delete unwanted correlation stuff (#5)

* delete unwanted correlation stuff * Refactor/clean up correlations (#4) * initial commit for Refactor/clean-up-correlation * add python scipy dependency * initial commit for sample correlation * initial commit for sample correlation endpoint * initial commit for integration and unittest * initial commit for registering correlation blueprint * add and modify unittest and integration tests for correlation * Add compute compute_all_sample_corr method for correlation * add scipy to requirement txt file * add tissue correlation for trait list * add unittest for tissue correlation * add lit correlation for trait list * add unittests for lit correlation for trait list * modify lit correlarion for trait list * add unittests for lit correlation for trait list * add correlation metho in dynamic url * add file format for expected structure input while doing sample correlation * modify input data structure -> add trait id * update tests for sample r correlation * add compute all lit correlation method * add endpoint for computing lit_corr * add unit and integration tests for computing lit corr * add /api/correlation/tissue_corr/{corr_method} endpoint for tissue correlation * add unittest and integration tests for tissue correlation Co-authored-by: BonfaceKilz <bonfacemunyoki@gmail.com> * update guix scm file * fix pylint error for correlations api Co-authored-by: BonfaceKilz <bonfacemunyoki@gmail.com>
author: Alexander Kabui 2021-03-16 11:38:13 +0300
committer: GitHub 2021-03-16 11:38:13 +0300
commit: 56ce88ad31dec3cece63e9370ca4e4c02139753b (patch)
tree: 766504dfaca75a14cc91fc3d88c41d1e775d415f /tests
parent: 43d1bb7f6cd2b5890d5b3eb7c357caafda25a35c (diff)
download: genenetwork3-56ce88ad31dec3cece63e9370ca4e4c02139753b.tar.gz
14 files changed, 0 insertions, 4902 deletions
diff --git a/tests/integration/correlation_data.json b/tests/integration/correlation_data.json
deleted file mode 100644
index 87d24e3..0000000
--- a/tests/integration/correlation_data.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "primary_samples": "C57BL/6J,DBA/2J,B6D2F1,D2B6F1,BXD1,BXD2,BXD5,BXD6,BXD8,BXD9,BXD11,BXD12,BXD13,BXD14,BXD15,BXD16,BXD18,BXD19,BXD20,BXD21,BXD22,BXD23,BXD24,BXD24a,BXD25,BXD27,BXD28,BXD29,BXD30,BXD31,BXD32,BXD33,BXD34,BXD35,BXD36,BXD37,BXD38,BXD39,BXD40,BXD41,BXD42,BXD43,BXD44,BXD45,BXD48,BXD48a,BXD49,BXD50,BXD51,BXD52,BXD53,BXD54,BXD55,BXD56,BXD59,BXD60,BXD61,BXD62,BXD63,BXD64,BXD65,BXD65a,BXD65b,BXD66,BXD67,BXD68,BXD69,BXD70,BXD71,BXD72,BXD73,BXD73a,BXD73b,BXD74,BXD75,BXD76,BXD77,BXD78,BXD79,BXD81,BXD83,BXD84,BXD85,BXD86,BXD87,BXD88,BXD89,BXD90,BXD91,BXD93,BXD94,BXD95,BXD98,BXD99,BXD100,BXD101,BXD102,BXD104,BXD105,BXD106,BXD107,BXD108,BXD109,BXD110,BXD111,BXD112,BXD113,BXD114,BXD115,BXD116,BXD117,BXD119,BXD120,BXD121,BXD122,BXD123,BXD124,BXD125,BXD126,BXD127,BXD128,BXD128a,BXD130,BXD131,BXD132,BXD133,BXD134,BXD135,BXD136,BXD137,BXD138,BXD139,BXD141,BXD142,BXD144,BXD145,BXD146,BXD147,BXD148,BXD149,BXD150,BXD151,BXD152,BXD153,BXD154,BXD155,BXD156,BXD157,BXD160,BXD161,BXD162,BXD165,BXD168,BXD169,BXD170,BXD171,BXD172,BXD173,BXD174,BXD175,BXD176,BXD177,BXD178,BXD180,BXD181,BXD183,BXD184,BXD186,BXD187,BXD188,BXD189,BXD190,BXD191,BXD192,BXD193,BXD194,BXD195,BXD196,BXD197,BXD198,BXD199,BXD200,BXD201,BXD202,BXD203,BXD204,BXD205,BXD206,BXD207,BXD208,BXD209,BXD210,BXD211,BXD212,BXD213,BXD214,BXD215,BXD216,BXD217,BXD218,BXD219,BXD220",
-    "trait_id": "1444666_at",
-    "dataset": "HC_M2_0606_P",
-    "sample_vals": "{\"C57BL/6J\":\"6.638\",\"DBA/2J\":\"6.266\",\"B6D2F1\":\"6.494\",\"D2B6F1\":\"6.565\",\"BXD1\":\"6.357\",\"BXD2\":\"6.456\",\"BXD5\":\"6.590\",\"BXD6\":\"6.568\",\"BXD8\":\"6.581\",\"BXD9\":\"6.322\",\"BXD11\":\"6.519\",\"BXD12\":\"6.543\",\"BXD13\":\"6.636\",\"BXD14\":\"x\",\"BXD15\":\"6.578\",\"BXD16\":\"6.636\",\"BXD18\":\"x\",\"BXD19\":\"6.562\",\"BXD20\":\"6.610\",\"BXD21\":\"6.668\",\"BXD22\":\"6.607\",\"BXD23\":\"6.513\",\"BXD24\":\"6.601\",\"BXD24a\":\"x\",\"BXD25\":\"x\",\"BXD27\":\"6.573\",\"BXD28\":\"6.639\",\"BXD29\":\"6.656\",\"BXD30\":\"x\",\"BXD31\":\"6.549\",\"BXD32\":\"6.502\",\"BXD33\":\"6.584\",\"BXD34\":\"6.261\",\"BXD35\":\"x\",\"BXD36\":\"x\",\"BXD37\":\"x\",\"BXD38\":\"6.646\",\"BXD39\":\"6.584\",\"BXD40\":\"6.790\",\"BXD41\":\"x\",\"BXD42\":\"6.536\",\"BXD43\":\"6.476\",\"BXD44\":\"6.545\",\"BXD45\":\"6.742\",\"BXD48\":\"6.393\",\"BXD48a\":\"6.618\",\"BXD49\":\"x\",\"BXD50\":\"6.496\",\"BXD51\":\"6.494\",\"BXD52\":\"x\",\"BXD53\":\"x\",\"BXD54\":\"x\",\"BXD55\":\"6.263\",\"BXD56\":\"x\",\"BXD59\":\"x\",\"BXD60\":\"6.541\",\"BXD61\":\"6.662\",\"BXD62\":\"6.628\",\"BXD63\":\"6.556\",\"BXD64\":\"6.572\",\"BXD65\":\"6.530\",\"BXD65a\":\"6.280\",\"BXD65b\":\"6.490\",\"BXD66\":\"6.608\",\"BXD67\":\"6.534\",\"BXD68\":\"6.352\",\"BXD69\":\"6.548\",\"BXD70\":\"6.520\",\"BXD71\":\"x\",\"BXD72\":\"x\",\"BXD73\":\"6.484\",\"BXD73a\":\"6.486\",\"BXD73b\":\"x\",\"BXD74\":\"6.639\",\"BXD75\":\"6.401\",\"BXD76\":\"6.452\",\"BXD77\":\"6.568\",\"BXD78\":\"x\",\"BXD79\":\"6.642\",\"BXD81\":\"x\",\"BXD83\":\"6.446\",\"BXD84\":\"6.582\",\"BXD85\":\"6.484\",\"BXD86\":\"6.877\",\"BXD87\":\"6.474\",\"BXD88\":\"x\",\"BXD89\":\"6.676\",\"BXD90\":\"6.644\",\"BXD91\":\"x\",\"BXD93\":\"6.620\",\"BXD94\":\"6.528\",\"BXD95\":\"x\",\"BXD98\":\"6.486\",\"BXD99\":\"6.530\",\"BXD100\":\"x\",\"BXD101\":\"x\",\"BXD102\":\"x\",\"BXD104\":\"x\",\"BXD105\":\"x\",\"BXD106\":\"x\",\"BXD107\":\"x\",\"BXD108\":\"x\",\"BXD109\":\"x\",\"BXD110\":\"x\",\"BXD111\":\"x\",\"BXD112\":\"x\",\"BXD113\":\"x\",\"BXD114\":\"x\",\"BXD115\":\"x\",\"BXD116\":\"x\",\"BXD117\":\"x\",\"BXD119\":\"x\",\"BXD120\":\"x\",\"BXD121\":\"x\",\"BXD122\":\"x\",\"BXD123\":\"x\",\"BXD124\":\"x\",\"BXD125\":\"x\",\"BXD126\":\"x\",\"BXD127\":\"x\",\"BXD128\":\"x\",\"BXD128a\":\"x\",\"BXD130\":\"x\",\"BXD131\":\"x\",\"BXD132\":\"x\",\"BXD133\":\"x\",\"BXD134\":\"x\",\"BXD135\":\"x\",\"BXD136\":\"x\",\"BXD137\":\"x\",\"BXD138\":\"x\",\"BXD139\":\"x\",\"BXD141\":\"x\",\"BXD142\":\"x\",\"BXD144\":\"x\",\"BXD145\":\"x\",\"BXD146\":\"x\",\"BXD147\":\"x\",\"BXD148\":\"x\",\"BXD149\":\"x\",\"BXD150\":\"x\",\"BXD151\":\"x\",\"BXD152\":\"x\",\"BXD153\":\"x\",\"BXD154\":\"x\",\"BXD155\":\"x\",\"BXD156\":\"x\",\"BXD157\":\"x\",\"BXD160\":\"x\",\"BXD161\":\"x\",\"BXD162\":\"x\",\"BXD165\":\"x\",\"BXD168\":\"x\",\"BXD169\":\"x\",\"BXD170\":\"x\",\"BXD171\":\"x\",\"BXD172\":\"x\",\"BXD173\":\"x\",\"BXD174\":\"x\",\"BXD175\":\"x\",\"BXD176\":\"x\",\"BXD177\":\"x\",\"BXD178\":\"x\",\"BXD180\":\"x\",\"BXD181\":\"x\",\"BXD183\":\"x\",\"BXD184\":\"x\",\"BXD186\":\"x\",\"BXD187\":\"x\",\"BXD188\":\"x\",\"BXD189\":\"x\",\"BXD190\":\"x\",\"BXD191\":\"x\",\"BXD192\":\"x\",\"BXD193\":\"x\",\"BXD194\":\"x\",\"BXD195\":\"x\",\"BXD196\":\"x\",\"BXD197\":\"x\",\"BXD198\":\"x\",\"BXD199\":\"x\",\"BXD200\":\"x\",\"BXD201\":\"x\",\"BXD202\":\"x\",\"BXD203\":\"x\",\"BXD204\":\"x\",\"BXD205\":\"x\",\"BXD206\":\"x\",\"BXD207\":\"x\",\"BXD208\":\"x\",\"BXD209\":\"x\",\"BXD210\":\"x\",\"BXD211\":\"x\",\"BXD212\":\"x\",\"BXD213\":\"x\",\"BXD214\":\"x\",\"BXD215\":\"x\",\"BXD216\":\"x\",\"BXD217\":\"x\",\"BXD218\":\"x\",\"BXD219\":\"x\",\"BXD220\":\"x\"}",
-    "corr_type": "lit",
-    "corr_dataset": "HC_M2_0606_P",
-    "corr_return_results": "100",
-    "corr_samples_group": "samples_primary",
-    "corr_sample_method": "pearson",
-    "min_expr": "",
-    "location_type": "gene",
-    "loc_chr": "",
-    "min_loc_mb": "",
-    "max_loc_mb": "",
-    "p_range_lower": "-0.60",
-    "p_range_upper": "0.74"
-}
\ No newline at end of file
diff --git a/tests/integration/expected_corr_results.json b/tests/integration/expected_corr_results.json
deleted file mode 100644
index b5bbc2d..0000000
--- a/tests/integration/expected_corr_results.json
+++ /dev/null
@@ -1,1902 +0,0 @@
-[
-    {
-        "index": 1,
-        "trait_id": "1415758_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415758_at:HC_M2_0606_P:da50fa1141a7d608ab20",
-        "symbol": "Fryl",
-        "description": "furry homolog-like; far 3' UTR",
-        "location": "Chr5: 72.964984",
-        "mean": "9.193",
-        "additive": "-0.081",
-        "lod_score": "4.4",
-        "lrs_location": "Chr1: 196.404284",
-        "sample_r": "-0.407",
-        "num_overlap": 67,
-        "sample_p": "6.234e-04",
-        "lit_corr": "--",
-        "tissue_corr": "-0.221",
-        "tissue_pvalue": "2.780e-01"
-    },
-    {
-        "index": 2,
-        "trait_id": "1415693_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415693_at:HC_M2_0606_P:0959e913366f559ea22b",
-        "symbol": "Derl1",
-        "description": "derlin 1; proximal to mid 3' UTR",
-        "location": "Chr15: 57.702171",
-        "mean": "9.445",
-        "additive": "0.056",
-        "lod_score": "2.1",
-        "lrs_location": "Chr1: 193.731996",
-        "sample_r": "0.398",
-        "num_overlap": 67,
-        "sample_p": "8.614e-04",
-        "lit_corr": "--",
-        "tissue_corr": "0.114",
-        "tissue_pvalue": "5.800e-01"
-    },
-    {
-        "index": 3,
-        "trait_id": "1415753_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415753_at:HC_M2_0606_P:d75ca42e7fa1613364bb",
-        "symbol": "Fam108a",
-        "description": "abhydrolase domain-containing protein FAM108A; last two exons and proximal 3' UTR",
-        "location": "Chr10: 80.046470",
-        "mean": "12.731",
-        "additive": "0.050",
-        "lod_score": "1.5",
-        "lrs_location": "ChrX: 103.404884",
-        "sample_r": "0.384",
-        "num_overlap": 67,
-        "sample_p": "1.344e-03",
-        "lit_corr": "--",
-        "tissue_corr": "0.108",
-        "tissue_pvalue": "5.990e-01"
-    },
-    {
-        "index": 4,
-        "trait_id": "1415740_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415740_at:HC_M2_0606_P:755cdc41d0d50a03b647",
-        "symbol": "Psmc5",
-        "description": "protease (prosome, macropain) 26S subunit, ATPase 5; exons 7, 8, 9",
-        "location": "Chr11: 106.123450",
-        "mean": "12.424",
-        "additive": "0.059",
-        "lod_score": "2.6",
-        "lrs_location": "Chr9: 34.013550",
-        "sample_r": "0.364",
-        "num_overlap": 67,
-        "sample_p": "2.476e-03",
-        "lit_corr": "--",
-        "tissue_corr": "0.333",
-        "tissue_pvalue": "9.696e-02"
-    },
-    {
-        "index": 5,
-        "trait_id": "1415757_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415757_at:HC_M2_0606_P:8bbf06aa2e3aa5530934",
-        "symbol": "Gbf1",
-        "description": "Golgi-specific brefeldin A-resistance factor 1; last exon and proximal 3' UTR",
-        "location": "Chr19: 46.360410",
-        "mean": "9.800",
-        "additive": "-0.062",
-        "lod_score": "2.0",
-        "lrs_location": "Chr17: 52.750885",
-        "sample_r": "0.363",
-        "num_overlap": 67,
-        "sample_p": "2.539e-03",
-        "lit_corr": "--",
-        "tissue_corr": "-0.059",
-        "tissue_pvalue": "7.741e-01"
-    },
-    {
-        "index": 6,
-        "trait_id": "1415768_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415768_a_at:HC_M2_0606_P:5e67109eee04f5da3393",
-        "symbol": "Ube2r2",
-        "description": "ubiquitin-conjugating enzyme E2R 2",
-        "location": "Chr4: 41.137929",
-        "mean": "9.811",
-        "additive": "-0.087",
-        "lod_score": "3.3",
-        "lrs_location": "Chr12: 114.553844",
-        "sample_r": "-0.312",
-        "num_overlap": 67,
-        "sample_p": "1.019e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.007",
-        "tissue_pvalue": "9.711e-01"
-    },
-    {
-        "index": 7,
-        "trait_id": "1415670_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415670_at:HC_M2_0606_P:4f82d7374f29ebfacaaf",
-        "symbol": "Copg",
-        "description": "coatomer protein complex, subunit gamma 1; two of the three last exons and proximal 3' UTR",
-        "location": "Chr6: 87.859681",
-        "mean": "11.199",
-        "additive": "-0.113",
-        "lod_score": "3.7",
-        "lrs_location": "Chr1: 157.588921",
-        "sample_r": "0.305",
-        "num_overlap": 67,
-        "sample_p": "1.200e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.405",
-        "tissue_pvalue": "4.032e-02"
-    },
-    {
-        "index": 8,
-        "trait_id": "1415742_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415742_at:HC_M2_0606_P:b72a582a1f840a18c3e7",
-        "symbol": "Aup1",
-        "description": "ancient ubiquitous protein 1",
-        "location": "Chr6: 83.006784",
-        "mean": "9.529",
-        "additive": "-0.062",
-        "lod_score": "2.4",
-        "lrs_location": "Chr19: 16.955950",
-        "sample_r": "0.295",
-        "num_overlap": 67,
-        "sample_p": "1.523e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.033",
-        "tissue_pvalue": "8.716e-01"
-    },
-    {
-        "index": 9,
-        "trait_id": "1415743_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415743_at:HC_M2_0606_P:3187245a079e824b4236",
-        "symbol": "Hdac5",
-        "description": "histone deacetylase 5; last four exons",
-        "location": "Chr11: 102.057397",
-        "mean": "11.009",
-        "additive": "0.081",
-        "lod_score": "2.1",
-        "lrs_location": "Chr7: 125.263073",
-        "sample_r": "0.285",
-        "num_overlap": 67,
-        "sample_p": "1.950e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.005",
-        "tissue_pvalue": "9.823e-01"
-    },
-    {
-        "index": 10,
-        "trait_id": "1415690_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415690_at:HC_M2_0606_P:603b215ede00b6fe1104",
-        "symbol": "Mrp127",
-        "description": "39S ribosomal protein L27, mitochondrial; last three exons",
-        "location": "Chr11: 94.517922",
-        "mean": "12.569",
-        "additive": "0.063",
-        "lod_score": "1.9",
-        "lrs_location": "Chr2: 164.779024",
-        "sample_r": "0.266",
-        "num_overlap": 67,
-        "sample_p": "2.986e-02",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 11,
-        "trait_id": "1415727_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415727_at:HC_M2_0606_P:cb40b8cba0eee75781a6",
-        "symbol": "Apoa1bp",
-        "description": "apolipoprotein A-I binding protein; exons 3 through 6",
-        "location": "Chr3: 87.860534",
-        "mean": "11.707",
-        "additive": "-0.076",
-        "lod_score": "2.8",
-        "lrs_location": "Chr3: 56.295375",
-        "sample_r": "0.263",
-        "num_overlap": 67,
-        "sample_p": "3.136e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.535",
-        "tissue_pvalue": "4.841e-03"
-    },
-    {
-        "index": 12,
-        "trait_id": "1415730_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415730_at:HC_M2_0606_P:a970e0610a56ac4aba27",
-        "symbol": "Cpsf7",
-        "description": "cleavage and polyadenylation specificity factor 7; distal 3' UTR (transQTL on Chr 4 in BXD eye data)",
-        "location": "Chr19: 10.621618",
-        "mean": "10.662",
-        "additive": "-0.048",
-        "lod_score": "2.1",
-        "lrs_location": "Chr1: 188.085707",
-        "sample_r": "-0.263",
-        "num_overlap": 67,
-        "sample_p": "3.164e-02",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 13,
-        "trait_id": "1415741_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415741_at:HC_M2_0606_P:033752be361d32960c29",
-        "symbol": "Tmem165",
-        "description": "transmembrane protein 165; 3' UTR",
-        "location": "Chr5: 76.637708",
-        "mean": "10.974",
-        "additive": "0.048",
-        "lod_score": "2.0",
-        "lrs_location": "Chr4: 5.606394",
-        "sample_r": "-0.258",
-        "num_overlap": 67,
-        "sample_p": "3.489e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.271",
-        "tissue_pvalue": "1.812e-01"
-    },
-    {
-        "index": 14,
-        "trait_id": "1415725_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415725_at:HC_M2_0606_P:fbd6458be4f8ccbf1dc0",
-        "symbol": "Rrn3",
-        "description": "RRN3 RNA polymerase I transcription factor homolog (yeast)",
-        "location": "Chr16: 13.814359",
-        "mean": "9.195",
-        "additive": "-0.085",
-        "lod_score": "2.8",
-        "lrs_location": "Chr1: 148.717644",
-        "sample_r": "0.256",
-        "num_overlap": 67,
-        "sample_p": "3.636e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.587",
-        "tissue_pvalue": "1.621e-03"
-    },
-    {
-        "index": 15,
-        "trait_id": "1415717_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415717_at:HC_M2_0606_P:dd51438830e4033114f8",
-        "symbol": "Rnf220",
-        "description": "ring finger protein 220; mid 3' UTR",
-        "location": "Chr4: 116.944155",
-        "mean": "10.778",
-        "additive": "-0.084",
-        "lod_score": "2.4",
-        "lrs_location": "Chr4: 122.536808",
-        "sample_r": "0.242",
-        "num_overlap": 67,
-        "sample_p": "4.816e-02",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 16,
-        "trait_id": "1415703_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415703_at:HC_M2_0606_P:51ee8e47654845a546f0",
-        "symbol": "Huwe1",
-        "description": "HECT, UBA and WWE domain containing 1; last 3 exons and proximal 3' UTR",
-        "location": "ChrX: 148.367136",
-        "mean": "11.335",
-        "additive": "-0.094",
-        "lod_score": "2.3",
-        "lrs_location": "Chr1: 135.891043",
-        "sample_r": "0.235",
-        "num_overlap": 67,
-        "sample_p": "5.541e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.528",
-        "tissue_pvalue": "5.576e-03"
-    },
-    {
-        "index": 17,
-        "trait_id": "1415748_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415748_a_at:HC_M2_0606_P:749a2279081b54e89885",
-        "symbol": "Dctn5",
-        "description": "dynactin 5; last exon and proximal half of 3' UTR",
-        "location": "Chr7: 129.291923",
-        "mean": "11.250",
-        "additive": "0.071",
-        "lod_score": "3.4",
-        "lrs_location": "Chr5: 138.337847",
-        "sample_r": "0.230",
-        "num_overlap": 67,
-        "sample_p": "6.133e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.064",
-        "tissue_pvalue": "7.557e-01"
-    },
-    {
-        "index": 18,
-        "trait_id": "1415706_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415706_at:HC_M2_0606_P:ddfffdb78d0ff84d6a1a",
-        "symbol": "Copa",
-        "description": "coatomer protein complex, subunit alpha; 3' UTR",
-        "location": "Chr1: 174.051912",
-        "mean": "12.577",
-        "additive": "-0.143",
-        "lod_score": "8.7",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "0.224",
-        "num_overlap": 67,
-        "sample_p": "6.829e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.147",
-        "tissue_pvalue": "4.739e-01"
-    },
-    {
-        "index": 19,
-        "trait_id": "1415696_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415696_at:HC_M2_0606_P:da00b2667d7c27dc76a2",
-        "symbol": "Sar1a",
-        "description": "SAR1 gene homolog A; distal 3' UTR",
-        "location": "Chr10: 61.155492",
-        "mean": "11.447",
-        "additive": "-0.051",
-        "lod_score": "2.4",
-        "lrs_location": "Chr15: 87.788313",
-        "sample_r": "0.220",
-        "num_overlap": 67,
-        "sample_p": "7.356e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.559",
-        "tissue_pvalue": "3.015e-03"
-    },
-    {
-        "index": 20,
-        "trait_id": "1415731_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415731_at:HC_M2_0606_P:9e91e97ca1001091a5f3",
-        "symbol": "Angel2",
-        "description": "angel homolog 2; distal 3' UTR",
-        "location": "Chr1: 192.769800",
-        "mean": "9.490",
-        "additive": "0.062",
-        "lod_score": "2.6",
-        "lrs_location": "Chr14: 124.508018",
-        "sample_r": "0.218",
-        "num_overlap": 67,
-        "sample_p": "7.623e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.232",
-        "tissue_pvalue": "2.544e-01"
-    },
-    {
-        "index": 21,
-        "trait_id": "1415750_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415750_at:HC_M2_0606_P:c9f757736d57e5f23aa5",
-        "symbol": "Tbl3",
-        "description": "transducin (beta)-like 3",
-        "location": "Chr17: 24.838067",
-        "mean": "8.703",
-        "additive": "-0.132",
-        "lod_score": "10.0",
-        "lrs_location": "Chr17: 23.322636",
-        "sample_r": "0.213",
-        "num_overlap": 67,
-        "sample_p": "8.332e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.312",
-        "tissue_pvalue": "1.211e-01"
-    },
-    {
-        "index": 22,
-        "trait_id": "1415680_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415680_at:HC_M2_0606_P:22e90a54261cb373975e",
-        "symbol": "Anapc1",
-        "description": "anaphase promoting complex subunit 1; last 3 exons and 3' UTR",
-        "location": "Chr2: 128.438499",
-        "mean": "9.180",
-        "additive": "-0.102",
-        "lod_score": "8.7",
-        "lrs_location": "Chr2: 125.304784",
-        "sample_r": "-0.210",
-        "num_overlap": 67,
-        "sample_p": "8.734e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.367",
-        "tissue_pvalue": "6.539e-02"
-    },
-    {
-        "index": 23,
-        "trait_id": "1415712_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415712_at:HC_M2_0606_P:48e284402cb79a5fbede",
-        "symbol": "Zranb1",
-        "description": "zinc finger, RAN-binding domain containing 1 (ubiquitin thioesterase, TRAF-binding protein); far 3' UTR (M430AB control duplicate)",
