GPN1",
+            "ACTN4",
+            "TMEM68",
+            "ASB9",
+            "MACO1",
+            "AMIGO2",
+            "ARHGAP21",
+            "AKAP10",
+            "CD2BP2",
+            "BAZ1A",
+            "TSPAN18",
+            "EGR1",
+            "CCDC14",
+            "DBF4",
+            "CEP85L",
+            "BMP2",
+            "ARHGEF12",
+            "FOXP2",
+            "AGAP9",
+            "ADGRG2",
+            "AKT1",
+            "COX2",
+            "CAVIN2",
+            "AHCY",
+            "C12orf75",
+            "LMOD1",
+            "CCDC25",
+            "PTCD2",
+            "CFAP70",
+            "ARHGEF37",
+            "AKTIP",
+            "CENPB",
+            "DDX31",
+            "ALKBH8",
+            "ZNF420",
+            "ATF6",
+            "BPI",
+            "ATP9B",
+            "ADRB2",
+            "R3HDM2",
+            "LMF1",
+            "ANKRD13B",
+            "MIR6831",
+            "ZNF321P",
+            "GALNS",
+            "COPS4",
+            "CEP44",
+            "DCLRE1B",
+            "ACADVL",
+            "PDZK1IP1",
+            "AFG3L2",
+            "APH1B",
+            "SART3",
+            "CEP192",
+            "AFF1",
+            "C1GALT1C1",
+            "CEP70",
+            "PANK1",
+            "CSN1S1",
+            "EIF3J-DT",
+            "ANTXR1",
+            "CLCF1",
+            "ARL17A",
+            "ILF3",
+            "FAM216A",
+            "EXOSC4",
+            "AK6",
+            "FDFT1",
+            "DHRS4",
+            "ERICH1",
+            "ARHGAP42",
+            "CD47",
+            "BRCA1",
+            "BICC1",
+            "CCBE1",
+            "COL5A2",
+            "ELAC1",
+            "EFNB2",
+            "CTSC",
+            "CTBP1",
+            "FBXL3",
+            "AMY2B",
+            "COPA",
+            "IP6K2",
+            "IL18",
+            "AMT",
+            "APRT",
+            "ERGIC3",
+            "MIA",
+            "CELSR3",
+            "ERC1",
+            "ACTR3B",
+            "HOXC11",
+            "CXCL10",
+            "ALDH18A1",
+            "AMOTL1",
+            "ND4",
+            "CMAS",
+            "DDX59",
+            "AKAP13",
+            "C7orf25",
+            "DDR2",
+            "DYNLT2B",
+            "DGKQ",
+            "ASXL2",
+            "ABL1",
+            "CEP112",
+            "ATG101",
+            "AQP3",
+            "CABYR",
+            "RFPL1S",
+            "SPR",
+            "C3orf33",
+            "FBXO8",
+            "AKT3",
+            "CHST10",
+            "FARS2",
+            "MTUS2",
+            "CSKMT",
+            "MECP2",
+            "HOXC8",
+            "ARGLU1",
+            "ASB6",
+            "FKBP15",
+            "ADGRF5",
+            "NHEJ1",
+            "CAPG",
+            "CPEB1",
+            "ARAP2",
+            "PRTG",
+            "ATP7A",
+            "LPIN2",
+            "GNB1L",
+            "EPHB6",
+            "PGM5-AS1",
+            "COPB1",
+            "DEPDC1",
+            "SUSD1",
+            "GYPC",
+            "ATRX",
+            "DANCR",
+            "ANXA6",
+            "CDRT4",
+            "GUSBP1",
+            "GID4",
+            "CD200",
+            "HSD17B12",
+            "ANKRD20A1",
+            "BRPF1",
+            "ACOT9",
+            "STARD9",
+            "DPYSL4",
+            "CGRRF1",
+            "APOD",
+            "ECSIT",
+            "ASCC1",
+            "APEX1",
+            "SLC23A3",
+            "DOHH",
+            "ZCCHC3",
+            "HHIPL2",
+            "AGO4",
+            "CASP6",
+            "ANKZF1",
+            "DENND5A",
+            "METTL16",
+            "CDKL3",
+            "MRPL24",
+            "CCDC85A",
+            "BTN2A2",
+            "RLIM",
+            "CCDC149",
+            "AK9",
+            "CTCF",
+            "BUB1B",
+            "APCDD1L",
+            "HIVEP1",
+            "ATP5PO",
+            "GAA",
+            "POLR2F",
+            "BAIAP2L1",
+            "NMNAT2",
+            "ELFN1",
+            "IGK",
+            "ATG7",
+            "GPBP1L1",
+            "BAG2",
+            "C1QTNF1",
+            "IER5L",
+            "CLTC",
+            "ASB3",
+            "AMER1",
+            "COMP",
+            "DCTN3",
+            "C16orf87",
+            "HOXB-AS3",
+            "CHEK1",
+            "AP4M1",
+            "CPOX",
+            "DVL2",
+            "ADIRF",
+            "BEX1",
+            "MEG8",
+            "AEBP1",
+            "LDOC1",
+            "ANXA2R",
+            "SEMA4D",
+            "ATP5F1E",
+            "EMC10",
+            "YAP1",
+            "ALG9",
+            "AP5Z1",
+            "BOLA1",
+            "FBXO5",
+            "DGKH",
+            "VIRMA",
+            "ATP8B3",
+            "DHX57",
+            "COX7A1",
+            "DIAPH1",
+            "ADPRH",
+            "CCNT2",
+            "BACE1",
+            "AKIP1",
+            "ZNF701",
+            "ACTB",
+            "ATP6V0D1",
+            "KITLG",
+            "FUT1",
+            "ACBD6",
+            "R3HCC1L",
+            "TTR",
+            "DLG5",
+            "CTDSP2",
+            "ADCK1",
+            "ATP6V1G1",
+            "CTU2",
+            "BLTP1",
+            "BRD4",
+            "ALMS1",
+            "POLA1",
+            "CNOT9",
+            "ST8SIA4",
+            "FBXO46",
+            "CRBN",
+            "CNN2",
+            "CCRL2",
+            "ACVRL1",
+            "CASK",
+            "CST4",
+            "DAPL1",
+            "KIFC2",
+            "LRRC47",
+            "ARHGAP31",
+            "NTAQ1",
+            "TIMM8A",
+            "C22orf39",
+            "AREL1",
+            "FGFR3",
+            "CEMIP",
+            "CPED1",
+            "CHML",
+            "ADGRD1",
+            "C2CD2L",
+            "ENDOG",
+            "PFKFB3",
+            "PCDHB2",
+            "CREB1",
+            "LAMTOR2",
+            "CRLS1",
+            "AHSA1",
+            "STXBP1",
+            "MINDY1",
+            "DECR1",
+            "PHF23",
+            "IFI44",
+            "LTBP4",
+            "DNAJC2",
+            "ARMH3",
+            "DCP1B",
+            "RAD17",
+            "ATP1A1-AS1",
+            "CTDSPL",
+            "DNAJA4",
+            "TDRD9",
+            "B3GLCT",
+            "PAGR1",
+            "ASF1A",
+            "RECQL",
+            "ADAMTS3",
+            "COX11",
+            "C16orf95",
+            "ARHGEF26",
+            "ANP32B",
+            "PPCDC",
+            "ATL1",
+            "ALAS1",
+            "BROX",
+            "COX7B",
+            "STAU2",
+            "CORIN",
+            "ANKLE2",
+            "ZNF618",
+            "DCHS1",
+            "ARSA",
+            "DELE1",
+            "CD55",
+            "MTF1",
+            "ZNF790-AS1",
+            "ERI3",
+            "DMAC2L",
+            "AVPI1",
+            "FAR1",
+            "BTF3L4",
+            "DYNC1H1",
+            "WDR53",
+            "TSHR",
+            "ING5",
+            "ACAT2",
+            "HRAS",
+            "BEGAIN",
+            "CPE",
+            "ADAMTSL1",
+            "BEST1",
+            "WRNIP1",
+            "UBXN11",
+            "ADCY6",
+            "C2orf81",
+            "LRR1",
+            "C9orf40",
+            "CTPS2",
+            "NDN",
+            "NCKAP5",
+            "TSPAN14",
+            "SLC39A1",
+            "CLCC1",
+            "NEK3",
+            "NUP188",
+            "FASTKD3",
+            "GOLGA2P7",
+            "BEND7",
+            "FOS",
+            "ANKRD28",
+            "GPR89A",
+            "PIP4K2B",
+            "ASCC2",
+            "C12orf43",
+            "CSRP1",
+            "UFL1",
+            "RAB3A",
+            "DIS3",
+            "DST",
+            "C2CD4B",
+            "FAM118A",
+            "WNT16",
+            "FBN2",
+            "GUSBP4",
+            "BBOF1",
+            "TUSC1",
+            "HERC2",
+            "MAML1",
+            "ALG14",
+            "SIN3A",
+            "NHLRC3",
+            "MTHFD1L",
+            "DAZAP1",
+            "EED",
+            "BLTP3A",
+            "FTO",
+            "DAAM1",
+            "EHD2",
+            "FAT4",
+            "ITPKC",
+            "OXNAD1",
+            "KPNA5",
+            "GNS",
+            "DALRD3",
+            "ELAPOR2",
+            "NBL1",
+            "CNOT6",
+            "COL8A1",
+            "NAPG",
+            "C4B",
+            "CDK11B",
+            "ARL17B",
+            "AMY1B",
+            "DHRS4L2",
+            "ANKRD20A2P",
+            "ANKRD20A3P"
+        ],
+        "Coefficient": [
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+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Atrial_Fibrillation.json

@@ -0,0 +1,843 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ADAM17",
+            "ADAMTS2",
+            "ACBD3",
+            "AQR",
+            "PDCD6",
+            "ADAT1",
+            "ANKRD13C-DT",
+            "ADIRF-AS1",
+            "APOLD1",
+            "ADK",
+            "AMACR",
+            "AGL",
+            "ATP9A",
+            "ABCA2",
+            "C22orf39",
+            "HOXD10",
+            "AS3MT",
+            "BLOC1S5",
+            "FOXL1",
+            "C6orf47",
+            "ARHGEF12",
+            "ARL5A",
+            "AGPS",
+            "ABLIM1",
+            "ATXN7L1",
+            "GOLGA8A",
+            "RFPL1S",
+            "RAB12",
+            "AKAP9",
+            "ANAPC7",
+            "ANKZF1",
+            "MIS12",
+            "GEMIN8",
+            "APC",
+            "CNDP2",
+            "CSK",
+            "ANKRD40",
+            "ATP5PB",
+            "ADPRM",
+            "AJAP1",
+            "AKAP17A",
+            "AGPAT4",
+            "CASP7",
+            "CRNKL1",
+            "DHX57",
+            "ALG5",
+            "ACP6",
+            "RBM4",
+            "ANXA1",
+            "ARHGEF5",
+            "HSPH1",
+            "AP1S1",
+            "DPY19L1",
+            "KCNS3",
+            "VPS26C",
+            "AKAP8",
+            "TRA2B",
+            "BANP",
+            "AGTPBP1",
+            "DEFB1",
+            "COX11",
+            "ALG11",
+            "C16orf46",
+            "FBXO4",
+            "DPYSL4",
+            "CNN3",
+            "ANKRD6",
+            "FOXG1",
+            "AGAP10P",
+            "L1CAM",
+            "CCDC80",
+            "TSPAN8",
+            "FAM193A",
+            "DENND5A",
+            "B3GALT5",
+            "DHX30",
+            "CTTNBP2",
+            "OR7E47P",
+            "ADAMTS1",
+            "HFE",
+            "EML5",
+            "USP18",
+            "FAM89A",
+            "APTX",
+            "AADAT",
+            "ARAP1",
+            "CHMP6",
+            "ANKRD20A1",
+            "CCL11",
+            "ELAC1",
+            "TMEM187",
+            "PRKAA1",
+            "CPD",
+            "ANAPC13",
+            "DCAF1",
+            "CLCN6",
+            "ZNF253",
+            "CCT6B",
+            "H2BC4",
+            "CA2",
+            "RXFP2",
+            "NR2F6",
+            "CENPBD1P",
+            "FKBPL",
+            "MCTP2",
+            "APELA",
+            "WNT16",
+            "AKR7A2",
+            "TPRG1L",
+            "DNAJC18",
+            "ATOX1",
+            "ABCA9",
+            "ADD2",
+            "CMAS",
+            "ABCC4",
+            "NR0B1",
+            "GSTM2",
+            "KLHL26",
+            "CILP2",
+            "AAMDC",
+            "PRELID2",
+            "DMKN",
+            "DYNLRB2",
+            "RABL6",
+            "DIDO1",
+            "ADIPOR1",
+            "F2R",
+            "COL13A1",
+            "CEP192",
+            "BIRC2",
+            "FAM3C",
+            "GSTT1",
+            "AMIGO3",
+            "NR2F2",
+            "PTCHD3P1",
+            "TWSG1",
+            "GUCY1A1",
+            "ARL15",
+            "AP3S1",
+            "AHCYL1",
+            "CNTRL",
+            "ARHGAP11A",
+            "B3GNT7",
+            "ATP6V1E2",
+            "ABHD11",
+            "RBM10",
+            "DAD1",
+            "CFAP70",
+            "CKLF",
+            "ARHGEF28",
+            "PPP2R5D",
+            "BMS1P1",
+            "TMEM120A",
+            "CDO1",
+            "ADAMTS17",
+            "ANKMY2",
+            "H2BC10",
+            "CNNM3",
+            "MSS51",
+            "ARAP2",
+            "FLVCR1-DT",
+            "NPTX2",
+            "AHNAK",
+            "GPR157",
+            "CYP7B1",
+            "POLR3GL",
+            "ABHD5",
+            "KPNA5",
+            "GOLGA5",
+            "KBTBD3",
+            "ABCC10",
+            "CYP39A1",
+            "HDAC8",
+            "RAB30-DT",
+            "ADRA2C",
+            "APBA3",
+            "FOXJ2",
+            "SCAPER",
+            "CCDC120",
+            "TMEM263",
+            "CREM",
+            "FBRSL1",
+            "RNF185",
+            "HMCES",
+            "THNSL2",
+            "ELL3",
+            "HCG4",
+            "BCL9",
+            "GJB2",
+            "DNAAF9",
+            "GTPBP6",
+            "NEFH",
+            "CNPY3",
+            "DLK1",
+            "TSTD2",
+            "TXNDC9",
+            "AP4E1",
+            "SPX",
+            "FAM118A",
+            "SOS2",
+            "PPP2R3C",
+            "PANK1",
+            "ATP5IF1",
+            "AGAP3",
+            "BLTP2",
+            "FAM184B",
+            "MIR3917",
+            "EGR1",
+            "PLEKHO1",
+            "COA8",
+            "AIMP1",
+            "CYP2E1",
+            "ARFGEF3",
+            "CHTF8",
+            "ADH4",
+            "APAF1",
+            "COG4",
+            "TFE3",
+            "GMPS",
+            "IER5L",
+            "SNORD35B",
+            "MAK",
+            "DBI",
+            "BRAF",
+            "NOTCH1",
+            "NOP9",
+            "ARMC10",
+            "ERMAP",
+            "EEF1AKMT3",
+            "ZNF101",
+            "CEPT1",
+            "ASAH1",
+            "APEH",
+            "PHKG2",
+            "DENND6A",
+            "BBS10",
+            "ASH1L-AS1",
+            "C3orf33",
+            "ARV1",
+            "NDUFV3",
+            "FECH",
+            "NKX3-2",
+            "COL6A1",
+            "COPG2IT1",
+            "AMZ2P1",
+            "CAPRIN1",
+            "ADCY9",
+            "VANGL2",
+            "ZNF829",
+            "ARL2BP",
+            "CPNE1",
+            "GALNT3",
+            "H3-3A",
+            "C10orf90",
+            "NFKBIZ",
+            "PEX5",
+            "PRDM11",
+            "ADSS1",
+            "ATP6V1E1",
+            "OR7E12P",
+            "SUPT7L",
+            "IPPK",
+            "CREB3L1",
+            "RPS10P2",
+            "FXN",
+            "POLR2J2",
+            "CSGALNACT2",
+            "CCNDBP1",
+            "CD55",
+            "FRZB",
+            "CBLN3",
+            "ZC3H14"
+        ],
+        "Coefficient": [
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+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Bipolar_disorder.json

