Best TWAS P=1.07e-11 · Best GWAS P=9.37e-12 conditioned to 1
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | ERAP2 | 0.58 | 0.76 | enet | 51 | 0.79 | 4.2e-153 | 6.5 | 6.7 | 2.9e-11 | 0.96 | 0.03 | 0.97 | FALSE |
2 | GTEx | Adipose Subcutaneous | ERAP2 | 0.49 | 0.57 | enet | 28 | 0.61 | 5.4e-62 | 6.8 | 6.6 | 3.9e-11 | 0.98 | 0.02 | 0.98 | FALSE |
3 | GTEx | Adipose Visceral Omentum | ERAP2 | 0.46 | 0.50 | enet | 24 | 0.53 | 1.4e-31 | 6.5 | 6.5 | 7.0e-11 | 0.98 | 0.02 | 0.98 | FALSE |
4 | GTEx | Adrenal Gland | ERAP2 | 0.59 | 0.68 | enet | 28 | 0.66 | 4.3e-31 | 6.4 | 6.6 | 3.5e-11 | 0.98 | 0.02 | 0.98 | FALSE |
5 | GTEx | Artery Aorta | ERAP2 | 0.55 | 0.60 | lasso | 11 | 0.63 | 8.7e-44 | 6.6 | 6.7 | 1.9e-11 | 0.98 | 0.02 | 0.98 | FALSE |
6 | GTEx | Artery Coronary | ERAP2 | 0.64 | 0.65 | lasso | 18 | 0.64 | 1.4e-27 | 6.6 | 6.6 | 3.4e-11 | 0.98 | 0.03 | 0.97 | FALSE |
7 | GTEx | Artery Tibial | LNPEP | 0.08 | 0.08 | lasso | 9 | 0.07 | 1.7e-06 | 6.8 | 6.8 | 1.1e-11 | 1.00 | 0.02 | 0.98 | TRUE |
8 | GTEx | Artery Tibial | ERAP2 | 0.52 | 0.68 | enet | 18 | 0.68 | 3.4e-71 | 6.6 | 6.6 | 3.6e-11 | 0.98 | 0.02 | 0.98 | FALSE |
9 | GTEx | Artery Tibial | AC008865.1 | 0.09 | 0.07 | enet | 17 | 0.06 | 1.5e-05 | 6.5 | 6.1 | 1.1e-09 | 0.94 | 0.03 | 0.97 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | ERAP2 | 0.62 | 0.61 | lasso | 11 | 0.60 | 4.9e-21 | 6.6 | 6.6 | 3.4e-11 | 0.98 | 0.02 | 0.98 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | ERAP2 | 0.47 | 0.48 | lasso | 12 | 0.45 | 5.9e-13 | 6.8 | 6.8 | 1.5e-11 | 0.99 | 0.02 | 0.98 | FALSE |
12 | GTEx | Brain Cerebellum | ERAP2 | 0.49 | 0.34 | lasso | 15 | 0.35 | 3.4e-11 | 6.6 | 6.6 | 3.6e-11 | 0.98 | 0.02 | 0.98 | FALSE |
13 | GTEx | Brain Cortex | ERAP2 | 0.60 | 0.51 | lasso | 10 | 0.53 | 3.3e-17 | 6.5 | 6.7 | 2.3e-11 | 0.99 | 0.02 | 0.98 | FALSE |
14 | GTEx | Brain Frontal Cortex BA9 | ERAP2 | 0.23 | 0.19 | enet | 26 | 0.19 | 9.9e-06 | 5.2 | 5.7 | 9.6e-09 | 0.89 | 0.08 | 0.92 | FALSE |
15 | GTEx | Brain Hippocampus | ERAP2 | 0.52 | 0.40 | enet | 31 | 0.39 | 3.6e-10 | 6.6 | 6.3 | 3.4e-10 | 0.90 | 0.03 | 0.97 | FALSE |
16 | GTEx | Brain Hypothalamus | ERAP2 | 0.58 | 0.54 | lasso | 16 | 0.53 | 1.0e-14 | 6.8 | 6.8 | 1.3e-11 | 0.99 | 0.02 | 0.98 | FALSE |