-        "location": "Chr7: 140.175988",
-        "mean": "9.923",
-        "additive": "-0.079",
-        "lod_score": "2.8",
-        "lrs_location": "Chr5: 143.642242",
-        "sample_r": "-0.208",
-        "num_overlap": 67,
-        "sample_p": "9.125e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.068",
-        "tissue_pvalue": "7.413e-01"
-    },
-    {
-        "index": 24,
-        "trait_id": "1415674_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415674_a_at:HC_M2_0606_P:c8e7fb1fcad21d73fcfd",
-        "symbol": "Trappc4",
-        "description": "trafficking protein particle complex 4; exons 3 and 4",
-        "location": "Chr9: 44.212489",
-        "mean": "10.760",
-        "additive": "-0.065",
-        "lod_score": "3.3",
-        "lrs_location": "Chr5: 69.527298",
-        "sample_r": "0.201",
-        "num_overlap": 67,
-        "sample_p": "1.028e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.334",
-        "tissue_pvalue": "9.587e-02"
-    },
-    {
-        "index": 25,
-        "trait_id": "1415747_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415747_s_at:HC_M2_0606_P:5d86584be55f6cec47ab",
-        "symbol": "Riok3",
-        "description": "RIO kinase 3 (yeast); mid to distal 3' UTR",
-        "location": "Chr18: 12.314783",
-        "mean": "10.906",
-        "additive": "0.068",
-        "lod_score": "2.1",
-        "lrs_location": "Chr4: 13.764991",
-        "sample_r": "-0.198",
-        "num_overlap": 67,
-        "sample_p": "1.081e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.282",
-        "tissue_pvalue": "1.628e-01"
-    },
-    {
-        "index": 26,
-        "trait_id": "1415682_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415682_at:HC_M2_0606_P:d02febdf17a279a71088",
-        "symbol": "Xpo7",
-        "description": "exportin 7",
-        "location": "Chr14: 71.064730",
-        "mean": "9.075",
-        "additive": "-0.073",
-        "lod_score": "2.8",
-        "lrs_location": "Chr17: 68.421021",
-        "sample_r": "0.197",
-        "num_overlap": 67,
-        "sample_p": "1.092e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.322",
-        "tissue_pvalue": "1.084e-01"
-    },
-    {
-        "index": 27,
-        "trait_id": "1415732_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415732_at:HC_M2_0606_P:c0010f5b42f210874883",
-        "symbol": "Abhd16a",
-        "description": "abhydrolase domain containing 16A; last five exons including proximal 3' UTR",
-        "location": "Chr17: 35.238940",
-        "mean": "10.798",
-        "additive": "-0.132",
-        "lod_score": "6.1",
-        "lrs_location": "Chr17: 37.015392",
-        "sample_r": "0.177",
-        "num_overlap": 67,
-        "sample_p": "1.527e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 28,
-        "trait_id": "1415688_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415688_at:HC_M2_0606_P:4c3b6c7cd3d447f2346c",
-        "symbol": "Ube2g1",
-        "description": "ubiquitin-conjugating enzyme E2 G1; mid to distal 3' UTR",
-        "location": "Chr11: 72.497627",
-        "mean": "11.494",
-        "additive": "-0.116",
-        "lod_score": "7.1",
-        "lrs_location": "Chr11: 72.486317",
-        "sample_r": "-0.173",
-        "num_overlap": 67,
-        "sample_p": "1.605e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.365",
-        "tissue_pvalue": "6.671e-02"
-    },
-    {
-        "index": 29,
-        "trait_id": "1415698_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415698_at:HC_M2_0606_P:4d8988a8fac8bdbce9c2",
-        "symbol": "Golm1",
-        "description": "Golgi membrane protein 1; distal 3' UTR",
-        "location": "Chr13: 59.736417",
-        "mean": "11.367",
-        "additive": "0.113",
-        "lod_score": "2.9",
-        "lrs_location": "Chr7: 36.124856",
-        "sample_r": "0.151",
-        "num_overlap": 67,
-        "sample_p": "2.221e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.053",
-        "tissue_pvalue": "7.958e-01"
-    },
-    {
-        "index": 30,
-        "trait_id": "1415697_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415697_at:HC_M2_0606_P:ab18358c61fbc03fdf13",
-        "symbol": "G3bp2",
-        "description": "GTPase activating protein (SH3 domain) binding protein 2; mid proximal 3' UTR",
-        "location": "Chr5: 92.482845",
-        "mean": "10.768",
-        "additive": "0.137",
-        "lod_score": "3.6",
-        "lrs_location": "Chr5: 138.337847",
-        "sample_r": "0.142",
-        "num_overlap": 67,
-        "sample_p": "2.504e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.107",
-        "tissue_pvalue": "6.032e-01"
-    },
-    {
-        "index": 31,
-        "trait_id": "1415676_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415676_a_at:HC_M2_0606_P:b236ce0b2af4408662b6",
-        "symbol": "Psmb5",
-        "description": "proteasome (prosome, macropain) subunit, beta type 5; coding exons 2 and 3",
-        "location": "Chr14: 55.233131",
-        "mean": "14.199",
-        "additive": "0.130",
-        "lod_score": "6.9",
-        "lrs_location": "Chr14: 54.987777",
-        "sample_r": "-0.136",
-        "num_overlap": 67,
-        "sample_p": "2.725e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.152",
-        "tissue_pvalue": "4.580e-01"
-    },
-    {
-        "index": 32,
-        "trait_id": "1415723_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415723_at:HC_M2_0606_P:8672294efc1c30e220c2",
-        "symbol": "Eif5",
-        "description": "eukaryotic translation initiation factor 5; distal 3' UTR",
-        "location": "Chr12: 112.784258",
-        "mean": "12.507",
-        "additive": "-0.196",
-        "lod_score": "12.9",
-        "lrs_location": "Chr12: 112.426348",
-        "sample_r": "-0.134",
-        "num_overlap": 67,
-        "sample_p": "2.795e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.105",
-        "tissue_pvalue": "6.104e-01"
-    },
-    {
-        "index": 33,
-        "trait_id": "1415692_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415692_s_at:HC_M2_0606_P:a30c9243d16dd6d28826",
-        "symbol": "Canx",
-        "description": "calnexin; mid 3' UTR",
-        "location": "Chr11: 50.108505",
-        "mean": "13.862",
-        "additive": "0.090",
-        "lod_score": "3.3",
-        "lrs_location": "Chr9: 15.693672",
-        "sample_r": "0.133",
-        "num_overlap": 67,
-        "sample_p": "2.828e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.298",
-        "tissue_pvalue": "1.388e-01"
-    },
-    {
-        "index": 34,
-        "trait_id": "1415728_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415728_at:HC_M2_0606_P:449a770634eff3bac9f5",
-        "symbol": "Pabpn1",
-        "description": "polyadenylate-binding protein 2; far 3' UTR",
-        "location": "Chr14: 55.517242",
-        "mean": "10.510",
-        "additive": "0.150",
-        "lod_score": "2.3",
-        "lrs_location": "Chr19: 53.933992",
-        "sample_r": "-0.130",
-        "num_overlap": 67,
-        "sample_p": "2.942e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.132",
-        "tissue_pvalue": "5.194e-01"
-    },
-    {
-        "index": 35,
-        "trait_id": "1415675_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415675_at:HC_M2_0606_P:9712db695d534370b0d9",
-        "symbol": "Dpm2",
-        "description": "dolichol-phosphate (beta-D) mannosyltransferase 2; last exon and proximal to mid 3' UTR",
-        "location": "Chr2: 32.428524",
-        "mean": "10.207",
-        "additive": "-0.043",
-        "lod_score": "2.6",
-        "lrs_location": "Chr13: 30.769380",
-        "sample_r": "-0.129",
-        "num_overlap": 67,
-        "sample_p": "2.966e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.102",
-        "tissue_pvalue": "6.201e-01"
-    },
-    {
-        "index": 36,
-        "trait_id": "1415721_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415721_a_at:HC_M2_0606_P:fd804230fcc3400d6b4b",
-        "symbol": "Naa60",
-        "description": "N(alpha)-acetyltransferase 60, NatF catalytic subunit; distal 3' UTR",
-        "location": "Chr16: 3.904169",
-        "mean": "10.153",
-        "additive": "-0.059",
-        "lod_score": "3.6",
-        "lrs_location": "Chr2: 159.368724",
-        "sample_r": "0.128",
-        "num_overlap": 67,
-        "sample_p": "3.004e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 37,
-        "trait_id": "1415733_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415733_a_at:HC_M2_0606_P:4eff33f3ecd4c0dd418e",
-        "symbol": "Shb",
-        "description": "Src homology 2 domain containing adaptor protein B; putative far 3' UTR (or intercalated neighbor)",
-        "location": "Chr4: 45.118127",
-        "mean": "10.756",
-        "additive": "-0.044",
-        "lod_score": "1.9",
-        "lrs_location": "Chr5: 69.527298",
-        "sample_r": "0.126",
-        "num_overlap": 67,
-        "sample_p": "3.103e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.149",
-        "tissue_pvalue": "4.678e-01"
-    },
-    {
-        "index": 38,
-        "trait_id": "1415720_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415720_s_at:HC_M2_0606_P:4e7dab211ec586e8297a",
-        "symbol": "Mad2l1bp",
-        "description": "mitotic arrest deficient 2, homolog-like 1 (MAD2L1) binding protein; last exon and 3' UTR",
-        "location": "Chr17: 46.284624",
-        "mean": "7.057",
-        "additive": "0.048",
-        "lod_score": "2.5",
-        "lrs_location": "Chr8: 33.934048",
-        "sample_r": "0.122",
-        "num_overlap": 67,
-        "sample_p": "3.262e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.463",
-        "tissue_pvalue": "1.709e-02"
-    },
-    {
-        "index": 39,
-        "trait_id": "1415767_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415767_at:HC_M2_0606_P:3e5a802a95121f3ffa1f",
-        "symbol": "Ythdf1",
-        "description": "YTH domain family, member 1; mid 3' UTR",
-        "location": "Chr2: 180.639551",
-        "mean": "10.902",
-        "additive": "-0.051",
-        "lod_score": "2.2",
-        "lrs_location": "Chr6: 145.406059",
-        "sample_r": "-0.120",
-        "num_overlap": 67,
-        "sample_p": "3.325e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.382",
-        "tissue_pvalue": "5.396e-02"
-    },
-    {
-        "index": 40,
-        "trait_id": "1415762_x_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415762_x_at:HC_M2_0606_P:978ad700958782192aa2",
-        "symbol": "Mrpl52",
-        "description": "mitochondrial ribosomal protein L52",
-        "location": "Chr14: 55.045789",
-        "mean": "10.926",
-        "additive": "0.086",
-        "lod_score": "2.5",
-        "lrs_location": "Chr1: 190.087097",
-        "sample_r": "0.118",
-        "num_overlap": 67,
-        "sample_p": "3.406e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.395",
-        "tissue_pvalue": "4.585e-02"
-    },
-    {
-        "index": 41,
-        "trait_id": "1415736_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415736_at:HC_M2_0606_P:c9bd62acd0c2cc087606",
-        "symbol": "Pfdn5",
-        "description": "prefoldin 5",
-        "location": "Chr15: 102.156651",
-        "mean": "13.571",
-        "additive": "0.095",
-        "lod_score": "2.3",
-        "lrs_location": "Chr10: 5.378622",
-        "sample_r": "0.118",
-        "num_overlap": 67,
-        "sample_p": "3.418e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.261",
-        "tissue_pvalue": "1.975e-01"
-    },
-    {
-        "index": 42,
-        "trait_id": "1415704_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415704_a_at:HC_M2_0606_P:a05982c0214ff2dc2a40",
-        "symbol": "Cdv3",
-        "description": "carnitine deficiency-associated gene expressed in ventricle 3",
-        "location": "Chr9: 103.255487",
-        "mean": "10.994",
-        "additive": "0.060",
-        "lod_score": "3.1",
-        "lrs_location": "Chr3: 10.018672",
-        "sample_r": "-0.115",
-        "num_overlap": 67,
-        "sample_p": "3.539e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.598",
-        "tissue_pvalue": "1.246e-03"
-    },
-    {
-        "index": 43,
-        "trait_id": "1415699_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415699_a_at:HC_M2_0606_P:8a5c52aea60cad17e29c",
-        "symbol": "Gps1",
-        "description": "G protein pathway suppressor 1 (COP9 signalosome complex subunit 1)",
-        "location": "Chr11: 120.649820",
-        "mean": "12.033",
-        "additive": "0.065",
-        "lod_score": "3.4",
-        "lrs_location": "Chr11: 62.910461",
-        "sample_r": "-0.114",
-        "num_overlap": 67,
-        "sample_p": "3.575e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.150",
-        "tissue_pvalue": "4.638e-01"
-    },
-    {
-        "index": 44,
-        "trait_id": "1415739_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415739_at:HC_M2_0606_P:c5e8b34713057f53dd07",
-        "symbol": "Rbm42",
-        "description": "RNA-binding motif protein 42; exon 7 and 3' UTR",
-        "location": "Chr7: 31.426055",
-        "mean": "10.926",
-        "additive": "-0.154",
-        "lod_score": "12.8",
-        "lrs_location": "Chr1: 174.792334",
-        "sample_r": "0.107",
-        "num_overlap": 67,
-        "sample_p": "3.898e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.550",
-        "tissue_pvalue": "3.580e-03"
-    },
-    {
-        "index": 45,
-        "trait_id": "1415695_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415695_at:HC_M2_0606_P:44556cafdf6f5e38669b",
-        "symbol": "Psma1",
-        "description": "proteasome (prosome, macropain) subunit, alpha type 1; last four exons and proximal 3' UTR",
-        "location": "Chr7: 121.408358",
-        "mean": "12.346",
-        "additive": "-0.081",
-        "lod_score": "3.1",
-        "lrs_location": "Chr12: 29.344230",
-        "sample_r": "-0.106",
-        "num_overlap": 67,
-        "sample_p": "3.925e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.274",
-        "tissue_pvalue": "1.763e-01"
-    },
-    {
-        "index": 46,
-        "trait_id": "1415745_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415745_a_at:HC_M2_0606_P:0178fc19ada3ba0179fb",
-        "symbol": "Dscr3",
-        "description": "Down syndrome critical region protein 3",
-        "location": "Chr16: 94.719451",
-        "mean": "9.329",
-        "additive": "0.071",
-        "lod_score": "2.2",
-        "lrs_location": "Chr4: 19.960179",
-        "sample_r": "-0.102",
-        "num_overlap": 67,
-        "sample_p": "4.133e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.138",
-        "tissue_pvalue": "5.025e-01"
-    },
-    {
-        "index": 47,
-        "trait_id": "1415763_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415763_a_at:HC_M2_0606_P:489dea4b682a7f0b5dc4",
-        "symbol": "Tmem234",
-        "description": "transmembrane protein 234; far 3' UTR",
-        "location": "Chr4: 129.285471",
-        "mean": "11.370",
-        "additive": "-0.080",
-        "lod_score": "2.7",
-        "lrs_location": "Chr19: 36.251059",
-        "sample_r": "-0.099",
-        "num_overlap": 67,
-        "sample_p": "4.274e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 48,
-        "trait_id": "1415707_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415707_at:HC_M2_0606_P:44193c047da5c37a307d",
-        "symbol": "Anapc2",
-        "description": "anaphase promoting complex subunit 2; last two exons and proximal 3' UTR",
-        "location": "Chr2: 25.140684",
-        "mean": "10.044",
-        "additive": "0.057",
-        "lod_score": "3.0",
-        "lrs_location": "Chr11: 76.761051",
-        "sample_r": "-0.096",
-        "num_overlap": 67,
-        "sample_p": "4.378e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.121",
-        "tissue_pvalue": "5.551e-01"
-    },
-    {
-        "index": 49,
-        "trait_id": "1415716_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415716_a_at:HC_M2_0606_P:c453f863ce1446551a6c",
-        "symbol": "Rps27",
-        "description": "ribosomal protein S27; last two exons and proximal 3' UTR",
-        "location": "Chr3: 90.016627",
-        "mean": "15.694",
-        "additive": "0.132",
-        "lod_score": "3.2",
-        "lrs_location": "Chr1: 165.315110",
-        "sample_r": "0.092",
-        "num_overlap": 67,
-        "sample_p": "4.594e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.150",
-        "tissue_pvalue": "4.654e-01"
-    },
-    {
-        "index": 50,
-        "trait_id": "1415769_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415769_at:HC_M2_0606_P:564c4d3bb19aca88c74b",
-        "symbol": "Itch",
-        "description": "itchy, E3 ubiquitin protein ligase; distal 3' UTR",
-        "location": "Chr2: 155.052012",
-        "mean": "9.460",
-        "additive": "0.057",
-        "lod_score": "2.5",
-        "lrs_location": "Chr7: 56.652492",
-        "sample_r": "0.087",
-        "num_overlap": 67,
-        "sample_p": "4.833e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.373",
-        "tissue_pvalue": "6.074e-02"
-    },
-    {
-        "index": 51,
-        "trait_id": "1415761_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415761_at:HC_M2_0606_P:744c009738648980b1a3",
-        "symbol": "Mrpl52",
-        "description": "mitochondrial ribosomal protein L52; all five exons",
-        "location": "Chr14: 55.045789",
-        "mean": "10.635",
-        "additive": "0.099",
-        "lod_score": "2.9",
-        "lrs_location": "Chr4: 155.235046",
-        "sample_r": "0.085",
-        "num_overlap": 67,
-        "sample_p": "4.953e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.395",
-        "tissue_pvalue": "4.585e-02"
-    },
-    {
-        "index": 52,
-        "trait_id": "1415746_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415746_at:HC_M2_0606_P:fed140f95a21fef772a2",
-        "symbol": "Cic",
-        "description": "capicua transcriptional repressor",
-        "location": "Chr7: 26.078638",
-        "mean": "12.178",
-        "additive": "-0.115",
-        "lod_score": "2.0",
-        "lrs_location": "Chr11: 64.909098",
-        "sample_r": "-0.082",
-        "num_overlap": 67,
-        "sample_p": "5.099e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.263",
-        "tissue_pvalue": "1.949e-01"
-    },
-    {
-        "index": 53,
-        "trait_id": "1415759_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415759_a_at:HC_M2_0606_P:a27045c52162a32061e0",
-        "symbol": "Hbxip",
-        "description": "hepatitis B virus x-interacting protein (binds C-terminus of hepatitis B virus X protein, HBx); last two exons and 3' UTR",
-        "location": "Chr3: 107.084847",
-        "mean": "11.029",
-        "additive": "-0.205",
-        "lod_score": "13.4",
-        "lrs_location": "Chr3: 108.822022",
-        "sample_r": "0.081",
-        "num_overlap": 67,
-        "sample_p": "5.170e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 54,
-        "trait_id": "1415705_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415705_at:HC_M2_0606_P:84786a1fa09230a4b766",
-        "symbol": "Smim7",
-        "description": "small integral membrane protein 7",
-        "location": "Chr8: 75.089847",
-        "mean": "10.144",
-        "additive": "-0.106",
-        "lod_score": "4.3",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "-0.070",
-        "num_overlap": 67,
-        "sample_p": "5.723e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 55,
-        "trait_id": "1415708_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415708_at:HC_M2_0606_P:4c91e4736226606aa737",
-        "symbol": "Tug1",
-        "description": "taurine upregulated gene 1; distal 3' UTR",
-        "location": "Chr11: 3.540066",
-        "mean": "11.596",
-        "additive": "-0.093",
-        "lod_score": "4.0",
-        "lrs_location": "Chr6: 145.406059",
-        "sample_r": "-0.070",
-        "num_overlap": 67,
-        "sample_p": "5.733e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.612",
-        "tissue_pvalue": "8.850e-04"
-    },
-    {
-        "index": 56,
-        "trait_id": "1415766_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415766_at:HC_M2_0606_P:204ca6dc37a14c02d1c5",
-        "symbol": "Sec22l1",
-        "description": "SEC22 vesicle trafficking protein-like 1; distal 3' UTR",
-        "location": "Chr3: 97.726622",
-        "mean": "10.619",
-        "additive": "0.055",
-        "lod_score": "2.0",
-        "lrs_location": "Chr1: 183.936095",
-        "sample_r": "0.070",
-        "num_overlap": 67,
-        "sample_p": "5.757e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 57,
-        "trait_id": "1415722_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415722_a_at:HC_M2_0606_P:c5fd27526c57d8c3fd4b",
-        "symbol": "Vta1",
-        "description": "Vps20-associated 1; last two exons and proximal 3' UTR",
-        "location": "Chr10: 14.375393",
-        "mean": "10.716",
-        "additive": "-0.076",
-        "lod_score": "6.1",
-        "lrs_location": "Chr10: 5.378622",
-        "sample_r": "0.065",
-        "num_overlap": 67,
-        "sample_p": "6.012e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.421",
-        "tissue_pvalue": "3.209e-02"
-    },
-    {
-        "index": 58,
-        "trait_id": "1415689_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415689_s_at:HC_M2_0606_P:a70dcbef5742da689bc1",
-        "symbol": "Zkscan3",