@@ -0,0 +1,921 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ADAM17",
+            "ARL5A",
+            "ADAMTS2",
+            "AS3MT",
+            "ADIRF-AS1",
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+            "ATXN7L1",
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+            "ALG5",
+            "APOLD1",
+            "CSK",
+            "AP1S1",
+            "AGAP10P",
+            "ANKRD13C-DT",
+            "CD2AP",
+            "ADPRM",
+            "ACP6",
+            "GEMIN8",
+            "FAM193A",
+            "C22orf39",
+            "AGL",
+            "RFPL1S",
+            "AGPS",
+            "BLOC1S5",
+            "AKAP9",
+            "BANP",
+            "ABHD5",
+            "AMACR",
+            "HFE",
+            "ATP9A",
+            "AKAP10",
+            "RAB12",
+            "ATP5PB",
+            "CASP7",
+            "RBM4",
+            "AKAP8",
+            "DPY19L1",
+            "ZNF701",
+            "FOXL1",
+            "VPS26C",
+            "CNDP2",
+            "NR2F2",
+            "ADK",
+            "ARV1",
+            "ANKRD20A1",
+            "BMI1",
+            "ARAP2",
+            "ARHGEF5",
+            "ARL15",
+            "ZNF253",
+            "MIS12",
+            "RBM10",
+            "ERMAP",
+            "ARHGEF18",
+            "HOXD10",
+            "HSPH1",
+            "ADARB1",
+            "AGTPBP1",
+            "ENKD1",
+            "PDCD6",
+            "TMEM263",
+            "CLUAP1",
+            "ATF6",
+            "CREM",
+            "BRCA1",
+            "AJAP1",
+            "C6orf47",
+            "CMAS",
+            "ARHGEF12",
+            "CCDC80",
+            "CRYBB2",
+            "ANKMY2",
+            "ANKRD6",
+            "AP4E1",
+            "B3GALT5",
+            "CKLF-CMTM1",
+            "MALAT1",
+            "KPNA5",
+            "ACTR6",
+            "DPYSL4",
+            "ACO1",
+            "CEP57L1",
+            "SHOX",
+            "BHLHE22",
+            "SLC25A30",
+            "AKAP17A",
+            "DAZAP2",
+            "CCDC8",
+            "ABHD18",
+            "PTCHD3P1",
+            "C16orf46",
+            "ABCA2",
+            "FBXO46",
+            "ANKH",
+            "MIR3917",
+            "ATXN3",
+            "MCTP2",
+            "EML5",
+            "COMMD8",
+            "ATP6V1E2",
+            "APEH",
+            "ATP6V1D",
+            "PDZK1IP1",
+            "CHDH",
+            "DUSP7",
+            "ADNP",
+            "SACM1L",
+            "ANKRD40",
+            "DNAAF9",
+            "GRHL1",
+            "NR2F6",
+            "WDR31",
+            "N6AMT1",
+            "OSCP1",
+            "C6orf62",
+            "CEBPB",
+            "ADD2",
+            "ADAM19",
+            "INMT",
+            "ATP1A1-AS1",
+            "AP3S1",
+            "DIABLO",
+            "COG7",
+            "AFF4",
+            "NPTX2",
+            "KCNS2",
+            "SOS2",
+            "EPB41L1",
+            "MKKS",
+            "CNOT6L",
+            "CCT6B",
+            "GSTT1",
+            "AGPAT3",
+            "SCRG1",
+            "B3GNTL1",
+            "FBXO16",
+            "AGPAT4",
+            "ADGRA2",
+            "H2AC8",
+            "AK9",
+            "FAM89A",
+            "CDO1",
+            "ATOX1",
+            "CHRAC1",
+            "NCBP2",
+            "TRA2B",
+            "ARFRP1",
+            "LRRC37A2",
+            "MID1IP1",
+            "ADAMTS10",
+            "ATP5IF1",
+            "BIRC6",
+            "ANKZF1",
+            "SNORD35B",
+            "TARBP1",
+            "AGO4",
+            "NAB2",
+            "AP3B1",
+            "AGPAT2",
+            "VAMP4",
+            "KRIT1",
+            "ADAM33",
+            "F2R",
+            "MTMR6",
+            "HCG4",
+            "ABLIM1",
+            "GMPS",
+            "BGLAP",
+            "RGP1",
+            "AMIGO1",
+            "BCAP31",
+            "AGAP5",
+            "ANKDD1A",
+            "TMEM120A",
+            "ARL6",
+            "SYVN1",
+            "ANAPC13",
+            "KCNS3",
+            "AK3",
+            "EDNRB",
+            "NPHP1",
+            "EMB",
+            "APTX",
+            "ZNF407",
+            "B3GLCT",
+            "CSGALNACT2",
+            "PHF21A",
+            "MAK",
+            "NHLRC2",
+            "CBLN3",
+            "EEF1AKMT3",
+            "CEP135",
+            "PSPN",
+            "RAB30-DT",
+            "BTRC",
+            "ZNF132",
+            "HUWE1",
+            "TXNDC9",
+            "AGAP9",
+            "DGAT2",
+            "SERP2",
+            "H2BC6",
+            "ARMCX5",
+            "ADIPOR1",
+            "EFHC1",
+            "ADAMTS1",
+            "SLC39A9",
+            "HOXC5",
+            "FBXL3",
+            "CLCN3",
+            "ATP5F1A",
+            "APELA",
+            "CKLF",
+            "ATP2C1",
+            "CDV3",
+            "FAM24B",
+            "C19orf44",
+            "WWOX",
+            "BROX",
+            "MIR6751",
+            "MIX23",
+            "RBMS3-AS3",
+            "TPRG1L",
+            "MARCHF2",
+            "HELZ",
+            "ARHGEF10",
+            "NUP85",
+            "RPS10P2",
+            "EP300",
+            "CUL1",
+            "ADAMTS17",
+            "OR7E47P",
+            "GPR157",
+            "FBXO4",
+            "HOPX",
+            "AGAP1",
+            "ZNF569",
+            "RFX3",
+            "HOXC9",
+            "NOTCH1",
+            "BRIX1",
+            "SGSM3",
+            "DHX36",
+            "KDM4A",
+            "KCNAB1",
+            "PDCD2L",
+            "LGI1",
+            "CXCL14",
+            "C1orf174",
+            "SCAPER",
+            "ASAH1",
+            "RGS12",
+            "FLVCR1-DT",
+            "SLC25A44",
+            "DNAJA4",
+            "FRAS1",
+            "DCAF16",
+            "TNFRSF14",
+            "NCBP2AS2",
+            "CD59",
+            "NBR1",
+            "TMTC3",
+            "AKR1A1",
+            "GTF2H2B",
+            "CANX",
+            "AURKAP1",
+            "AMFR",
+            "ZKSCAN7",
+            "MEG8",
+            "ZC3H14",
+            "H3-3A",
+            "ADD3",
+            "DPYSL3",
+            "TMEM143",
+            "GALNS",
+            "HERC2",
+            "MEG9",
+            "CHMP4B",
+            "RNF185",
+            "MAFIP",
+            "TMEM35A",
+            "EYA1",
+            "DPP9",
+            "DNAJC18",
+            "R3HCC1L",
+            "BNIP2",
+            "PSPH",
+            "BAD",
+            "NDUFV3",
+            "ETV5",
+            "AMIGO3",
+            "NFIC",
+            "AMZ2P1",
+            "DUSP8",
+            "GUCY1A1",
+            "GTPBP6"
+        ],
+        "Coefficient": [
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+        ],
+        "Absolute Coefficient": [
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+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Breast_Cancer.json

@@ -0,0 +1,903 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ACBD3",
+            "ABCB5",
+            "ARL5A",
+            "ADAT1",
+            "ADAMTS2",
+            "ANKRD13C-DT",
+            "ATXN7L1",
+            "ADIRF-AS1",
+            "APC",
+            "AS3MT",
+            "AQR",
+            "CSK",
+            "AKAP9",
+            "ADAM17",
+            "ALG5",
+            "BANP",
+            "AKAP10",
+            "ACP6",
+            "AGAP10P",
+            "APOLD1",
+            "RFPL1S",
+            "FOXL1",
+            "AGPS",
+            "AKAP8",
+            "FAM193A",
+            "BLOC1S5",
+            "C22orf39",
+            "HOXD10",
+            "AGL",
+            "RAB12",
+            "GEMIN8",
+            "ADPRM",
+            "ATP9A",
+            "ZNF701",
+            "CD2AP",
+            "HFE",
+            "ABCA2",
+            "CMAS",
+            "AP1S1",
+            "ATP1A1-AS1",
+            "ZNF253",
+            "C6orf47",
+            "ELAC1",
+            "RBM10",
+            "ARHGEF5",
+            "AJAP1",
+            "VPS26C",
+            "AGTPBP1",
+            "MIS12",
+            "BMI1",
+            "CASP7",
+            "N6AMT1",
+            "ACO1",
+            "MALAT1",
+            "ANKRD6",
+            "RBM4",
+            "ADK",
+            "ATP5PB",
+            "DENND5A",
+            "DPYSL3",
+            "CREM",
+            "DPY19L1",
+            "ADARB1",
+            "EML5",
+            "ARL15",
+            "BHLHE22",
+            "ENKD1",
+            "CCDC8",
+            "ABHD18",
+            "ANAPC7",
+            "PDCD6",
+            "ANKRD20A1",
+            "ACYP1",
+            "NR2F2",
+            "B3GLCT",
+            "AK3",
+            "ADCK1",
+            "CNDP2",
+            "PRDM15",
+            "AP4E1",
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+            "AAMDC",
+            "ARV1",
+            "COMMD8",
+            "B3GALT5",
+            "ARAP2",
+            "ERMAP",
+            "C1orf174",
+            "CIART",
+            "RNPS1",
+            "EEF1AKMT3",
+            "SOS2",
+            "AP3B1",
+            "FAM89A",
+            "AMIGO1",
+            "EPHB6",
+            "ANOS1",
+            "ASH1L-AS1",
+            "ATP5IF1",
+            "APPL1",
+            "ARPC4",
+            "INPP5E",
+            "B3GNTL1",
+            "MCTP2",
+            "ATOX1",
+            "SACM1L",
+            "CRYL1",
+            "SHOX",
+            "CKLF-CMTM1",
+            "PITHD1",
+            "CARINH",
+            "ABHD5",
+            "ATP6V1E2",
+            "AGPAT2",
+            "ATF6",
+            "TRA2B",
+            "AGBL5",
+            "CDO1",
+            "C16orf46",
+            "ABCA8",
+            "ACTR8",
+            "APPBP2",
+            "ARHGAP11A",
+            "FBXO4",
+            "CLUAP1",
+            "CDV3",
+            "ADIPOR1",
+            "DPYSL4",
+            "NPTX2",
+            "ARHGAP28",
+            "CBLN3",
+            "AMIGO3",
+            "SLC25A30",
+            "PDZK1IP1",
+            "SCAPER",
+            "EPB41L1",
+            "MIR6751",
+            "DIABLO",
+            "CCT6B",
+            "RABL6",
+            "NCBP2",
+            "MTMR6",
+            "ANKZF1",
+            "ASB16-AS1",
+            "NAA15",
+            "CHRAC1",
+            "SYVN1",
+            "ANKDD1A",
+            "VAMP4",
+            "ANKRD27",
+            "AGAP5",
+            "GMPS",
+            "KPNA5",
+            "BMS1P1",
+            "CNN3",
+            "CEP57L1",
+            "NR2F6",
+            "AGPAT4",
+            "AGMAT",
+            "MID1IP1",
+            "TPRG1L",
+            "FAF2",
+            "C3orf33",
+            "DNAJC18",
+            "ATXN3",
+            "COL13A1",
+            "FBXL3",
+            "CUL1",
+            "TMEM263",
+            "CHDH",
+            "CRYBB2",
+            "C2",
+            "HUWE1",
+            "BCAP31",
+            "CHMP4B",
+            "C6orf62",
+            "ATP6V1D",
+            "ARHGEF28",
+            "DUSP7",
+            "OR7E47P",
+            "SYT15",
+            "IDI1",
+            "NBEAL1",
+            "MAK",
+            "CNBP",
+            "AHNAK",
+            "DPP9",
+            "HNRNPA1P10",
+            "PEX5",
+            "HELZ",
+            "TRIM45",
+            "NPHP1",
+            "OSCP1",
+            "INTS3",
+            "KCNS3",
+            "CBY1",
+            "HTRA4",
+            "DNAJC19",
+            "MARCHF2",
+            "AGAP9",
+            "ELL3",
+            "MAP4K4",
+            "ARHGAP29",
+            "TXNDC9",
+            "UBXN11",
+            "CTXN1",
+            "NDUFV3",
+            "BCL9",
+            "ZCCHC24",
+            "EMB",
+            "APELA",
+            "ZKSCAN7",
+            "SGSM3",
+            "RPL37A",
+            "CNN1",
+            "RPS10P2",
+            "KRT19",
+            "FBXL14",
+            "NBR1",
+            "RGS4",
+            "USP36",
+            "FBXO16",
+            "ARFRP1",
+            "FAM174B",
+            "AKR1A1",
+            "SNORD35B",
+            "DELE1",
+            "CD59",
+            "ABLIM1",
+            "RASA4CP",
+            "BRINP1",
+            "SLC24A1",
+            "SPATA1",
+            "ANKRD40",
+            "AKR7A2",
+            "LIMCH1",
+            "AHCYL1",
+            "MEG8",
+            "CRNKL1",
+            "DNAAF9",
+            "RNF185",
+            "CKLF",
+            "TBC1D17",
+            "DENR",
+            "EDNRB",
+            "BTRC",
+            "ELFN1",
+            "DUSP8",
+            "ANGEL1",
+            "TMEM143",
+            "SGCA",
+            "NOTCH1",
+            "MKKS",
+            "MORF4L2",
+            "CNOT6",
+            "C9orf72",
+            "MAP4",
+            "REV1",
+            "DLGAP4",
+            "GUCY1A1",
+            "CXCL3",
+            "ADIPOR2",
+            "TMEM35A",
+            "L3MBTL4",
+            "ICAM2",
+            "BIRC6",
+            "AKAP17A",
+            "CEPT1",
+            "ESR1",
+            "ANAPC16",
+            "HTATSF1P2",
+            "BLTP2",
+            "ZC3H14",
+            "NACA4P",
+            "FGF7P6",
+            "EP300",
+            "CNKSR2",
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+            "EIF4H",
+            "ANKRD37",
+            "ARL6",
+            "ADNP",
+            "MAFIP",
+            "EYA1",
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+            "BRIX1",
+            "DHRSX",
+            "SPATA2",
+            "BMPR1A",
+            "DCAF16",
+            "NPTX1",
+            "ING4"
+        ],
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+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_COVID-19.json

@@ -0,0 +1,855 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ARL5A",
+            "ADAMTS2",
+            "ADAT1",
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+            "AGPS",
+            "C22orf39",
+            "ALG5",
+            "AKAP10",
+            "AGL",
+            "CNDP2",
+            "EML5",
+            "AGAP10P",
+            "CASP7",
+            "ACP6",
+            "ATP9A",
+            "ADPRM",
+            "ATP5PB",
+            "CD2AP",
+            "AKAP9",
+            "AKAP8",
+            "BLOC1S5",
+            "CMAS",
+            "AP4E1",
+            "AGTPBP1",
+            "ZNF701",
+            "HFE",
+            "GEMIN8",
+            "RAB12",
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+            "FAM193A",
+            "ARL15",
+            "VPS26C",
+            "ARHGEF5",
+            "RBM10",
+            "PDCD6",
+            "ATF6",
+            "ABCA8",
+            "AJAP1",
+            "MIS12",
+            "CLUAP1",
+            "ANKRD40",
+            "DIABLO",
+            "APTX",
+            "ABCA2",
+            "KPNA5",
+            "DPYSL4",
+            "DPY19L1",
+            "ARV1",
+            "AP3B1",
+            "B3GLCT",
+            "ELAC1",
+            "ADK",
+            "HOXD10",
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+            "C6orf47",
+            "CCDC8",
+            "HNRNPA1P10",
+            "ANKRD20A1",
+            "CDO1",
+            "CCT6B",
+            "ADAM33",
+            "AHNAK",
+            "BMI1",
+            "AGBL5",
+            "RBM4",
+            "MALAT1",
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+            "TMEM263",
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+            "ACO1",
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+            "B3GALT5",
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+            "NPTX2",
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+            "AK9",
+            "AGPAT2",
+            "C6orf62",
+            "ATP23",
+            "ATP5IF1",
+            "ATP6V1E2",
+            "AMIGO1",
+            "ELL3",
+            "MTMR6",
+            "MLLT10",
+            "IDI1",
+            "FBXL14",
+            "SYT15",
+            "HSPH1",
+            "AK3",
+            "ADAR",
+            "ACTR6",
+            "ADARB1",
+            "H2AC8",
+            "CSGALNACT2",
+            "TXNDC9",
+            "BRINP1",
+            "INPP5E",
+            "DPP9",
+            "ELOVL5",
+            "ARFRP1",
+            "ABI1",
+            "RPS10P2",
+            "OR7E47P",
+            "AGAP5",
+            "TRA2B",
+            "CEP57L1",
+            "KCNAB1",
+            "DUSP7",
+            "PDZK1IP1",
+            "CRYBB2",
+            "FAF2",
+            "CHST2",
+            "SPATA2",
+            "AHCTF1",
+            "MEG8",
+            "B3GNTL1",
+            "ATXN3",
+            "ARHGEF28",
+            "COL13A1",
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+            "CD59",
+            "MAP4K4",
+            "APEH",
+            "BCORL1",
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+            "CKLF",
+            "SLC24A1",
+            "ACTR8",
+            "GSTT1",
+            "ABHD5",
+            "BAIAP2",
+            "CUL1",
+            "ALAS1",
+            "VAMP4",
+            "NAA15",
+            "EEF1AKMT3",
+            "ABHD12",
+            "SCAPER",
+            "CENPBD1P",
+            "ANKRD6",
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+            "BIRC6",
+            "ZNF101",
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+            "CEP95",
+            "C19orf44",
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+            "ABLIM1",
+            "FGF7P6",
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+            "FBXL3",
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+            "LRRC37A2",
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+            "EIF4H",
+            "FBXO4",
+            "DENND5A",
+            "CTSO",
+            "APELA",
+            "ZC3H14",
+            "CNOT6L",
+            "COL15A1",
+            "PITHD1",
+            "NBEAL1",
+            "EMB",
+            "SULF1",
+            "HCG4",
+            "HUWE1",
+            "CHMP4B",
+            "NHLRC2",
+            "AKR1A1",
+            "EYA1",
+            "UBXN11",
+            "ING5",
+            "ARPC1A",
+            "COX7C",
+            "ASH1L-AS1",
+            "EPB41L1",
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+            "COL6A3",
+            "C19orf18",
+            "DYNLRB2",
+            "CEBPB",
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+            "ATP5F1A",
+            "ARMCX5",
+            "KCNS3",
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+            "NPHP1",
+            "SNORD35B",
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+            "NOTCH1",
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+            "ANKRD13C",
+            "DELE1",
+            "CANX",
+            "CDV3",
+            "ARRDC3",
+            "MIR6751",
+            "RAB30-DT"
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+        "Absolute Coefficient": [
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+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json