17 | GTEx | Brain Nucleus accumbens basal ganglia | ERAP2 | 0.59 | 0.56 | lasso | 5 | 0.56 | 3.9e-18 | 6.8 | 6.7 | 1.7e-11 | 0.99 | 0.02 | 0.98 | FALSE |
18 | GTEx | Brain Putamen basal ganglia | ERAP2 | 0.30 | 0.23 | enet | 17 | 0.18 | 5.3e-05 | 6.8 | 6.5 | 6.4e-11 | 0.98 | 0.02 | 0.97 | FALSE |
19 | GTEx | Breast Mammary Tissue | ERAP2 | 0.48 | 0.57 | lasso | 12 | 0.56 | 7.1e-34 | 6.6 | 6.6 | 4.6e-11 | 0.97 | 0.02 | 0.98 | FALSE |
20 | GTEx | Breast Mammary Tissue (Male) | ERAP2 | 0.32 | 0.32 | lasso | 12 | 0.35 | 6.3e-09 | 6.8 | 6.8 | 1.5e-11 | 0.99 | 0.02 | 0.98 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | ERAP2 | 0.48 | 0.42 | enet | 23 | 0.41 | 1.6e-13 | 6.5 | 6.2 | 7.6e-10 | 0.93 | 0.03 | 0.97 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | ERAP2 | 0.64 | 0.73 | lasso | 10 | 0.75 | 2.0e-82 | 6.6 | 6.7 | 2.0e-11 | 0.99 | 0.02 | 0.98 | FALSE |
23 | GTEx | Colon Sigmoid | ERAP2 | 0.55 | 0.57 | lasso | 16 | 0.55 | 3.7e-23 | 6.5 | 6.4 | 1.7e-10 | 0.97 | 0.02 | 0.98 | FALSE |
24 | GTEx | Colon Transverse | ERAP2 | 0.41 | 0.55 | lasso | 12 | 0.55 | 1.2e-30 | 6.8 | 6.7 | 1.8e-11 | 0.99 | 0.01 | 0.99 | FALSE |
25 | GTEx | Esophagus Gastroesophageal Junction | LNPEP | 0.15 | 0.07 | lasso | 10 | 0.08 | 5.5e-04 | 6.6 | 6.2 | 7.8e-10 | 0.92 | 0.03 | 0.83 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | ERAP2 | 0.41 | 0.49 | lasso | 11 | 0.48 | 2.5e-19 | 6.6 | 6.6 | 3.4e-11 | 0.98 | 0.03 | 0.97 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | AC008865.1 | 0.15 | 0.11 | lasso | 11 | 0.13 | 1.6e-05 | 6.6 | 5.7 | 1.2e-08 | 0.87 | 0.03 | 0.85 | FALSE |
28 | GTEx | Esophagus Mucosa | ERAP2 | 0.53 | 0.65 | enet | 26 | 0.64 | 1.4e-54 | 6.5 | 6.5 | 9.6e-11 | 0.98 | 0.03 | 0.97 | FALSE |
29 | GTEx | Esophagus Muscularis | LNPEP | 0.14 | 0.15 | enet | 16 | 0.16 | 3.0e-10 | 6.6 | 6.3 | 2.2e-10 | 0.96 | 0.02 | 0.98 | FALSE |
30 | GTEx | Esophagus Muscularis | ERAP2 | 0.58 | 0.63 | lasso | 20 | 0.60 | 1.1e-44 | 6.6 | 6.7 | 2.4e-11 | 0.99 | 0.02 | 0.98 | FALSE |
31 | GTEx | Esophagus Muscularis | AC008865.1 | 0.14 | 0.14 | enet | 16 | 0.15 | 3.1e-09 | 6.6 | 6.1 | 9.3e-10 | 0.94 | 0.02 | 0.98 | FALSE |
32 | GTEx | Heart Atrial Appendage | ERAP2 | 0.54 | 0.60 | lasso | 6 | 0.61 | 5.5e-34 | 6.6 | 6.7 | 1.7e-11 | 0.99 | 0.02 | 0.98 | FALSE |
33 | GTEx | Heart Left Ventricle | ERAP2 | 0.43 | 0.47 | lasso | 9 | 0.47 | 4.7e-28 | 6.6 | 6.5 | 6.8e-11 | 0.97 | 0.02 | 0.98 | FALSE |