-        "description": "zinc finger with KRAB and SCAN domains 3 (human ZKSCAN4); mid 3' UTR",
-        "location": "Chr13: 21.479302",
-        "mean": "8.611",
-        "additive": "0.064",
-        "lod_score": "1.9",
-        "lrs_location": "Chr4: 154.365177",
-        "sample_r": "-0.064",
-        "num_overlap": 67,
-        "sample_p": "6.046e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.552",
-        "tissue_pvalue": "3.454e-03"
-    },
-    {
-        "index": 59,
-        "trait_id": "1415754_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415754_at:HC_M2_0606_P:e5bf579fd7db6c886098",
-        "symbol": "Polr2f",
-        "description": "polymerase (RNA) II (DNA directed) polypeptide F; 5' UTR and exons 1, 2, and 4",
-        "location": "Chr15: 78.971834",
-        "mean": "10.742",
-        "additive": "0.058",
-        "lod_score": "2.4",
-        "lrs_location": "Chr1: 189.435367",
-        "sample_r": "0.062",
-        "num_overlap": 67,
-        "sample_p": "6.167e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.181",
-        "tissue_pvalue": "3.755e-01"
-    },
-    {
-        "index": 60,
-        "trait_id": "1415765_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415765_at:HC_M2_0606_P:01b87826e23dea53f4fb",
-        "symbol": "Hnrpul2",
-        "description": "heterogeneous nuclear ribonucleoprotein U-like 2 (similar to ubiquitin carboxyl-terminal hydrolase 21); 3' UTR",
-        "location": "Chr19: 8.905975",
-        "mean": "9.165",
-        "additive": "-0.091",
-        "lod_score": "2.9",
-        "lrs_location": "Chr6: 98.258572",
-        "sample_r": "-0.061",
-        "num_overlap": 67,
-        "sample_p": "6.259e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.059",
-        "tissue_pvalue": "7.728e-01"
-    },
-    {
-        "index": 61,
-        "trait_id": "1415714_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415714_a_at:HC_M2_0606_P:24547c4d8e0d33203c93",
-        "symbol": "Snrnp27",
-        "description": "small nuclear ribonucleoprotein 27 kDa (U4/U6.U5); exons 3 and 4",
-        "location": "Chr6: 86.630900",
-        "mean": "12.255",
-        "additive": "0.076",
-        "lod_score": "3.3",
-        "lrs_location": "Chr5: 138.337847",
-        "sample_r": "-0.059",
-        "num_overlap": 67,
-        "sample_p": "6.375e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 62,
-        "trait_id": "1415760_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415760_s_at:HC_M2_0606_P:8c46a844ccc841978948",
-        "symbol": "Atox1",
-        "description": "ATX1 (antioxidant protein 1) homolog 1; last two exons and proximal 3' UTR",
-        "location": "Chr11: 55.263981",
-        "mean": "11.035",
-        "additive": "0.077",
-        "lod_score": "1.8",
-        "lrs_location": "Chr9: 49.215835",
-        "sample_r": "-0.056",
-        "num_overlap": 67,
-        "sample_p": "6.511e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.243",
-        "tissue_pvalue": "2.324e-01"
-    },
-    {
-        "index": 63,
-        "trait_id": "1415734_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415734_at:HC_M2_0606_P:aa7f07dc0f541cde5715",
-        "symbol": "Rab7",
-        "description": "RAB7, member RAS oncogene family (Charcot-Marie-Tooth (CMT) type 2)",
-        "location": "Chr6: 87.949145",
-        "mean": "13.802",
-        "additive": "-0.053",
-        "lod_score": "2.3",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "0.054",
-        "num_overlap": 67,
-        "sample_p": "6.618e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.054",
-        "tissue_pvalue": "7.921e-01"
-    },
-    {
-        "index": 64,
-        "trait_id": "1415719_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415719_s_at:HC_M2_0606_P:90fe587b88df98f034a9",
-        "symbol": "Armc1",
-        "description": "armadillo repeat containing 1; distal 3' UTR",
-        "location": "Chr3: 19.032212",
-        "mean": "11.373",
-        "additive": "-0.193",
-        "lod_score": "17.0",
-        "lrs_location": "Chr3: 19.544553",
-        "sample_r": "-0.053",
-        "num_overlap": 67,
-        "sample_p": "6.680e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.305",
-        "tissue_pvalue": "1.296e-01"
-    },
-    {
-        "index": 65,
-        "trait_id": "1415677_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415677_at:HC_M2_0606_P:0b0c1af1012288383c27",
-        "symbol": "Dhrs1",
-        "description": "dehydrogenase/reductase (SDR family) member 1; last four exons",
-        "location": "Chr14: 56.358423",
-        "mean": "10.640",
-        "additive": "0.070",
-        "lod_score": "4.3",
-        "lrs_location": "Chr1: 29.231425",
-        "sample_r": "0.052",
-        "num_overlap": 67,
-        "sample_p": "6.785e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.238",
-        "tissue_pvalue": "2.422e-01"
-    },
-    {
-        "index": 66,
-        "trait_id": "1415756_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415756_a_at:HC_M2_0606_P:c5252e44b226f6bfb751",
-        "symbol": "Snapap",
-        "description": "SNAP-associated protein; mid 3' UTR",
-        "location": "Chr3: 90.292659",
-        "mean": "9.902",
-        "additive": "-0.155",
-        "lod_score": "9.4",
-        "lrs_location": "Chr3: 89.894692",
-        "sample_r": "-0.052",
-        "num_overlap": 67,
-        "sample_p": "6.788e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.179",
-        "tissue_pvalue": "3.809e-01"
-    },
-    {
-        "index": 67,
-        "trait_id": "1415678_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415678_at:HC_M2_0606_P:04b17c5b061ad6e8904b",
-        "symbol": "Ppm1a",
-        "description": "protein phosphatase 1A, magnesium dependent; 3' UTR",
-        "location": "Chr12: 73.894951",
-        "mean": "11.586",
-        "additive": "-0.075",
-        "lod_score": "3.4",
-        "lrs_location": "Chr12: 76.396441",
-        "sample_r": "-0.051",
-        "num_overlap": 67,
-        "sample_p": "6.841e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.099",
-        "tissue_pvalue": "6.295e-01"
-    },
-    {
-        "index": 68,
-        "trait_id": "1415709_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415709_s_at:HC_M2_0606_P:4b91fccf51bc6263dcae",
-        "symbol": "Gbf1",
-        "description": "Golgi-specific brefeldin A-resistance factor 1",
-        "location": "Chr19: 46.360511",
-        "mean": "9.342",
-        "additive": "0.056",
-        "lod_score": "3.6",
-        "lrs_location": "ChrX: 81.842525",
-        "sample_r": "0.050",
-        "num_overlap": 67,
-        "sample_p": "6.863e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.059",
-        "tissue_pvalue": "7.741e-01"
-    },
-    {
-        "index": 69,
-        "trait_id": "1415671_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415671_at:HC_M2_0606_P:c3cd4876e293def795bf",
-        "symbol": "Atp6v0d1",
-        "description": "ATPase, H+ transporting, lysosomal 38kDa, V0 subunit d1",
-        "location": "Chr8: 108.048521",
-        "mean": "13.278",
-        "additive": "-0.080",
-        "lod_score": "3.7",
-        "lrs_location": "Chr19: 13.033814",
-        "sample_r": "-0.050",
-        "num_overlap": 67,
-        "sample_p": "6.898e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.284",
-        "tissue_pvalue": "1.593e-01"
-    },
-    {
-        "index": 70,
-        "trait_id": "1415752_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415752_at:HC_M2_0606_P:4db5c0fbe608b70cb257",
-        "symbol": "C18orf32",
-        "description": "putative NF-kappa-B-activating protein 200, C18orf32; 3' UTR",
-        "location": "Chr18: 75.169011",
-        "mean": "12.815",
-        "additive": "0.093",
-        "lod_score": "5.3",
-        "lrs_location": "Chr18: 75.843607",
-        "sample_r": "-0.048",
-        "num_overlap": 67,
-        "sample_p": "6.997e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.378",
-        "tissue_pvalue": "5.664e-02"
-    },
-    {
-        "index": 71,
-        "trait_id": "1415749_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415749_a_at:HC_M2_0606_P:7d00997b6e9b339f534d",
-        "symbol": "Rragc",
-        "description": "Ras-related GTP binding C; mid-distal 3' UTR",
-        "location": "Chr4: 123.613693",
-        "mean": "11.140",
-        "additive": "-0.057",
-        "lod_score": "2.2",
-        "lrs_location": "Chr12: 76.396441",
-        "sample_r": "-0.044",
-        "num_overlap": 67,
-        "sample_p": "7.244e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.158",
-        "tissue_pvalue": "4.411e-01"
-    },
-    {
-        "index": 72,
-        "trait_id": "1415673_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415673_at:HC_M2_0606_P:6eb18e73a45c97c7f8d0",
-        "symbol": "Psph",
-        "description": "phosphoserine phosphatase; last three exons and distal 3' UTR",
-        "location": "Chr5: 130.271465",
-        "mean": "9.690",
-        "additive": "-0.121",
-        "lod_score": "6.9",
-        "lrs_location": "Chr1: 174.792334",
-        "sample_r": "-0.043",
-        "num_overlap": 67,
-        "sample_p": "7.325e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.070",
-        "tissue_pvalue": "7.354e-01"
-    },
-    {
-        "index": 73,
-        "trait_id": "1415718_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415718_at:HC_M2_0606_P:9714b7b3046b5c8bf4a0",
-        "symbol": "Sap30l",
-        "description": "SAP30-like (histone deacetylase complex subunit, sin3A-associated protein p30-like protein); last three exons and 3' UTR",
-        "location": "Chr11: 57.619548",
-        "mean": "10.407",
-        "additive": "0.170",
-        "lod_score": "12.8",
-        "lrs_location": "Chr11: 57.088037",
-        "sample_r": "0.041",
-        "num_overlap": 67,
-        "sample_p": "7.418e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.016",
-        "tissue_pvalue": "9.370e-01"
-    },
-    {
-        "index": 74,
-        "trait_id": "1415755_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415755_a_at:HC_M2_0606_P:e23340ac6458755b9d1e",
-        "symbol": "Ube2v1",
-        "description": "ubiquitin-conjugating enzyme E2 variant 1",
-        "location": "Chr2: 23.477654",
-        "mean": "12.282",
-        "additive": "0.053",
-        "lod_score": "2.2",
-        "lrs_location": "Chr6: 127.954548",
-        "sample_r": "0.040",
-        "num_overlap": 67,
-        "sample_p": "7.490e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.321",
-        "tissue_pvalue": "1.102e-01"
-    },
-    {
-        "index": 75,
-        "trait_id": "1415694_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415694_at:HC_M2_0606_P:38c96bb74d8916f0c519",
-        "symbol": "Wars",
-        "description": "tryptophanyl-tRNA synthetase; alternative 3' UTR (short form, test Mendelian 12.109, BXD hippocampus, B high)",
-        "location": "Chr12: 110.098698",
-        "mean": "8.523",
-        "additive": "-0.938",
-        "lod_score": "32.3",
-        "lrs_location": "Chr12: 110.136559",
-        "sample_r": "-0.039",
-        "num_overlap": 67,
-        "sample_p": "7.559e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.275",
-        "tissue_pvalue": "1.738e-01"
-    },
-    {
-        "index": 76,
-        "trait_id": "1415744_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415744_at:HC_M2_0606_P:38f9abcb635f29e5871c",
-        "symbol": "Pfdn6",
-        "description": "prefoldin subunit 6 (H2-K region expressed gene 2); 5' UTR, exons 1, 3, 4, and 3' UTR",
-        "location": "Chr17: 34.075883",
-        "mean": "11.324",
-        "additive": "-0.157",
-        "lod_score": "11.0",
-        "lrs_location": "Chr17: 33.247164",
-        "sample_r": "0.038",
-        "num_overlap": 67,
-        "sample_p": "7.626e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 77,
-        "trait_id": "1415700_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415700_a_at:HC_M2_0606_P:95582b9daa0776067713",
-        "symbol": "Ssr3",
-        "description": "signal sequence receptor, gamma (translocon-associated protein gamma); mid-distal 3' UTR",
-        "location": "Chr3: 65.183917",
-        "mean": "12.068",
-        "additive": "0.067",
-        "lod_score": "2.1",
-        "lrs_location": "Chr7: 27.852865",
-        "sample_r": "0.036",
-        "num_overlap": 67,
-        "sample_p": "7.742e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.354",
-        "tissue_pvalue": "7.623e-02"
-    },
-    {
-        "index": 78,
-        "trait_id": "1415687_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415687_a_at:HC_M2_0606_P:f15bcfef7839d22ca5a3",
-        "symbol": "Psap",
-        "description": "prosaposin; mid and distal 3' UTR",
-        "location": "Chr10: 59.764772",
-        "mean": "14.976",
-        "additive": "0.121",
-        "lod_score": "2.0",
-        "lrs_location": "Chr5: 4.468199",
-        "sample_r": "0.035",
-        "num_overlap": 67,
-        "sample_p": "7.777e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.078",
-        "tissue_pvalue": "7.058e-01"
-    },
-    {
-        "index": 79,
-        "trait_id": "1415729_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415729_at:HC_M2_0606_P:08dc70633663e17111dd",
-        "symbol": "Pdpk1",
-        "description": "3-phosphoinositide dependent protein kinase-1; distal 3' UTR",
-        "location": "Chr17: 24.210667",
-        "mean": "12.376",
-        "additive": "-0.081",
-        "lod_score": "3.0",
-        "lrs_location": "Chr2: 55.266330",
-        "sample_r": "-0.029",
-        "num_overlap": 67,
-        "sample_p": "8.147e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.290",
-        "tissue_pvalue": "1.506e-01"
-    },
-    {
-        "index": 80,
-        "trait_id": "1415672_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415672_at:HC_M2_0606_P:d6a7286d4957f3487196",
-        "symbol": "Golga7",
-        "description": "golgi autoantigen, golgin subfamily a, 7",
-        "location": "Chr8: 24.351869",
-        "mean": "13.218",
-        "additive": "0.063",
-        "lod_score": "2.6",
-        "lrs_location": "Chr13: 120.059030",
-        "sample_r": "-0.027",
-        "num_overlap": 67,
-        "sample_p": "8.305e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.456",
-        "tissue_pvalue": "1.919e-02"
-    },
-    {
-        "index": 81,
-        "trait_id": "1415713_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415713_a_at:HC_M2_0606_P:e22be15fd9ade623e3bb",
-        "symbol": "Ddx24",
-        "description": "DEAD (Asp-Glu-Ala-Asp) box polypeptide 24; last two exons",
-        "location": "Chr12: 104.646500",
-        "mean": "11.808",
-        "additive": "0.052",
-        "lod_score": "3.1",
-        "lrs_location": "Chr9: 15.693672",
-        "sample_r": "-0.026",
-        "num_overlap": 67,
-        "sample_p": "8.322e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.338",
-        "tissue_pvalue": "9.077e-02"
-    },
-    {
-        "index": 82,
-        "trait_id": "1415683_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415683_at:HC_M2_0606_P:f544e88da2dd8adb0b3f",
-        "symbol": "Nmt1",
-        "description": "N-myristoyltransferase 1; exons 10 and 11, and 3' UTR",
-        "location": "Chr11: 102.926047",
-        "mean": "12.261",
-        "additive": "-0.070",
-        "lod_score": "2.6",
-        "lrs_location": "Chr6: 101.797292",
-        "sample_r": "0.026",
-        "num_overlap": 67,
-        "sample_p": "8.375e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.366",
-        "tissue_pvalue": "6.559e-02"
-    },
-    {
-        "index": 83,
-        "trait_id": "1415701_x_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415701_x_at:HC_M2_0606_P:8faa1e92ec8fc8cf33b5",
-        "symbol": "Rpl23",
-        "description": "ribosomal protein L23; spans exons 1, 2, 3, 4, and intron 4, and proximal 3' UTR",
-        "location": "Chr11: 97.639386",
-        "mean": "16.236",
-        "additive": "0.067",
-        "lod_score": "2.7",
-        "lrs_location": "Chr2: 162.502590",
-        "sample_r": "0.024",
-        "num_overlap": 67,
-        "sample_p": "8.474e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.036",
-        "tissue_pvalue": "8.630e-01"
-    },
-    {
-        "index": 84,
-        "trait_id": "1415681_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415681_at:HC_M2_0606_P:96ceed972f5f3da9d52d",
-        "symbol": "Mrpl43",
-        "description": "mitochondrial ribosomal protein L43",
-        "location": "Chr19: 45.079983",
-        "mean": "10.604",
-        "additive": "-0.058",
-        "lod_score": "2.1",
-        "lrs_location": "Chr7: 90.186486",
-        "sample_r": "-0.021",
-        "num_overlap": 67,
-        "sample_p": "8.669e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.362",
-        "tissue_pvalue": "6.958e-02"
-    },
-    {
-        "index": 85,
-        "trait_id": "1415691_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415691_at:HC_M2_0606_P:c6a3213115c205f73f86",
-        "symbol": "Dlg1",
-        "description": "discs, large homolog 1 (presynaptic protein SAP97); distal 3' UTR",
-        "location": "Chr16: 31.872849",
-        "mean": "11.782",
-        "additive": "0.088",
-        "lod_score": "2.9",
-        "lrs_location": "Chr17: 55.490261",
-        "sample_r": "-0.020",
-        "num_overlap": 67,
-        "sample_p": "8.731e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.015",
-        "tissue_pvalue": "9.426e-01"
-    },
-    {
-        "index": 86,
-        "trait_id": "1415715_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415715_at:HC_M2_0606_P:8c7d719635beb0f7a9f5",
-        "symbol": "Slbp",
-        "description": "stem-loop binding protein",
-        "location": "Chr5: 33.995959",
-        "mean": "9.003",
-        "additive": "0.051",
-        "lod_score": "2.2",
-        "lrs_location": "Chr11: 69.415410",
-        "sample_r": "-0.020",
-        "num_overlap": 67,
-        "sample_p": "8.749e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.090",
-        "tissue_pvalue": "6.621e-01"
-    },
-    {
-        "index": 87,
-        "trait_id": "1415751_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415751_at:HC_M2_0606_P:d0d8a9fa8a2b142d4374",
-        "symbol": "Hb1bp3",
-        "description": "heterochromatin protein 1-binding protein 3",
-        "location": "Chr4: 137.798500",
-        "mean": "12.239",
-        "additive": "-0.168",
-        "lod_score": "14.7",
-        "lrs_location": "Chr4: 138.152371",
-        "sample_r": "0.019",
-        "num_overlap": 67,
-        "sample_p": "8.773e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 88,
-        "trait_id": "1415764_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415764_at:HC_M2_0606_P:8a23b78d5d55a0026ceb",
-        "symbol": "Cpsf7",
-        "description": "cleavage and polyadenylation specificity factor 7",
-        "location": "Chr1: 135.516541",
-        "mean": "11.499",
-        "additive": "-0.352",
-        "lod_score": "28.8",
-        "lrs_location": "Chr1: 135.115363",
-        "sample_r": "-0.019",
-        "num_overlap": 67,
-        "sample_p": "8.787e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 89,
-        "trait_id": "1415724_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415724_a_at:HC_M2_0606_P:4ff4b2d244043dc3b03e",
-        "symbol": "Cdc42",
-        "description": "cell division cycle 42 (activator of Rac); mid-distal 3' UTR",
-        "location": "Chr4: 136.876012",
-        "mean": "11.795",
-        "additive": "-0.120",
-        "lod_score": "5.5",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "0.019",
-        "num_overlap": 67,
-        "sample_p": "8.792e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.073",
-        "tissue_pvalue": "7.233e-01"
-    },
-    {
-        "index": 90,
-        "trait_id": "1415737_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415737_at:HC_M2_0606_P:c667a35a9b2b78172117",
-        "symbol": "Rfk",
-        "description": "riboflavin kinase; distal 3' UTR",
-        "location": "Chr19: 17.475267",
-        "mean": "11.552",
-        "additive": "0.414",
-        "lod_score": "35.4",
-        "lrs_location": "Chr19: 16.955950",
-        "sample_r": "0.019",
-        "num_overlap": 67,
-        "sample_p": "8.810e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.117",
-        "tissue_pvalue": "5.681e-01"
-    },
-    {
-        "index": 91,
-        "trait_id": "1415738_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415738_at:HC_M2_0606_P:304349c531fb99926720",
-        "symbol": "Txndc12",
-        "description": "thioredoxin domain-containing protein 12; 3' UTR",
-        "location": "Chr4: 108.534146",
-        "mean": "9.375",
-        "additive": "-0.103",
-        "lod_score": "3.2",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "-0.016",
-        "num_overlap": 67,
-        "sample_p": "9.004e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.135",
-        "tissue_pvalue": "5.114e-01"
-    },
-    {
-        "index": 92,
-        "trait_id": "1415735_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415735_at:HC_M2_0606_P:f30f5a5f571c8c61d459",
-        "symbol": "Ddb1",
-        "description": "damage-specific DNA binding protein 1, 127 kDa",
-        "location": "Chr19: 10.703737",
-        "mean": "10.647",
-        "additive": "-0.085",
-        "lod_score": "5.1",
-        "lrs_location": "Chr16: 28.990480",
-        "sample_r": "0.016",
-        "num_overlap": 67,