@@ -0,0 +1,906 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ARL5A",
+            "ADAM17",
+            "ANKRD13C-DT",
+            "AQR",
+            "ADAMTS2",
+            "APOLD1",
+            "ATXN7L1",
+            "APC",
+            "ADAT1",
+            "RFPL1S",
+            "AS3MT",
+            "AGPS",
+            "AP1S1",
+            "AGAP10P",
+            "CSK",
+            "ADPRM",
+            "AGL",
+            "C22orf39",
+            "FOXL1",
+            "BLOC1S5",
+            "ALG5",
+            "AKAP10",
+            "CNDP2",
+            "ACP6",
+            "AKAP8",
+            "GEMIN8",
+            "BANP",
+            "CD2AP",
+            "ARL15",
+            "ATP9A",
+            "ADIRF-AS1",
+            "ARHGEF5",
+            "RBM4",
+            "FAM193A",
+            "HFE",
+            "AJAP1",
+            "CCDC8",
+            "ATF6",
+            "CASP7",
+            "RAB12",
+            "ZNF701",
+            "AKAP9",
+            "N6AMT1",
+            "VPS26C",
+            "ANKRD20A1",
+            "AGTPBP1",
+            "AAMDC",
+            "EML5",
+            "MALAT1",
+            "ACO1",
+            "HSPH1",
+            "DPYSL4",
+            "CLUAP1",
+            "ARV1",
+            "ADK",
+            "ATP5PB",
+            "ARHGEF12",
+            "PDCD6",
+            "AGPAT4",
+            "AP4E1",
+            "KPNA5",
+            "ACTR6",
+            "HOXD10",
+            "CMAS",
+            "BRCA1",
+            "AP3B1",
+            "CCT6B",
+            "APELA",
+            "BHLHE22",
+            "COG7",
+            "B3GLCT",
+            "ANKZF1",
+            "NCBP2",
+            "CREM",
+            "ARHGEF18",
+            "AKAP17A",
+            "ZNF253",
+            "ABHD5",
+            "AHNAK",
+            "MCTP2",
+            "DIABLO",
+            "OSCP1",
+            "SPATA2",
+            "ENKD1",
+            "CKLF-CMTM1",
+            "NPTX2",
+            "ATP6V1E2",
+            "ANKRD40",
+            "CBLN3",
+            "ABCA8",
+            "TMEM263",
+            "INPP5E",
+            "FBXO4",
+            "MIS12",
+            "BMI1",
+            "ELOVL5",
+            "AMIGO3",
+            "ERMAP",
+            "ARAP2",
+            "RBM10",
+            "ADAMTS10",
+            "B3GNTL1",
+            "DPY19L1",
+            "RPS10P2",
+            "RGS12",
+            "AASDH",
+            "CRYBB2",
+            "SOS2",
+            "C6orf47",
+            "ALDH6A1",
+            "BAIAP2",
+            "ELL3",
+            "ATP6V1D",
+            "ANKRD27",
+            "DPYSL3",
+            "BTRC",
+            "ATP1A1-AS1",
+            "ATP5IF1",
+            "SYVN1",
+            "AMACR",
+            "COMMD8",
+            "SHOX",
+            "CCDC80",
+            "AKR7A2",
+            "C1orf174",
+            "TMEM120A",
+            "SLC25A30",
+            "GMPS",
+            "SACM1L",
+            "ADCK1",
+            "COL13A1",
+            "CARINH",
+            "ANOS1",
+            "EDNRB",
+            "AGPAT3",
+            "CUL1",
+            "ADAR",
+            "AGAP5",
+            "ALAS1",
+            "PDZK1IP1",
+            "KANK3",
+            "NR2F2",
+            "ARMCX5",
+            "BCL9",
+            "AK3",
+            "AMIGO1",
+            "HNRNPA1P10",
+            "CENPBD1P",
+            "CSGALNACT2",
+            "CEP135",
+            "ATOX1",
+            "CRNKL1",
+            "ELFN1",
+            "ACTR8",
+            "ALG11",
+            "NAB2",
+            "DLGAP4",
+            "CDO1",
+            "EMB",
+            "FBXO46",
+            "ANKDD1A",
+            "GSTT1",
+            "FAM89A",
+            "NR2F6",
+            "FBXO16",
+            "KCNS2",
+            "PITHD1",
+            "TXNDC9",
+            "ACTL6A",
+            "EEF1AKMT3",
+            "CTXN1",
+            "DUSP8",
+            "B3GALT5",
+            "CHST2",
+            "DUSP7",
+            "DYSF",
+            "LIMCH1",
+            "NBEAL1",
+            "EPB41L1",
+            "GALNS",
+            "SLC39A9",
+            "AGPAT2",
+            "AK9",
+            "EIF4H",
+            "AMY1A",
+            "ADNP",
+            "BCAP31",
+            "KRT19",
+            "NDUFA8",
+            "CD59",
+            "TMTC3",
+            "RABL6",
+            "C6orf62",
+            "ATP2C1",
+            "MTMR6",
+            "BAD",
+            "NXF1",
+            "ARHGAP11A",
+            "ARHGAP18",
+            "DNAJC18",
+            "BRINP1",
+            "FBXL3",
+            "MON2",
+            "AGAP9",
+            "MCM3AP",
+            "AK8",
+            "DENND4A",
+            "ATXN3",
+            "SYT15",
+            "CDV3",
+            "FRAS1",
+            "MEG8",
+            "ADIPOR2",
+            "ANAPC7",
+            "CHMP4B",
+            "HUWE1",
+            "WWOX",
+            "CREB3L1",
+            "METTL22",
+            "ATP23",
+            "ELAC1",
+            "CHDH",
+            "CKLF",
+            "C16orf46",
+            "BNIP2",
+            "TMEM143",
+            "NAA15",
+            "CEP95",
+            "BMS1P1",
+            "ZC3H14",
+            "CCNH",
+            "RNF185",
+            "MKKS",
+            "COL15A1",
+            "ADARB1",
+            "TMEM35A",
+            "INMT",
+            "MYOCD",
+            "CNOT6L",
+            "NHEJ1",
+            "DOK3",
+            "TRIM45",
+            "EPHB6",
+            "GTF3C1",
+            "ANGEL1",
+            "APPBP2",
+            "CANX",
+            "BIRC6",
+            "RBMS3-AS3",
+            "NPHP1",
+            "MARCHF2",
+            "METTL21A",
+            "NAT1",
+            "ARFRP1",
+            "CASTOR3P",
+            "SNORD112",
+            "MAK",
+            "DNAAF9",
+            "EFHC1",
+            "AMFR",
+            "SGTB",
+            "ATP5F1A",
+            "SPOPL",
+            "MIR6751",
+            "DBT",
+            "LRRC37A2",
+            "ADD3-AS1",
+            "GPX8",
+            "SNTB1",
+            "SCRG1",
+            "STON1",
+            "ZCCHC3",
+            "ALPL",
+            "FBRSL1",
+            "HGSNAT",
+            "DSCC1",
+            "WDR36",
+            "DPP9",
+            "HTATSF1P2",
+            "CYRIA",
+            "AP3S1",
+            "WNT16",
+            "SLC23A2",
+            "CAMTA1",
+            "EYA1",
+            "SIM2",
+            "SUPT4H1",
+            "COL6A3",
+            "VIRMA",
+            "KIF2A",
+            "RWDD2A",
+            "TMEM187"
+        ],
+        "Coefficient": [
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+        "Absolute Coefficient": [
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+    "cv_performance": {
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+            "recall": 97.5,
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+            "jaccard": 0.5708117099883173
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Coronary_artery_disease.json

@@ -0,0 +1,918 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ADAM17",
+            "ACBD3",
+            "ARL5A",
+            "AQR",
+            "ADAT1",
+            "APC",
+            "ADAMTS2",
+            "ATXN7L1",
+            "AS3MT",
+            "APOLD1",
+            "ANKRD13C-DT",
+            "AKAP10",
+            "ACP6",
+            "FOXL1",
+            "AGL",
+            "AGPS",
+            "CSK",
+            "AKAP9",
+            "AP1S1",
+            "CNDP2",
+            "RFPL1S",
+            "ADIRF-AS1",
+            "C22orf39",
+            "ADK",
+            "AGTPBP1",
+            "ADPRM",
+            "ANAPC7",
+            "ALG5",
+            "BANP",
+            "ARL15",
+            "AGAP10P",
+            "AJAP1",
+            "GEMIN8",
+            "HFE",
+            "AAMDC",
+            "AKAP8",
+            "FAM193A",
+            "B3GLCT",
+            "BLOC1S5",
+            "ATP1A1-AS1",
+            "ACTL6A",
+            "CCT6B",
+            "ARAP2",
+            "BHLHE22",
+            "ARHGEF5",
+            "AGPAT4",
+            "CREM",
+            "ELOVL5",
+            "ATP9A",
+            "DPYSL4",
+            "EEF1AKMT3",
+            "AASDH",
+            "CRNKL1",
+            "CKLF-CMTM1",
+            "MALAT1",
+            "RBM10",
+            "APELA",
+            "ARV1",
+            "ADAMTS10",
+            "ABCB10",
+            "ATP5PB",
+            "HNRNPA1P10",
+            "GSTT1",
+            "BRCA1",
+            "ENKD1",
+            "AP4E1",
+            "ARHGEF12",
+            "MCTP2",
+            "SNORD35B",
+            "CCDC80",
+            "VPS26C",
+            "KPNA5",
+            "ZNF701",
+            "ACTR6",
+            "DIABLO",
+            "BMI1",
+            "ZNF253",
+            "ERMAP",
+            "RAB12",
+            "CD2AP",
+            "B3GALT5",
+            "CCDC8",
+            "ANKRD20A1",
+            "ABCA2",
+            "SHOX",
+            "CARINH",
+            "H2AC8",
+            "ATF6",
+            "N6AMT1",
+            "ACBD5",
+            "CEP57L1",
+            "C1orf174",
+            "NR2F6",
+            "HOXD10",
+            "DPYSL3",
+            "TRIM45",
+            "KCNAB1",
+            "NDUFA8",
+            "AGPAT3",
+            "RBM4",
+            "AHCYL1",
+            "KRT7",
+            "EML5",
+            "WTIP",
+            "ABR",
+            "NCBP2",
+            "ANKZF1",
+            "PDCD6",
+            "ATP6V1D",
+            "CMAS",
+            "ELL3",
+            "ANKDD1A",
+            "SACM1L",
+            "ATP6V1E2",
+            "AK3",
+            "CHRAC1",
+            "SYT15",
+            "COG7",
+            "ARHGEF28",
+            "ABI1",
+            "CRYBB2",
+            "DCP2",
+            "DCAF16",
+            "BMS1P1",
+            "SPATA2",
+            "TMEM263",
+            "KANK3",
+            "CHMP6",
+            "LIMCH1",
+            "ANKMY2",
+            "DAZAP2",
+            "SYVN1",
+            "BCL9",
+            "BAIAP2",
+            "CASP7",
+            "CNOT6L",
+            "MYOCD",
+            "MEG8",
+            "AP3B1",
+            "APTX",
+            "AMBRA1",
+            "B3GNTL1",
+            "CKLF",
+            "BIRC2",
+            "BCAP31",
+            "RPS10P2",
+            "RNPS1",
+            "FBXO4",
+            "ATOX1",
+            "TMEM143",
+            "CSGALNACT2",
+            "ACO1",
+            "GMPS",
+            "ANGPTL4",
+            "ACOX2",
+            "DELE1",
+            "SLC4A8",
+            "AGAP1",
+            "CDO1",
+            "INPP5E",
+            "BOLA2B",
+            "RGS12",
+            "MAK",
+            "RNF185",
+            "PHKA2",
+            "FAM89A",
+            "SRRM1",
+            "FABP5",
+            "TXNDC9",
+            "PRDM15",
+            "ANKRD40",
+            "ASH1L-AS1",
+            "PHKA1",
+            "ZNF132",
+            "H3C6",
+            "TMEM199",
+            "PDZK1IP1",
+            "HTATSF1P2",
+            "CD59",
+            "MTMR6",
+            "C2",
+            "UBAC1",
+            "SAMD1",
+            "GJB2",
+            "IDI1",
+            "DHTKD1",
+            "MAP4K4",
+            "ACTMAP",
+            "ZC3H14",
+            "MKKS",
+            "ADNP",
+            "PIP4K2B",
+            "ZNF263",
+            "CANX",
+            "CEP135",
+            "SCAPER",
+            "ADAR",
+            "WDR31",
+            "ERICH1",
+            "BRINP1",
+            "AMIGO3",
+            "CLCN6",
+            "ABCD3",
+            "AHNAK",
+            "AXL",
+            "EDNRB",
+            "CPD",
+            "AASDHPPT",
+            "COL13A1",
+            "ABHD18",
+            "RHOQ",
+            "AGAP5",
+            "FBXO46",
+            "BAD",
+            "TARBP1",
+            "VPS13D",
+            "ALAS1",
+            "C19orf18",
+            "AKAP17A",
+            "AGBL5",
+            "KCNS2",
+            "BTRC",
+            "WASF3",
+            "DGAT2",
+            "HTRA4",
+            "AMACR",
+            "SIN3B",
+            "ETV5",
+            "CEP68",
+            "MIR6751",
+            "SYCP3",
+            "FHIP2A",
+            "DNAJC18",
+            "C16orf46",
+            "NBEAL1",
+            "ELAC1",
+            "ERLEC1",
+            "FBXL3",
+            "HUWE1",
+            "ALG3",
+            "CEP192",
+            "DUSP8",
+            "UBXN11",
+            "NFX1",
+            "SOS2",
+            "ATXN3",
+            "AFTPH",
+            "ARHGAP18",
+            "AMIGO1",
+            "COG4",
+            "ASAH1",
+            "GDPD3",
+            "ICAM2",
+            "CDV3",
+            "SNORD112",
+            "SLC16A6",
+            "ADH4",
+            "WWOX",
+            "NPHP1",
+            "SLC39A9",
+            "SF3B5",
+            "FBXO16",
+            "GPR157",
+            "ATP5PF",
+            "CFAP70",
+            "LEFTY1",
+            "ZNF101",
+            "CSKMT",
+            "ZKSCAN7",
+            "NBR1",
+            "ING5",
+            "CENPBD1P",
+            "C6orf62",
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+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 96.0,
+            "precision": 96.0,
+            "recall": 91.78571428571429,
+            "f1": 93.36752136752136
+        },
+        "selection": {
+            "precision": 0.7104095646992816,
+            "recall": 1.3953488372093026,
+            "f1": 0.9410527163326355,
+            "jaccard": 0.47284585228845877
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Gender.json