34 | GTEx | Liver | ERAP2 | 0.57 | 0.61 | lasso | 9 | 0.59 | 3.6e-20 | 6.8 | 6.7 | 1.8e-11 | 0.99 | 0.01 | 0.99 | FALSE |
35 | GTEx | Lung | ERAP2 | 0.54 | 0.65 | enet | 26 | 0.70 | 1.3e-73 | 6.6 | 6.7 | 3.0e-11 | 0.98 | 0.02 | 0.98 | FALSE |
36 | GTEx | Muscle Skeletal | ERAP2 | 0.47 | 0.58 | enet | 34 | 0.58 | 1.3e-70 | 6.6 | 6.4 | 1.3e-10 | 0.97 | 0.02 | 0.98 | FALSE |
37 | GTEx | Nerve Tibial | ERAP2 | 0.53 | 0.68 | enet | 25 | 0.67 | 1.2e-62 | 6.6 | 6.6 | 5.2e-11 | 0.98 | 0.02 | 0.98 | FALSE |
38 | GTEx | Ovary | ERAP2 | 0.61 | 0.43 | enet | 30 | 0.50 | 3.0e-14 | 6.6 | 6.5 | 8.3e-11 | 0.97 | 0.02 | 0.98 | FALSE |
39 | GTEx | Pancreas | ERAP2 | 0.38 | 0.44 | lasso | 12 | 0.46 | 3.0e-21 | 6.6 | 6.7 | 2.1e-11 | 0.98 | 0.02 | 0.98 | FALSE |
40 | GTEx | Pituitary | ERAP2 | 0.66 | 0.63 | lasso | 17 | 0.60 | 2.1e-18 | 6.5 | 6.6 | 3.1e-11 | 0.98 | 0.02 | 0.98 | FALSE |
41 | GTEx | Prostate | ERAP2 | 0.56 | 0.62 | lasso | 13 | 0.54 | 5.0e-16 | 6.6 | 6.6 | 3.4e-11 | 0.98 | 0.03 | 0.97 | FALSE |
42 | GTEx | Skin Not Sun Exposed Suprapubic | ERAP2 | 0.49 | 0.61 | lasso | 9 | 0.60 | 7.2e-41 | 6.6 | 6.6 | 3.4e-11 | 0.98 | 0.02 | 0.98 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | ERAP2 | 0.44 | 0.52 | enet | 34 | 0.52 | 4.0e-50 | 6.5 | 6.7 | 2.5e-11 | 0.97 | 0.02 | 0.98 | FALSE |
44 | GTEx | Small Intestine Terminal Ileum | ERAP2 | 0.55 | 0.60 | lasso | 12 | 0.59 | 3.6e-16 | 6.8 | 6.8 | 1.4e-11 | 0.99 | 0.02 | 0.98 | FALSE |
45 | GTEx | Spleen | ERAP2 | 0.66 | 0.61 | enet | 33 | 0.63 | 1.3e-20 | 6.4 | 6.6 | 4.8e-11 | 0.96 | 0.02 | 0.98 | FALSE |
46 | GTEx | Stomach | ERAP2 | 0.42 | 0.47 | enet | 29 | 0.50 | 1.8e-27 | 6.5 | 6.6 | 5.3e-11 | 0.96 | 0.02 | 0.98 | FALSE |
47 | GTEx | Testis | LNPEP | 0.16 | 0.14 | lasso | 4 | 0.13 | 1.5e-06 | 5.2 | 5.6 | 2.7e-08 | 0.86 | 0.02 | 0.97 | FALSE |
48 | GTEx | Testis | ERAP2 | 0.39 | 0.44 | lasso | 4 | 0.45 | 6.5e-22 | 6.5 | 6.6 | 4.5e-11 | 0.98 | 0.02 | 0.98 | FALSE |
49 | GTEx | Thyroid | ERAP2 | 0.49 | 0.65 | lasso | 9 | 0.65 | 1.9e-65 | 6.5 | 6.7 | 2.9e-11 | 0.99 | 0.03 | 0.97 | FALSE |
50 | GTEx | Uterus | ERAP2 | 0.66 | 0.58 | lasso | 3 | 0.63 | 2.5e-16 | 6.8 | 6.8 | 1.5e-11 | 0.99 | 0.01 | 0.99 | FALSE |
51 | GTEx | Vagina | ERAP2 | 0.52 | 0.46 | enet | 40 | 0.48 | 8.8e-13 | 5.9 | 6.5 | 6.6e-11 | 0.95 | 0.04 | 0.96 | FALSE |