-        "sample_p": "9.008e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.248",
-        "tissue_pvalue": "2.217e-01"
-    },
-    {
-        "index": 93,
-        "trait_id": "1415684_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415684_at:HC_M2_0606_P:710753b49f7e38406e4b",
-        "symbol": "Atg5",
-        "description": "autophagy related 5; mid 3' UTR",
-        "location": "Chr10: 44.083511",
-        "mean": "8.854",
-        "additive": "-0.068",
-        "lod_score": "2.2",
-        "lrs_location": "Chr6: 145.406059",
-        "sample_r": "-0.014",
-        "num_overlap": 67,
-        "sample_p": "9.086e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.109",
-        "tissue_pvalue": "5.954e-01"
-    },
-    {
-        "index": 94,
-        "trait_id": "1415686_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415686_at:HC_M2_0606_P:455a84fffcd7a0997580",
-        "symbol": "Rab14",
-        "description": "Rab GTPase family member 14",
-        "location": "Chr2: 35.036216",
-        "mean": "12.112",
-        "additive": "0.110",
-        "lod_score": "3.6",
-        "lrs_location": "Chr14: 124.508018",
-        "sample_r": "-0.013",
-        "num_overlap": 67,
-        "sample_p": "9.139e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.056",
-        "tissue_pvalue": "7.850e-01"
-    },
-    {
-        "index": 95,
-        "trait_id": "1415685_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415685_at:HC_M2_0606_P:60c84786fe2f4a62d13d",
-        "symbol": "Mtif2",
-        "description": "mitochondrial translational initiation factor 2",
-        "location": "Chr11: 29.442428",
-        "mean": "9.271",
-        "additive": "-0.367",
-        "lod_score": "23.1",
-        "lrs_location": "Chr11: 28.975002",
-        "sample_r": "0.012",
-        "num_overlap": 67,
-        "sample_p": "9.259e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.358",
-        "tissue_pvalue": "7.272e-02"
-    },
-    {
-        "index": 96,
-        "trait_id": "1415679_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415679_at:HC_M2_0606_P:513339a6b22faab7d8f6",
-        "symbol": "Psenen",
-        "description": "presenilin enhancer 2; 5' UTR, all exons, and 3' UTR",
-        "location": "Chr7: 31.346914",
-        "mean": "11.480",
-        "additive": "-0.283",
-        "lod_score": "19.1",
-        "lrs_location": "Chr7: 31.505577",
-        "sample_r": "-0.011",
-        "num_overlap": 67,
-        "sample_p": "9.286e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.002",
-        "tissue_pvalue": "9.929e-01"
-    },
-    {
-        "index": 97,
-        "trait_id": "1415710_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415710_at:HC_M2_0606_P:4b8e32a96cf0e9bb30d3",
-        "symbol": "Cox18",
-        "description": "cytochrome c oxidase assembly protein 18; last three exons and proximal 3' UTR",
-        "location": "Chr5: 90.644087",
-        "mean": "9.513",
-        "additive": "0.402",
-        "lod_score": "33.4",
-        "lrs_location": "Chr5: 90.500265",
-        "sample_r": "0.010",
-        "num_overlap": 67,
-        "sample_p": "9.360e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.420",
-        "tissue_pvalue": "3.257e-02"
-    },
-    {
-        "index": 98,
-        "trait_id": "1415702_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415702_a_at:HC_M2_0606_P:7ef725f27498e294d14a",
-        "symbol": "Ctbp1",
-        "description": "C-terminal binding protein 1; 3' UTR",
-        "location": "Chr5: 33.590456",
-        "mean": "12.530",
-        "additive": "-0.056",
-        "lod_score": "2.3",
-        "lrs_location": "Chr12: 76.993653",
-        "sample_r": "-0.010",
-        "num_overlap": 67,
-        "sample_p": "9.372e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.514",
-        "tissue_pvalue": "7.288e-03"
-    },
-    {
-        "index": 99,
-        "trait_id": "1415711_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415711_at:HC_M2_0606_P:f71bb40cdefd07ae95d6",
-        "symbol": "Arfgef1",
-        "description": "ADP-ribosylation factor guanine nucleotide-exchange factor 1 (brefeldin A-inhibited); 3' UTR",
-        "location": "Chr18: 22.122655",
-        "mean": "11.617",
-        "additive": "-0.055",
-        "lod_score": "3.3",
-        "lrs_location": "Chr2: 50.500580",
-        "sample_r": "-0.003",
-        "num_overlap": 67,
-        "sample_p": "9.802e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.020",
-        "tissue_pvalue": "9.216e-01"
-    },
-    {
-        "index": 100,
-        "trait_id": "1415726_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415726_at:HC_M2_0606_P:89e8ab5b988a202a2fb0",
-        "symbol": "Ankrd17",
-        "description": "ankyrin repeat domain protein 17; last exon and proximal 3' UTR",
-        "location": "Chr5: 90.657781",
-        "mean": "11.533",
-        "additive": "0.046",
-        "lod_score": "2.0",
-        "lrs_location": "Chr14: 42.819085",
-        "sample_r": "0.000",
-        "num_overlap": 67,
-        "sample_p": "9.991e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.530",
-        "tissue_pvalue": "5.382e-03"
-    }
-]
\ No newline at end of file
diff --git a/tests/unit/correlation/__init__.py b/tests/unit/correlation/__init__.py
deleted file mode 100644
index e69de29..0000000
--- a/tests/unit/correlation/__init__.py
+++ /dev/null
diff --git a/tests/unit/correlation/correlation_test_data.json b/tests/unit/correlation/correlation_test_data.json
deleted file mode 100644
index 87d24e3..0000000
--- a/tests/unit/correlation/correlation_test_data.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "primary_samples": "C57BL/6J,DBA/2J,B6D2F1,D2B6F1,BXD1,BXD2,BXD5,BXD6,BXD8,BXD9,BXD11,BXD12,BXD13,BXD14,BXD15,BXD16,BXD18,BXD19,BXD20,BXD21,BXD22,BXD23,BXD24,BXD24a,BXD25,BXD27,BXD28,BXD29,BXD30,BXD31,BXD32,BXD33,BXD34,BXD35,BXD36,BXD37,BXD38,BXD39,BXD40,BXD41,BXD42,BXD43,BXD44,BXD45,BXD48,BXD48a,BXD49,BXD50,BXD51,BXD52,BXD53,BXD54,BXD55,BXD56,BXD59,BXD60,BXD61,BXD62,BXD63,BXD64,BXD65,BXD65a,BXD65b,BXD66,BXD67,BXD68,BXD69,BXD70,BXD71,BXD72,BXD73,BXD73a,BXD73b,BXD74,BXD75,BXD76,BXD77,BXD78,BXD79,BXD81,BXD83,BXD84,BXD85,BXD86,BXD87,BXD88,BXD89,BXD90,BXD91,BXD93,BXD94,BXD95,BXD98,BXD99,BXD100,BXD101,BXD102,BXD104,BXD105,BXD106,BXD107,BXD108,BXD109,BXD110,BXD111,BXD112,BXD113,BXD114,BXD115,BXD116,BXD117,BXD119,BXD120,BXD121,BXD122,BXD123,BXD124,BXD125,BXD126,BXD127,BXD128,BXD128a,BXD130,BXD131,BXD132,BXD133,BXD134,BXD135,BXD136,BXD137,BXD138,BXD139,BXD141,BXD142,BXD144,BXD145,BXD146,BXD147,BXD148,BXD149,BXD150,BXD151,BXD152,BXD153,BXD154,BXD155,BXD156,BXD157,BXD160,BXD161,BXD162,BXD165,BXD168,BXD169,BXD170,BXD171,BXD172,BXD173,BXD174,BXD175,BXD176,BXD177,BXD178,BXD180,BXD181,BXD183,BXD184,BXD186,BXD187,BXD188,BXD189,BXD190,BXD191,BXD192,BXD193,BXD194,BXD195,BXD196,BXD197,BXD198,BXD199,BXD200,BXD201,BXD202,BXD203,BXD204,BXD205,BXD206,BXD207,BXD208,BXD209,BXD210,BXD211,BXD212,BXD213,BXD214,BXD215,BXD216,BXD217,BXD218,BXD219,BXD220",
-    "trait_id": "1444666_at",
-    "dataset": "HC_M2_0606_P",
-    "sample_vals": "{\"C57BL/6J\":\"6.638\",\"DBA/2J\":\"6.266\",\"B6D2F1\":\"6.494\",\"D2B6F1\":\"6.565\",\"BXD1\":\"6.357\",\"BXD2\":\"6.456\",\"BXD5\":\"6.590\",\"BXD6\":\"6.568\",\"BXD8\":\"6.581\",\"BXD9\":\"6.322\",\"BXD11\":\"6.519\",\"BXD12\":\"6.543\",\"BXD13\":\"6.636\",\"BXD14\":\"x\",\"BXD15\":\"6.578\",\"BXD16\":\"6.636\",\"BXD18\":\"x\",\"BXD19\":\"6.562\",\"BXD20\":\"6.610\",\"BXD21\":\"6.668\",\"BXD22\":\"6.607\",\"BXD23\":\"6.513\",\"BXD24\":\"6.601\",\"BXD24a\":\"x\",\"BXD25\":\"x\",\"BXD27\":\"6.573\",\"BXD28\":\"6.639\",\"BXD29\":\"6.656\",\"BXD30\":\"x\",\"BXD31\":\"6.549\",\"BXD32\":\"6.502\",\"BXD33\":\"6.584\",\"BXD34\":\"6.261\",\"BXD35\":\"x\",\"BXD36\":\"x\",\"BXD37\":\"x\",\"BXD38\":\"6.646\",\"BXD39\":\"6.584\",\"BXD40\":\"6.790\",\"BXD41\":\"x\",\"BXD42\":\"6.536\",\"BXD43\":\"6.476\",\"BXD44\":\"6.545\",\"BXD45\":\"6.742\",\"BXD48\":\"6.393\",\"BXD48a\":\"6.618\",\"BXD49\":\"x\",\"BXD50\":\"6.496\",\"BXD51\":\"6.494\",\"BXD52\":\"x\",\"BXD53\":\"x\",\"BXD54\":\"x\",\"BXD55\":\"6.263\",\"BXD56\":\"x\",\"BXD59\":\"x\",\"BXD60\":\"6.541\",\"BXD61\":\"6.662\",\"BXD62\":\"6.628\",\"BXD63\":\"6.556\",\"BXD64\":\"6.572\",\"BXD65\":\"6.530\",\"BXD65a\":\"6.280\",\"BXD65b\":\"6.490\",\"BXD66\":\"6.608\",\"BXD67\":\"6.534\",\"BXD68\":\"6.352\",\"BXD69\":\"6.548\",\"BXD70\":\"6.520\",\"BXD71\":\"x\",\"BXD72\":\"x\",\"BXD73\":\"6.484\",\"BXD73a\":\"6.486\",\"BXD73b\":\"x\",\"BXD74\":\"6.639\",\"BXD75\":\"6.401\",\"BXD76\":\"6.452\",\"BXD77\":\"6.568\",\"BXD78\":\"x\",\"BXD79\":\"6.642\",\"BXD81\":\"x\",\"BXD83\":\"6.446\",\"BXD84\":\"6.582\",\"BXD85\":\"6.484\",\"BXD86\":\"6.877\",\"BXD87\":\"6.474\",\"BXD88\":\"x\",\"BXD89\":\"6.676\",\"BXD90\":\"6.644\",\"BXD91\":\"x\",\"BXD93\":\"6.620\",\"BXD94\":\"6.528\",\"BXD95\":\"x\",\"BXD98\":\"6.486\",\"BXD99\":\"6.530\",\"BXD100\":\"x\",\"BXD101\":\"x\",\"BXD102\":\"x\",\"BXD104\":\"x\",\"BXD105\":\"x\",\"BXD106\":\"x\",\"BXD107\":\"x\",\"BXD108\":\"x\",\"BXD109\":\"x\",\"BXD110\":\"x\",\"BXD111\":\"x\",\"BXD112\":\"x\",\"BXD113\":\"x\",\"BXD114\":\"x\",\"BXD115\":\"x\",\"BXD116\":\"x\",\"BXD117\":\"x\",\"BXD119\":\"x\",\"BXD120\":\"x\",\"BXD121\":\"x\",\"BXD122\":\"x\",\"BXD123\":\"x\",\"BXD124\":\"x\",\"BXD125\":\"x\",\"BXD126\":\"x\",\"BXD127\":\"x\",\"BXD128\":\"x\",\"BXD128a\":\"x\",\"BXD130\":\"x\",\"BXD131\":\"x\",\"BXD132\":\"x\",\"BXD133\":\"x\",\"BXD134\":\"x\",\"BXD135\":\"x\",\"BXD136\":\"x\",\"BXD137\":\"x\",\"BXD138\":\"x\",\"BXD139\":\"x\",\"BXD141\":\"x\",\"BXD142\":\"x\",\"BXD144\":\"x\",\"BXD145\":\"x\",\"BXD146\":\"x\",\"BXD147\":\"x\",\"BXD148\":\"x\",\"BXD149\":\"x\",\"BXD150\":\"x\",\"BXD151\":\"x\",\"BXD152\":\"x\",\"BXD153\":\"x\",\"BXD154\":\"x\",\"BXD155\":\"x\",\"BXD156\":\"x\",\"BXD157\":\"x\",\"BXD160\":\"x\",\"BXD161\":\"x\",\"BXD162\":\"x\",\"BXD165\":\"x\",\"BXD168\":\"x\",\"BXD169\":\"x\",\"BXD170\":\"x\",\"BXD171\":\"x\",\"BXD172\":\"x\",\"BXD173\":\"x\",\"BXD174\":\"x\",\"BXD175\":\"x\",\"BXD176\":\"x\",\"BXD177\":\"x\",\"BXD178\":\"x\",\"BXD180\":\"x\",\"BXD181\":\"x\",\"BXD183\":\"x\",\"BXD184\":\"x\",\"BXD186\":\"x\",\"BXD187\":\"x\",\"BXD188\":\"x\",\"BXD189\":\"x\",\"BXD190\":\"x\",\"BXD191\":\"x\",\"BXD192\":\"x\",\"BXD193\":\"x\",\"BXD194\":\"x\",\"BXD195\":\"x\",\"BXD196\":\"x\",\"BXD197\":\"x\",\"BXD198\":\"x\",\"BXD199\":\"x\",\"BXD200\":\"x\",\"BXD201\":\"x\",\"BXD202\":\"x\",\"BXD203\":\"x\",\"BXD204\":\"x\",\"BXD205\":\"x\",\"BXD206\":\"x\",\"BXD207\":\"x\",\"BXD208\":\"x\",\"BXD209\":\"x\",\"BXD210\":\"x\",\"BXD211\":\"x\",\"BXD212\":\"x\",\"BXD213\":\"x\",\"BXD214\":\"x\",\"BXD215\":\"x\",\"BXD216\":\"x\",\"BXD217\":\"x\",\"BXD218\":\"x\",\"BXD219\":\"x\",\"BXD220\":\"x\"}",
-    "corr_type": "lit",
-    "corr_dataset": "HC_M2_0606_P",
-    "corr_return_results": "100",
-    "corr_samples_group": "samples_primary",
-    "corr_sample_method": "pearson",
-    "min_expr": "",
-    "location_type": "gene",
-    "loc_chr": "",
-    "min_loc_mb": "",
-    "max_loc_mb": "",
-    "p_range_lower": "-0.60",
-    "p_range_upper": "0.74"
-}
\ No newline at end of file
diff --git a/tests/unit/correlation/dataset.json b/tests/unit/correlation/dataset.json
deleted file mode 100644
index 8a53ed5..0000000
--- a/tests/unit/correlation/dataset.json
+++ /dev/null
@@ -1,64 +0,0 @@
-{
-   "name":"HC_M2_0606_P",
-   "id":112,
-   "shortname":"Hippocampus M430v2 BXD 06/06 PDNN",
-   "fullname":"Hippocampus Consortium M430v2 (Jun06) PDNN",
-   "type":"ProbeSet",
-   "data_scale":"log2",
-   "search_fields":[
-      "Name",
-      "Description",
-      "Probe_Target_Description",
-      "Symbol",
-      "Alias",
-      "GenbankId",
-      "UniGeneId",
-      "RefSeq_TranscriptId"
-   ],
-   "display_fields":[
-      "name",
-      "symbol",
-      "description",
-      "probe_target_description",
-      "chr",
-      "mb",
-      "alias",
-      "geneid",
-      "genbankid",
-      "unigeneid",
-      "omim",
-      "refseq_transcriptid",
-      "blatseq",
-      "targetseq",
-      "chipid",
-      "comments",
-      "strand_probe",
-      "strand_gene",
-      "proteinid",
-      "uniprotid",
-      "probe_set_target_region",
-      "probe_set_specificity",
-      "probe_set_blat_score",
-      "probe_set_blat_mb_start",
-      "probe_set_blat_mb_end",
-      "probe_set_strand",
-      "probe_set_note_by_rw",
-      "flag"
-   ],
-   "header_fields":[
-      "Index",
-      "Record",
-      "Symbol",
-      "Description",
-      "Location",
-      "Mean",
-      "Max LRS",
-      "Max LRS Location",
-      "Additive Effect"
-   ],
-   "query_for_group":"\n                        SELECT\n                                InbredSet.Name, InbredSet.Id, InbredSet.GeneticType\n                        FROM\n                                InbredSet, ProbeSetFreeze, ProbeFreeze\n                        WHERE\n                                ProbeFreeze.InbredSetId = InbredSet.Id AND\n                                ProbeFreeze.Id = ProbeSetFreeze.ProbeFreezeId AND\n                                ProbeSetFreeze.Name = \"HC_M2_0606_P\"\n                ",
-   "tissue":"Hippocampus mRNA",
-   "group":"None",
-   "accession_id":"None",
-   "species":"None"
-}
\ No newline at end of file
diff --git a/tests/unit/correlation/expected_correlation_results.json b/tests/unit/correlation/expected_correlation_results.json
deleted file mode 100644
index b5bbc2d..0000000
--- a/tests/unit/correlation/expected_correlation_results.json
+++ /dev/null
@@ -1,1902 +0,0 @@
-[
-    {
-        "index": 1,
-        "trait_id": "1415758_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415758_at:HC_M2_0606_P:da50fa1141a7d608ab20",
-        "symbol": "Fryl",
-        "description": "furry homolog-like; far 3' UTR",
-        "location": "Chr5: 72.964984",
-        "mean": "9.193",
-        "additive": "-0.081",
-        "lod_score": "4.4",
-        "lrs_location": "Chr1: 196.404284",
-        "sample_r": "-0.407",
-        "num_overlap": 67,
-        "sample_p": "6.234e-04",
-        "lit_corr": "--",
-        "tissue_corr": "-0.221",
-        "tissue_pvalue": "2.780e-01"
-    },
-    {
-        "index": 2,
-        "trait_id": "1415693_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415693_at:HC_M2_0606_P:0959e913366f559ea22b",
-        "symbol": "Derl1",
-        "description": "derlin 1; proximal to mid 3' UTR",
-        "location": "Chr15: 57.702171",
-        "mean": "9.445",
-        "additive": "0.056",
-        "lod_score": "2.1",
-        "lrs_location": "Chr1: 193.731996",
-        "sample_r": "0.398",
-        "num_overlap": 67,
-        "sample_p": "8.614e-04",
-        "lit_corr": "--",
-        "tissue_corr": "0.114",
-        "tissue_pvalue": "5.800e-01"
-    },
-    {
-        "index": 3,
-        "trait_id": "1415753_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415753_at:HC_M2_0606_P:d75ca42e7fa1613364bb",
-        "symbol": "Fam108a",
-        "description": "abhydrolase domain-containing protein FAM108A; last two exons and proximal 3' UTR",
-        "location": "Chr10: 80.046470",
-        "mean": "12.731",
-        "additive": "0.050",
-        "lod_score": "1.5",
-        "lrs_location": "ChrX: 103.404884",
-        "sample_r": "0.384",
-        "num_overlap": 67,
-        "sample_p": "1.344e-03",
-        "lit_corr": "--",
-        "tissue_corr": "0.108",
-        "tissue_pvalue": "5.990e-01"
-    },
-    {
-        "index": 4,
-        "trait_id": "1415740_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415740_at:HC_M2_0606_P:755cdc41d0d50a03b647",
-        "symbol": "Psmc5",
-        "description": "protease (prosome, macropain) 26S subunit, ATPase 5; exons 7, 8, 9",
-        "location": "Chr11: 106.123450",
-        "mean": "12.424",
-        "additive": "0.059",
-        "lod_score": "2.6",
-        "lrs_location": "Chr9: 34.013550",
-        "sample_r": "0.364",
-        "num_overlap": 67,
-        "sample_p": "2.476e-03",
-        "lit_corr": "--",
-        "tissue_corr": "0.333",
-        "tissue_pvalue": "9.696e-02"
-    },
-    {
-        "index": 5,
-        "trait_id": "1415757_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415757_at:HC_M2_0606_P:8bbf06aa2e3aa5530934",
-        "symbol": "Gbf1",
-        "description": "Golgi-specific brefeldin A-resistance factor 1; last exon and proximal 3' UTR",
-        "location": "Chr19: 46.360410",
-        "mean": "9.800",
-        "additive": "-0.062",
-        "lod_score": "2.0",
-        "lrs_location": "Chr17: 52.750885",
-        "sample_r": "0.363",
-        "num_overlap": 67,
-        "sample_p": "2.539e-03",
-        "lit_corr": "--",
-        "tissue_corr": "-0.059",
-        "tissue_pvalue": "7.741e-01"
-    },
-    {
-        "index": 6,
-        "trait_id": "1415768_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415768_a_at:HC_M2_0606_P:5e67109eee04f5da3393",
-        "symbol": "Ube2r2",
-        "description": "ubiquitin-conjugating enzyme E2R 2",
-        "location": "Chr4: 41.137929",
-        "mean": "9.811",
-        "additive": "-0.087",
-        "lod_score": "3.3",
-        "lrs_location": "Chr12: 114.553844",
-        "sample_r": "-0.312",
-        "num_overlap": 67,
-        "sample_p": "1.019e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.007",
-        "tissue_pvalue": "9.711e-01"
-    },
-    {
-        "index": 7,
-        "trait_id": "1415670_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415670_at:HC_M2_0606_P:4f82d7374f29ebfacaaf",
-        "symbol": "Copg",
-        "description": "coatomer protein complex, subunit gamma 1; two of the three last exons and proximal 3' UTR",
-        "location": "Chr6: 87.859681",
-        "mean": "11.199",
-        "additive": "-0.113",
-        "lod_score": "3.7",
-        "lrs_location": "Chr1: 157.588921",
-        "sample_r": "0.305",
-        "num_overlap": 67,
-        "sample_p": "1.200e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.405",
-        "tissue_pvalue": "4.032e-02"
-    },
-    {
-        "index": 8,
-        "trait_id": "1415742_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415742_at:HC_M2_0606_P:b72a582a1f840a18c3e7",
-        "symbol": "Aup1",
-        "description": "ancient ubiquitous protein 1",
-        "location": "Chr6: 83.006784",
-        "mean": "9.529",
-        "additive": "-0.062",
-        "lod_score": "2.4",
-        "lrs_location": "Chr19: 16.955950",
-        "sample_r": "0.295",
-        "num_overlap": 67,
-        "sample_p": "1.523e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.033",
-        "tissue_pvalue": "8.716e-01"
-    },
-    {
-        "index": 9,
-        "trait_id": "1415743_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415743_at:HC_M2_0606_P:3187245a079e824b4236",
-        "symbol": "Hdac5",
-        "description": "histone deacetylase 5; last four exons",
-        "location": "Chr11: 102.057397",
-        "mean": "11.009",
-        "additive": "0.081",
-        "lod_score": "2.1",
-        "lrs_location": "Chr7: 125.263073",
-        "sample_r": "0.285",
-        "num_overlap": 67,
-        "sample_p": "1.950e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.005",
-        "tissue_pvalue": "9.823e-01"
-    },
-    {
-        "index": 10,
-        "trait_id": "1415690_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415690_at:HC_M2_0606_P:603b215ede00b6fe1104",
-        "symbol": "Mrp127",
-        "description": "39S ribosomal protein L27, mitochondrial; last three exons",
-        "location": "Chr11: 94.517922",
-        "mean": "12.569",
-        "additive": "0.063",
-        "lod_score": "1.9",
-        "lrs_location": "Chr2: 164.779024",
-        "sample_r": "0.266",
-        "num_overlap": 67,
-        "sample_p": "2.986e-02",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 11,
-        "trait_id": "1415727_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415727_at:HC_M2_0606_P:cb40b8cba0eee75781a6",
-        "symbol": "Apoa1bp",
-        "description": "apolipoprotein A-I binding protein; exons 3 through 6",
-        "location": "Chr3: 87.860534",
-        "mean": "11.707",
-        "additive": "-0.076",
-        "lod_score": "2.8",
-        "lrs_location": "Chr3: 56.295375",
-        "sample_r": "0.263",
-        "num_overlap": 67,
-        "sample_p": "3.136e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.535",
-        "tissue_pvalue": "4.841e-03"
-    },
-    {
-        "index": 12,
-        "trait_id": "1415730_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415730_at:HC_M2_0606_P:a970e0610a56ac4aba27",
-        "symbol": "Cpsf7",
-        "description": "cleavage and polyadenylation specificity factor 7; distal 3' UTR (transQTL on Chr 4 in BXD eye data)",
-        "location": "Chr19: 10.621618",
-        "mean": "10.662",
-        "additive": "-0.048",
-        "lod_score": "2.1",
-        "lrs_location": "Chr1: 188.085707",
-        "sample_r": "-0.263",
-        "num_overlap": 67,
-        "sample_p": "3.164e-02",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 13,
-        "trait_id": "1415741_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415741_at:HC_M2_0606_P:033752be361d32960c29",
-        "symbol": "Tmem165",
-        "description": "transmembrane protein 165; 3' UTR",
-        "location": "Chr5: 76.637708",
-        "mean": "10.974",
-        "additive": "0.048",
-        "lod_score": "2.0",
-        "lrs_location": "Chr4: 5.606394",
-        "sample_r": "-0.258",
-        "num_overlap": 67,
-        "sample_p": "3.489e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.271",
-        "tissue_pvalue": "1.812e-01"
-    },
-    {
-        "index": 14,