@@ -0,0 +1,1812 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "AASDH",
+            "AARS2",
+            "ABCC10",
+            "AATK",
+            "ARHGAP15",
+            "AHR",
+            "ABCC5",
+            "AATF",
+            "ADAR",
+            "ACSF3",
+            "ACP2",
+            "ALS2",
+            "ACACB",
+            "ALOX5",
+            "ABCB1",
+            "ACOT4",
+            "ABCB10",
+            "ADGRE1",
+            "ACY1",
+            "ACAD10",
+            "AKIP1",
+            "ARHGEF2",
+            "ACTA2",
+            "ABI1",
+            "AHSA1",
+            "ACTR1B",
+            "AAMP",
+            "ABI2",
+            "ACSL3",
+            "ARHGAP19",
+            "ALX1",
+            "ABTB3",
+            "AGRN",
+            "ADPRS",
+            "AACS",
+            "ADCK1",
+            "ACCS",
+            "ALOX5AP",
+            "ARMC5",
+            "ANKRD33",
+            "ABCE1",
+            "ABHD12",
+            "APPL2",
+            "ARFIP1",
+            "ABITRAM",
+            "ABCF3",
+            "ATF2",
+            "ABHD17C",
+            "ARRDC5",
+            "BNIP1",
+            "APOBEC3F",
+            "ATP10A",
+            "ARHGEF7",
+            "ABHD8",
+            "AGPAT2",
+            "ANKRD26",
+            "AMY2A",
+            "BRD4",
+            "ALMS1",
+            "ABHD6",
+            "ADCK2",
+            "AGPAT5",
+            "ATL2",
+            "ANKRD40",
+            "ALKBH4",
+            "AGGF1",
+            "ANKRD16",
+            "ALDH5A1",
+            "ANKIB1",
+            "ALB",
+            "AFG2B",
+            "C16orf86",
+            "AHCY",
+            "APOBEC3H",
+            "ACOT8",
+            "ADCY9",
+            "APPL1",
+            "ACYP1",
+            "C11orf68",
+            "ARL17B",
+            "ASB3",
+            "AKAP10",
+            "ANTXR2",
+            "AAR2",
+            "ACOX1",
+            "ANKAR",
+            "CHCHD3",
+            "ABCA1",
+            "ASPSCR1",
+            "ALKBH2",
+            "CARNS1",
+            "ABHD14B",
+            "MAN1A2",
+            "CBX4",
+            "BET1L",
+            "ANAPC4",
+            "CEP104",
+            "ABCA3",
+            "APLP2",
+            "ABCF2",
+            "CFAP97",
+            "ADAM8",
+            "AHSA2P",
+            "ANKRD13A",
+            "ASXL1",
+            "AK5",
+            "ICE2",
+            "ARMC1",
+            "AP1AR",
+            "AGO1",
+            "AGMAT",
+            "ARL15",
+            "ATG10",
+            "GBP2",
+            "AEN",
+            "AP3S1",
+            "AMIGO1",
+            "ADRA2B",
+            "ACADSB",
+            "AGL",
+            "ABCF1",
+            "EGOT",
+            "ANKS1A",
+            "AKIRIN2",
+            "CMC1",
+            "ANKRD10",
+            "ATP1B1",
+            "CERS5",
+            "EEF1A1",
+            "C1orf115",
+            "RBM11",
+            "BOK",
+            "C11orf54",
+            "COMMD1",
+            "ARID2",
+            "ARSG",
+            "TOMM34",
+            "ACSL1",
+            "BLOC1S2",
+            "INPP4B",
+            "ARF3",
+            "ARPC5",
+            "ANKZF1",
+            "ATG4D",
+            "SNHG8",
+            "BTRC",
+            "AAMDC",
+            "AP2A1",
+            "CALCOCO1",
+            "CBY1",
+            "ELAPOR2",
+            "ARHGAP33",
+            "ANO8",
+            "DDX31",
+            "CBR3",
+            "ABRACL",
+            "ACOX3",
+            "CTNNBIP1",
+            "ACYP2",
+            "ANKRD35",
+            "ATAD2B",
+            "ADK",
+            "ADH5",
+            "ANKFY1",
+            "ATAD5",
+            "COX5A",
+            "IL18R1",
+            "GBF1",
+            "ARF5",
+            "RPS14",
+            "CDC123",
+            "CCDC88B",
+            "CCNA2",
+            "AGPS",
+            "CCDC146",
+            "GRB10",
+            "C14orf132",
+            "AKR1B1",
+            "CAND1",
+            "ARHGAP21",
+            "ADCY3",
+            "ARMT1",
+            "KANK1",
+            "BPNT2",
+            "ATF6",
+            "ARB2A",
+            "CUL2",
+            "AGPAT1",
+            "PPBP",
+            "CTNNBL1",
+            "ALG3",
+            "FBXO4",
+            "ABHD5",
+            "HSD17B12",
+            "ATP5IF1",
+            "C5orf22",
+            "B3GNT2",
+            "BLVRA",
+            "RPL17",
+            "ERF",
+            "BOLA3",
+            "ACTR8",
+            "C2orf68",
+            "CMC2",
+            "AGAP6",
+            "AP1G1",
+            "ASCC2",
+            "KBTBD11",
+            "DDOST",
+            "ABHD18",
+            "DYRK4",
+            "UTP15",
+            "BRD10",
+            "CYB5R3",
+            "CCN2",
+            "BRK1",
+            "ADIPOR2",
+            "AKAP8L",
+            "ATP5ME",
+            "DCUN1D3",
+            "ANKMY2",
+            "MOS",
+            "BMS1",
+            "ADCY10",
+            "DDT",
+            "ATG7",
+            "EPB41L4A",
+            "ATP6V0A2",
+            "B3GAT3",
+            "BRF1",
+            "ADNP2",
+            "ABCA2",
+            "ACAT1",
+            "AHCYL1",
+            "MAPK7",
+            "ATL3",
+            "BTBD3",
+            "CHMP6",
+            "ARID5A",
+            "ANO6",
+            "CLYBL",
+            "MACO1",
+            "CCT6B",
+            "ARPC4",
+            "C17orf58",
+            "TEN1-CDK3",
+            "ARHGEF10",
+            "MMAB",
+            "ANKRD6",
+            "DOP1A",
+            "ADGRE2",
+            "ADISSP",
+            "CRYBB2",
+            "CASP4",
+            "ANKRD9",
+            "CRHR1",
+            "ERAP1",
+            "AMD1",
+            "GNL1",
+            "AMY1A",
+            "CEP152",
+            "IFI27L1",
+            "JAZF1",
+            "ANAPC16",
+            "CALU",
+            "GLS",
+            "COASY",
+            "AQR",
+            "AMN1",
+            "ATG4C",
+            "BTG2",
+            "CORO2A",
+            "CCNB1IP1",
+            "NUDT2",
+            "CCNB2",
+            "ANGPTL4",
+            "CDPF1",
+            "NUDT18",
+            "MC1R",
+            "AMDHD2",
+            "ATL1",
+            "AMOTL2",
+            "ARRDC1-AS1",
+            "CBX7",
+            "AHCTF1",
+            "FARP2",
+            "GTSF1",
+            "ATP11B",
+            "C17orf67",
+            "ANAPC5",
+            "NAPB",
+            "ABHD16A",
+            "ADRB2",
+            "CPTP",
+            "CHI3L2",
+            "RMND5A",
+            "ACLY",
+            "ALDH3A2",
+            "ABI3",
+            "FBXW8",
+            "JUNB",
+            "GTF2H2B",
+            "BRPF1",
+            "NDUFB8",
+            "BAG4",
+            "FHL3",
+            "RPL19",
+            "BRD3OS",
+            "DHRS11",
+            "ATP2A3",
+            "C1orf198",
+            "CALCOCO2",
+            "ANKRD12",
+            "CA11",
+            "DDX17",
+            "NTAN1",
+            "ARMC6",
+            "ELOVL1",
+            "RPS28",
+            "CIC",
+            "CARMIL1",
+            "CWC25",
+            "MOB1B",
+            "NOMO2",
+            "CCDC51",
+            "FAM24B",
+            "AP3M1",
+            "ACTR3",
+            "CDC42EP4",
+            "MYO19",
+            "PBRM1",
+            "SOS1",
+            "DOHH",
+            "PDPR",
+            "CEACAM21",
+            "CNOT3",
+            "ACVR1B",
+            "LRRC41",
+            "GGPS1",
+            "MRPL18",
+            "ELP1",
+            "EFR3B",
+            "BCLAF1",
+            "CHMP2B",
+            "KRT72",
+            "AGAP3",
+            "ATP23",
+            "ACADM",
+            "MAP3K10",
+            "PLLP",
+            "KYAT1",
+            "RPL38",
+            "AMMECR1L",
+            "COMMD10",
+            "DYNC2H1",
+            "AP3B1",
+            "CDH23",
+            "FAM50B",
+            "CALN1",
+            "CTSK",
+            "COG3",
+            "CCDC66",
+            "TRUB2",
+            "C9orf85",
+            "LIN7B",
+            "GSR",
+            "BRSK1",
+            "CHD4",
+            "ARPC2",
+            "EVI5L",
+            "BARD1",
+            "BCL9L",
+            "FNIP2",
+            "EPHA8",
+            "ARAP1",
+            "SRP9",
+            "FLYWCH2",
+            "GNL2",
+            "SERF1B",
+            "ACO2",
+            "LYZ",
+            "CYP2U1",
+            "PLXNA4",
+            "APRT",
+            "C16orf74",
+            "ATP6V0A1",
+            "IKZF3",
+            "ATP2A2",
+            "ARMC7",
+            "LRRC37A4P",
+            "ARRDC2",
+            "STRADA",
+            "HAX1",
+            "CCDC50",
+            "MIR373",
+            "BRI3",
+            "ADPGK",
+            "CXXC5",
+            "DUSP6",
+            "CDR2",
+            "ECI1",
+            "ARL5A",
+            "CTTN",
+            "ATF6B",
+            "FECH",
+            "MIF4GD",
+            "FCSK",
+            "IL5RA",
+            "ALKBH3",
+            "GALT",
+            "ABRAXAS2",
+            "CENPW",
+            "MED13",
+            "C6orf62",
+            "IDNK",
+            "NTPCR",
+            "ADPRM",
+            "TYW1",
+            "EFHB",
+            "GLCCI1",
+            "COX8A",
+            "GLE1",
+            "ATP6V1G1",
+            "CCDC15",
+            "ANKRD27",
+            "AKAP7",
+            "FAAP20",
+            "ENO3",
+            "NMRAL1",
+            "COA4",
+            "ASAH1",
+            "ARPC5L",
+            "EIF4E3",
+            "HOXA6",
+            "PRELID3B",
+            "AKT3",
+            "C19orf53",
+            "CEP15",
+            "DOLK",
+            "AIDA",
+            "INTS11",
+            "CKS2",
+            "ADI1",
+            "AP5Z1",
+            "HOPX",
+            "IPO11",
+            "FDFT1",
+            "BCKDHB",
+            "GPR55",
+            "TLE4",
+            "RDH10",
+            "APAF1",
+            "TCEANC2",
+            "TWF1",
+            "SIMC1",
+            "APBB1IP",
+            "JMJD7",
+            "COPS6",
+            "BTN3A2",
+            "ANKRD11",
+            "FLJ42627",
+            "EHMT2",
+            "ATP2B4",
+            "DNAJC9",
+            "CES1",
+            "CLRN1",
+            "KCNK4",
+            "MRS2",
+            "RFX3",
+            "ARK2N",
+            "ATP5PB",
+            "CTDNEP1",
+            "STX17",
+            "ATP2C1",
+            "ELAC2",
+            "EID2",
+            "ADD1",
+            "OR9A4",
+            "ABHD17AP1",
+            "CCDC167",
+            "EPC2",
+            "N4BP2",
+            "EEPD1",
+            "CNPPD1",
+            "INPP4A",
+            "RNF175",
+            "CCNG2",
+            "BBC3",
+            "EPB41L2",
+            "PMM1",
+            "PDCD5",
+            "COQ8B",
+            "C1GALT1",
+            "C19orf38",
+            "ACAD9",
+            "OR2A42",
+            "LILRB3",
+            "MT1X",
+            "BTBD10",
+            "JPH2",
+            "CEP63",
+            "CDCA5",
+            "RABIF",
+            "RPS10",
+            "APOBEC3G",
+            "ITGA4",
+            "H2AC6",
+            "JMJD6",
+            "SEM1",
+            "ARFGEF1",
+            "BHLHE40",
+            "MAP2K3",
+            "ADAM19",
+            "TRIB3",
+            "FAM90A3",
+            "PEX7",
+            "RNF141",
+            "DTD1",
+            "SCARNA18",
+            "CYTH1",
+            "DENND2C",
+            "COQ8A",
+            "RBM22",
+            "MGME1",
+            "BCL10",
+            "RPL26L1",
+            "ADIPOR1",
+            "DEPDC5",
+            "DAPK3",
+            "MAP10",
+            "CD47",
+            "FAM219A",
+            "CHPF2",
+            "HOXC13",
+            "FIP1L1",
+            "CAPN15",
+            "ARMH3",
+            "SNAP29",
+            "CUEDC2",
+            "KIDINS220",
+            "BUD13",
+            "CSNK2B",
+            "CCDC47",
+            "AGA",
+            "SMARCD2",
+            "PDCD2",
+            "PIK3C2B",
+            "ITGB1BP1",
+            "ERP27",
+            "SSR4P1",
+            "GXYLT1",
+            "EMC2",
+            "EEF1AKMT1",
+            "CHD3",
+            "ACTG1",
+            "NAT10",
+            "CPEB3",
+            "CATSPER2P1",
+            "ARIH2OS",
+            "SFXN4",
+            "LMTK2",
+            "ACD",
+            "ANKMY1",
+            "ASF1B",
+            "NOSIP",
+            "BOLA1",
+            "ERCC2",
+            "LRRC8C",
+            "BIN3",
+            "MAFG",
+            "RPS17",
+            "IER3",
+            "BFAR",
+            "TMEM65",
+            "POLR3GL",
+            "CCNG1",
+            "CHSY1",
+            "IQCN",
+            "ENOPH1",
+            "DVL3",
+            "NFKBIB",
+            "RPS12",
+            "COPS4",
+            "TEFM",
+            "DHX37",
+            "CD53",
+            "COPS3",
+            "ACAA1",
+            "GUSBP15",
+            "FABP5P2",
+            "TINF2",
+            "CARS2",
+            "EIF4G1",
+            "CISH",
+            "OXR1",
+            "ADO"
+        ],
+        "Coefficient": [
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+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 92.0,
+            "precision": 0.0,
+            "recall": 0.0,
+            "f1": 0.0
+        },
+        "selection": {
+            "precision": 0.8949063788131394,
+            "recall": 7.164179104477611,
+            "f1": 1.5909427007376349,
+            "jaccard": 0.8026381825905599
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Huntingtons_Disease.json

@@ -0,0 +1,831 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ADAM17",
+            "ACBD3",
+            "ARL5A",
+            "ANKRD13C-DT",
+            "ADAMTS2",
+            "AQR",
+            "APOLD1",
+            "CSK",
+            "APC",
+            "ADAT1",
+            "ATXN7L1",
+            "AS3MT",
+            "ADIRF-AS1",
+            "RFPL1S",
+            "C22orf39",
+            "ALG5",
+            "AGPS",
+            "FOXL1",
+            "AAMDC",
+            "HFE",
+            "AP1S1",
+            "ARHGEF12",
+            "CD2AP",
+            "ADPRM",
+            "BANP",
+            "AJAP1",
+            "ACP6",
+            "CNDP2",
+            "ATP5PB",
+            "ACO1",
+            "ABCA2",
+            "GEMIN8",
+            "AKAP9",
+            "AKAP8",
+            "AGAP10P",
+            "AKAP10",
+            "AGTPBP1",
+            "BLOC1S5",
+            "DPYSL4",
+            "ZNF701",
+            "AGL",
+            "ARHGEF5",
+            "CCDC8",
+            "MALAT1",
+            "FAM193A",
+            "HSPH1",
+            "CREM",
+            "ERMAP",
+            "RBM10",
+            "HOXD10",
+            "AMACR",
+            "ANKRD20A1",
+            "N6AMT1",
+            "ATF6",
+            "ELOVL5",
+            "ATP9A",
+            "ANAPC7",
+            "ADK",
+            "ENKD1",
+            "VPS26C",
+            "ATP6V1E2",
+            "DPY19L1",
+            "ACYP1",
+            "ACTR6",
+            "BMI1",
+            "ZNF253",
+            "AP4E1",
+            "AGBL5",
+            "MIR3917",
+            "EML5",
+            "ARL15",
+            "CMAS",
+            "ANKZF1",
+            "CASP7",
+            "BMS1P1",
+            "ARV1",
+            "TXNDC9",
+            "ANKRD6",
+            "BHLHE22",
+            "CCDC80",
+            "SNTB1",
+            "ARAP2",
+            "RBM4",
+            "AGPAT4",
+            "ANGEL1",
+            "RAB12",
+            "C1orf174",
+            "CNBP",
+            "KPNA5",
+            "AMIGO1",
+            "CRNKL1",
+            "HNRNPA1P10",
+            "AGMAT",
+            "B3GLCT",
+            "FBXO16",
+            "RNPS1",
+            "CKLF-CMTM1",
+            "TMEM120A",
+            "B3GALT5",
+            "AKAP17A",
+            "FAM89A",
+            "CRYBB2",
+            "ANKDD1A",
+            "NCBP2",
+            "APELA",
+            "SYVN1",
+            "C2",
+            "CLUAP1",
+            "SLC39A9",
+            "ACTL6A",
+            "LIMCH1",
+            "NR2F6",
+            "MIS12",
+            "DUSP7",
+            "NPTX2",
+            "DENND5A",
+            "CDO1",
+            "BAIAP2",
+            "EMB",
+            "MCTP2",
+            "KCNS2",
+            "EFHC1",
+            "AMIGO3",
+            "GDPD3",
+            "SHOX",
+            "BIRC2",
+            "ADAR",
+            "ADNP",
+            "FBXO4",
+            "NBEAL1",
+            "ABCB10",
+            "ATP23",
+            "ALAS1",
+            "ABI1",
+            "ANKRD40",
+            "NDUFA8",
+            "CHMP4B",
+            "MLLT10",
+            "OSCP1",
+            "SCAPER",
+            "GALNS",
+            "GMPS",
+            "CEP192",
+            "AK9",
+            "DNAJC18",
+            "AMBRA1",
+            "SPATA2",
+            "AGAP5",
+            "CARINH",
+            "BCAP31",
+            "CSGALNACT2",
+            "SLC25A30",
+            "EPB41L1",
+            "CBLN3",
+            "AK3",
+            "CHRAC1",
+            "BAD",
+            "ATP2C1",
+            "SACM1L",
+            "MIR6751",
+            "ELL3",
+            "MEG8",
+            "CD59",
+            "B3GNTL1",
+            "ZNF101",
+            "BRINP1",
+            "MYOCD",
+            "GJB2",
+            "AGPAT3",
+            "CENPBD1P",
+            "CEP135",
+            "CA2",
+            "ARHGEF18",
+            "SUSD1",
+            "TMEM187",
+            "C16orf46",
+            "CKLF",
+            "C6orf62",
+            "VIRMA",
+            "ATP5IF1",
+            "FAM24B",
+            "EEF1AKMT3",
+            "ZC3H14",
+            "TMEM263",
+            "KRIT1",
+            "NR2F2",
+            "H3-3A",
+            "HUWE1",
+            "SOS2",
+            "CEBPB",
+            "ABL1",
+            "AGAP9",
+            "MORF4L2",
+            "ELFN1",
+            "EGR1",
+            "SIN3B",
+            "NPHP1",
+            "PDZK1IP1",
+            "ARHGEF28",
+            "GSTT1",
+            "CEP295",
+            "POLR3GL",
+            "HGSNAT",
+            "ATP5F1A",
+            "CPNE3",
+            "ADCK1",
+            "DUSP8",
+            "C6orf47",
+            "HELZ",
+            "CHDH",
+            "FBXL3",
+            "SLC6A6",
+            "CYRIA",
+            "CCT6B",
+            "ACOT9",
+            "RBMS3-AS3",
+            "RFX5",
+            "ATP1A1-AS1",
+            "ZNF132",
+            "ATP6V1D",
+            "AXL",
+            "STXBP6",
+            "UBXN11",
+            "ACACB",
+            "RPS10P2",
+            "AMFR",
+            "ALDH9A1",
+            "DOK3",
+            "ARPC4",
+            "ARPC1A",
+            "DIABLO",
+            "FBXO46",
+            "THAP1",
+            "MAP4K4",
+            "FSBP",
+            "MTMR6",
+            "ALDH3A1",
+            "CD276",
+            "DPP9",
+            "PCAT6",
+            "MKKS",
+            "MAK",
+            "ALG11",
+            "SGSM3",
+            "EIF4H",
+            "KIF2A",
+            "KCNAB1",
+            "SYT15",
+            "TNFRSF14",
+            "RAB30-DT",
+            "ALPK1",
+            "TMEM143",
+            "DENND4A",
+            "HTATSF1P2",
+            "DGAT2",
+            "WDR31",
+            "PACS2",
+            "GPX8",
+            "ARHGAP18",
+            "CAPRIN1",
+            "CBY1",
+            "EP300",
+            "MAFIP",
+            "LRRC37A2",
+            "USP39",
+            "VAMP4",
+            "CFAP70",
+            "GRHL1"
+        ],
+        "Coefficient": [
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+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Hypertension.json

@@ -0,0 +1,885 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ANKRD13C-DT",
+            "ARL5A",
+            "ADAMTS2",
+            "ADAM17",
+            "APOLD1",
+            "APC",
+            "ATXN7L1",
+            "AGAP10P",
+            "RFPL1S",
+            "CSK",
+            "AQR",
+            "ALG5",
+            "AS3MT",
+            "GEMIN8",
+            "AP1S1",
+            "FOXL1",
+            "ADAT1",
+            "ADIRF-AS1",
+            "BLOC1S5",
+            "C22orf39",
+            "ATP5PB",
+            "ACP6",
+            "AKAP9",
+            "ATP9A",
+            "ARHGEF5",
+            "ARAP2",
+            "HFE",
+            "ZNF701",
+            "RBM4",
+            "DPYSL4",
+            "RAB12",
+            "BANP",
+            "AJAP1",
+            "ADK",
+            "AGTPBP1",
+            "CASP7",
+            "AGPS",
+            "HOXD10",
+            "HSPH1",
+            "CNDP2",
+            "VPS26C",
+            "AKAP10",
+            "AGL",
+            "PDCD6",
+            "ANKRD40",
+            "FAM193A",
+            "AKAP8",
+            "BMI1",
+            "ABCA8",
+            "GSTT1",
+            "AAMDC",
+            "AP3B1",
+            "CCDC8",
+            "CD2AP",
+            "AHNAK",
+            "MALAT1",
+            "ARHGEF12",
+            "N6AMT1",
+            "AKAP17A",
+            "ATP6V1E2",
+            "ANKZF1",
+            "B3GNTL1",
+            "MIS12",
+            "AMIGO3",
+            "ZNF253",
+            "AP4E1",
+            "DPY19L1",
+            "ARL15",
+            "NPTX2",
+            "ALG10",
+            "CRNKL1",
+            "CBLN3",
+            "FBXO4",
+            "CLUAP1",
+            "EML5",
+            "C6orf62",
+            "INPP5E",
+            "CDO1",
+            "RNF185",
+            "ADPRM",
+            "ARV1",
+            "HTATSF1P2",
+            "COMMD8",
+            "ADAM33",
+            "C16orf46",
+            "CMAS",
+            "MCTP2",
+            "CHDH",
+            "TRA2B",
+            "EEF1AKMT3",
+            "TMEM263",
+            "ADARB1",
+            "DNAAF9",
+            "BRCA1",
+            "SNTB1",
+            "ANKRD20A1",
+            "SACM1L",
+            "DPYSL3",
+            "SHOX",
+            "RABL6",
+            "ANKMY2",
+            "ENKD1",
+            "CCT6B",
+            "ARL6",
+            "ATP23",
+            "SLC25A30",
+            "PEX5",
+            "NR2F6",
+            "ADCK1",
+            "GOLGA8A",
+            "CREM",
+            "ERMAP",
+            "KPNA5",
+            "EMB",
+            "KCNS2",
+            "AP3S1",
+            "F2R",
+            "ARHGAP11A",
+            "DAZAP2",
+            "MIR3917",
+            "ATP1A1-AS1",
+            "POLR3GL",
+            "ADGRL1",
+            "ABCA2",
+            "C6orf47",
+            "RPS10P2",
+            "ANAPC7",
+            "DCP2",
+            "C1orf174",
+            "AADAT",
+            "OR7E47P",
+            "ANKRD6",
+            "DIABLO",
+            "PDZK1IP1",
+            "ABLIM1",
+            "FAM184B",
+            "GMPS",
+            "B3GALT5",
+            "NPHP1",
+            "FAM89A",
+            "DPP9",
+            "EPB41L1",
+            "CARINH",
+            "HCG4",
+            "WDR36",
+            "AASDH",
+            "ATF6",
+            "ALMS1-IT1",
+            "ANXA1",
+            "SCAPER",
+            "ACO1",
+            "DNAJC18",
+            "CDV3",
+            "TXNDC9",
+            "ATP6V1D",
+            "CCDC80",
+            "MAK",
+            "AGAP5",
+            "TNFRSF14",
+            "APTX",
+            "AK3",
+            "LIMCH1",
+            "NAXD",
+            "ASAH1",
+            "ZC3H14",
+            "BHLHE22",
+            "ADGRA2",
+            "FAM24B",
+            "CRYBB2",
+            "DCAF16",
+            "BRIX1",
+            "FLVCR1-DT",
+            "TRIM45",
+            "BIRC6",
+            "ANOS1",
+            "HUWE1",
+            "RBM10",
+            "H2BC7",
+            "ANKDD1A",
+            "SRP54",
+            "PITHD1",
+            "GTF2H2C",
+            "FBXO16",
+            "NDUFA8",
+            "SNORD35B",
+            "ARHGEF18",
+            "APEH",
+            "NCBP2",
+            "ADD2",
+            "NFS1",
+            "MORF4L2",
+            "TMEM187",
+            "CXCL3",
+            "DEPTOR",
+            "ZCCHC3",
+            "DLGAP4",
+            "ADA2",
+            "CENPBD1P",
+            "ANKRD13C",
+            "BCL9",
+            "ADIPOR1",
+            "C2CD4B",
+            "TMEM120A",
+            "ATP5IF1",
+            "CKLF-CMTM1",
+            "MGST3",
+            "GTF3C4",
+            "MIPEP",
+            "ARHGEF28",
+            "GOLGA4",
+            "AKR1A1",
+            "BRINP1",
+            "GJB2",
+            "AGAP9",
+            "ALPK1",
+            "VAMP4",
+            "DUSP8",
+            "RCN1",
+            "DSCC1",
+            "SCRG1",
+            "MAFIP",
+            "UBXN11",
+            "OSCP1",
+            "CA2",
+            "CENPB",
+            "NR2F2",
+            "RPL32P3",
+            "DISC1",
+            "SGSM3",
+            "CSGALNACT2",
+            "AMZ2P1",
+            "AFF4",
+            "ASH1L-AS1",
+            "AHCYL1",
+            "WWOX",
+            "FNDC3B",
+            "COG4",
+            "CHRAC1",
+            "MKKS",
+            "EP300",
+            "NDUFV3",
+            "FCHSD1",
+            "MTHFD1L",
+            "DLG4",
+            "CHORDC1",
+            "DHRSX",
+            "HELZ",
+            "BROX",
+            "MAP4",
+            "BCAP31",
+            "MTF1",
+            "FADD",
+            "ZNF263",
+            "SYVN1",
+            "SCYL1",
+            "SUSD1",
+            "DYSF",
+            "FXN",
+            "CREB3L1",
+            "BTRC",
+            "ANKRD37",
+            "FKBPL",
+            "MYL12B",
+            "SIM2",
+            "ACIN1",
+            "BMPR1A",
+            "ASB16-AS1",
+            "CD59",
+            "TXNDC16",
+            "ATXN3",
+            "NUBP2",
+            "ANAPC13",
+            "DEPDC7",
+            "LOXL1-AS1",
+            "THEMIS",
+            "NAIP",
+            "NOTCH1",
+            "PHKA1",
+            "ANPEP",
+            "COL6A3",
+            "EDNRB",
+            "AGPAT4",
+            "B3GNT7",
+            "CNOT6",
+            "H2BC8"
+        ],
+        "Coefficient": [
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+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Insomnia.json