-        "trait_id": "1415725_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415725_at:HC_M2_0606_P:fbd6458be4f8ccbf1dc0",
-        "symbol": "Rrn3",
-        "description": "RRN3 RNA polymerase I transcription factor homolog (yeast)",
-        "location": "Chr16: 13.814359",
-        "mean": "9.195",
-        "additive": "-0.085",
-        "lod_score": "2.8",
-        "lrs_location": "Chr1: 148.717644",
-        "sample_r": "0.256",
-        "num_overlap": 67,
-        "sample_p": "3.636e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.587",
-        "tissue_pvalue": "1.621e-03"
-    },
-    {
-        "index": 15,
-        "trait_id": "1415717_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415717_at:HC_M2_0606_P:dd51438830e4033114f8",
-        "symbol": "Rnf220",
-        "description": "ring finger protein 220; mid 3' UTR",
-        "location": "Chr4: 116.944155",
-        "mean": "10.778",
-        "additive": "-0.084",
-        "lod_score": "2.4",
-        "lrs_location": "Chr4: 122.536808",
-        "sample_r": "0.242",
-        "num_overlap": 67,
-        "sample_p": "4.816e-02",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 16,
-        "trait_id": "1415703_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415703_at:HC_M2_0606_P:51ee8e47654845a546f0",
-        "symbol": "Huwe1",
-        "description": "HECT, UBA and WWE domain containing 1; last 3 exons and proximal 3' UTR",
-        "location": "ChrX: 148.367136",
-        "mean": "11.335",
-        "additive": "-0.094",
-        "lod_score": "2.3",
-        "lrs_location": "Chr1: 135.891043",
-        "sample_r": "0.235",
-        "num_overlap": 67,
-        "sample_p": "5.541e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.528",
-        "tissue_pvalue": "5.576e-03"
-    },
-    {
-        "index": 17,
-        "trait_id": "1415748_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415748_a_at:HC_M2_0606_P:749a2279081b54e89885",
-        "symbol": "Dctn5",
-        "description": "dynactin 5; last exon and proximal half of 3' UTR",
-        "location": "Chr7: 129.291923",
-        "mean": "11.250",
-        "additive": "0.071",
-        "lod_score": "3.4",
-        "lrs_location": "Chr5: 138.337847",
-        "sample_r": "0.230",
-        "num_overlap": 67,
-        "sample_p": "6.133e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.064",
-        "tissue_pvalue": "7.557e-01"
-    },
-    {
-        "index": 18,
-        "trait_id": "1415706_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415706_at:HC_M2_0606_P:ddfffdb78d0ff84d6a1a",
-        "symbol": "Copa",
-        "description": "coatomer protein complex, subunit alpha; 3' UTR",
-        "location": "Chr1: 174.051912",
-        "mean": "12.577",
-        "additive": "-0.143",
-        "lod_score": "8.7",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "0.224",
-        "num_overlap": 67,
-        "sample_p": "6.829e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.147",
-        "tissue_pvalue": "4.739e-01"
-    },
-    {
-        "index": 19,
-        "trait_id": "1415696_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415696_at:HC_M2_0606_P:da00b2667d7c27dc76a2",
-        "symbol": "Sar1a",
-        "description": "SAR1 gene homolog A; distal 3' UTR",
-        "location": "Chr10: 61.155492",
-        "mean": "11.447",
-        "additive": "-0.051",
-        "lod_score": "2.4",
-        "lrs_location": "Chr15: 87.788313",
-        "sample_r": "0.220",
-        "num_overlap": 67,
-        "sample_p": "7.356e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.559",
-        "tissue_pvalue": "3.015e-03"
-    },
-    {
-        "index": 20,
-        "trait_id": "1415731_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415731_at:HC_M2_0606_P:9e91e97ca1001091a5f3",
-        "symbol": "Angel2",
-        "description": "angel homolog 2; distal 3' UTR",
-        "location": "Chr1: 192.769800",
-        "mean": "9.490",
-        "additive": "0.062",
-        "lod_score": "2.6",
-        "lrs_location": "Chr14: 124.508018",
-        "sample_r": "0.218",
-        "num_overlap": 67,
-        "sample_p": "7.623e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.232",
-        "tissue_pvalue": "2.544e-01"
-    },
-    {
-        "index": 21,
-        "trait_id": "1415750_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415750_at:HC_M2_0606_P:c9f757736d57e5f23aa5",
-        "symbol": "Tbl3",
-        "description": "transducin (beta)-like 3",
-        "location": "Chr17: 24.838067",
-        "mean": "8.703",
-        "additive": "-0.132",
-        "lod_score": "10.0",
-        "lrs_location": "Chr17: 23.322636",
-        "sample_r": "0.213",
-        "num_overlap": 67,
-        "sample_p": "8.332e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.312",
-        "tissue_pvalue": "1.211e-01"
-    },
-    {
-        "index": 22,
-        "trait_id": "1415680_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415680_at:HC_M2_0606_P:22e90a54261cb373975e",
-        "symbol": "Anapc1",
-        "description": "anaphase promoting complex subunit 1; last 3 exons and 3' UTR",
-        "location": "Chr2: 128.438499",
-        "mean": "9.180",
-        "additive": "-0.102",
-        "lod_score": "8.7",
-        "lrs_location": "Chr2: 125.304784",
-        "sample_r": "-0.210",
-        "num_overlap": 67,
-        "sample_p": "8.734e-02",
-        "lit_corr": "--",
-        "tissue_corr": "0.367",
-        "tissue_pvalue": "6.539e-02"
-    },
-    {
-        "index": 23,
-        "trait_id": "1415712_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415712_at:HC_M2_0606_P:48e284402cb79a5fbede",
-        "symbol": "Zranb1",
-        "description": "zinc finger, RAN-binding domain containing 1 (ubiquitin thioesterase, TRAF-binding protein); far 3' UTR (M430AB control duplicate)",
-        "location": "Chr7: 140.175988",
-        "mean": "9.923",
-        "additive": "-0.079",
-        "lod_score": "2.8",
-        "lrs_location": "Chr5: 143.642242",
-        "sample_r": "-0.208",
-        "num_overlap": 67,
-        "sample_p": "9.125e-02",
-        "lit_corr": "--",
-        "tissue_corr": "-0.068",
-        "tissue_pvalue": "7.413e-01"
-    },
-    {
-        "index": 24,
-        "trait_id": "1415674_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415674_a_at:HC_M2_0606_P:c8e7fb1fcad21d73fcfd",
-        "symbol": "Trappc4",
-        "description": "trafficking protein particle complex 4; exons 3 and 4",
-        "location": "Chr9: 44.212489",
-        "mean": "10.760",
-        "additive": "-0.065",
-        "lod_score": "3.3",
-        "lrs_location": "Chr5: 69.527298",
-        "sample_r": "0.201",
-        "num_overlap": 67,
-        "sample_p": "1.028e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.334",
-        "tissue_pvalue": "9.587e-02"
-    },
-    {
-        "index": 25,
-        "trait_id": "1415747_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415747_s_at:HC_M2_0606_P:5d86584be55f6cec47ab",
-        "symbol": "Riok3",
-        "description": "RIO kinase 3 (yeast); mid to distal 3' UTR",
-        "location": "Chr18: 12.314783",
-        "mean": "10.906",
-        "additive": "0.068",
-        "lod_score": "2.1",
-        "lrs_location": "Chr4: 13.764991",
-        "sample_r": "-0.198",
-        "num_overlap": 67,
-        "sample_p": "1.081e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.282",
-        "tissue_pvalue": "1.628e-01"
-    },
-    {
-        "index": 26,
-        "trait_id": "1415682_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415682_at:HC_M2_0606_P:d02febdf17a279a71088",
-        "symbol": "Xpo7",
-        "description": "exportin 7",
-        "location": "Chr14: 71.064730",
-        "mean": "9.075",
-        "additive": "-0.073",
-        "lod_score": "2.8",
-        "lrs_location": "Chr17: 68.421021",
-        "sample_r": "0.197",
-        "num_overlap": 67,
-        "sample_p": "1.092e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.322",
-        "tissue_pvalue": "1.084e-01"
-    },
-    {
-        "index": 27,
-        "trait_id": "1415732_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415732_at:HC_M2_0606_P:c0010f5b42f210874883",
-        "symbol": "Abhd16a",
-        "description": "abhydrolase domain containing 16A; last five exons including proximal 3' UTR",
-        "location": "Chr17: 35.238940",
-        "mean": "10.798",
-        "additive": "-0.132",
-        "lod_score": "6.1",
-        "lrs_location": "Chr17: 37.015392",
-        "sample_r": "0.177",
-        "num_overlap": 67,
-        "sample_p": "1.527e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 28,
-        "trait_id": "1415688_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415688_at:HC_M2_0606_P:4c3b6c7cd3d447f2346c",
-        "symbol": "Ube2g1",
-        "description": "ubiquitin-conjugating enzyme E2 G1; mid to distal 3' UTR",
-        "location": "Chr11: 72.497627",
-        "mean": "11.494",
-        "additive": "-0.116",
-        "lod_score": "7.1",
-        "lrs_location": "Chr11: 72.486317",
-        "sample_r": "-0.173",
-        "num_overlap": 67,
-        "sample_p": "1.605e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.365",
-        "tissue_pvalue": "6.671e-02"
-    },
-    {
-        "index": 29,
-        "trait_id": "1415698_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415698_at:HC_M2_0606_P:4d8988a8fac8bdbce9c2",
-        "symbol": "Golm1",
-        "description": "Golgi membrane protein 1; distal 3' UTR",
-        "location": "Chr13: 59.736417",
-        "mean": "11.367",
-        "additive": "0.113",
-        "lod_score": "2.9",
-        "lrs_location": "Chr7: 36.124856",
-        "sample_r": "0.151",
-        "num_overlap": 67,
-        "sample_p": "2.221e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.053",
-        "tissue_pvalue": "7.958e-01"
-    },
-    {
-        "index": 30,
-        "trait_id": "1415697_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415697_at:HC_M2_0606_P:ab18358c61fbc03fdf13",
-        "symbol": "G3bp2",
-        "description": "GTPase activating protein (SH3 domain) binding protein 2; mid proximal 3' UTR",
-        "location": "Chr5: 92.482845",
-        "mean": "10.768",
-        "additive": "0.137",
-        "lod_score": "3.6",
-        "lrs_location": "Chr5: 138.337847",
-        "sample_r": "0.142",
-        "num_overlap": 67,
-        "sample_p": "2.504e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.107",
-        "tissue_pvalue": "6.032e-01"
-    },
-    {
-        "index": 31,
-        "trait_id": "1415676_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415676_a_at:HC_M2_0606_P:b236ce0b2af4408662b6",
-        "symbol": "Psmb5",
-        "description": "proteasome (prosome, macropain) subunit, beta type 5; coding exons 2 and 3",
-        "location": "Chr14: 55.233131",
-        "mean": "14.199",
-        "additive": "0.130",
-        "lod_score": "6.9",
-        "lrs_location": "Chr14: 54.987777",
-        "sample_r": "-0.136",
-        "num_overlap": 67,
-        "sample_p": "2.725e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.152",
-        "tissue_pvalue": "4.580e-01"
-    },
-    {
-        "index": 32,
-        "trait_id": "1415723_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415723_at:HC_M2_0606_P:8672294efc1c30e220c2",
-        "symbol": "Eif5",
-        "description": "eukaryotic translation initiation factor 5; distal 3' UTR",
-        "location": "Chr12: 112.784258",
-        "mean": "12.507",
-        "additive": "-0.196",
-        "lod_score": "12.9",
-        "lrs_location": "Chr12: 112.426348",
-        "sample_r": "-0.134",
-        "num_overlap": 67,
-        "sample_p": "2.795e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.105",
-        "tissue_pvalue": "6.104e-01"
-    },
-    {
-        "index": 33,
-        "trait_id": "1415692_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415692_s_at:HC_M2_0606_P:a30c9243d16dd6d28826",
-        "symbol": "Canx",
-        "description": "calnexin; mid 3' UTR",
-        "location": "Chr11: 50.108505",
-        "mean": "13.862",
-        "additive": "0.090",
-        "lod_score": "3.3",
-        "lrs_location": "Chr9: 15.693672",
-        "sample_r": "0.133",
-        "num_overlap": 67,
-        "sample_p": "2.828e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.298",
-        "tissue_pvalue": "1.388e-01"
-    },
-    {
-        "index": 34,
-        "trait_id": "1415728_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415728_at:HC_M2_0606_P:449a770634eff3bac9f5",
-        "symbol": "Pabpn1",
-        "description": "polyadenylate-binding protein 2; far 3' UTR",
-        "location": "Chr14: 55.517242",
-        "mean": "10.510",
-        "additive": "0.150",
-        "lod_score": "2.3",
-        "lrs_location": "Chr19: 53.933992",
-        "sample_r": "-0.130",
-        "num_overlap": 67,
-        "sample_p": "2.942e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.132",
-        "tissue_pvalue": "5.194e-01"
-    },
-    {
-        "index": 35,
-        "trait_id": "1415675_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415675_at:HC_M2_0606_P:9712db695d534370b0d9",
-        "symbol": "Dpm2",
-        "description": "dolichol-phosphate (beta-D) mannosyltransferase 2; last exon and proximal to mid 3' UTR",
-        "location": "Chr2: 32.428524",
-        "mean": "10.207",
-        "additive": "-0.043",
-        "lod_score": "2.6",
-        "lrs_location": "Chr13: 30.769380",
-        "sample_r": "-0.129",
-        "num_overlap": 67,
-        "sample_p": "2.966e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.102",
-        "tissue_pvalue": "6.201e-01"
-    },
-    {
-        "index": 36,
-        "trait_id": "1415721_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415721_a_at:HC_M2_0606_P:fd804230fcc3400d6b4b",
-        "symbol": "Naa60",
-        "description": "N(alpha)-acetyltransferase 60, NatF catalytic subunit; distal 3' UTR",
-        "location": "Chr16: 3.904169",
-        "mean": "10.153",
-        "additive": "-0.059",
-        "lod_score": "3.6",
-        "lrs_location": "Chr2: 159.368724",
-        "sample_r": "0.128",
-        "num_overlap": 67,
-        "sample_p": "3.004e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 37,
-        "trait_id": "1415733_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415733_a_at:HC_M2_0606_P:4eff33f3ecd4c0dd418e",
-        "symbol": "Shb",
-        "description": "Src homology 2 domain containing adaptor protein B; putative far 3' UTR (or intercalated neighbor)",
-        "location": "Chr4: 45.118127",
-        "mean": "10.756",
-        "additive": "-0.044",
-        "lod_score": "1.9",
-        "lrs_location": "Chr5: 69.527298",
-        "sample_r": "0.126",
-        "num_overlap": 67,
-        "sample_p": "3.103e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.149",
-        "tissue_pvalue": "4.678e-01"
-    },
-    {
-        "index": 38,
-        "trait_id": "1415720_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415720_s_at:HC_M2_0606_P:4e7dab211ec586e8297a",
-        "symbol": "Mad2l1bp",
-        "description": "mitotic arrest deficient 2, homolog-like 1 (MAD2L1) binding protein; last exon and 3' UTR",
-        "location": "Chr17: 46.284624",
-        "mean": "7.057",
-        "additive": "0.048",
-        "lod_score": "2.5",
-        "lrs_location": "Chr8: 33.934048",
-        "sample_r": "0.122",
-        "num_overlap": 67,
-        "sample_p": "3.262e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.463",
-        "tissue_pvalue": "1.709e-02"
-    },
-    {
-        "index": 39,
-        "trait_id": "1415767_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415767_at:HC_M2_0606_P:3e5a802a95121f3ffa1f",
-        "symbol": "Ythdf1",
-        "description": "YTH domain family, member 1; mid 3' UTR",
-        "location": "Chr2: 180.639551",
-        "mean": "10.902",
-        "additive": "-0.051",
-        "lod_score": "2.2",
-        "lrs_location": "Chr6: 145.406059",
-        "sample_r": "-0.120",
-        "num_overlap": 67,
-        "sample_p": "3.325e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.382",
-        "tissue_pvalue": "5.396e-02"
-    },
-    {
-        "index": 40,
-        "trait_id": "1415762_x_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415762_x_at:HC_M2_0606_P:978ad700958782192aa2",
-        "symbol": "Mrpl52",
-        "description": "mitochondrial ribosomal protein L52",
-        "location": "Chr14: 55.045789",
-        "mean": "10.926",
-        "additive": "0.086",
-        "lod_score": "2.5",
-        "lrs_location": "Chr1: 190.087097",
-        "sample_r": "0.118",
-        "num_overlap": 67,
-        "sample_p": "3.406e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.395",
-        "tissue_pvalue": "4.585e-02"
-    },
-    {
-        "index": 41,
-        "trait_id": "1415736_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415736_at:HC_M2_0606_P:c9bd62acd0c2cc087606",
-        "symbol": "Pfdn5",
-        "description": "prefoldin 5",
-        "location": "Chr15: 102.156651",
-        "mean": "13.571",
-        "additive": "0.095",
-        "lod_score": "2.3",
-        "lrs_location": "Chr10: 5.378622",
-        "sample_r": "0.118",
-        "num_overlap": 67,
-        "sample_p": "3.418e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.261",
-        "tissue_pvalue": "1.975e-01"
-    },
-    {
-        "index": 42,
-        "trait_id": "1415704_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415704_a_at:HC_M2_0606_P:a05982c0214ff2dc2a40",
-        "symbol": "Cdv3",
-        "description": "carnitine deficiency-associated gene expressed in ventricle 3",
-        "location": "Chr9: 103.255487",
-        "mean": "10.994",
-        "additive": "0.060",
-        "lod_score": "3.1",
-        "lrs_location": "Chr3: 10.018672",
-        "sample_r": "-0.115",
-        "num_overlap": 67,
-        "sample_p": "3.539e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.598",
-        "tissue_pvalue": "1.246e-03"
-    },
-    {
-        "index": 43,
-        "trait_id": "1415699_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415699_a_at:HC_M2_0606_P:8a5c52aea60cad17e29c",
-        "symbol": "Gps1",
-        "description": "G protein pathway suppressor 1 (COP9 signalosome complex subunit 1)",
-        "location": "Chr11: 120.649820",
-        "mean": "12.033",
-        "additive": "0.065",
-        "lod_score": "3.4",
-        "lrs_location": "Chr11: 62.910461",
-        "sample_r": "-0.114",
-        "num_overlap": 67,
-        "sample_p": "3.575e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.150",
-        "tissue_pvalue": "4.638e-01"
-    },
-    {
-        "index": 44,
-        "trait_id": "1415739_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415739_at:HC_M2_0606_P:c5e8b34713057f53dd07",
-        "symbol": "Rbm42",
-        "description": "RNA-binding motif protein 42; exon 7 and 3' UTR",
-        "location": "Chr7: 31.426055",
-        "mean": "10.926",
-        "additive": "-0.154",
-        "lod_score": "12.8",
-        "lrs_location": "Chr1: 174.792334",
-        "sample_r": "0.107",
-        "num_overlap": 67,
-        "sample_p": "3.898e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.550",
-        "tissue_pvalue": "3.580e-03"
-    },
-    {
-        "index": 45,
-        "trait_id": "1415695_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415695_at:HC_M2_0606_P:44556cafdf6f5e38669b",
-        "symbol": "Psma1",
-        "description": "proteasome (prosome, macropain) subunit, alpha type 1; last four exons and proximal 3' UTR",
-        "location": "Chr7: 121.408358",
-        "mean": "12.346",
-        "additive": "-0.081",
-        "lod_score": "3.1",
-        "lrs_location": "Chr12: 29.344230",
-        "sample_r": "-0.106",
-        "num_overlap": 67,
-        "sample_p": "3.925e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.274",
-        "tissue_pvalue": "1.763e-01"
-    },
-    {
-        "index": 46,
-        "trait_id": "1415745_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415745_a_at:HC_M2_0606_P:0178fc19ada3ba0179fb",
-        "symbol": "Dscr3",
-        "description": "Down syndrome critical region protein 3",
-        "location": "Chr16: 94.719451",
-        "mean": "9.329",
-        "additive": "0.071",
-        "lod_score": "2.2",
-        "lrs_location": "Chr4: 19.960179",
-        "sample_r": "-0.102",
-        "num_overlap": 67,
-        "sample_p": "4.133e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.138",
-        "tissue_pvalue": "5.025e-01"
-    },
-    {
-        "index": 47,
-        "trait_id": "1415763_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415763_a_at:HC_M2_0606_P:489dea4b682a7f0b5dc4",
-        "symbol": "Tmem234",
-        "description": "transmembrane protein 234; far 3' UTR",
-        "location": "Chr4: 129.285471",
-        "mean": "11.370",
-        "additive": "-0.080",
-        "lod_score": "2.7",
-        "lrs_location": "Chr19: 36.251059",
-        "sample_r": "-0.099",
-        "num_overlap": 67,
-        "sample_p": "4.274e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 48,
-        "trait_id": "1415707_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415707_at:HC_M2_0606_P:44193c047da5c37a307d",
-        "symbol": "Anapc2",
-        "description": "anaphase promoting complex subunit 2; last two exons and proximal 3' UTR",
-        "location": "Chr2: 25.140684",
-        "mean": "10.044",
-        "additive": "0.057",
-        "lod_score": "3.0",
-        "lrs_location": "Chr11: 76.761051",
-        "sample_r": "-0.096",
-        "num_overlap": 67,
-        "sample_p": "4.378e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.121",
-        "tissue_pvalue": "5.551e-01"
-    },
-    {
-        "index": 49,
-        "trait_id": "1415716_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415716_a_at:HC_M2_0606_P:c453f863ce1446551a6c",
-        "symbol": "Rps27",
-        "description": "ribosomal protein S27; last two exons and proximal 3' UTR",
-        "location": "Chr3: 90.016627",
-        "mean": "15.694",
-        "additive": "0.132",
-        "lod_score": "3.2",
-        "lrs_location": "Chr1: 165.315110",
-        "sample_r": "0.092",
-        "num_overlap": 67,
-        "sample_p": "4.594e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.150",
-        "tissue_pvalue": "4.654e-01"
-    },
-    {
-        "index": 50,
-        "trait_id": "1415769_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415769_at:HC_M2_0606_P:564c4d3bb19aca88c74b",
-        "symbol": "Itch",
-        "description": "itchy, E3 ubiquitin protein ligase; distal 3' UTR",
-        "location": "Chr2: 155.052012",
-        "mean": "9.460",
-        "additive": "0.057",
-        "lod_score": "2.5",
-        "lrs_location": "Chr7: 56.652492",
-        "sample_r": "0.087",
-        "num_overlap": 67,
-        "sample_p": "4.833e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.373",
-        "tissue_pvalue": "6.074e-02"
-    },
-    {
-        "index": 51,
-        "trait_id": "1415761_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415761_at:HC_M2_0606_P:744c009738648980b1a3",
-        "symbol": "Mrpl52",
-        "description": "mitochondrial ribosomal protein L52; all five exons",
-        "location": "Chr14: 55.045789",
-        "mean": "10.635",
-        "additive": "0.099",
-        "lod_score": "2.9",
-        "lrs_location": "Chr4: 155.235046",
-        "sample_r": "0.085",
-        "num_overlap": 67,
-        "sample_p": "4.953e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.395",
-        "tissue_pvalue": "4.585e-02"
-    },
-    {
-        "index": 52,
-        "trait_id": "1415746_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415746_at:HC_M2_0606_P:fed140f95a21fef772a2",
-        "symbol": "Cic",
-        "description": "capicua transcriptional repressor",
-        "location": "Chr7: 26.078638",
-        "mean": "12.178",
-        "additive": "-0.115",
-        "lod_score": "2.0",
-        "lrs_location": "Chr11: 64.909098",
-        "sample_r": "-0.082",
-        "num_overlap": 67,
-        "sample_p": "5.099e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.263",
-        "tissue_pvalue": "1.949e-01"
-    },
-    {
-        "index": 53,
-        "trait_id": "1415759_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415759_a_at:HC_M2_0606_P:a27045c52162a32061e0",
-        "symbol": "Hbxip",
-        "description": "hepatitis B virus x-interacting protein (binds C-terminus of hepatitis B virus X protein, HBx); last two exons and 3' UTR",
-        "location": "Chr3: 107.084847",
-        "mean": "11.029",
-        "additive": "-0.205",
-        "lod_score": "13.4",
-        "lrs_location": "Chr3: 108.822022",
-        "sample_r": "0.081",
-        "num_overlap": 67,
-        "sample_p": "5.170e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 54,
-        "trait_id": "1415705_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415705_at:HC_M2_0606_P:84786a1fa09230a4b766",
-        "symbol": "Smim7",
-        "description": "small integral membrane protein 7",
-        "location": "Chr8: 75.089847",
-        "mean": "10.144",
-        "additive": "-0.106",
-        "lod_score": "4.3",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "-0.070",
-        "num_overlap": 67,
-        "sample_p": "5.723e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 55,
-        "trait_id": "1415708_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415708_at:HC_M2_0606_P:4c91e4736226606aa737",
-        "symbol": "Tug1",
-        "description": "taurine upregulated gene 1; distal 3' UTR",
-        "location": "Chr11: 3.540066",
-        "mean": "11.596",
-        "additive": "-0.093",
-        "lod_score": "4.0",
-        "lrs_location": "Chr6: 145.406059",
-        "sample_r": "-0.070",
-        "num_overlap": 67,
-        "sample_p": "5.733e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.612",
-        "tissue_pvalue": "8.850e-04"
-    },
-    {
-        "index": 56,
-        "trait_id": "1415766_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415766_at:HC_M2_0606_P:204ca6dc37a14c02d1c5",
-        "symbol": "Sec22l1",
-        "description": "SEC22 vesicle trafficking protein-like 1; distal 3' UTR",
-        "location": "Chr3: 97.726622",
-        "mean": "10.619",
-        "additive": "0.055",
-        "lod_score": "2.0",
-        "lrs_location": "Chr1: 183.936095",
-        "sample_r": "0.070",
-        "num_overlap": 67,
-        "sample_p": "5.757e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 57,
-        "trait_id": "1415722_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415722_a_at:HC_M2_0606_P:c5fd27526c57d8c3fd4b",
-        "symbol": "Vta1",
-        "description": "Vps20-associated 1; last two exons and proximal 3' UTR",
-        "location": "Chr10: 14.375393",
-        "mean": "10.716",
-        "additive": "-0.076",
-        "lod_score": "6.1",
-        "lrs_location": "Chr10: 5.378622",
-        "sample_r": "0.065",
-        "num_overlap": 67,
-        "sample_p": "6.012e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.421",
-        "tissue_pvalue": "3.209e-02"
-    },
-    {
-        "index": 58,
-        "trait_id": "1415689_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415689_s_at:HC_M2_0606_P:a70dcbef5742da689bc1",
-        "symbol": "Zkscan3",
-        "description": "zinc finger with KRAB and SCAN domains 3 (human ZKSCAN4); mid 3' UTR",
-        "location": "Chr13: 21.479302",
-        "mean": "8.611",
-        "additive": "0.064",
-        "lod_score": "1.9",
-        "lrs_location": "Chr4: 154.365177",
-        "sample_r": "-0.064",
-        "num_overlap": 67,
-        "sample_p": "6.046e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.552",
-        "tissue_pvalue": "3.454e-03"
-    },
-    {
-        "index": 59,
-        "trait_id": "1415754_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415754_at:HC_M2_0606_P:e5bf579fd7db6c886098",
-        "symbol": "Polr2f",
-        "description": "polymerase (RNA) II (DNA directed) polypeptide F; 5' UTR and exons 1, 2, and 4",
-        "location": "Chr15: 78.971834",
-        "mean": "10.742",
-        "additive": "0.058",
-        "lod_score": "2.4",
-        "lrs_location": "Chr1: 189.435367",
-        "sample_r": "0.062",
-        "num_overlap": 67,
-        "sample_p": "6.167e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.181",
-        "tissue_pvalue": "3.755e-01"
-    },
-    {
-        "index": 60,
-        "trait_id": "1415765_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415765_at:HC_M2_0606_P:01b87826e23dea53f4fb",
-        "symbol": "Hnrpul2",
-        "description": "heterogeneous nuclear ribonucleoprotein U-like 2 (similar to ubiquitin carboxyl-terminal hydrolase 21); 3' UTR",
-        "location": "Chr19: 8.905975",
-        "mean": "9.165",
-        "additive": "-0.091",
-        "lod_score": "2.9",
-        "lrs_location": "Chr6: 98.258572",
-        "sample_r": "-0.061",
-        "num_overlap": 67,
-        "sample_p": "6.259e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.059",
-        "tissue_pvalue": "7.728e-01"
-    },
-    {
-        "index": 61,
-        "trait_id": "1415714_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415714_a_at:HC_M2_0606_P:24547c4d8e0d33203c93",
-        "symbol": "Snrnp27",
-        "description": "small nuclear ribonucleoprotein 27 kDa (U4/U6.U5); exons 3 and 4",
-        "location": "Chr6: 86.630900",
-        "mean": "12.255",
-        "additive": "0.076",
-        "lod_score": "3.3",
-        "lrs_location": "Chr5: 138.337847",
-        "sample_r": "-0.059",
-        "num_overlap": 67,
-        "sample_p": "6.375e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 62,
-        "trait_id": "1415760_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415760_s_at:HC_M2_0606_P:8c46a844ccc841978948",
-        "symbol": "Atox1",
-        "description": "ATX1 (antioxidant protein 1) homolog 1; last two exons and proximal 3' UTR",
-        "location": "Chr11: 55.263981",
-        "mean": "11.035",
-        "additive": "0.077",
-        "lod_score": "1.8",
-        "lrs_location": "Chr9: 49.215835",
-        "sample_r": "-0.056",
-        "num_overlap": 67,
-        "sample_p": "6.511e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.243",
-        "tissue_pvalue": "2.324e-01"
-    },
-    {
-        "index": 63,
-        "trait_id": "1415734_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415734_at:HC_M2_0606_P:aa7f07dc0f541cde5715",
-        "symbol": "Rab7",
-        "description": "RAB7, member RAS oncogene family (Charcot-Marie-Tooth (CMT) type 2)",
-        "location": "Chr6: 87.949145",
-        "mean": "13.802",
-        "additive": "-0.053",
-        "lod_score": "2.3",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "0.054",
-        "num_overlap": 67,
-        "sample_p": "6.618e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.054",
-        "tissue_pvalue": "7.921e-01"
-    },
-    {
-        "index": 64,
-        "trait_id": "1415719_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415719_s_at:HC_M2_0606_P:90fe587b88df98f034a9",
-        "symbol": "Armc1",
-        "description": "armadillo repeat containing 1; distal 3' UTR",
-        "location": "Chr3: 19.032212",
-        "mean": "11.373",
-        "additive": "-0.193",
-        "lod_score": "17.0",
-        "lrs_location": "Chr3: 19.544553",
-        "sample_r": "-0.053",
-        "num_overlap": 67,
-        "sample_p": "6.680e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.305",
-        "tissue_pvalue": "1.296e-01"
-    },
-    {
-        "index": 65,
-        "trait_id": "1415677_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415677_at:HC_M2_0606_P:0b0c1af1012288383c27",
-        "symbol": "Dhrs1",
-        "description": "dehydrogenase/reductase (SDR family) member 1; last four exons",
-        "location": "Chr14: 56.358423",
-        "mean": "10.640",
-        "additive": "0.070",
-        "lod_score": "4.3",
-        "lrs_location": "Chr1: 29.231425",
-        "sample_r": "0.052",
-        "num_overlap": 67,
-        "sample_p": "6.785e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.238",
-        "tissue_pvalue": "2.422e-01"
-    },
-    {
-        "index": 66,
-        "trait_id": "1415756_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415756_a_at:HC_M2_0606_P:c5252e44b226f6bfb751",
-        "symbol": "Snapap",
-        "description": "SNAP-associated protein; mid 3' UTR",
-        "location": "Chr3: 90.292659",
-        "mean": "9.902",
-        "additive": "-0.155",
-        "lod_score": "9.4",
-        "lrs_location": "Chr3: 89.894692",
-        "sample_r": "-0.052",
-        "num_overlap": 67,
-        "sample_p": "6.788e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.179",
-        "tissue_pvalue": "3.809e-01"
-    },
-    {
-        "index": 67,
-        "trait_id": "1415678_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415678_at:HC_M2_0606_P:04b17c5b061ad6e8904b",
-        "symbol": "Ppm1a",
-        "description": "protein phosphatase 1A, magnesium dependent; 3' UTR",
-        "location": "Chr12: 73.894951",
-        "mean": "11.586",
-        "additive": "-0.075",
-        "lod_score": "3.4",
-        "lrs_location": "Chr12: 76.396441",
-        "sample_r": "-0.051",
-        "num_overlap": 67,
-        "sample_p": "6.841e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.099",
-        "tissue_pvalue": "6.295e-01"
-    },
-    {
-        "index": 68,
-        "trait_id": "1415709_s_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415709_s_at:HC_M2_0606_P:4b91fccf51bc6263dcae",
-        "symbol": "Gbf1",
-        "description": "Golgi-specific brefeldin A-resistance factor 1",
-        "location": "Chr19: 46.360511",
-        "mean": "9.342",
-        "additive": "0.056",
-        "lod_score": "3.6",
-        "lrs_location": "ChrX: 81.842525",
-        "sample_r": "0.050",
-        "num_overlap": 67,
-        "sample_p": "6.863e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.059",
-        "tissue_pvalue": "7.741e-01"
-    },
-    {
-        "index": 69,
-        "trait_id": "1415671_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415671_at:HC_M2_0606_P:c3cd4876e293def795bf",
-        "symbol": "Atp6v0d1",
-        "description": "ATPase, H+ transporting, lysosomal 38kDa, V0 subunit d1",
-        "location": "Chr8: 108.048521",
-        "mean": "13.278",
-        "additive": "-0.080",
-        "lod_score": "3.7",
-        "lrs_location": "Chr19: 13.033814",
-        "sample_r": "-0.050",
-        "num_overlap": 67,
-        "sample_p": "6.898e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.284",
-        "tissue_pvalue": "1.593e-01"
-    },
-    {
-        "index": 70,
-        "trait_id": "1415752_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415752_at:HC_M2_0606_P:4db5c0fbe608b70cb257",
-        "symbol": "C18orf32",
-        "description": "putative NF-kappa-B-activating protein 200, C18orf32; 3' UTR",
-        "location": "Chr18: 75.169011",
-        "mean": "12.815",
-        "additive": "0.093",
-        "lod_score": "5.3",
-        "lrs_location": "Chr18: 75.843607",
-        "sample_r": "-0.048",
-        "num_overlap": 67,
-        "sample_p": "6.997e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.378",
-        "tissue_pvalue": "5.664e-02"
-    },
-    {
-        "index": 71,
-        "trait_id": "1415749_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415749_a_at:HC_M2_0606_P:7d00997b6e9b339f534d",
-        "symbol": "Rragc",
-        "description": "Ras-related GTP binding C; mid-distal 3' UTR",
-        "location": "Chr4: 123.613693",
-        "mean": "11.140",
-        "additive": "-0.057",
-        "lod_score": "2.2",
-        "lrs_location": "Chr12: 76.396441",
-        "sample_r": "-0.044",
-        "num_overlap": 67,
-        "sample_p": "7.244e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.158",
-        "tissue_pvalue": "4.411e-01"
-    },
-    {
-        "index": 72,
-        "trait_id": "1415673_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415673_at:HC_M2_0606_P:6eb18e73a45c97c7f8d0",
-        "symbol": "Psph",
-        "description": "phosphoserine phosphatase; last three exons and distal 3' UTR",
-        "location": "Chr5: 130.271465",
-        "mean": "9.690",
-        "additive": "-0.121",
-        "lod_score": "6.9",
-        "lrs_location": "Chr1: 174.792334",
-        "sample_r": "-0.043",
-        "num_overlap": 67,
-        "sample_p": "7.325e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.070",
-        "tissue_pvalue": "7.354e-01"
-    },
-    {
-        "index": 73,
-        "trait_id": "1415718_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415718_at:HC_M2_0606_P:9714b7b3046b5c8bf4a0",
-        "symbol": "Sap30l",
-        "description": "SAP30-like (histone deacetylase complex subunit, sin3A-associated protein p30-like protein); last three exons and 3' UTR",
-        "location": "Chr11: 57.619548",
-        "mean": "10.407",
-        "additive": "0.170",
-        "lod_score": "12.8",
-        "lrs_location": "Chr11: 57.088037",
-        "sample_r": "0.041",
-        "num_overlap": 67,
-        "sample_p": "7.418e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.016",
-        "tissue_pvalue": "9.370e-01"
-    },
-    {
-        "index": 74,
-        "trait_id": "1415755_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415755_a_at:HC_M2_0606_P:e23340ac6458755b9d1e",
-        "symbol": "Ube2v1",
-        "description": "ubiquitin-conjugating enzyme E2 variant 1",
-        "location": "Chr2: 23.477654",
-        "mean": "12.282",
-        "additive": "0.053",
-        "lod_score": "2.2",
-        "lrs_location": "Chr6: 127.954548",
-        "sample_r": "0.040",
-        "num_overlap": 67,
-        "sample_p": "7.490e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.321",
-        "tissue_pvalue": "1.102e-01"
-    },
-    {
-        "index": 75,
-        "trait_id": "1415694_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415694_at:HC_M2_0606_P:38c96bb74d8916f0c519",
-        "symbol": "Wars",
-        "description": "tryptophanyl-tRNA synthetase; alternative 3' UTR (short form, test Mendelian 12.109, BXD hippocampus, B high)",
-        "location": "Chr12: 110.098698",
-        "mean": "8.523",
-        "additive": "-0.938",
-        "lod_score": "32.3",
-        "lrs_location": "Chr12: 110.136559",
-        "sample_r": "-0.039",
-        "num_overlap": 67,
-        "sample_p": "7.559e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.275",
-        "tissue_pvalue": "1.738e-01"
-    },
-    {
-        "index": 76,
-        "trait_id": "1415744_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415744_at:HC_M2_0606_P:38f9abcb635f29e5871c",
-        "symbol": "Pfdn6",
-        "description": "prefoldin subunit 6 (H2-K region expressed gene 2); 5' UTR, exons 1, 3, 4, and 3' UTR",
-        "location": "Chr17: 34.075883",
-        "mean": "11.324",
-        "additive": "-0.157",
-        "lod_score": "11.0",
-        "lrs_location": "Chr17: 33.247164",
-        "sample_r": "0.038",
-        "num_overlap": 67,
-        "sample_p": "7.626e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 77,
-        "trait_id": "1415700_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415700_a_at:HC_M2_0606_P:95582b9daa0776067713",
-        "symbol": "Ssr3",
-        "description": "signal sequence receptor, gamma (translocon-associated protein gamma); mid-distal 3' UTR",
-        "location": "Chr3: 65.183917",
-        "mean": "12.068",
-        "additive": "0.067",
-        "lod_score": "2.1",
-        "lrs_location": "Chr7: 27.852865",
-        "sample_r": "0.036",
-        "num_overlap": 67,
-        "sample_p": "7.742e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.354",
-        "tissue_pvalue": "7.623e-02"
-    },
-    {
-        "index": 78,
-        "trait_id": "1415687_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415687_a_at:HC_M2_0606_P:f15bcfef7839d22ca5a3",
-        "symbol": "Psap",
-        "description": "prosaposin; mid and distal 3' UTR",
-        "location": "Chr10: 59.764772",
-        "mean": "14.976",
-        "additive": "0.121",
-        "lod_score": "2.0",
-        "lrs_location": "Chr5: 4.468199",
-        "sample_r": "0.035",
-        "num_overlap": 67,
-        "sample_p": "7.777e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.078",
-        "tissue_pvalue": "7.058e-01"
-    },
-    {
-        "index": 79,
-        "trait_id": "1415729_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415729_at:HC_M2_0606_P:08dc70633663e17111dd",
-        "symbol": "Pdpk1",
-        "description": "3-phosphoinositide dependent protein kinase-1; distal 3' UTR",
-        "location": "Chr17: 24.210667",
-        "mean": "12.376",
-        "additive": "-0.081",
-        "lod_score": "3.0",
-        "lrs_location": "Chr2: 55.266330",
-        "sample_r": "-0.029",
-        "num_overlap": 67,
-        "sample_p": "8.147e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.290",
-        "tissue_pvalue": "1.506e-01"
-    },
-    {
-        "index": 80,
-        "trait_id": "1415672_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415672_at:HC_M2_0606_P:d6a7286d4957f3487196",
-        "symbol": "Golga7",
-        "description": "golgi autoantigen, golgin subfamily a, 7",
-        "location": "Chr8: 24.351869",
-        "mean": "13.218",
-        "additive": "0.063",
-        "lod_score": "2.6",
-        "lrs_location": "Chr13: 120.059030",
-        "sample_r": "-0.027",
-        "num_overlap": 67,
-        "sample_p": "8.305e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.456",
-        "tissue_pvalue": "1.919e-02"
-    },
-    {
-        "index": 81,
-        "trait_id": "1415713_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415713_a_at:HC_M2_0606_P:e22be15fd9ade623e3bb",
-        "symbol": "Ddx24",
-        "description": "DEAD (Asp-Glu-Ala-Asp) box polypeptide 24; last two exons",
-        "location": "Chr12: 104.646500",
-        "mean": "11.808",
-        "additive": "0.052",
-        "lod_score": "3.1",
-        "lrs_location": "Chr9: 15.693672",
-        "sample_r": "-0.026",
-        "num_overlap": 67,
-        "sample_p": "8.322e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.338",
-        "tissue_pvalue": "9.077e-02"
-    },
-    {
-        "index": 82,
-        "trait_id": "1415683_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415683_at:HC_M2_0606_P:f544e88da2dd8adb0b3f",
-        "symbol": "Nmt1",
-        "description": "N-myristoyltransferase 1; exons 10 and 11, and 3' UTR",
-        "location": "Chr11: 102.926047",
-        "mean": "12.261",
-        "additive": "-0.070",
-        "lod_score": "2.6",
-        "lrs_location": "Chr6: 101.797292",
-        "sample_r": "0.026",
-        "num_overlap": 67,
-        "sample_p": "8.375e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.366",
-        "tissue_pvalue": "6.559e-02"
-    },
-    {
-        "index": 83,
-        "trait_id": "1415701_x_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415701_x_at:HC_M2_0606_P:8faa1e92ec8fc8cf33b5",