@@ -0,0 +1,933 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ARL5A",
+            "ADAM17",
+            "ADAMTS2",
+            "APC",
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+            "ALG5",
+            "ACP6",
+            "AP1S1",
+            "C22orf39",
+            "AGPS",
+            "AGL",
+            "FAM193A",
+            "AKAP8",
+            "FOXL1",
+            "ADPRM",
+            "AGAP10P",
+            "BLOC1S5",
+            "ARHGEF12",
+            "AKAP9",
+            "AGTPBP1",
+            "AAMDC",
+            "BANP",
+            "ARL15",
+            "AJAP1",
+            "GEMIN8",
+            "CD2AP",
+            "AKAP10",
+            "CNDP2",
+            "AP4E1",
+            "ATP9A",
+            "MIS12",
+            "CCDC8",
+            "ZNF701",
+            "ARV1",
+            "RAB12",
+            "ANAPC7",
+            "ATF6",
+            "RBM4",
+            "VPS26C",
+            "DPYSL4",
+            "ANKRD20A1",
+            "CASP7",
+            "ATP5PB",
+            "N6AMT1",
+            "B3GALT5",
+            "ARHGEF5",
+            "CMAS",
+            "CLUAP1",
+            "CREM",
+            "BRCA1",
+            "BHLHE22",
+            "ADK",
+            "ANKRD40",
+            "ELL3",
+            "EML5",
+            "RBM10",
+            "DPY19L1",
+            "ANKZF1",
+            "HFE",
+            "ENKD1",
+            "KPNA5",
+            "HSPH1",
+            "AGBL5",
+            "FBXO4",
+            "APELA",
+            "SLC39A9",
+            "TMEM263",
+            "AP3B1",
+            "CRYBB2",
+            "ACTR6",
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+            "ZNF253",
+            "ELOVL5",
+            "CENPBD1P",
+            "AGPAT4",
+            "NCBP2",
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+            "OSCP1",
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+            "MCTP2",
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+            "C6orf47",
+            "C1orf174",
+            "CBLN3",
+            "FAF2",
+            "COMMD8",
+            "ERMAP",
+            "BMI1",
+            "MALAT1",
+            "ACTL6A",
+            "DIABLO",
+            "SOS2",
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+            "ATP1A1-AS1",
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+            "C16orf46",
+            "TDRD10",
+            "INMT",
+            "ADAR",
+            "CDO1",
+            "FBXL3",
+            "RABL6",
+            "ATP6V1E2",
+            "AGAP5",
+            "BAD",
+            "CKLF",
+            "FAM89A",
+            "BTRC",
+            "PITHD1",
+            "MAK",
+            "GMPS",
+            "ANKDD1A",
+            "BRINP1",
+            "COL13A1",
+            "MTMR6",
+            "AGAP1",
+            "HUWE1",
+            "TARBP1",
+            "DENND5A",
+            "RGS12",
+            "NR2F6",
+            "C6orf62",
+            "AK3",
+            "ARHGEF28",
+            "MIR3917",
+            "TMEM143",
+            "ALAS1",
+            "SACM1L",
+            "APPL1",
+            "MEG8",
+            "AGPAT2",
+            "DNAJC19",
+            "H2AC8",
+            "DYSF",
+            "AGPAT3",
+            "ARHGAP18",
+            "AMIGO1",
+            "SYVN1",
+            "ANGPTL4",
+            "EFHC1",
+            "SLC24A1",
+            "IDI1",
+            "NBEAL1",
+            "DNAJC18",
+            "CNOT6L",
+            "KCNS2",
+            "BCAP31",
+            "AHNAK",
+            "CNBP",
+            "INPP5E",
+            "ERICH1",
+            "LRRC37A2",
+            "MYOCD",
+            "RXFP2",
+            "ATP23",
+            "EMB",
+            "RBMS3-AS3",
+            "CIART",
+            "CD59",
+            "DUSP8",
+            "METTL21A",
+            "CARINH",
+            "ANKRD27",
+            "STON1",
+            "MLLT10",
+            "C19orf18",
+            "ATP2C1",
+            "HGSNAT",
+            "ZNF101",
+            "RWDD2A",
+            "AMBRA1",
+            "SRP54",
+            "EPHB6",
+            "AGAP9",
+            "GPX8",
+            "MIR6751",
+            "EPB41L1",
+            "ARMCX5",
+            "DCAF16",
+            "ADIPOR2",
+            "KRIT1",
+            "ADAMTS10",
+            "BNIP2",
+            "HTRA4",
+            "NAB2",
+            "TRIM45",
+            "PDCD6",
+            "CXCL3",
+            "GSTT1",
+            "CSGALNACT2",
+            "ALG10",
+            "FXR1",
+            "SIN3B",
+            "FGF7P6",
+            "IFI44",
+            "ADRA2C",
+            "C1QTNF7",
+            "DUSP7",
+            "CHRAC1",
+            "NAXD",
+            "ZNF829",
+            "ALDH3A1",
+            "ACYP1",
+            "TAPT1",
+            "AKAP11",
+            "ATP5F1A",
+            "HELZ",
+            "TSPY26P",
+            "SCRG1",
+            "TMTC3",
+            "ANOS1",
+            "RPS26",
+            "ANAPC13",
+            "RAB30-DT",
+            "WNT16",
+            "SPATA2",
+            "EDNRB",
+            "FBXL17",
+            "CDV3",
+            "INTS3",
+            "FBXL14",
+            "ZC3H14",
+            "MAFIP",
+            "GALNS",
+            "BIRC6",
+            "B9D1",
+            "CLN5",
+            "GUCY1A1",
+            "KCNS3",
+            "EIF4H",
+            "NPHP1",
+            "ACSL1",
+            "ANKRD13C",
+            "CHDH",
+            "CEP95",
+            "EFR3A",
+            "CCNH",
+            "ATP5IF1",
+            "VIRMA",
+            "RASA4CP",
+            "FAM24B",
+            "AXL",
+            "GPR157",
+            "RHOQ",
+            "EP300",
+            "AOX1",
+            "NDUFV3",
+            "MARCHF2",
+            "FBRSL1",
+            "SMARCA1",
+            "MIR4723",
+            "SCAPER",
+            "HENMT1",
+            "VIT",
+            "PTGDR",
+            "EIF4E",
+            "RPS26P11"
+        ],
+        "Coefficient": [
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+        ],
+        "Absolute Coefficient": [
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+}

p3/regress/Osteoarthritis/significant_genes_condition_Liver_cirrhosis.json

@@ -0,0 +1,249 @@
+{
+    "significant_genes": {
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+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Migraine.json

@@ -0,0 +1,855 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ARL5A",
+            "ADAM17",
+            "AQR",
+            "ACP6",
+            "ANKRD13C-DT",
+            "ADAMTS2",
+            "APOLD1",
+            "CNDP2",
+            "RFPL1S",
+            "ADAT1",
+            "AS3MT",
+            "GEMIN8",
+            "APC",
+            "AKAP8",
+            "FOXL1",
+            "BANP",
+            "ADIRF-AS1",
+            "AGL",
+            "ATXN7L1",
+            "AGPS",
+            "ALG5",
+            "AKAP10",
+            "ATP9A",
+            "AGAP10P",
+            "C22orf39",
+            "RAB12",
+            "AP1S1",
+            "ADK",
+            "AGTPBP1",
+            "ADPRM",
+            "CSK",
+            "FAM193A",
+            "B3GALT5",
+            "BLOC1S5",
+            "ARL15",
+            "ABCA8",
+            "BRCA1",
+            "ARHGEF5",
+            "HSPH1",
+            "AJAP1",
+            "CCDC8",
+            "AKAP9",
+            "AP4E1",
+            "ATP5PB",
+            "DPYSL4",
+            "ANKRD40",
+            "CASP7",
+            "ARV1",
+            "N6AMT1",
+            "APTX",
+            "ANKRD20A1",
+            "ELL3",
+            "KCNAB1",
+            "AK3",
+            "ABCA2",
+            "ARHGEF18",
+            "RBM4",
+            "ANAPC7",
+            "ERMAP",
+            "CMAS",
+            "BMI1",
+            "ACTR6",
+            "DPY19L1",
+            "NPTX2",
+            "ZNF701",
+            "ABHD5",
+            "ANOS1",
+            "CREM",
+            "CARINH",
+            "FAM89A",
+            "HOXD10",
+            "ADD3",
+            "VPS26C",
+            "BHLHE22",
+            "ENKD1",
+            "ATP1A1-AS1",
+            "OR7E47P",
+            "AHCYL1",
+            "HNRNPA1P10",
+            "ATF6",
+            "ARHGEF12",
+            "NCBP2",
+            "ZNF253",
+            "FBXO4",
+            "ACO1",
+            "INPP5E",
+            "CD2AP",
+            "CENPBD1P",
+            "IDI1",
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+            "APPBP2",
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+            "MED28",
+            "TMED5",
+            "CHRAC1",
+            "ADARB1",
+            "NR2F2",
+            "DIDO1",
+            "EDNRB",
+            "ANKZF1",
+            "BRINP1",
+            "TXNDC9",
+            "GMPS",
+            "BTRC",
+            "POLR3GL",
+            "KPNA5",
+            "MIS12",
+            "BAIAP2",
+            "ADAR",
+            "COL13A1",
+            "NHLRC2",
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+            "DENND5A",
+            "FBXO16",
+            "DNAJC19",
+            "ANKDD1A",
+            "ATP2C1",
+            "ARHGAP28",
+            "C3orf33",
+            "PDCD6",
+            "CCNH",
+            "COMMD8",
+            "KANK3",
+            "ACBD5",
+            "BIRC6",
+            "DNAJC18",
+            "ELFN1",
+            "CCDC22",
+            "F2R",
+            "RGS12",
+            "CDV3",
+            "C19orf44",
+            "C6orf62",
+            "SRRM1",
+            "ATP5IF1",
+            "FBXL3",
+            "ABCB10",
+            "CKLF",
+            "SPATA2",
+            "SHOX",
+            "MIRLET7D",
+            "MLLT10",
+            "TRMT12",
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+            "B3GLCT",
+            "AKR1A1",
+            "SACM1L",
+            "MALAT1",
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+            "GPR39",
+            "AGAP5",
+            "NBR2",
+            "BIRC2",
+            "RXFP2",
+            "AGMAT",
+            "ZNF816",
+            "CREB3L1",
+            "TMTC3",
+            "PHF21A",
+            "BCAP31",
+            "EPB41L1",
+            "CD276",
+            "RASA4CP",
+            "MTHFR",
+            "MAK",
+            "CRYBB2",
+            "B3GNTL1",
+            "CD59",
+            "AGAP9",
+            "C10orf95-AS1",
+            "NAT1",
+            "ARNT2",
+            "H2AC8",
+            "SNORD112",
+            "ATF6B",
+            "AK9",
+            "ACTR8",
+            "APELA",
+            "ZNF263",
+            "ADD3-AS1",
+            "PITHD1",
+            "ARHGAP11A",
+            "RAB30-DT",
+            "UBE2QL1",
+            "TMEM120A",
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+            "NACA4P",
+            "DPP9",
+            "MON2",
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+            "REV1",
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+            "SNHG3",
+            "ARID4B",
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+    "cv_performance": {
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+            "precision": 97.77777777777779,
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+        "selection": {
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+            "f1": 0.9481558110389093,
+            "jaccard": 0.4772519781326041
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_None.json

@@ -0,0 +1,915 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ARL5A",
+            "ADAM17",
+            "ADAMTS2",
+            "ADAT1",
+            "ANKRD13C-DT",
+            "AQR",
+            "ATXN7L1",
+            "APC",
+            "AS3MT",
+            "RFPL1S",
+            "APOLD1",
+            "ADIRF-AS1",
+            "CSK",
+            "AP1S1",
+            "ALG5",
+            "ACP6",
+            "AGAP10P",
+            "FOXL1",
+            "C22orf39",
+            "AGPS",
+            "AGL",
+            "CD2AP",
+            "GEMIN8",
+            "ADPRM",
+            "AKAP8",
+            "AKAP9",
+            "BLOC1S5",
+            "FAM193A",
+            "AKAP10",
+            "ATP9A",
+            "BANP",
+            "AJAP1",
+            "HFE",
+            "CNDP2",
+            "AGTPBP1",
+            "ARL15",
+            "VPS26C",
+            "CASP7",
+            "CMAS",
+            "RAB12",
+            "ADK",
+            "ARHGEF5",
+            "ARHGEF12",
+            "ZNF701",
+            "ATF6",
+            "ATP5PB",
+            "ARV1",
+            "AP4E1",
+            "N6AMT1",
+            "RBM4",
+            "HOXD10",
+            "DPYSL4",
+            "ANAPC7",
+            "ANKRD20A1",
+            "CREM",
+            "B3GALT5",
+            "RBM10",
+            "BMI1",
+            "ACO1",
+            "CLUAP1",
+            "HSPH1",
+            "ACTR6",
+            "TMEM263",
+            "MIS12",
+            "ZNF253",
+            "DPY19L1",
+            "CCDC8",
+            "EML5",
+            "KPNA5",
+            "ERMAP",
+            "ENKD1",
+            "ARHGEF18",
+            "ANKRD40",
+            "C6orf47",
+            "MALAT1",
+            "PDCD6",
+            "AP3B1",
+            "BHLHE22",
+            "B3GLCT",
+            "CKLF-CMTM1",
+            "AMACR",
+            "ABCA2",
+            "BRCA1",
+            "APELA",
+            "CRYBB2",
+            "CCDC80",
+            "AAMDC",
+            "CCT6B",
+            "AHNAK",
+            "ARAP2",
+            "AGPAT4",
+            "NR2F2",
+            "APTX",
+            "ABHD5",
+            "AKAP17A",
+            "SOS2",
+            "ANKRD6",
+            "ELL3",
+            "ATP1A1-AS1",
+            "ANKZF1",
+            "SACM1L",
+            "CARINH",
+            "NPTX2",
+            "CENPBD1P",
+            "COMMD8",
+            "AMIGO3",
+            "FBXO4",
+            "HNRNPA1P10",
+            "ABCA8",
+            "ADCK1",
+            "B3GNTL1",
+            "OR7E47P",
+            "C16orf46",
+            "SLC39A9",
+            "CBLN3",
+            "FAM89A",
+            "OSCP1",
+            "SHOX",
+            "CDO1",
+            "NCBP2",
+            "MTMR6",
+            "MCTP2",
+            "MIR3917",
+            "C6orf62",
+            "DIABLO",
+            "ATP6V1E2",
+            "INPP5E",
+            "BAIAP2",
+            "COG7",
+            "AK9",
+            "ANOS1",
+            "EEF1AKMT3",
+            "ATP6V1D",
+            "RPS10P2",
+            "TXNDC9",
+            "FBXO16",
+            "CDV3",
+            "ARMCX5",
+            "ELOVL5",
+            "ELAC1",
+            "C1orf174",
+            "GMPS",
+            "HUWE1",
+            "H2AC8",
+            "DUSP7",
+            "ADARB1",
+            "EPB41L1",
+            "AGAP5",
+            "CNBP",
+            "PDZK1IP1",
+            "RGS12",
+            "CKLF",
+            "IDI1",
+            "EDNRB",
+            "BCAP31",
+            "EMB",
+            "CRNKL1",
+            "CEP57L1",
+            "PITHD1",
+            "BTRC",
+            "BRINP1",
+            "SPATA2",
+            "ACTL6A",
+            "DNAJC18",
+            "RNPS1",
+            "AKR1A1",
+            "TRIM45",
+            "CNOT6L",
+            "NAA15",
+            "FBXL3",
+            "AMY1A",
+            "MAK",
+            "CEP135",
+            "ANKRD27",
+            "ARHGEF28",
+            "AGAP1",
+            "AMIGO1",
+            "AHCYL1",
+            "ELFN1",
+            "AASDH",
+            "CHDH",
+            "TMEM120A",
+            "ANXA1",
+            "KRIT1",
+            "FAF2",
+            "ADNP",
+            "ADIPOR2",
+            "HTATSF1P2",
+            "TRA2B",
+            "ATP2C1",
+            "ATXN3",
+            "SLC25A30",
+            "EPHB6",
+            "FAM24B",
+            "CREB3L1",
+            "RABL6",
+            "MLLT10",
+            "MARCHF2",
+            "NBEAL1",
+            "AGMAT",
+            "RBMS3-AS3",
+            "NDUFV3",
+            "UBXN11",
+            "CFAP70",
+            "BIRC6",
+            "BAD",
+            "MID1IP1",
+            "TARBP1",
+            "ZCCHC24",
+            "AGAP9",
+            "ATOX1",
+            "AK3",
+            "AGBL5",
+            "RASA4CP",
+            "PRDM15",
+            "SYVN1",
+            "NAB2",
+            "VAMP4",
+            "MAFIP",
+            "SYT15",
+            "SNORD35B",
+            "BMS1P1",
+            "FBXO46",
+            "SCAPER",
+            "GSTT1",
+            "NPHP1",
+            "VIRMA",
+            "ANKDD1A",
+            "SLC25A44",
+            "CTXN1",
+            "NR2F6",
+            "TAPT1",
+            "DUSP8",
+            "EYA1",
+            "TMTC3",
+            "FBXL14",
+            "MEG8",
+            "ZC3H14",
+            "CIART",
+            "APMAP",
+            "RAB30-DT",
+            "ADAMTS10",
+            "RWDD2A",
+            "RXFP2",
+            "CD59",
+            "AGPAT3",
+            "ALAS1",
+            "MIR6751",
+            "ZNF829",
+            "CSGALNACT2",
+            "WDR31",
+            "LRRC37A2",
+            "SCRG1",
+            "DPYSL3",
+            "MKKS",
+            "RFX3",
+            "HELZ",
+            "TMEM143",
+            "SGSM3",
+            "CANX",
+            "ARHGAP11A",
+            "CHMP4B",
+            "EFHC1",
+            "RNF185",
+            "TMEM35A",
+            "COL15A1",
+            "CARD6",
+            "GRHL1",
+            "INTS3",
+            "PSPH",
+            "KCNS3",
+            "ARHGAP18",
+            "ICAM2",
+            "NXF1",
+            "CASP10",
+            "PEX16",
+            "GALNS",
+            "CPNE3",
+            "COX7C",
+            "ZCCHC3",
+            "ANGEL1",
+            "NHEJ1",
+            "SMARCA1",
+            "FRAS1",
+            "DYNLRB2",
+            "DNAAF9",
+            "ADAR",
+            "MYOCD",
+            "COL13A1",
+            "CEBPB",
+            "SNTB1",
+            "EIF4H",
+            "TPRG1L",
+            "CCNH",
+            "AMY1B"
+        ],
+        "Coefficient": [
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+            "jaccard": 0.5773038517489408
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Obesity.json