-        "symbol": "Rpl23",
-        "description": "ribosomal protein L23; spans exons 1, 2, 3, 4, and intron 4, and proximal 3' UTR",
-        "location": "Chr11: 97.639386",
-        "mean": "16.236",
-        "additive": "0.067",
-        "lod_score": "2.7",
-        "lrs_location": "Chr2: 162.502590",
-        "sample_r": "0.024",
-        "num_overlap": 67,
-        "sample_p": "8.474e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.036",
-        "tissue_pvalue": "8.630e-01"
-    },
-    {
-        "index": 84,
-        "trait_id": "1415681_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415681_at:HC_M2_0606_P:96ceed972f5f3da9d52d",
-        "symbol": "Mrpl43",
-        "description": "mitochondrial ribosomal protein L43",
-        "location": "Chr19: 45.079983",
-        "mean": "10.604",
-        "additive": "-0.058",
-        "lod_score": "2.1",
-        "lrs_location": "Chr7: 90.186486",
-        "sample_r": "-0.021",
-        "num_overlap": 67,
-        "sample_p": "8.669e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.362",
-        "tissue_pvalue": "6.958e-02"
-    },
-    {
-        "index": 85,
-        "trait_id": "1415691_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415691_at:HC_M2_0606_P:c6a3213115c205f73f86",
-        "symbol": "Dlg1",
-        "description": "discs, large homolog 1 (presynaptic protein SAP97); distal 3' UTR",
-        "location": "Chr16: 31.872849",
-        "mean": "11.782",
-        "additive": "0.088",
-        "lod_score": "2.9",
-        "lrs_location": "Chr17: 55.490261",
-        "sample_r": "-0.020",
-        "num_overlap": 67,
-        "sample_p": "8.731e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.015",
-        "tissue_pvalue": "9.426e-01"
-    },
-    {
-        "index": 86,
-        "trait_id": "1415715_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415715_at:HC_M2_0606_P:8c7d719635beb0f7a9f5",
-        "symbol": "Slbp",
-        "description": "stem-loop binding protein",
-        "location": "Chr5: 33.995959",
-        "mean": "9.003",
-        "additive": "0.051",
-        "lod_score": "2.2",
-        "lrs_location": "Chr11: 69.415410",
-        "sample_r": "-0.020",
-        "num_overlap": 67,
-        "sample_p": "8.749e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.090",
-        "tissue_pvalue": "6.621e-01"
-    },
-    {
-        "index": 87,
-        "trait_id": "1415751_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415751_at:HC_M2_0606_P:d0d8a9fa8a2b142d4374",
-        "symbol": "Hb1bp3",
-        "description": "heterochromatin protein 1-binding protein 3",
-        "location": "Chr4: 137.798500",
-        "mean": "12.239",
-        "additive": "-0.168",
-        "lod_score": "14.7",
-        "lrs_location": "Chr4: 138.152371",
-        "sample_r": "0.019",
-        "num_overlap": 67,
-        "sample_p": "8.773e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 88,
-        "trait_id": "1415764_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415764_at:HC_M2_0606_P:8a23b78d5d55a0026ceb",
-        "symbol": "Cpsf7",
-        "description": "cleavage and polyadenylation specificity factor 7",
-        "location": "Chr1: 135.516541",
-        "mean": "11.499",
-        "additive": "-0.352",
-        "lod_score": "28.8",
-        "lrs_location": "Chr1: 135.115363",
-        "sample_r": "-0.019",
-        "num_overlap": 67,
-        "sample_p": "8.787e-01",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 89,
-        "trait_id": "1415724_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415724_a_at:HC_M2_0606_P:4ff4b2d244043dc3b03e",
-        "symbol": "Cdc42",
-        "description": "cell division cycle 42 (activator of Rac); mid-distal 3' UTR",
-        "location": "Chr4: 136.876012",
-        "mean": "11.795",
-        "additive": "-0.120",
-        "lod_score": "5.5",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "0.019",
-        "num_overlap": 67,
-        "sample_p": "8.792e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.073",
-        "tissue_pvalue": "7.233e-01"
-    },
-    {
-        "index": 90,
-        "trait_id": "1415737_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415737_at:HC_M2_0606_P:c667a35a9b2b78172117",
-        "symbol": "Rfk",
-        "description": "riboflavin kinase; distal 3' UTR",
-        "location": "Chr19: 17.475267",
-        "mean": "11.552",
-        "additive": "0.414",
-        "lod_score": "35.4",
-        "lrs_location": "Chr19: 16.955950",
-        "sample_r": "0.019",
-        "num_overlap": 67,
-        "sample_p": "8.810e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.117",
-        "tissue_pvalue": "5.681e-01"
-    },
-    {
-        "index": 91,
-        "trait_id": "1415738_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415738_at:HC_M2_0606_P:304349c531fb99926720",
-        "symbol": "Txndc12",
-        "description": "thioredoxin domain-containing protein 12; 3' UTR",
-        "location": "Chr4: 108.534146",
-        "mean": "9.375",
-        "additive": "-0.103",
-        "lod_score": "3.2",
-        "lrs_location": "Chr1: 172.981863",
-        "sample_r": "-0.016",
-        "num_overlap": 67,
-        "sample_p": "9.004e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.135",
-        "tissue_pvalue": "5.114e-01"
-    },
-    {
-        "index": 92,
-        "trait_id": "1415735_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415735_at:HC_M2_0606_P:f30f5a5f571c8c61d459",
-        "symbol": "Ddb1",
-        "description": "damage-specific DNA binding protein 1, 127 kDa",
-        "location": "Chr19: 10.703737",
-        "mean": "10.647",
-        "additive": "-0.085",
-        "lod_score": "5.1",
-        "lrs_location": "Chr16: 28.990480",
-        "sample_r": "0.016",
-        "num_overlap": 67,
-        "sample_p": "9.008e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.248",
-        "tissue_pvalue": "2.217e-01"
-    },
-    {
-        "index": 93,
-        "trait_id": "1415684_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415684_at:HC_M2_0606_P:710753b49f7e38406e4b",
-        "symbol": "Atg5",
-        "description": "autophagy related 5; mid 3' UTR",
-        "location": "Chr10: 44.083511",
-        "mean": "8.854",
-        "additive": "-0.068",
-        "lod_score": "2.2",
-        "lrs_location": "Chr6: 145.406059",
-        "sample_r": "-0.014",
-        "num_overlap": 67,
-        "sample_p": "9.086e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.109",
-        "tissue_pvalue": "5.954e-01"
-    },
-    {
-        "index": 94,
-        "trait_id": "1415686_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415686_at:HC_M2_0606_P:455a84fffcd7a0997580",
-        "symbol": "Rab14",
-        "description": "Rab GTPase family member 14",
-        "location": "Chr2: 35.036216",
-        "mean": "12.112",
-        "additive": "0.110",
-        "lod_score": "3.6",
-        "lrs_location": "Chr14: 124.508018",
-        "sample_r": "-0.013",
-        "num_overlap": 67,
-        "sample_p": "9.139e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.056",
-        "tissue_pvalue": "7.850e-01"
-    },
-    {
-        "index": 95,
-        "trait_id": "1415685_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415685_at:HC_M2_0606_P:60c84786fe2f4a62d13d",
-        "symbol": "Mtif2",
-        "description": "mitochondrial translational initiation factor 2",
-        "location": "Chr11: 29.442428",
-        "mean": "9.271",
-        "additive": "-0.367",
-        "lod_score": "23.1",
-        "lrs_location": "Chr11: 28.975002",
-        "sample_r": "0.012",
-        "num_overlap": 67,
-        "sample_p": "9.259e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.358",
-        "tissue_pvalue": "7.272e-02"
-    },
-    {
-        "index": 96,
-        "trait_id": "1415679_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415679_at:HC_M2_0606_P:513339a6b22faab7d8f6",
-        "symbol": "Psenen",
-        "description": "presenilin enhancer 2; 5' UTR, all exons, and 3' UTR",
-        "location": "Chr7: 31.346914",
-        "mean": "11.480",
-        "additive": "-0.283",
-        "lod_score": "19.1",
-        "lrs_location": "Chr7: 31.505577",
-        "sample_r": "-0.011",
-        "num_overlap": 67,
-        "sample_p": "9.286e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.002",
-        "tissue_pvalue": "9.929e-01"
-    },
-    {
-        "index": 97,
-        "trait_id": "1415710_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415710_at:HC_M2_0606_P:4b8e32a96cf0e9bb30d3",
-        "symbol": "Cox18",
-        "description": "cytochrome c oxidase assembly protein 18; last three exons and proximal 3' UTR",
-        "location": "Chr5: 90.644087",
-        "mean": "9.513",
-        "additive": "0.402",
-        "lod_score": "33.4",
-        "lrs_location": "Chr5: 90.500265",
-        "sample_r": "0.010",
-        "num_overlap": 67,
-        "sample_p": "9.360e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.420",
-        "tissue_pvalue": "3.257e-02"
-    },
-    {
-        "index": 98,
-        "trait_id": "1415702_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415702_a_at:HC_M2_0606_P:7ef725f27498e294d14a",
-        "symbol": "Ctbp1",
-        "description": "C-terminal binding protein 1; 3' UTR",
-        "location": "Chr5: 33.590456",
-        "mean": "12.530",
-        "additive": "-0.056",
-        "lod_score": "2.3",
-        "lrs_location": "Chr12: 76.993653",
-        "sample_r": "-0.010",
-        "num_overlap": 67,
-        "sample_p": "9.372e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.514",
-        "tissue_pvalue": "7.288e-03"
-    },
-    {
-        "index": 99,
-        "trait_id": "1415711_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415711_at:HC_M2_0606_P:f71bb40cdefd07ae95d6",
-        "symbol": "Arfgef1",
-        "description": "ADP-ribosylation factor guanine nucleotide-exchange factor 1 (brefeldin A-inhibited); 3' UTR",
-        "location": "Chr18: 22.122655",
-        "mean": "11.617",
-        "additive": "-0.055",
-        "lod_score": "3.3",
-        "lrs_location": "Chr2: 50.500580",
-        "sample_r": "-0.003",
-        "num_overlap": 67,
-        "sample_p": "9.802e-01",
-        "lit_corr": "--",
-        "tissue_corr": "-0.020",
-        "tissue_pvalue": "9.216e-01"
-    },
-    {
-        "index": 100,
-        "trait_id": "1415726_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1415726_at:HC_M2_0606_P:89e8ab5b988a202a2fb0",
-        "symbol": "Ankrd17",
-        "description": "ankyrin repeat domain protein 17; last exon and proximal 3' UTR",
-        "location": "Chr5: 90.657781",
-        "mean": "11.533",
-        "additive": "0.046",
-        "lod_score": "2.0",
-        "lrs_location": "Chr14: 42.819085",
-        "sample_r": "0.000",
-        "num_overlap": 67,
-        "sample_p": "9.991e-01",
-        "lit_corr": "--",
-        "tissue_corr": "0.530",
-        "tissue_pvalue": "5.382e-03"
-    }
-]
\ No newline at end of file
diff --git a/tests/unit/correlation/group_data_test.json b/tests/unit/correlation/group_data_test.json
deleted file mode 100644
index 9a73a46..0000000
--- a/tests/unit/correlation/group_data_test.json
+++ /dev/null
@@ -1,214 +0,0 @@
-{
-   "name":"BXD",
-   "id":1,
-   "genetic_type":"riset",
-   "f1list":"None",
-   "parlist":"None",
-   "mapping_id":"1",
-   "mapping_names":[
-      "GEMMA",
-      "QTLReaper",
-      "R/qtl"
-   ],
-   "species":"mouse",
-   "samplelist":[
-      "BXD1",
-      "BXD2",
-      "BXD5",
-      "BXD6",
-      "BXD8",
-      "BXD9",
-      "BXD11",
-      "BXD12",
-      "BXD13",
-      "BXD14",
-      "BXD15",
-      "BXD16",
-      "BXD18",
-      "BXD19",
-      "BXD20",
-      "BXD21",
-      "BXD22",
-      "BXD23",
-      "BXD24",
-      "BXD24a",
-      "BXD25",
-      "BXD27",
-      "BXD28",
-      "BXD29",
-      "BXD30",
-      "BXD31",
-      "BXD32",
-      "BXD33",
-      "BXD34",
-      "BXD35",
-      "BXD36",
-      "BXD37",
-      "BXD38",
-      "BXD39",
-      "BXD40",
-      "BXD41",
-      "BXD42",
-      "BXD43",
-      "BXD44",
-      "BXD45",
-      "BXD48",
-      "BXD48a",
-      "BXD49",
-      "BXD50",
-      "BXD51",
-      "BXD52",
-      "BXD53",
-      "BXD54",
-      "BXD55",
-      "BXD56",
-      "BXD59",
-      "BXD60",
-      "BXD61",
-      "BXD62",
-      "BXD63",
-      "BXD64",
-      "BXD65",
-      "BXD65a",
-      "BXD65b",
-      "BXD66",
-      "BXD67",
-      "BXD68",
-      "BXD69",
-      "BXD70",
-      "BXD71",
-      "BXD72",
-      "BXD73",
-      "BXD73a",
-      "BXD73b",
-      "BXD74",
-      "BXD75",
-      "BXD76",
-      "BXD77",
-      "BXD78",
-      "BXD79",
-      "BXD81",
-      "BXD83",
-      "BXD84",
-      "BXD85",
-      "BXD86",
-      "BXD87",
-      "BXD88",
-      "BXD89",
-      "BXD90",
-      "BXD91",
-      "BXD93",
-      "BXD94",
-      "BXD95",
-      "BXD98",
-      "BXD99",
-      "BXD100",
-      "BXD101",
-      "BXD102",
-      "BXD104",
-      "BXD105",
-      "BXD106",
-      "BXD107",
-      "BXD108",
-      "BXD109",
-      "BXD110",
-      "BXD111",
-      "BXD112",
-      "BXD113",
-      "BXD114",
-      "BXD115",
-      "BXD116",
-      "BXD117",
-      "BXD119",
-      "BXD120",
-      "BXD121",
-      "BXD122",
-      "BXD123",
-      "BXD124",
-      "BXD125",
-      "BXD126",
-      "BXD127",
-      "BXD128",
-      "BXD128a",
-      "BXD130",
-      "BXD131",
-      "BXD132",
-      "BXD133",
-      "BXD134",
-      "BXD135",
-      "BXD136",
-      "BXD137",
-      "BXD138",
-      "BXD139",
-      "BXD141",
-      "BXD142",
-      "BXD144",
-      "BXD145",
-      "BXD146",
-      "BXD147",
-      "BXD148",
-      "BXD149",
-      "BXD150",
-      "BXD151",
-      "BXD152",
-      "BXD153",
-      "BXD154",
-      "BXD155",
-      "BXD156",
-      "BXD157",
-      "BXD160",
-      "BXD161",
-      "BXD162",
-      "BXD165",
-      "BXD168",
-      "BXD169",
-      "BXD170",
-      "BXD171",
-      "BXD172",
-      "BXD173",
-      "BXD174",
-      "BXD175",
-      "BXD176",
-      "BXD177",
-      "BXD178",
-      "BXD180",
-      "BXD181",
-      "BXD183",
-      "BXD184",
-      "BXD186",
-      "BXD187",
-      "BXD188",
-      "BXD189",
-      "BXD190",
-      "BXD191",
-      "BXD192",
-      "BXD193",
-      "BXD194",
-      "BXD195",
-      "BXD196",
-      "BXD197",
-      "BXD198",
-      "BXD199",
-      "BXD200",
-      "BXD201",
-      "BXD202",
-      "BXD203",
-      "BXD204",
-      "BXD205",
-      "BXD206",
-      "BXD207",
-      "BXD208",
-      "BXD209",
-      "BXD210",
-      "BXD211",
-      "BXD212",
-      "BXD213",
-      "BXD214",
-      "BXD215",
-      "BXD216",
-      "BXD217",
-      "BXD218",
-      "BXD219",
-      "BXD220"
-   ]
-}
\ No newline at end of file
diff --git a/tests/unit/correlation/my_results.json b/tests/unit/correlation/my_results.json
deleted file mode 100644
index 2061c6e..0000000
--- a/tests/unit/correlation/my_results.json
+++ /dev/null
@@ -1,388 +0,0 @@
-[
-
-    {
-        "sample_r_correlation_using_genenetwork3":"Results",
-        
-    },
-
-    {
-        "index": 1,
-        "trait_id": "1445813_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1445813_at:HC_M2_0606_P:ca1b85915ccba7198af3",
-        "symbol": "0610012K18Rik",
-        "description": "RIKEN cDNA 0610012H03 (no human homolog defined)",
-        "location": "Chr17: 14.966404",
-        "mean": "6.643",
-        "additive": "0.042",
-        "lod_score": "2.6",
-        "lrs_location": "Chr5: 133.538653",
-        "sample_r": "-0.694",
-        "num_overlap": 67,
-        "sample_p": "7.244e-11",
-        "lit_corr": "--",
-        "tissue_corr": "--",
-        "tissue_pvalue": "--"
-    },
-    {
-        "index": 2,
-        "trait_id": "1439910_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1439910_a_at:HC_M2_0606_P:0c4c7a3cb088699af36c",
-        "symbol": "Tradd",
-        "description": "TNFRSF1A-associated via death domain",
-        "location": "Chr8: 107.783836",
-        "mean": "7.449",
-        "additive": "0.039",
-        "lod_score": "1.7",
-        "lrs_location": "Chr1: 195.987783",
-        "sample_r": "-0.692",
-        "num_overlap": 67,
-        "sample_p": "9.012e-11",
-        "lit_corr": "--",
-        "tissue_corr": "-0.285",
-        "tissue_pvalue": "1.575e-01"
-    },
-    {
-        "index": 3,
-        "trait_id": "1421499_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1421499_a_at:HC_M2_0606_P:b807253e0829c2592ceb",
-        "symbol": "Ptpn14",
-        "description": "protein tyrosine phosphatase, non-receptor type 14",
-        "location": "Chr1: 191.689356",
-        "mean": "6.655",
-        "additive": "0.049",
-        "lod_score": "2.4",
-        "lrs_location": "Chr1: 197.014645",
-        "sample_r": "-0.691",
-        "num_overlap": 67,
-        "sample_p": "1.009e-10",
-        "lit_corr": "--",
-        "tissue_corr": "-0.242",
-        "tissue_pvalue": "2.337e-01"
-    },
-    {
-        "index": 4,
-        "trait_id": "1421167_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1421167_at:HC_M2_0606_P:d7b29d02c306e1ae105a",
-        "symbol": "Atp11a",
-        "description": "ATPase, class VI, type 11A; last four exons and 3' UTR",
-        "location": "Chr8: 12.856932",
-        "mean": "7.341",
-        "additive": "0.050",
-        "lod_score": "1.7",
-        "lrs_location": "Chr9: 62.226499",
-        "sample_r": "-0.690",
-        "num_overlap": 67,
-        "sample_p": "1.059e-10",
-        "lit_corr": "--",
-        "tissue_corr": "0.154",
-        "tissue_pvalue": "4.522e-01"
-    },
-    {
-        "index": 5,
-        "trait_id": "1436525_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1436525_at:HC_M2_0606_P:b36b6c4053c40cc5b25b",
-        "symbol": "Ap3s2",
-        "description": "adaptor-related protein complex 3, sigma 2 subunit",
-        "location": "Chr7: 87.022674",
-        "mean": "8.227",
-        "additive": "-0.070",
-        "lod_score": "3.0",
-        "lrs_location": "Chr4: 63.346622",
-        "sample_r": "-0.679",
-        "num_overlap": 67,
-        "sample_p": "2.627e-10",
-        "lit_corr": "--",
-        "tissue_corr": "-0.059",
-        "tissue_pvalue": "7.750e-01"
-    },
-    {
-        "index": 6,
-        "trait_id": "1450824_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1450824_at:HC_M2_0606_P:fa9b15d1d4a2d629decb",
-        "symbol": "Ptch1",
-        "description": "patched homolog 1",
-        "location": "Chr13: 63.612887",
-        "mean": "7.105",
-        "additive": "0.070",
-        "lod_score": "3.9",
-        "lrs_location": "Chr5: 133.538653",
-        "sample_r": "-0.679",
-        "num_overlap": 67,
-        "sample_p": "2.771e-10",
-        "lit_corr": "--",
-        "tissue_corr": "-0.360",
-        "tissue_pvalue": "7.075e-02"
-    },
-    {
-        "index": 7,
-        "trait_id": "1450540_x_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1450540_x_at:HC_M2_0606_P:0836630187705e0a98ed",
-        "symbol": "Krtap5-1",
-        "description": "keratin associated protein 5-1",
-        "location": "Chr7: 149.482282",
-        "mean": "7.584",
-        "additive": "0.059",
-        "lod_score": "2.2",
-        "lrs_location": "Chr5: 140.893042",
-        "sample_r": "-0.678",
-        "num_overlap": 67,
-        "sample_p": "2.828e-10",
-        "lit_corr": "--",
-        "tissue_corr": "-0.486",
-        "tissue_pvalue": "1.174e-02"
-    },
-    {
-        "index": 8,
-        "trait_id": "1454403_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1454403_at:HC_M2_0606_P:d6625a44bb78d0c9a7bc",
-        "symbol": "Fgd5",
-        "description": "FYVE, RhoGEF and PH domain containing 5",
-        "location": "Chr6: 91.964079",
-        "mean": "6.447",
-        "additive": "-0.036",
-        "lod_score": "1.8",
-        "lrs_location": "Chr8: 7.701081",
-        "sample_r": "-0.669",
-        "num_overlap": 67,
-        "sample_p": "5.895e-10",
-        "lit_corr": "--",
-        "tissue_corr": "-0.209",
-        "tissue_pvalue": "3.062e-01"
-    },
-    {
-        "index": 9,
-        "trait_id": "1444162_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1444162_at:HC_M2_0606_P:fea27946a4ed1ee2b47a",
-        "symbol": "Frs2",
-        "description": "fibroblast growth factor receptor substrate 2",
-        "location": "Chr10: 116.521472",
-        "mean": "5.677",
-        "additive": "-0.040",
-        "lod_score": "1.8",
-        "lrs_location": "Chr4: 66.843058",
-        "sample_r": "-0.666",
-        "num_overlap": 67,
-        "sample_p": "7.946e-10",
-        "lit_corr": "--",
-        "tissue_corr": "-0.241",
-        "tissue_pvalue": "2.352e-01"
-    },
-    {
-        "index": 10,
-        "trait_id": "1451876_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1451876_a_at:HC_M2_0606_P:eb879785591c3c2addeb",
-        "symbol": "Trp63",
-        "description": "transformation related protein 63",
-        "location": "Chr16: 25.884897",
-        "mean": "6.207",
-        "additive": "0.059",
-        "lod_score": "2.0",
-        "lrs_location": "Chr9: 74.382952",
-        "sample_r": "-0.664",
-        "num_overlap": 67,
-        "sample_p": "8.743e-10",
-        "lit_corr": "--",
-        "tissue_corr": "-0.187",
-        "tissue_pvalue": "3.601e-01"
-    },
-    {
-        "index": 11,
-        "trait_id": "1457795_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1457795_at:HC_M2_0606_P:617d62e702f1f04b065d",
-        "symbol": "Scamp4",
-        "description": "secretory carrier membrane protein 4",
-        "location": "Chr10: 80.076487",
-        "mean": "7.060",
-        "additive": "-0.042",
-        "lod_score": "2.4",
-        "lrs_location": "Chr11: 58.923978",
-        "sample_r": "-0.663",
-        "num_overlap": 67,
-        "sample_p": "9.806e-10",
-        "lit_corr": "--",
-        "tissue_corr": "-0.040",
-        "tissue_pvalue": "8.462e-01"
-    },
-    {
-        "index": 12,
-        "trait_id": "1439472_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1439472_at:HC_M2_0606_P:f52f356bf5d00add1ba9",
-        "symbol": "Gcn1l1",
-        "description": "general control of amino-acid synthesis 1-like 1",
-        "location": "Chr5: 116.033483",
-        "mean": "7.325",
-        "additive": "0.058",
-        "lod_score": "3.1",
-        "lrs_location": "Chr1: 196.404284",
-        "sample_r": "-0.662",
-        "num_overlap": 67,
-        "sample_p": "1.075e-09",
-        "lit_corr": "--",
-        "tissue_corr": "-0.205",
-        "tissue_pvalue": "3.157e-01"
-    },
-    {
-        "index": 13,
-        "trait_id": "1422074_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1422074_at:HC_M2_0606_P:4acd73cfd3d194327d79",
-        "symbol": "Cdx2",
-        "description": "caudal type homeo box 2",
-        "location": "Chr5: 148.113293",
-        "mean": "6.415",
-        "additive": "-0.037",
-        "lod_score": "1.8",
-        "lrs_location": "Chr2: 180.825581",
-        "sample_r": "-0.661",
-        "num_overlap": 67,
-        "sample_p": "1.140e-09",
-        "lit_corr": "--",
-        "tissue_corr": "0.002",
-        "tissue_pvalue": "9.926e-01"
-    },
-    {
-        "index": 14,
-        "trait_id": "1429140_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1429140_at:HC_M2_0606_P:16116d150fd7a8d09687",
-        "symbol": "Spns3",
-        "description": "spinster homolog 3; exons 10, 12, and proximal 3' UTR",
-        "location": "Chr11: 72.311676",
-        "mean": "7.194",
-        "additive": "0.050",
-        "lod_score": "2.1",
-        "lrs_location": "Chr9: 69.810185",
-        "sample_r": "-0.661",
-        "num_overlap": 67,
-        "sample_p": "1.175e-09",
-        "lit_corr": "--",
-        "tissue_corr": "0.557",
-        "tissue_pvalue": "3.116e-03"
-    },
-    {
-        "index": 15,
-        "trait_id": "1437477_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1437477_at:HC_M2_0606_P:990d16df933d7bb03428",
-        "symbol": "Lrrfip1",
-        "description": "leucine rich repeat (in FLII) interacting protein 1",
-        "location": "Chr1: 93.011523",
-        "mean": "7.597",
-        "additive": "0.068",
-        "lod_score": "2.3",
-        "lrs_location": "Chr5: 133.538653",
-        "sample_r": "-0.658",
-        "num_overlap": 67,
-        "sample_p": "1.393e-09",
-        "lit_corr": "--",
-        "tissue_corr": "0.132",
-        "tissue_pvalue": "5.204e-01"
-    },
-    {
-        "index": 16,
-        "trait_id": "1440212_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1440212_at:HC_M2_0606_P:01ae82e4856177dd9d89",
-        "symbol": "Slc12a1",
-        "description": "solute carrier family 12, member 1",
-        "location": "Chr2: 124.990152",
-        "mean": "7.061",
-        "additive": "0.038",
-        "lod_score": "2.2",
-        "lrs_location": "Chr1: 193.731996",
-        "sample_r": "-0.655",
-        "num_overlap": 67,
-        "sample_p": "1.769e-09",
-        "lit_corr": "--",
-        "tissue_corr": "0.028",
-        "tissue_pvalue": "8.923e-01"
-    },
-    {
-        "index": 17,
-        "trait_id": "1419755_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1419755_at:HC_M2_0606_P:15fea7c69b0d5faa1298",
-        "symbol": "Mfi2",
-        "description": "antigen p97 (melanoma associated) identified by monoclonal antibodies 133.2 and 96.5",
-        "location": "Chr16: 31.898518",
-        "mean": "6.697",
-        "additive": "-0.038",
-        "lod_score": "2.0",
-        "lrs_location": "Chr4: 50.881071",
-        "sample_r": "-0.654",
-        "num_overlap": 67,
-        "sample_p": "1.950e-09",
-        "lit_corr": "--",
-        "tissue_corr": "0.244",
-        "tissue_pvalue": "2.305e-01"
-    },
-    {
-        "index": 18,
-        "trait_id": "1425457_a_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1425457_a_at:HC_M2_0606_P:669c485b158c0207026c",
-        "symbol": "Grb10",
-        "description": "growth factor receptor bound protein 10",
-        "location": "Chr11: 11.833500",
-        "mean": "6.515",
-        "additive": "0.081",
-        "lod_score": "3.9",
-        "lrs_location": "Chr5: 133.538653",
-        "sample_r": "-0.652",
-        "num_overlap": 67,
-        "sample_p": "2.295e-09",
-        "lit_corr": "--",
-        "tissue_corr": "-0.090",
-        "tissue_pvalue": "6.617e-01"
-    },
-    {
-        "index": 19,
-        "trait_id": "1431329_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1431329_at:HC_M2_0606_P:a6df7ed818ea0042c550",
-        "symbol": "Nphp4",
-        "description": "nephronophthisis 4 (renal tubular development and function)",
-        "location": "Chr4: 151.863271",
-        "mean": "6.191",
-        "additive": "0.039",
-        "lod_score": "1.9",
-        "lrs_location": "ChrX: 112.637353",
-        "sample_r": "-0.652",
-        "num_overlap": 67,
-        "sample_p": "2.330e-09",
-        "lit_corr": "--",
-        "tissue_corr": "-0.104",
-        "tissue_pvalue": "6.144e-01"
-    },
-    {
-        "index": 20,
-        "trait_id": "1443987_at",
-        "dataset": "HC_M2_0606_P",
-        "hmac": "1443987_at:HC_M2_0606_P:681e6c787b4d652d0c07",
-        "symbol": "Klhl18",
-        "description": "kelch-like 18 (Drosophila)",
-        "location": "Chr9: 110.330597",
-        "mean": "7.244",
-        "additive": "-0.070",
-        "lod_score": "2.1",
-        "lrs_location": "Chr15: 13.149248",
-        "sample_r": "-0.650",
-        "num_overlap": 67,
-        "sample_p": "2.561e-09",
-        "lit_corr": "--",
-        "tissue_corr": "-0.200",
-        "tissue_pvalue": "3.270e-01"
-    }
-]
\ No newline at end of file
diff --git a/tests/unit/correlation/test_correlation_computations.py b/tests/unit/correlation/test_correlation_computations.py
deleted file mode 100644
index dbb2587..0000000
--- a/tests/unit/correlation/test_correlation_computations.py
+++ /dev/null
@@ -1,65 +0,0 @@
-"""module for testing correlation/correlation_computations"""
-
-import unittest
-from gn3.correlation.correlation_computations import compute_correlation
-
-
-# mock for calculating correlation function
-
-def mock_get_loading_page_data(initial_start_vars):
-    """function to mock  filtering input"""
-    results = {'start_vars':
-               {'genofile': 'SAMPLE:X', 'dataset': 'HC_M2_0606_P',
-                'sample_vals': '{"C57BL/6J":"7.197","DBA/2J":"7.148","B6D2F1":"6.999"}',
-                'primary_samples': 'C57BL/6J,DBA/2J,B6D2F1',
-                'n_samples': 3,
-                'wanted_inputs': "sample_vals,dataset,genofile,primary_samples"}}
-
-    return results
-
-
-class MockCorrelationResults:
-    """mock class for CorrelationResults"""
-
-    def __init__(self, start_vars):
-        for _key, value in start_vars.items():
-            self.value = value
-
-        self.assert_start_vars(start_vars)
-
-    @staticmethod
-    def assert_start_vars(start_vars):
-        """assert data required is supplied"""
-        assert "wanted_inputs" in start_vars
-
-    def do_correlation(self, start_vars):
-        """mock method for doing correlation"""
-
-        return {
-            "results": "success"
-        }
-
-
-class TestCorrelationUtility(unittest.TestCase):
-    """tests for correlation computations"""
-
-    def test_compute_correlation(self):
-        """test function for doing correlation"""
-
-        sample_vals = """{"C57BL/6J":"7.197","DBA/2J":"7.148","B6D2F1":"6.999"}"""
-
-        correlation_input_data = {
-            "wanted_inputs": "sample_vals,dataset,genofile,primary_samples",
-            "genofile": "SAMPLE:X",
-            "dataset": "HC_M2_0606_P",
-
-            "sample_vals": sample_vals,
-            "primary_samples": "C57BL/6J,DBA/2J,B6D2F1"
-
-        }
-        correlation_results = compute_correlation(
-            correlation_input_data=correlation_input_data,
-            correlation_results=MockCorrelationResults)
-        results = {"results": "success"}
-
-        self.assertEqual(results,correlation_results)
diff --git a/tests/unit/correlation/test_show_corr_results.py b/tests/unit/correlation/test_show_corr_results.py
deleted file mode 100644
index 4846f5e..0000000
--- a/tests/unit/correlation/test_show_corr_results.py
+++ /dev/null
@@ -1,226 +0,0 @@
-"""module contains code for testing creating show correlation object"""
-
-import unittest
-import json
-import os
-from unittest import mock
-from types import SimpleNamespace
-from gn3.correlation.show_corr_results import CorrelationResults
-from gn3.correlation.show_corr_results import get_header_fields
-from gn3.correlation.show_corr_results import generate_corr_json
-# pylint: disable=unused-argument
-
-
-
-class ObjectMixin:
-    """object for adding other methods"""
-    def __str__(self):
-        raise NotImplementedError
-
-    def get_dict(self):
-        raise NotImplementedError
-
-class MockGroup(ObjectMixin):
-    """mock  class for Group"""
-
-    def __init__(self):
-        self.samplelist = "add a mock for this"
-        self.parlist = None
-
-        self.filist = None
-
-class MockCreateTrait(ObjectMixin):
-    """mock class for create trait"""
-
-    def __init__(self):
-        pass
-
-    def get_dict(self):
-        """class for getting dict items"""
-        return self.__dict__
-
-    def __str__(self):
-        return self.__class__.__name__
-
-
-class MockCreateDataset:
-    """mock class for create dataset"""
-
-    def __init__(self):
-
-        self.group = MockGroup()
-
-    def get_trait_data(self, sample_keys):
-        """method for getting trait data"""
-        raise NotImplementedError()
-
-    def retrieve_genes(self, symbol):
-        """method for retrieving genes"""
-        raise NotImplementedError()
-
-
-def file_path(relative_path):
-    """getting abs path for file """
-    # adopted from github
-    dir_name = os.path.dirname(os.path.abspath(__file__))
-    split_path = relative_path.split("/")
-    new_path = os.path.join(dir_name, *split_path)
-    return new_path
-
-
-def create_trait(dataset="Temp", name=None, cellid=None):
-    """mock function for creating trait"""
-    return "trait results"
-
-
-def create_dataset(dataset_name="Temp", dataset_type="Temp", group_name=None):
-    """mock  function to create dataset """
-    return "dataset results"
-
-
-def get_species(self, start_vars):
-    """
-    how this function works is that it sets the self.dataset and self.species and self.this_trait
-    """
-
-    with open(file_path("./dataset.json")) as dataset_file:
-        results = json.load(dataset_file)
-        self.dataset = SimpleNamespace(**results)
-
-    with open(file_path("./group_data_test.json")) as group_file:
-        results = json.load(group_file)
-        self.group = SimpleNamespace(**results)
-
-    self.dataset.group = self.group
-
-    trait_dict = {'name': '1434568_at', 'dataset': self.dataset, 'cellid': None,
-                  'identification': 'un-named trait', 'haveinfo': True, 'sequence': None}
-
-    trait_obj = SimpleNamespace(**trait_dict)
-
-    self.this_trait = trait_obj
-
-    self.species = "this species data"
-
-
-class TestCorrelationResults(unittest.TestCase):
-    """unittests for Correlation Results"""
-
-    def setUp(self):
-
-        with open(file_path("./correlation_test_data.json")) as json_file:
-            self.correlation_data = json.load(json_file)
-
-    def tearDown(self):
-
-        self.correlation_data = ""
-
-    def test_for_assertion(self):
-        """test for assertion failures"""
-        with self.assertRaises(AssertionError):
-            _corr_results_object = CorrelationResults(start_vars={})
-
-    @mock.patch("gn3.correlation.show_corr_results.CorrelationResults.process_samples")
-    def test_do_correlation(self, process_samples):
-        """test for doing correlation"""
-        process_samples.return_value = None
-        corr_object = CorrelationResults(start_vars=self.correlation_data)
-
-        with self.assertRaises(Exception) as _error:
-
-            # xtodo;to be completed
-
-            _corr_results = corr_object.do_correlation(start_vars=self.correlation_data,
-                                                       create_dataset=create_dataset,
-                                                       create_trait=None,
-                                                       get_species_dataset_trait=get_species)
-
-
-
-    def test_get_header_fields(self):
-        expected = [
-            ['Index',
-             'Record',
-             'Symbol',
-             'Description',
-             'Location',
-             'Mean',
-             'Sample rho',
-             'N',
-             'Sample p(rho)',
-             'Lit rho',
-             'Tissue rho',
-             'Tissue p(rho)',
-             'Max LRS',
-             'Max LRS Location',
-             'Additive Effect'],
-
-            ['Index',
-             'ID',
-             'Location',
-             'Sample r',
-             'N',
-             'Sample p(r)']
-
-        ]
-        result1 = get_header_fields("ProbeSet", "spearman")
-        result2 = get_header_fields("Other", "Other")
-        self.assertEqual(result1, expected[0])
-        self.assertEqual(result2, expected[1])
-
-
-
-    @mock.patch("gn3.utility.hmac.data_hmac")
-    def test_generate_corr_json(self, mock_data_hmac):
-        mock_data_hmac.return_value = "hajsdiau"
-
-        dataset =  SimpleNamespace(**{"name": "the_name"})
-        this_trait = SimpleNamespace(**{"name": "trait_test", "dataset": dataset})
-        target_dataset = SimpleNamespace(**{"type": "Publish"})
-        corr_trait_1 = SimpleNamespace(**{
-            "name": "trait_1",
-            "dataset": SimpleNamespace(**{"name": "dataset_1"}),
-            "view": True,
-            "abbreviation": "T1",
-            "description_display": "Trait I description",
-            "authors": "JM J,JYEW",
-            "pubmed_id": "34n4nn31hn43",
-            "pubmed_text": "2016",
-            "pubmed_link": "https://www.load",
-            "lod_score": "",
-            "mean": "",
-            "LRS_location_repr": "BXBS",
-            "additive": "",
-            "sample_r": 10.5,
-            "num_overlap": 2,
-            "sample_p": 5
-
-
-
-
-        })
-        corr_results = [corr_trait_1]
-
-        dataset_type_other = {
-            "location": "cx-3-4",
-            "sample_4": 12.32,
-            "num_overlap": 3,
-            "sample_p": 10.34
-        }
-
-        expected_results = '[{"index": 1, "trait_id": "trait_1", "dataset": "dataset_1", "hmac": "hajsdiau", "abbreviation_display": "T1", "description": "Trait I description", "mean": "N/A", "authors_display": "JM J,JYEW", "additive": "N/A", "pubmed_id": "34n4nn31hn43", "year": "2016", "lod_score": "N/A", "lrs_location": "BXBS", "sample_r": "10.500", "num_overlap": 2, "sample_p": "5.000e+00"}]'
-
-        results1 = generate_corr_json(corr_results=corr_results, this_trait=this_trait,
-                                      dataset=dataset, target_dataset=target_dataset, for_api=True)
-        self.assertEqual(expected_results, results1)
-
-
-    def test_generate_corr_json_view_false(self):
-        trait = SimpleNamespace(**{"view": False})
-        corr_results = [trait]
-        this_trait = SimpleNamespace(**{"name": "trait_test"})
-        dataset = SimpleNamespace(**{"name": "the_name"})
-
-        results_where_view_is_false = generate_corr_json(
-            corr_results=corr_results, this_trait=this_trait, dataset={}, target_dataset={}, for_api=False)
-        self.assertEqual(results_where_view_is_false, "[]")
\ No newline at end of file
diff --git a/tests/unit/utility/__init__.py b/tests/unit/utility/__init__.py
deleted file mode 100644
index e69de29..0000000
--- a/tests/unit/utility/__init__.py
+++ /dev/null
diff --git a/tests/unit/utility/test_chunks.py b/tests/unit/utility/test_chunks.py
deleted file mode 100644
index 7c42b44..0000000
--- a/tests/unit/utility/test_chunks.py
+++ /dev/null
@@ -1,19 +0,0 @@
-"""Test chunking"""
-
-import unittest
-
-from gn3.utility.chunks import divide_into_chunks
-
-
-class TestChunks(unittest.TestCase):
-    "Test Utility method for chunking"
-    def test_divide_into_chunks(self):
-        "Check that a list is chunked correctly"
-        self.assertEqual(divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 3),
-                         [[1, 2, 7], [3, 22, 8], [5, 22, 333]])
-        self.assertEqual(divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 4),
-                         [[1, 2, 7], [3, 22, 8], [5, 22, 333]])
-        self.assertEqual(divide_into_chunks([1, 2, 7, 3, 22, 8, 5, 22, 333], 5),
-                         [[1, 2], [7, 3], [22, 8], [5, 22], [333]])
-        self.assertEqual(divide_into_chunks([], 5),
-                         [[]])
diff --git a/tests/unit/utility/test_corr_result_helpers.py b/tests/unit/utility/test_corr_result_helpers.py
deleted file mode 100644
index ce5891f..0000000
--- a/tests/unit/utility/test_corr_result_helpers.py
+++ /dev/null
@@ -1,35 +0,0 @@
-""" Test correlation helper methods """
-
-import unittest
-from gn3.utility.corr_result_helpers import normalize_values
-from gn3.utility.corr_result_helpers import common_keys
-from gn3.utility.corr_result_helpers import normalize_values_with_samples
-
-
-class TestCorrelationHelpers(unittest.TestCase):
-    """Test methods for normalising lists"""
-
-    def test_normalize_values(self):
-        """Test that a list is normalised correctly"""
-        self.assertEqual(
-            normalize_values([2.3, None, None, 3.2, 4.1, 5],\
-                [3.4, 7.2, 1.3, None, 6.2, 4.1]),
-            ([2.3, 4.1, 5], [3.4, 6.2, 4.1], 3)
-        )
-
-    def test_common_keys(self):
-        """Test that common keys are returned as a list"""
-        test_a = dict(BXD1=9.113, BXD2=9.825, BXD14=8.985, BXD15=9.300)
-        test_b = dict(BXD1=9.723, BXD3=9.825, BXD14=9.124, BXD16=9.300)
-        self.assertEqual(sorted(common_keys(test_a, test_b)),
-                         ['BXD1', 'BXD14'])
-
-    def test_normalize_values_with_samples(self):
-        """Test that a sample(dict) is normalised correctly"""
-        self.assertEqual(
-            normalize_values_with_samples(
-                dict(BXD1=9.113, BXD2=9.825, BXD14=8.985,
-                     BXD15=9.300, BXD20=9.300),
-                dict(BXD1=9.723, BXD3=9.825, BXD14=9.124, BXD16=9.300)),
-            (({'BXD1': 9.113, 'BXD14': 8.985}, {'BXD1': 9.723, 'BXD14': 9.124}, 2))
-        )
diff --git a/tests/unit/utility/test_hmac.py b/tests/unit/utility/test_hmac.py
deleted file mode 100644
index eba25a3..0000000
--- a/tests/unit/utility/test_hmac.py
+++ /dev/null
@@ -1,51 +0,0 @@
-"""Test hmac utility functions"""
-# pylint: disable-all
-import unittest
-from unittest import mock
-
-from gn3.utility.hmac import data_hmac
-from gn3.utility.hmac import url_for_hmac
-from gn3.utility.hmac import hmac_creation
-
-
-class TestHmacUtil():
-    """Test Utility method for hmac creation"""
-
-    @mock.patch("utility.hmac.app.config", {'SECRET_HMAC_CODE': "secret"})
-    def test_hmac_creation(self):
-        """Test hmac creation with a utf-8 string"""
-        self.assertEqual(hmac_creation("ファイ"), "7410466338cfe109e946")
-
-    @mock.patch("utility.hmac.app.config",
-                {'SECRET_HMAC_CODE': ('\x08\xdf\xfa\x93N\x80'
-                                      '\xd9\\H@\\\x9f`\x98d^'
-                                      '\xb4a;\xc6OM\x946a\xbc'
-                                      '\xfc\x80:*\xebc')})
-    def test_hmac_creation_with_cookie(self):
-        """Test hmac creation with a cookie"""
-        cookie = "3f4c1dbf-5b56-4260-87d6-f35445bda37e:af4fcf5eace9e7c864ce"
-        uuid_, _, signature = cookie.partition(":")
-        self.assertEqual(
-            hmac_creation(uuid_),
-            "af4fcf5eace9e7c864ce")
-
-    @mock.patch("utility.hmac.app.config", {'SECRET_HMAC_CODE': "secret"})
-    def test_data_hmac(self):
-        """Test data_hmac fn with a utf-8 string"""
-        self.assertEqual(data_hmac("ファイ"), "ファイ:7410466338cfe109e946")
-
-    @mock.patch("utility.hmac.app.config", {'SECRET_HMAC_CODE': "secret"})
-    @mock.patch("utility.hmac.url_for")
-    def test_url_for_hmac_with_plain_url(self, mock_url):
-        """Test url_for_hmac without params"""
-        mock_url.return_value = "https://mock_url.com/ファイ/"
-        self.assertEqual(url_for_hmac("ファイ"),
-                         "https://mock_url.com/ファイ/?hm=05bc39e659b1948f41e7")
-
-    @mock.patch("utility.hmac.app.config", {'SECRET_HMAC_CODE': "secret"})
-    @mock.patch("utility.hmac.url_for")
-    def test_url_for_hmac_with_param_in_url(self, mock_url):
-        """Test url_for_hmac with params"""
-        mock_url.return_value = "https://mock_url.com/?ファイ=1"
-        self.assertEqual(url_for_hmac("ファイ"),
-                         "https://mock_url.com/?ファイ=1&hm=4709c1708270644aed79")
author	Alexander Kabui	2021-03-16 11:38:13 +0300
committer	GitHub	2021-03-16 11:38:13 +0300
commit	56ce88ad31dec3cece63e9370ca4e4c02139753b (patch)
tree	766504dfaca75a14cc91fc3d88c41d1e775d415f /tests
parent	43d1bb7f6cd2b5890d5b3eb7c357caafda25a35c (diff)
download	genenetwork3-56ce88ad31dec3cece63e9370ca4e4c02139753b.tar.gz