@@ -0,0 +1,864 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ADAM17",
+            "ARL5A",
+            "ANKRD13C-DT",
+            "ADAMTS2",
+            "ADAT1",
+            "C22orf39",
+            "AQR",
+            "ACP6",
+            "ADPRM",
+            "FOXL1",
+            "CNDP2",
+            "AGAP10P",
+            "RFPL1S",
+            "AGPS",
+            "AS3MT",
+            "ALG5",
+            "AKAP8",
+            "APC",
+            "ZNF253",
+            "FAM193A",
+            "ATP9A",
+            "APOLD1",
+            "FBXO4",
+            "AGL",
+            "AJAP1",
+            "AP1S1",
+            "BLOC1S5",
+            "GEMIN8",
+            "AP3B1",
+            "ANKRD40",
+            "AAMDC",
+            "ANAPC7",
+            "AKAP10",
+            "AGTPBP1",
+            "RAB12",
+            "CD2AP",
+            "ATF6",
+            "HNRNPA1P10",
+            "APTX",
+            "CASP7",
+            "AP4E1",
+            "HSPH1",
+            "BANP",
+            "FAM89A",
+            "ADK",
+            "CEP57L1",
+            "CMAS",
+            "AKAP9",
+            "CEP135",
+            "ARL15",
+            "CHMP6",
+            "BRCA1",
+            "DMAC1",
+            "ATP5IF1",
+            "ARHGEF12",
+            "ATP5PB",
+            "ABCA2",
+            "DPYSL4",
+            "BHLHE22",
+            "AMY1A",
+            "ARV1",
+            "DIABLO",
+            "ARHGEF5",
+            "RBM10",
+            "ABI1",
+            "TRA2B",
+            "ANAPC13",
+            "NCBP2",
+            "AK3",
+            "ARAP2",
+            "PHKA1",
+            "RBM4",
+            "ACTR8",
+            "CCDC80",
+            "CDH6",
+            "ALG11",
+            "CLUAP1",
+            "ADIRF-AS1",
+            "AHNAK",
+            "AGMAT",
+            "CEP192",
+            "NR2F6",
+            "CEP95",
+            "B3GLCT",
+            "ADIPOR2",
+            "CSK",
+            "CCDST",
+            "C2",
+            "ABCB10",
+            "AP3S1",
+            "MALAT1",
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+            "HNRNPA1L2",
+            "CKLF-CMTM1",
+            "COG7",
+            "ACBD5",
+            "ABHD12",
+            "ANKZF1",
+            "DENND5A",
+            "KCNAB1",
+            "CRYBB2",
+            "TMED5",
+            "ADD3",
+            "RFX5",
+            "CDKAL1",
+            "AK9",
+            "MCM3AP",
+            "VAMP4",
+            "AGK",
+            "DPP9",
+            "ATP6V1E2",
+            "ACTR6",
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+            "HFE",
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+            "ATP2C1",
+            "MSS51",
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+            "CREM",
+            "CFAP70",
+            "HCG4",
+            "CA2",
+            "FBXO16",
+            "PRAC1",
+            "CENPBD1P",
+            "PEX7",
+            "ZNF101",
+            "AKR7A2",
+            "ZNF263",
+            "DNAJC19",
+            "GGPS1",
+            "BTRC",
+            "CDO1",
+            "BROX",
+            "ATP5F1A",
+            "HHIPL2",
+            "SLC25A12",
+            "R3HCC1L",
+            "CNPY3",
+            "ARHGAP11A",
+            "AKTIP",
+            "ADAR",
+            "DHX36",
+            "CAPRIN1",
+            "ASAH1",
+            "AGPAT4",
+            "HELZ",
+            "GSTT1",
+            "VNN1",
+            "AFTPH",
+            "ALKBH2",
+            "ANOS1",
+            "STX18-AS1",
+            "MCTP2",
+            "ANKRD20A1",
+            "BRAF",
+            "DYNLRB2",
+            "MAK",
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+            "EMB",
+            "ELL3",
+            "NAA30",
+            "SYT15",
+            "FAF2",
+            "ELOVL5",
+            "ENKD1",
+            "ING5",
+            "KRIT1",
+            "AMACR",
+            "CHORDC1",
+            "CARINH",
+            "CNN1",
+            "MYOCD",
+            "PDZK1IP1",
+            "N6AMT1",
+            "ATP8B2",
+            "AMBRA1",
+            "CHST2",
+            "NPTX2",
+            "AGAP5",
+            "RNPS1",
+            "ALKBH3",
+            "BCDIN3D",
+            "SNTB1",
+            "MIR3917",
+            "GOLGA8A",
+            "SCAPER",
+            "MKKS",
+            "GAREM2",
+            "CFAP263",
+            "MIR612",
+            "CHMP4B",
+            "POLR3GL",
+            "AKAP17A",
+            "C6orf62",
+            "RNF185",
+            "MED28",
+            "BCL9",
+            "ARPC1A",
+            "TXNDC9",
+            "HSP90AA1",
+            "ARHGEF10L",
+            "MLLT10",
+            "ENPP1",
+            "DENND4A",
+            "ZNF70",
+            "FST",
+            "CLN5",
+            "NETO2",
+            "NFS1",
+            "SLC39A9",
+            "PRELID2",
+            "STRN",
+            "KIF13A",
+            "VKORC1L1",
+            "AGAP9",
+            "ALG3",
+            "CCL26",
+            "SUPT7L",
+            "ACOT1",
+            "NEFH",
+            "B9D1",
+            "SLC25A44",
+            "CTSO",
+            "LRP10",
+            "BAD",
+            "SFPQ",
+            "NT5C3B",
+            "EDNRB",
+            "BUD23",
+            "F2R",
+            "RPL37A",
+            "DNAJC18",
+            "PLCB4",
+            "CHRAC1",
+            "APPL1",
+            "ALDH9A1",
+            "ITPA",
+            "PAX9",
+            "ZNF835",
+            "PMS2",
+            "B3GALT5",
+            "KCNS3",
+            "BAIAP2",
+            "ROR2",
+            "SOS2",
+            "SACM1L",
+            "KLKB1",
+            "BMI1",
+            "TRABD",
+            "SYVN1",
+            "ARPC4",
+            "RAB30-DT",
+            "RBMS3-AS3",
+            "AKAP11",
+            "COL13A1",
+            "NEAT1",
+            "TMEM35A",
+            "FAM200C",
+            "DENND1A",
+            "GALNS",
+            "C1orf174",
+            "ZFP41",
+            "CEP89",
+            "PHKB",
+            "DUSP8",
+            "PMS2CL"
+        ],
+        "Coefficient": [
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+}

p3/regress/Osteoarthritis/significant_genes_condition_Obsessive-Compulsive_Disorder.json

@@ -0,0 +1,918 @@
+{
+    "significant_genes": {
+        "Variable": [
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+            "ADAM17",
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+            "FAM193A",
+            "AKAP10",
+            "ATP9A",
+            "BANP",
+            "AJAP1",
+            "HFE",
+            "CNDP2",
+            "AGTPBP1",
+            "ARL15",
+            "CASP7",
+            "VPS26C",
+            "RAB12",
+            "CMAS",
+            "ADK",
+            "ARHGEF5",
+            "ARHGEF12",
+            "ZNF701",
+            "ATF6",
+            "ARV1",
+            "ATP5PB",
+            "AP4E1",
+            "RBM4",
+            "N6AMT1",
+            "HOXD10",
+            "DPYSL4",
+            "ANKRD20A1",
+            "CREM",
+            "ANAPC7",
+            "B3GALT5",
+            "BMI1",
+            "CLUAP1",
+            "RBM10",
+            "ACO1",
+            "ACTR6",
+            "HSPH1",
+            "TMEM263",
+            "MIS12",
+            "ZNF253",
+            "CCDC8",
+            "EML5",
+            "DPY19L1",
+            "KPNA5",
+            "ARHGEF18",
+            "ENKD1",
+            "ERMAP",
+            "PDCD6",
+            "ANKRD40",
+            "C6orf47",
+            "AP3B1",
+            "MALAT1",
+            "B3GLCT",
+            "BHLHE22",
+            "AMACR",
+            "CKLF-CMTM1",
+            "ABCA2",
+            "BRCA1",
+            "APELA",
+            "CRYBB2",
+            "CCDC80",
+            "CCT6B",
+            "AHNAK",
+            "ARAP2",
+            "NR2F2",
+            "AAMDC",
+            "APTX",
+            "AGPAT4",
+            "AKAP17A",
+            "SOS2",
+            "ABHD5",
+            "ANKZF1",
+            "ANKRD6",
+            "ELL3",
+            "ATP1A1-AS1",
+            "SACM1L",
+            "NPTX2",
+            "ABCA8",
+            "CARINH",
+            "COMMD8",
+            "CENPBD1P",
+            "AMIGO3",
+            "FBXO4",
+            "HNRNPA1P10",
+            "OR7E47P",
+            "B3GNTL1",
+            "ADCK1",
+            "C16orf46",
+            "CBLN3",
+            "FAM89A",
+            "NCBP2",
+            "OSCP1",
+            "SLC39A9",
+            "MIR3917",
+            "CDO1",
+            "MCTP2",
+            "SHOX",
+            "MTMR6",
+            "DIABLO",
+            "C6orf62",
+            "INPP5E",
+            "ATP6V1E2",
+            "BAIAP2",
+            "COG7",
+            "AK9",
+            "EEF1AKMT3",
+            "ANOS1",
+            "ATP6V1D",
+            "FBXO16",
+            "CDV3",
+            "TXNDC9",
+            "RPS10P2",
+            "ELAC1",
+            "ARMCX5",
+            "ELOVL5",
+            "GMPS",
+            "HUWE1",
+            "C1orf174",
+            "H2AC8",
+            "DUSP7",
+            "AGAP5",
+            "ADARB1",
+            "EPB41L1",
+            "CNBP",
+            "RGS12",
+            "BCAP31",
+            "BTRC",
+            "PDZK1IP1",
+            "CKLF",
+            "EDNRB",
+            "EMB",
+            "CRNKL1",
+            "PITHD1",
+            "IDI1",
+            "CEP57L1",
+            "BRINP1",
+            "DNAJC18",
+            "AMY1A",
+            "ACTL6A",
+            "AKR1A1",
+            "TRIM45",
+            "RNPS1",
+            "CNOT6L",
+            "AGAP1",
+            "FBXL3",
+            "SPATA2",
+            "MAK",
+            "ANKRD27",
+            "NAA15",
+            "AMIGO1",
+            "ARHGEF28",
+            "ANXA1",
+            "CEP135",
+            "AHCYL1",
+            "ELFN1",
+            "FAF2",
+            "CHDH",
+            "AASDH",
+            "KRIT1",
+            "ADNP",
+            "TMEM120A",
+            "TRA2B",
+            "SLC25A30",
+            "HTATSF1P2",
+            "ADIPOR2",
+            "AGMAT",
+            "EPHB6",
+            "CREB3L1",
+            "ATP2C1",
+            "RABL6",
+            "ATXN3",
+            "FAM24B",
+            "MARCHF2",
+            "NBEAL1",
+            "MLLT10",
+            "UBXN11",
+            "TARBP1",
+            "NDUFV3",
+            "BAD",
+            "RBMS3-AS3",
+            "MID1IP1",
+            "AGBL5",
+            "ZCCHC24",
+            "BIRC6",
+            "CFAP70",
+            "ATOX1",
+            "AGAP9",
+            "FBXO46",
+            "RASA4CP",
+            "AK3",
+            "NAB2",
+            "PRDM15",
+            "SYT15",
+            "MAFIP",
+            "ANKDD1A",
+            "SYVN1",
+            "VAMP4",
+            "BMS1P1",
+            "SNORD35B",
+            "DUSP8",
+            "SCAPER",
+            "NPHP1",
+            "SLC25A44",
+            "CTXN1",
+            "TAPT1",
+            "TMTC3",
+            "NR2F6",
+            "APMAP",
+            "ZC3H14",
+            "MEG8",
+            "CD59",
+            "RWDD2A",
+            "EYA1",
+            "RXFP2",
+            "ALAS1",
+            "RAB30-DT",
+            "FBXL14",
+            "CIART",
+            "VIRMA",
+            "CSGALNACT2",
+            "WDR31",
+            "HELZ",
+            "ZNF829",
+            "MIR6751",
+            "MKKS",
+            "SCRG1",
+            "LRRC37A2",
+            "ADAMTS10",
+            "RFX3",
+            "TMEM143",
+            "GSTT1",
+            "AGPAT2",
+            "SGSM3",
+            "DPYSL3",
+            "ANGEL1",
+            "ARHGAP11A",
+            "TMEM35A",
+            "CHMP4B",
+            "INTS3",
+            "EFHC1",
+            "AGPAT3",
+            "CARD6",
+            "RNF185",
+            "SLC24A1",
+            "GRHL1",
+            "COL15A1",
+            "ADAR",
+            "SMARCA1",
+            "CANX",
+            "COL13A1",
+            "PSPH",
+            "ARHGAP18",
+            "NXF1",
+            "EIF4H",
+            "KCNS3",
+            "CASP10",
+            "ZCCHC3",
+            "PEX16",
+            "ICAM2",
+            "COX7C",
+            "GALNS",
+            "NHEJ1",
+            "FRAS1",
+            "ATP5F1A",
+            "DNAAF9",
+            "CEBPB",
+            "CPNE3",
+            "DYNLRB2",
+            "TPRG1L",
+            "CCNH",
+            "AMY1B"
+        ],
+        "Coefficient": [
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+            -4.674333024834653e-06,
+            -2.825554590267987e-06,
+            -1.3605674321386727e-19
+        ],
+        "Absolute Coefficient": [
+            0.07909860017102188,
+            0.060757682569512125,
+            0.05014439528097021,
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+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Obstructive_sleep_apnea.json

@@ -0,0 +1,387 @@
+{
+    "significant_genes": {
+        "Variable": [
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+    },
+    "cv_performance": {
+        "prediction": {
+            "accuracy": 98.0,
+            "precision": 96.0,
+            "recall": 100.0,
+            "f1": 97.77777777777779
+        },
+        "selection": {
+            "precision": 0.9921180353329451,
+            "recall": 0.7751937984496124,
+            "f1": 0.8703312382826336,
+            "jaccard": 0.43860657197485187
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Polycystic_Ovary_Syndrome.json

@@ -0,0 +1,903 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ARL5A",
+            "ATXN7L1",
+            "APC",
+            "ANKRD13C-DT",
+            "AKAP9",
+            "APOLD1",
+            "ADIRF-AS1",
+            "ACBD3",
+            "C22orf39",
+            "AQR",
+            "ADAMTS2",
+            "CSK",
+            "ADAT1",
+            "AJAP1",
+            "ARHGEF12",
+            "AS3MT",
+            "PDCD6",
+            "AADAT",
+            "AGPS",
+            "ABLIM1",
+            "ADPRM",
+            "ACP6",
+            "ACO1",
+            "RFPL1S",
+            "ANKRD40",
+            "ANKRD6",
+            "ANAPC7",
+            "AGAP10P",
+            "AKAP8",
+            "ABCA2",
+            "C6orf47",
+            "TMEM120A",
+            "HSPH1",
+            "GEMIN8",
+            "RBM10",
+            "L1CAM",
+            "CNBP",
+            "ANKRD20A1",
+            "ADAM17",
+            "ATP5PB",
+            "COX11",
+            "ZNF701",
+            "AP4E1",
+            "FOXL1",
+            "ABCE1",
+            "ADK",
+            "AP1S1",
+            "DPYSL4",
+            "ABHD5",
+            "ZNF253",
+            "H2BC4",
+            "EML5",
+            "B3GALT5",
+            "SCAPER",
+            "ALG5",
+            "ADAM33",
+            "BANP",
+            "AMACR",
+            "BMI1",
+            "ATP9A",
+            "CFAP263",
+            "AAMDC",
+            "RBM4",
+            "CASP7",
+            "ADAM19",
+            "DIABLO",
+            "APELA",
+            "ARV1",
+            "AGTPBP1",
+            "BCAP31",
+            "CRNKL1",
+            "CCDC80",
+            "FAM193A",
+            "MAK",
+            "APMAP",
+            "AGL",
+            "C16orf46",
+            "CEP57L1",
+            "NR2F2",
+            "CNDP2",
+            "ARL15",
+            "HFE",
+            "CRYBB2",
+            "C2",
+            "AHNAK",
+            "AKAP10",
+            "AK3",
+            "PHF21A",
+            "CCT6B",
+            "HOXD10",
+            "TMEM143",
+            "ABHD11",
+            "ARHGEF5",
+            "CARINH",
+            "ALDH3A1",
+            "KPNA5",
+            "COG7",
+            "CNN1",
+            "EPHB6",
+            "CIART",
+            "FAM89A",
+            "AMIGO3",
+            "BLOC1S5",
+            "CKLF",
+            "TSPY26P",
+            "ANKZF1",
+            "ADSS1",
+            "OR7E47P",
+            "ANK3",
+            "ENKD1",
+            "AGBL5",
+            "AGMAT",
+            "CDO1",
+            "PTCHD3P1",
+            "BMPR1A",
+            "H2AC8",
+            "NEMP2",
+            "DENR",
+            "CLCN6",
+            "CDKN2C",
+            "ARHGEF28",
+            "NPTX2",
+            "ATF6",
+            "VPS26C",
+            "MLLT10",
+            "ATP5IF1",
+            "TXNDC9",
+            "AGPAT4",
+            "DENND5A",
+            "TMTC3",
+            "B3GLCT",
+            "CHRAC1",
+            "POGLUT2",
+            "BMS1P1",
+            "DHRSX",
+            "CNPY3",
+            "FNDC3B",
+            "APBA3",
+            "SYVN1",
+            "MEG8",
+            "TRA2B",
+            "GMPS",
+            "TMEM263",
+            "N6AMT1",
+            "CBLN3",
+            "EEF1AKMT3",
+            "ADARB1",
+            "FBXL3",
+            "RAB12",
+            "MIR3917",
+            "PDZK1IP1",
+            "FBXL14",
+            "ACOX3",
+            "CEP44",
+            "GSTT1",
+            "SOS2",
+            "ANKDD1A",
+            "FBXO4",
+            "CREM",
+            "MIR6751",
+            "AGPAT3",
+            "PLEKHO1",
+            "IDI1",
+            "SLC39A9",
+            "SNORD35B",
+            "FBXO16",
+            "MLLT6",
+            "PPP2R3C",
+            "INMT",
+            "ADGRA2",
+            "SAFB",
+            "BROX",
+            "CFAP70",
+            "BRIX1",
+            "OSCP1",
+            "DEFB1",
+            "AMBRA1",
+            "MCTP2",
+            "SLC25A44",
+            "CDK10",
+            "C3orf33",
+            "BRINP1",
+            "ZNF101",
+            "FASTKD1",
+            "LRRC37A2",
+            "AKR1A1",
+            "KLF13",
+            "ZCCHC24",
+            "SACM1L",
+            "MIR612",
+            "CHDH",
+            "KCNS3",
+            "ABCC1",
+            "BHLHE22",
+            "LHPP",
+            "ERMAP",
+            "ABHD17C",
+            "H3C3",
+            "ADAMTS10",
+            "CENPBD1P",
+            "LRRC8A",
+            "MIRLET7D",
+            "MALAT1",
+            "ARFRP1",
+            "C12orf43",
+            "NPHP1",
+            "SCRG1",
+            "ACOT9",
+            "TPRG1L",
+            "OR2A1-AS1",
+            "DLK1",
+            "TDRD10",
+            "HELZ",
+            "TARBP1",
+            "GTPBP8",
+            "ERGIC2",
+            "WDR31",
+            "POMZP3",
+            "CERCAM",
+            "FAF2",
+            "CLUAP1",
+            "MARCHF2",
+            "NHLRC2",
+            "ELL3",
+            "ANXA1",
+            "TSPAN8",
+            "AMZ2P1",
+            "CLCN3",
+            "WWOX",
+            "C2orf74",
+            "ABCC3",
+            "KATNBL1",
+            "AGAP5",
+            "ZNF251",
+            "TAPT1",
+            "GDF11",
+            "KRT10-AS1",
+            "ABL1",
+            "ARHGEF18",
+            "DPY19L1",
+            "MRPL45",
+            "PPARA",
+            "VNN1",
+            "BHLHE41",
+            "AKAP17A",
+            "VAMP4",
+            "DCP2",
+            "SUSD1",
+            "EPB41L1",
+            "AP3B1",
+            "ALPK1",
+            "AGO3",
+            "PARS2",
+            "COL13A1",
+            "CKLF-CMTM1",
+            "GOLGA5",
+            "CCNJ",
+            "TMED5",
+            "EIF4H",
+            "ATP6V1B2",
+            "ENTPD1-AS1",
+            "FAM98B",
+            "H2BC6",
+            "SUPT4H1",
+            "C1orf50",
+            "ALKBH7",
+            "FAM184B",
+            "DIDO1",
+            "FRYL",
+            "NOTCH1",
+            "SHOX",
+            "VANGL2",
+            "CHMP4B",
+            "MAFIP",
+            "NKX3-2",
+            "TRMT12",
+            "MAP4",
+            "NBR2",
+            "CILP2",
+            "RNPS1",
+            "ADPGK",
+            "TEKT4P2",
+            "NAIP",
+            "ZNF263",
+            "PSPN",
+            "RPS26",
+            "PPP2R5D",
+            "MAP2",
+            "MADD",
+            "PPAT",
+            "COL18A1",
+            "AGAP9"
+        ],
+        "Coefficient": [
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+        "Absolute Coefficient": [
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+}

p3/regress/Osteoarthritis/significant_genes_condition_Post-Traumatic_Stress_Disorder.json

@@ -0,0 +1,264 @@
+{
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+}

p3/regress/Osteoarthritis/significant_genes_condition_Prostate_Cancer.json

@@ -0,0 +1,864 @@
+{
+    "significant_genes": {
+        "Variable": [
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+            "ABCB5",
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+            "AKAP9",
+            "KCNAB1",
+            "AJAP1",
+            "ALDH6A1",
+            "ARL15",
+            "NPTX2",
+            "ARHGEF12",
+            "ABHD5",
+            "AGL",
+            "CMAS",
+            "PDZK1IP1",
+            "MIS12",
+            "N6AMT1",
+            "FAM89A",
+            "AGTPBP1",
+            "AP3B1",
+            "ACOT1",
+            "ZNF253",
+            "MAP4K4",
+            "DIDO1",
+            "C16orf46",
+            "AKAP17A",
+            "ATP5IF1",
+            "CCDC80",
+            "ACE",
+            "CKLF-CMTM1",
+            "ANKRD6",
+            "ARAP2",
+            "KPNA5",
+            "NR2F2",
+            "FAM47E",
+            "COG7",
+            "EGR1",
+            "AGPAT4",
+            "CREM",
+            "MIR3917",
+            "OR7E47P",
+            "BMPR1A",
+            "ANKZF1",
+            "WWOX",
+            "MALAT1",
+            "ATP6V1D",
+            "EMB",
+            "DPYSL4",
+            "CCT6B",
+            "SLC25A30",
+            "ATOX1",
+            "ADNP",
+            "GSTT1",
+            "INPP5E",
+            "AGPAT2",
+            "CHDH",
+            "ACTR6",
+            "ARHGEF18",
+            "RBMS3-AS3",
+            "DBT",
+            "DPP9",
+            "GDPD3",
+            "ACTR8",
+            "C19orf18",
+            "CHMP4B",
+            "CLUAP1",
+            "ADIPOR2",
+            "IDI1",
+            "ARHGEF5",
+            "ABHD18",
+            "RBM10",
+            "H2AC8",
+            "HFE",
+            "CBLN3",
+            "DISC1",
+            "RPS10P2",
+            "MKKS",
+            "ANAPC13",
+            "EDNRB",
+            "OSCP1",
+            "HNRNPA1P10",
+            "BHLHE22",
+            "NCBP2",
+            "CDK10",
+            "ACTL6A",
+            "COMMD8",
+            "FBXL14",
+            "CEBPB",
+            "DAZAP2",
+            "AKR7A2",
+            "EEF1AKMT3",
+            "TRA2B",
+            "ARL6",
+            "BORA",
+            "ATP6V1E2",
+            "ESS2",
+            "ABCD3",
+            "AURKAP1",
+            "BAIAP2",
+            "RFX5",
+            "NR2F6",
+            "FBRSL1",
+            "MIR6751",
+            "AGBL5",
+            "ATP2C1",
+            "TMEM263",
+            "SPATA2",
+            "DIABLO",
+            "SACM1L",
+            "ARHGAP28",
+            "MID1IP1",
+            "ANKRD20A1",
+            "ENKD1",
+            "AMIGO3",
+            "BMS1P1",
+            "SCRG1",
+            "GALNS",
+            "FOXJ2",
+            "CRYBB2",
+            "DENND4A",
+            "TXNDC9",
+            "ABI1",
+            "H2BC6",
+            "C6orf62",
+            "INMT",
+            "BIRC6",
+            "RNPS1",
+            "CCDC8",
+            "AP3S1",
+            "KRIT1",
+            "SHOX",
+            "MON2",
+            "FAM184B",
+            "SGTB",
+            "SYVN1",
+            "DNAJC18",
+            "H3-3A",
+            "BROX",
+            "ZNF829",
+            "ANKRD40",
+            "GPN1",
+            "MIR1182",
+            "PTCHD3P1",
+            "ARFRP1",
+            "EIF4H",
+            "CSGALNACT2",
+            "MAK",
+            "CANX",
+            "ARPC4",
+            "CTTNBP2",
+            "CTXN1",
+            "PCGF2",
+            "L1CAM",
+            "EPS15L1",
+            "GTPBP6",
+            "GMPS",
+            "ATXN3",
+            "MCTP2",
+            "AK9",
+            "APTX",
+            "AK3",
+            "NDUFA8",
+            "AMY1A",
+            "FBXO16",
+            "NXF1",
+            "CASTOR3P",
+            "CCN5",
+            "KCNS3",
+            "DOK4",
+            "RAB30-DT",
+            "CNKSR2",
+            "CSKMT",
+            "ERGIC2",
+            "CNOT6L",
+            "ELOVL5",
+            "TMEM120A",
+            "BRIX1",
+            "NAT1",
+            "FBXO46",
+            "PYM1",
+            "CYFIP1",
+            "AGAP9",
+            "LRRC37A2",
+            "SCAPER",
+            "CYRIA",
+            "LINC01963",
+            "MEG8",
+            "PDP2",
+            "R3HCC1L",
+            "ARHGAP11A",
+            "AGAP5",
+            "FHIP2A",
+            "BCAP31",
+            "NAB2",
+            "ADH4",
+            "MAMDC2",
+            "ABCA2",
+            "EPB41L1",
+            "CUL1",
+            "COX11",
+            "NBR1",
+            "METTL21A",
+            "SNTB1",
+            "NHLRC2",
+            "AOX1",
+            "CAMKMT",
+            "PHF21A",
+            "TMEM143",
+            "MIR612",
+            "KCNS2",
+            "CELF2",
+            "MEG9",
+            "BBS10",
+            "CHRAC1",
+            "ACOT2",
+            "VAMP4",
+            "CLCC1",
+            "FGF7P6",
+            "MTMR6",
+            "ZCCHC24",
+            "SOS2",
+            "COG4",
+            "KIF2A",
+            "NT5C3B",
+            "RPS13",
+            "SLC6A6",
+            "ANKRD20A2P"
+        ],
+        "Coefficient": [
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+        "Absolute Coefficient": [
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+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Psoriasis.json

@@ -0,0 +1,882 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ARL5A",
+            "ADAM17",
+            "ADAT1",
+            "ADAMTS2",
+            "ANKRD13C-DT",
+            "AQR",
+            "ATXN7L1",
+            "APC",
+            "APOLD1",
+            "ADIRF-AS1",
+            "AS3MT",
+            "RFPL1S",
+            "CSK",
+            "ALG5",
+            "AP1S1",
+            "FOXL1",
+            "AGAP10P",
+            "ACP6",
+            "AGL",
+            "AGPS",
+            "CD2AP",
+            "C22orf39",
+            "ADPRM",
+            "AKAP8",
+            "BLOC1S5",
+            "GEMIN8",
+            "CNDP2",
+            "AKAP9",
+            "FAM193A",
+            "ATP9A",
+            "BANP",
+            "AKAP10",
+            "HFE",
+            "AGTPBP1",
+            "AJAP1",
+            "RAB12",
+            "ARHGEF5",
+            "DPYSL4",
+            "ADK",
+            "ARL15",
+            "HOXD10",
+            "ARV1",
+            "CMAS",
+            "ABCA8",
+            "ATP5PB",
+            "ARHGEF12",
+            "VPS26C",
+            "N6AMT1",
+            "CASP7",
+            "ATF6",
+            "ZNF701",
+            "ANAPC7",
+            "AP4E1",
+            "ANKRD20A1",
+            "PDCD6",
+            "RBM4",
+            "ERMAP",
+            "MIS12",
+            "RBM10",
+            "CLUAP1",
+            "B3GALT5",
+            "ARHGEF18",
+            "ACTR6",
+            "ACO1",
+            "HSPH1",
+            "ENKD1",
+            "ZNF253",
+            "EML5",
+            "AGPAT4",
+            "KPNA5",
+            "CCDC80",
+            "BMI1",
+            "TMEM263",
+            "BRCA1",
+            "MALAT1",
+            "CREM",
+            "ANKRD40",
+            "AKAP17A",
+            "FBXO4",
+            "C6orf47",
+            "CCDC8",
+            "DPY19L1",
+            "ABHD5",
+            "AMIGO3",
+            "AP3B1",
+            "ANKRD6",
+            "AHNAK",
+            "B3GLCT",
+            "BHLHE22",
+            "ABCA2",
+            "AMACR",
+            "ARAP2",
+            "APTX",
+            "CKLF-CMTM1",
+            "C16orf46",
+            "ATP6V1E2",
+            "CRYBB2",
+            "OSCP1",
+            "INPP5E",
+            "ATP1A1-AS1",
+            "AASDH",
+            "SLC39A9",
+            "H2AC8",
+            "SOS2",
+            "NCBP2",
+            "FAM89A",
+            "DIABLO",
+            "CBLN3",
+            "BAIAP2",
+            "EEF1AKMT3",
+            "ELL3",
+            "ADARB1",
+            "AAMDC",
+            "COMMD8",
+            "CARINH",
+            "NR2F2",
+            "CCT6B",
+            "HNRNPA1P10",
+            "SACM1L",
+            "ADCK1",
+            "RPS10P2",
+            "NPTX2",
+            "ACTL6A",
+            "BCAP31",
+            "AMY1A",
+            "APELA",
+            "B3GNTL1",
+            "MIR3917",
+            "ELAC1",
+            "COG7",
+            "CDO1",
+            "ADNP",
+            "MTMR6",
+            "CENPBD1P",
+            "SHOX",
+            "OR7E47P",
+            "BTRC",
+            "ATP6V1D",
+            "GMPS",
+            "ANKZF1",
+            "CNBP",
+            "MCTP2",
+            "SYVN1",
+            "ANKRD27",
+            "PDZK1IP1",
+            "C6orf62",
+            "AK9",
+            "TXNDC9",
+            "FBXL3",
+            "SPATA2",
+            "HUWE1",
+            "CDV3",
+            "FBXO16",
+            "ANOS1",
+            "ADAMTS10",
+            "ATXN3",
+            "ELFN1",
+            "ELOVL5",
+            "EDNRB",
+            "C1orf174",
+            "EPB41L1",
+            "TARBP1",
+            "ATP5IF1",
+            "CKLF",
+            "RGS12",
+            "SCRG1",
+            "EMB",
+            "NAA15",
+            "AGAP5",
+            "RABL6",
+            "CEP57L1",
+            "CFAP70",
+            "CREB3L1",
+            "FAM24B",
+            "DNAJC18",
+            "BRINP1",
+            "TRIM45",
+            "DUSP7",
+            "HTATSF1P2",
+            "MAK",
+            "TRA2B",
+            "DPYSL3",
+            "AKR1A1",
+            "KRIT1",
+            "ANKDD1A",
+            "TMEM35A",
+            "BIRC6",
+            "IDI1",
+            "NDUFV3",
+            "CHDH",
+            "AMIGO1",
+            "AGPAT3",
+            "POLR3GL",
+            "SCAPER",
+            "HELZ",
+            "RAB30-DT",
+            "ZCCHC24",
+            "ATP2C1",
+            "NR2F6",
+            "AGAP9",
+            "ADIPOR2",
+            "ACYP1",
+            "EPHB6",
+            "UBXN11",
+            "TMEM120A",
+            "AGAP1",
+            "VAMP4",
+            "MIR6751",
+            "ARHGEF28",
+            "MSS51",
+            "NAB2",
+            "CHMP4B",
+            "NXF1",
+            "AKR7A2",
+            "ATOX1",
+            "RASA4CP",
+            "EFHC1",
+            "CEP135",
+            "SLC25A44",
+            "RXFP2",
+            "ARMCX5",
+            "TMEM143",
+            "ARHGAP11A",
+            "KCNS2",
+            "INTS3",
+            "WDR31",
+            "EYA1",
+            "ZC3H14",
+            "WNT16",
+            "AGBL5",
+            "DUSP8",
+            "GALNS",
+            "BMS1P1",
+            "AGMAT",
+            "FBXO46",
+            "NPHP1",
+            "AK3",
+            "RPL37A",
+            "PITHD1",
+            "CD59",
+            "AGPAT2",
+            "HCG4",
+            "NBEAL1",
+            "AURKAP1",
+            "RFX3",
+            "RBMS3-AS3",
+            "ADAR",
+            "DYSF",
+            "SYT15",
+            "ARHGAP18",
+            "MAFIP",
+            "ACSL1",
+            "ATP23",
+            "CUL1",
+            "MYOCD",
+            "GDPD3",
+            "MLLT10",
+            "ESR1",
+            "SMARCA1",
+            "FRAS1",
+            "GRHL1",
+            "CRNKL1",
+            "DNAAF9",
+            "CLCC1",
+            "CIART",
+            "KCNS3",
+            "SGSM3",
+            "DYNLRB2",
+            "CSGALNACT2",
+            "ADD3-AS1",
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+            "CARD6",
+            "EP300",
+            "SLC24A1",
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+            "ATP5F1A",
+            "ING5",
+            "LRRC37A2",
+            "MIRLET7D",
+            "RGS4",
+            "GDA",
+            "USP36"
+        ],
+        "Coefficient": [
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+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Schizophrenia.json

@@ -0,0 +1,903 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ARL5A",
+            "ADAM17",
+            "ADAMTS2",
+            "ADAT1",
+            "AQR",
+            "ANKRD13C-DT",
+            "APC",
+            "ADIRF-AS1",
+            "CSK",
+            "ATXN7L1",
+            "APOLD1",
+            "AP1S1",
+            "AS3MT",
+            "ACP6",
+            "RFPL1S",
+            "ALG5",
+            "C22orf39",
+            "AGAP10P",
+            "ADPRM",
+            "AGL",
+            "AGPS",
+            "CD2AP",
+            "FAM193A",
+            "AJAP1",
+            "FOXL1",
+            "BLOC1S5",
+            "AKAP8",
+            "AGTPBP1",
+            "GEMIN8",
+            "BANP",
+            "ARHGEF12",
+            "AKAP9",
+            "AKAP10",
+            "ATF6",
+            "ACO1",
+            "RBM4",
+            "ATP9A",
+            "ARL15",
+            "HFE",
+            "CREM",
+            "CNDP2",
+            "CASP7",
+            "DPYSL4",
+            "ANAPC7",
+            "ARV1",
+            "RAB12",
+            "N6AMT1",
+            "ADK",
+            "ARHGEF18",
+            "ZNF701",
+            "B3GALT5",
+            "ATP5PB",
+            "MIS12",
+            "VPS26C",
+            "HOXD10",
+            "ANKRD20A1",
+            "RBM10",
+            "TMEM263",
+            "CMAS",
+            "AP4E1",
+            "BMI1",
+            "ERMAP",
+            "APELA",
+            "DPY19L1",
+            "BHLHE22",
+            "ENKD1",
+            "KPNA5",
+            "AMACR",
+            "C6orf47",
+            "ARAP2",
+            "AAMDC",
+            "BRCA1",
+            "CCDC8",
+            "CLUAP1",
+            "HSPH1",
+            "ELOVL5",
+            "ABHD5",
+            "ABCA2",
+            "EML5",
+            "APTX",
+            "AP3B1",
+            "CKLF-CMTM1",
+            "COMMD8",
+            "ARHGEF5",
+            "AGPAT4",
+            "ACTR6",
+            "MALAT1",
+            "ANKRD40",
+            "CCT6B",
+            "ZNF253",
+            "CCDC80",
+            "AK9",
+            "FAM89A",
+            "SOS2",
+            "B3GNTL1",
+            "CRYBB2",
+            "ADCK1",
+            "ANKZF1",
+            "SLC39A9",
+            "C6orf62",
+            "ELL3",
+            "OSCP1",
+            "CEP57L1",
+            "CARINH",
+            "EMB",
+            "NPTX2",
+            "AMIGO3",
+            "SACM1L",
+            "ATP1A1-AS1",
+            "ANKRD6",
+            "DUSP7",
+            "CBLN3",
+            "COG7",
+            "AHNAK",
+            "CENPBD1P",
+            "AGMAT",
+            "MCTP2",
+            "MTMR6",
+            "ACTL6A",
+            "DENND5A",
+            "SHOX",
+            "C16orf46",
+            "B3GLCT",
+            "NR2F2",
+            "C1orf174",
+            "ADAMTS10",
+            "GMPS",
+            "ATP6V1E2",
+            "FAF2",
+            "NCBP2",
+            "TXNDC9",
+            "ATOX1",
+            "MIR3917",
+            "KCNS2",
+            "ARHGEF28",
+            "BRINP1",
+            "TRA2B",
+            "CHMP6",
+            "EDNRB",
+            "FBXO4",
+            "AGBL5",
+            "ATP6V1D",
+            "CDV3",
+            "MYOCD",
+            "AKAP17A",
+            "EEF1AKMT3",
+            "MAK",
+            "TMEM120A",
+            "HUWE1",
+            "NAB2",
+            "CDO1",
+            "IDI1",
+            "NR2F6",
+            "ADNP",
+            "ARMCX5",
+            "PDZK1IP1",
+            "ELAC1",
+            "BTRC",
+            "SYVN1",
+            "FBXL3",
+            "FBXO16",
+            "DIABLO",
+            "MGST3",
+            "INPP5E",
+            "AGPAT3",
+            "CUL1",
+            "TMTC3",
+            "PITHD1",
+            "VAMP4",
+            "RPS10P2",
+            "SLC25A44",
+            "ABLIM1",
+            "MARCHF2",
+            "PDCD6",
+            "RGS12",
+            "NAA15",
+            "LRRC37A2",
+            "KRIT1",
+            "RBMS3-AS3",
+            "ATXN3",
+            "CKLF",
+            "ADAR",
+            "ANGEL1",
+            "TARBP1",
+            "MLLT10",
+            "MAP4K4",
+            "HTATSF1P2",
+            "FAM24B",
+            "ANKDD1A",
+            "RFX5",
+            "CNOT6L",
+            "AK3",
+            "DNAJC18",
+            "NPHP1",
+            "OR7E47P",
+            "SPATA2",
+            "RABL6",
+            "BCAP31",
+            "SYT15",
+            "AGAP9",
+            "CXCL3",
+            "AGAP1",
+            "EYA1",
+            "C19orf18",
+            "BAIAP2",
+            "ALDH3A1",
+            "MIR6751",
+            "CEP135",
+            "SCAPER",
+            "AHCYL1",
+            "DNAJC19",
+            "AGAP5",
+            "RNF185",
+            "DPYSL3",
+            "HGSNAT",
+            "ELFN1",
+            "ICAM2",
+            "CHRAC1",
+            "AKR1A1",
+            "RAB30-DT",
+            "RNF113A",
+            "HNRNPH2",
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+            "UBXN11",
+            "ZNF829",
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+            "POLR3GL",
+            "RWDD2A",
+            "CFAP70",
+            "DUSP8",
+            "EFHC1",
+            "BCL9",
+            "GABARAP",
+            "BMS1P1",
+            "ATP5F1A",
+            "ATP5MG",
+            "EPB41L1",
+            "GPX8",
+            "NBEAL1",
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+            "BAD",
+            "SNTB1",
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+            "ZCCHC24",
+            "ZC3H14",
+            "CRYL1",
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+            "CSGALNACT2",
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+            "ASH1L-AS1",
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+        "Absolute Coefficient": [
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+            "jaccard": 0.6692462733157254
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Stroke.json

@@ -0,0 +1,909 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "APC",
+            "ADAMTS2",
+            "CSK",
+            "ARL5A",
+            "ALG5",
+            "AQR",
+            "ATXN7L1",
+            "ANKRD13C-DT",
+            "AS3MT",
+            "AKAP9",
+            "AP1S1",
+            "ADAT1",
+            "AGPS",
+            "AKAP10",
+            "ADIRF-AS1",
+            "BANP",
+            "AGPAT4",
+            "AGL",
+            "C22orf39",
+            "ZNF701",
+            "CRNKL1",
+            "ARL15",
+            "CD2AP",
+            "COG7",
+            "ADAM17",
+            "FOXL1",
+            "AKAP8",
+            "ADK",
+            "ANKRD40",
+            "BHLHE22",
+            "C1orf174",
+            "RBM10",
+            "DPY19L1",
+            "ARV1",
+            "AGAP10P",
+            "CNDP2",
+            "C6orf47",
+            "ARHGEF5",
+            "CENPBD1P",
+            "DPYSL4",
+            "SYT15",
+            "GEMIN8",
+            "ATF6",
+            "BLOC1S5",
+            "ADAMTS10",
+            "FAM193A",
+            "CASP7",
+            "ABCA8",
+            "RAB12",
+            "RFPL1S",
+            "CLUAP1",
+            "HFE",
+            "ANAPC7",
+            "TMEM263",
+            "IDI1",
+            "AGPAT2",
+            "ACYP1",
+            "INPP5E",
+            "ACP6",
+            "DIABLO",
+            "B3GALT5",
+            "AP4E1",
+            "N6AMT1",
+            "MSS51",
+            "APOLD1",
+            "ANKDD1A",
+            "ATP9A",
+            "CCDC8",
+            "ERMAP",
+            "ABHD5",
+            "HOXD10",
+            "NAB2",
+            "ACO1",
+            "ADCK1",
+            "KPNA5",
+            "CDO1",
+            "AGTPBP1",
+            "RNPS1",
+            "ATP5PB",
+            "VPS26C",
+            "MGST3",
+            "AGAP1",
+            "AAMDC",
+            "MED28",
+            "C2",
+            "HSPH1",
+            "ARMCX5",
+            "ADPRM",
+            "TXNDC9",
+            "CHRAC1",
+            "AMACR",
+            "GSTT1",
+            "ALG10",
+            "ADAMTS17",
+            "CMAS",
+            "SHOX",
+            "ENKD1",
+            "CKLF",
+            "ADNP",
+            "B3GLCT",
+            "MCTP2",
+            "WWOX",
+            "DCAF16",
+            "AKAP17A",
+            "ANXA1",
+            "TDRD10",
+            "CKLF-CMTM1",
+            "DCP2",
+            "CCL26",
+            "APEH",
+            "AK3",
+            "SLC25A30",
+            "POLG2",
+            "EML5",
+            "TARBP1",
+            "ACOT9",
+            "TMEM143",
+            "APTX",
+            "CBLN3",
+            "AP3B1",
+            "CDK16",
+            "CARD6",
+            "ZNF253",
+            "EEF1AKMT3",
+            "ATP6V1E2",
+            "RNF185",
+            "ASAH1",
+            "ANGPTL4",
+            "NCBP2",
+            "SNORD35B",
+            "CNOT6L",
+            "CCDC80",
+            "ELOVL5",
+            "ADGRL1",
+            "H2AC8",
+            "CHMP4B",
+            "FBXO4",
+            "RXFP2",
+            "VIRMA",
+            "DPYSL3",
+            "TMEM120A",
+            "CLCN6",
+            "EMB",
+            "AMBRA1",
+            "C16orf46",
+            "ATXN3",
+            "AURKAP1",
+            "OR7E47P",
+            "ELL3",
+            "CEBPB",
+            "DIP2A",
+            "BNIP2",
+            "ARL6",
+            "RPS10P2",
+            "KRT7",
+            "MALAT1",
+            "CHDH",
+            "MAK",
+            "COG4",
+            "B3GNTL1",
+            "AHNAK",
+            "BRCA1",
+            "CILP2",
+            "RBM4",
+            "AHCYL1",
+            "DNAJA4",
+            "PALB2",
+            "RBMS3-AS3",
+            "PEX7",
+            "BIRC6",
+            "GMPS",
+            "PARP8",
+            "GDPD3",
+            "ANKZF1",
+            "ABCA2",
+            "TRIM45",
+            "CDC27",
+            "CRYBB2",
+            "MKKS",
+            "DYSF",
+            "FLVCR1-DT",
+            "CREM",
+            "PDZK1IP1",
+            "EDNRB",
+            "SPX",
+            "CLCN3",
+            "ATP1A1-AS1",
+            "ZBTB1",
+            "GGPS1",
+            "MLLT10",
+            "LTBP1",
+            "MEG8",
+            "IRF2BP2",
+            "L1CAM",
+            "MIR3917",
+            "AK8",
+            "SUFU",
+            "BCAP31",
+            "AK9",
+            "MIS12",
+            "BRD3",
+            "SACM1L",
+            "NDUFA8",
+            "BGLAP",
+            "MKNK2",
+            "AMZ2P1",
+            "C19orf44",
+            "ARAP2",
+            "ATP5MG",
+            "BMI1",
+            "ATP5F1A",
+            "SOS2",
+            "NPTX2",
+            "LRRC37A2",
+            "MIPEP",
+            "C6orf62",
+            "RFX5",
+            "APELA",
+            "NXF1",
+            "RIMS4",
+            "RPL7P52",
+            "NPHP1",
+            "BRINP1",
+            "ARHGEF10L",
+            "AGAP5",
+            "ALPK1",
+            "EYA1",
+            "ALDH3A1",
+            "MAPK14",
+            "TRAF3",
+            "COMMD8",
+            "KRT19",
+            "SCRG1",
+            "C12orf43",
+            "AJAP1",
+            "ZC3H14",
+            "ERGIC2",
+            "MRPL28",
+            "NBR2",
+            "OR7E156P",
+            "HELZ",
+            "FBXO16",
+            "BRIX1",
+            "THAP7",
+            "CCT6B",
+            "FAM184B",
+            "RGP1",
+            "SLC25A44",
+            "NACA4P",
+            "GTF3C1",
+            "GOLGA8A",
+            "ARHGEF28",
+            "FRG1BP",
+            "SCAPER",
+            "HUWE1",
+            "KCNS3",
+            "SUPT4H1",
+            "PHKA2",
+            "RPL32P3",
+            "FAM174A",
+            "ATP5IF1",
+            "EPB41L1",
+            "EP300",
+            "DHX57",
+            "EIF4H",
+            "AGAP9",
+            "ANAPC13",
+            "IFI44",
+            "ANKRD20A1",
+            "AK5",
+            "H3-3A",
+            "AMIGO3",
+            "AMT",
+            "DLK1",
+            "DALRD3",
+            "APPL1",
+            "L3MBTL4",
+            "POLR3GL",
+            "ATM",
+            "RPS21",
+            "ARHGEF12",
+            "NET1",
+            "KIF2A",
+            "FXR1",
+            "CAPRIN1",
+            "PTCHD3P1",
+            "GJB2",
+            "C3orf33",
+            "ZNF829",
+            "PDE4A",
+            "MTMR6",
+            "ELFN1",
+            "ANKRD20A2P"
+        ],
+        "Coefficient": [
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+            "jaccard": 0.7799559277931634
+        }
+    }
+}

p3/regress/Osteoarthritis/significant_genes_condition_Type_1_Diabetes.json

@@ -0,0 +1,861 @@
+{
+    "significant_genes": {
+        "Variable": [
+            "ABCB5",
+            "ACBD3",
+            "ARL5A",
+            "AQR",
+            "ADAT1",
+            "AP1S1",
+            "APOLD1",
+            "ANKRD13C-DT",
+            "ADAM17",
+            "ACP6",
+            "RFPL1S",
+            "ADAMTS2",
+            "FOXL1",
+            "ATXN7L1",
+            "AGL",
+            "AGTPBP1",
+            "AGPS",
+            "ADIRF-AS1",
+            "AS3MT",
+            "AGAP10P",
+            "ALG5",
+            "FAM193A",
+            "APC",
+            "PDCD6",
+            "ADK",
+            "ABHD5",
+            "BLOC1S5",
+            "GEMIN8",
+            "RBM4",
+            "AKAP10",
+            "ARV1",
+            "ANKRD20A1",
+            "RAB12",
+            "C22orf39",
+            "CNDP2",
+            "CD2AP",
+            "HFE",
+            "HOXD10",
+            "AKAP9",
+            "ARHGEF5",
+            "CASP7",
+            "ATF6",
+            "ZNF701",
+            "CSK",
+            "AP3B1",
+            "N6AMT1",
+            "ARHGEF12",
+            "AP4E1",
+            "ATP5PB",
+            "ARL15",
+            "BANP",
+            "ENKD1",
+            "CCDC8",
+            "AKAP8",
+            "CMAS",
+            "CDO1",
+            "APTX",
+            "CKLF-CMTM1",
+            "AJAP1",
+            "C6orf47",
+            "VPS26C",
+            "RBM10",
+            "HSPH1",
+            "ACO1",
+            "BMI1",
+            "CLUAP1",
+            "ABCA8",
+            "TMEM263",
+            "NPTX2",
+            "DPYSL3",
+            "EML5",
+            "ELAC1",
+            "C16orf46",
+            "ACTL6A",
+            "COMMD8",
+            "SACM1L",
+            "ANKRD40",
+            "ATP9A",
+            "ADPRM",
+            "CHMP6",
+            "CREM",
+            "ABHD18",
+            "CHMP4B",
+            "BAIAP2",
+            "ARHGEF18",
+            "C1orf174",
+            "B3GALT5",
+            "AAMDC",
+            "MALAT1",
+            "PDZK1IP1",
+            "BTRC",
+            "KPNA5",
+            "CCT6B",
+            "AFF4",
+            "DAZAP2",
+            "NCBP2",
+            "MCTP2",
+            "ACOT1",
+            "ANKZF1",
+            "HNRNPA1P10",
+            "ADAMTS10",
+            "B3GNTL1",
+            "ANAPC7",
+            "BRCA1",
+            "FBXO4",
+            "FECH",
+            "AKAP17A",
+            "ACTR6",
+            "DNAJC18",
+            "DPYSL4",
+            "AHNAK",
+            "ABCA2",
+            "AASDH",
+            "ACBD5",
+            "ZNF253",
+            "BHLHE22",
+            "OR7E47P",
+            "DIABLO",
+            "ATP1A1-AS1",
+            "NR2F6",
+            "ERMAP",
+            "FAM89A",
+            "ARHGAP28",
+            "EEF1AKMT3",
+            "AMBRA1",
+            "CXCL3",
+            "INPP5E",
+            "AMY1A",
+            "RABL6",
+            "ATP6V1E2",
+            "MIR3917",
+            "GSTT1",
+            "TXNDC9",
+            "ELOVL5",
+            "ERGIC2",
+            "C6orf62",
+            "B3GLCT",
+            "LIMCH1",
+            "ATOX1",
+            "CDV3",
+            "AGPAT2",
+            "VAMP4",
+            "SUSD1",
+            "B3GNT7",
+            "C19orf18",
+            "ADNP",
+            "CUL1",
+            "CRYBB2",
+            "RGS12",
+            "MIS12",
+            "ARID1A",
+            "ADAM33",
+            "SHOX",
+            "HCG4",
+            "DIDO1",
+            "CENPBD1P",
+            "ELFN1",
+            "RPS10P2",
+            "ANKMY2",
+            "RFX5",
+            "CHDH",
+            "ARHGAP11A",
+            "CCDC80",
+            "ABLIM1",
+            "C4A",
+            "MTMR6",
+            "FOXJ2",
+            "RAB30-DT",
+            "DPY19L1",
+            "DBT",
+            "ICAM2",
+            "BIRC6",
+            "CEBPB",
+            "ANOS1",
+            "CBLN3",
+            "MAK",
+            "CARINH",
+            "SLC39A9",
+            "CLCC1",
+            "BLTP2",
+            "WDR31",
+            "RNF185",
+            "FBRSL1",
+            "AURKAP1",
+            "APPL1",
+            "ADAMTS17",
+            "ANXA1",
+            "AK8",
+            "H2BC6",
+            "EPB41L1",
+            "COG7",
+            "BRIX1",
+            "NOTCH1",
+            "RBM15",
+            "ATP2C1",
+            "IL18R1",
+            "MEG8",
+            "ALPL",
+            "HUWE1",
+            "SGSM3",
+            "BCL2L11",
+            "DCAF16",
+            "ELL3",
+            "DUSP7",
+            "KRIT1",
+            "SYT15",
+            "MKKS",
+            "ATXN3",
+            "ALPK1",
+            "TRA2B",
+            "GGPS1",
+            "ACOT2",
+            "MIR6727",
+            "IFIT5",
+            "POLR3GL",
+            "FBXL3",
+            "ESS2",
+            "CYRIA",
+            "APEH",
+            "ARL6IP6",
+            "AGAP9",
+            "BBS10",
+            "RPS13",
+            "FBXO16",
+            "KCNAB1",
+            "HOXC5",
+            "TMEM120A",
+            "BMPR1B",
+            "ATP5IF1",
+            "HOXC9",
+            "MON2",
+            "ADARB1",
+            "NAP1L5",
+            "FN3KRP",
+            "NHLRC2",
+            "C17orf58",
+            "ARAP2",
+            "SERP2",
+            "GMPS",
+            "ZKSCAN7",
+            "CHTF8",
+            "INTS11",
+            "AK3",
+            "NAT1",
+            "AGAP5",
+            "HGSNAT",
+            "ANAPC16",
+            "MIR612",
+            "SLC25A30",
+            "GTPBP6",
+            "METTL21A",
+            "POLR2J2",
+            "ARMCX5",
+            "AKR1A1",
+            "CPEB2",
+            "BCAP31",
+            "NPHP1",
+            "CANX",
+            "NBPF25P",
+            "ADD3-AS1",
+            "EARS2",
+            "FBXO21",
+            "CREB3L1",
+            "CIB2",
+            "ANKH",
+            "CHRAC1",
+            "DPP9",
+            "DHX57",
+            "OCIAD1",
+            "VKORC1L1",
+            "ZCCHC24",
+            "H3-3A",
+            "SCIN",
+            "CEPT1",
+            "CILP2",
+            "PCBD1",
+            "NEAT1",
+            "C4B",
+            "POLR2J3"
+        ],
+        "Coefficient": [
+            -0.07290993060128838,
+            -0.06538570893491495,
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+}