52 | GTEx | Whole Blood | ERAP2 | 0.37 | 0.36 | lasso | 12 | 0.36 | 3.4e-34 | 6.6 | 6.5 | 7.9e-11 | 0.95 | 0.02 | 0.98 | FALSE |
53 | METSIM | Adipose | ERAP2 | 0.26 | 0.33 | enet | 60 | 0.35 | 2.7e-55 | 5.8 | 6.2 | 6.3e-10 | 0.92 | 0.83 | 0.17 | FALSE |
54 | NTR | Blood | ERAP2 | 0.33 | 0.63 | enet | 35 | 0.63 | 7.1e-269 | 6.6 | 6.6 | 5.1e-11 | 0.98 | 0.02 | 0.98 | FALSE |
55 | NTR | Blood | LNPEP | 0.10 | 0.15 | enet | 22 | 0.16 | 3.3e-49 | 6.6 | 6.2 | 6.5e-10 | 0.96 | 0.02 | 0.98 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | LNPEP | 0.23 | 0.18 | lasso | 12 | 0.27 | 3.9e-34 | 6.7 | 5.5 | 2.9e-08 | 0.84 | 0.02 | 0.98 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | ERAP2 | 0.47 | 0.71 | lasso | 8 | 0.71 | 2.3e-130 | 6.7 | 6.6 | 4.3e-11 | 0.98 | 0.02 | 0.98 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | AC008865.1 | 0.05 | 0.00 | bslmm | 458 | 0.02 | 8.2e-04 | 6.8 | -5.2 | 1.8e-07 | -0.71 | 0.02 | 0.91 | FALSE |
59 | YFS | Blood | ERAP2 | 0.55 | 0.73 | enet | 39 | 0.78 | 0.0e+00 | 5.8 | 6.3 | 2.4e-10 | 0.94 | 0.83 | 0.17 | FALSE |
60 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ERAP2 | 0.47 | 0.62 | enet | 26 | 0.60 | 6.7e-63 | 6.6 | 6.6 | 4.1e-11 | 0.95 | 0.01 | 0.99 | FALSE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ERAP2 | 0.52 | 0.75 | enet | 23 | 0.76 | 1.1e-239 | 6.6 | 6.6 | 3.7e-11 | 0.97 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ERAP2 | 0.38 | 0.49 | enet | 11 | 0.54 | 7.6e-31 | 6.6 | 6.5 | 6.8e-11 | 0.98 | 0.01 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Colon Adenocarcinoma | ERAP2 | 0.60 | 0.66 | lasso | 6 | 0.66 | 4.6e-50 | 6.6 | 6.6 | 3.8e-11 | 0.97 | 0.01 | 0.99 | FALSE |
64 | The Cancer Genome Atlas | Esophageal Carcinoma | ERAP2 | 0.51 | 0.46 | enet | 18 | 0.51 | 1.2e-18 | 6.6 | 6.6 | 3.7e-11 | 0.95 | 0.01 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Glioblastoma Multiforme | ERAP2 | 0.66 | 0.60 | lasso | 8 | 0.57 | 5.7e-21 | 6.6 | 6.4 | 1.5e-10 | 0.97 | 0.01 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ERAP2 | 0.46 | 0.70 | lasso | 9 | 0.70 | 6.4e-110 | 6.6 | 6.7 | 2.2e-11 | 0.98 | 0.01 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LNPEP | 0.04 | 0.03 | blup | 73 | 0.02 | 7.6e-04 | 6.5 | 5.5 | 4.5e-08 | 0.85 | 0.02 | 0.93 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ERAP2 | 0.51 | 0.73 | enet | 19 | 0.75 | 3.3e-126 | 6.6 | 6.6 | 4.9e-11 | 0.96 | 0.01 | 0.99 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ERAP2 | 0.56 | 0.71 | enet | 13 | 0.72 | 3.1e-57 | 6.6 | 6.7 | 2.5e-11 | 0.99 | 0.01 | 0.99 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LNPEP | 0.06 | 0.03 | blup | 70 | 0.04 | 1.5e-03 | 5.5 | 6.2 | 5.4e-10 | 0.94 | 0.06 | 0.86 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ERAP2 | 0.63 | 0.73 | lasso | 12 | 0.74 | 5.5e-124 | 6.6 | 6.7 | 2.9e-11 | 0.98 | 0.01 | 0.99 | FALSE |
72 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ERAP2 | 0.53 | 0.56 | enet | 26 | 0.56 | 1.5e-31 | 6.8 | 6.4 | 1.8e-10 | 0.95 | 0.01 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Lung Adenocarcinoma | ERAP2 | 0.55 | 0.72 | enet | 21 | 0.74 | 4.7e-130 | 6.6 | 6.5 | 5.8e-11 | 0.96 | 0.01 | 0.99 | FALSE |
74 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ERAP2 | 0.44 | 0.68 | lasso | 2 | 0.68 | 3.6e-106 | 6.6 | 6.6 | 3.1e-11 | 0.97 | 0.01 | 0.99 | FALSE |
75 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ERAP2 | 0.47 | 0.58 | enet | 29 | 0.63 | 9.8e-55 | 6.6 | 6.1 | 1.1e-09 | 0.93 | 0.01 | 0.99 | FALSE |
76 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ERAP2 | 0.64 | 0.56 | blup | 71 | 0.56 | 7.9e-28 | 6.6 | 6.3 | 2.6e-10 | 0.90 | 0.01 | 0.99 | FALSE |
77 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ERAP2 | 0.60 | 0.56 | lasso | 8 | 0.60 | 4.5e-29 | 6.6 | 6.7 | 1.9e-11 | 0.99 | 0.01 | 0.99 | FALSE |
78 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LNPEP | 0.13 | 0.07 | blup | 73 | 0.09 | 2.9e-04 | 5.5 | 5.9 | 4.2e-09 | 0.86 | 0.02 | 0.83 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ERAP2 | 0.50 | 0.72 | lasso | 7 | 0.74 | 5.1e-115 | 6.6 | 6.6 | 3.7e-11 | 0.98 | 0.01 | 0.99 | FALSE |
80 | The Cancer Genome Atlas | Rectum Adenocarcinoma | ERAP2 | 0.57 | 0.64 | enet | 19 | 0.67 | 8.4e-21 | 6.6 | 6.5 | 5.7e-11 | 0.97 | 0.01 | 0.99 | FALSE |
81 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ERAP2 | 0.59 | 0.60 | lasso | 8 | 0.65 | 2.6e-50 | 6.6 | 6.5 | 8.6e-11 | 0.97 | 0.01 | 0.99 | FALSE |
82 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | ERAP2 | 0.66 | 0.53 | enet | 13 | 0.53 | 1.0e-16 | 6.7 | 6.6 | 4.5e-11 | 0.97 | 0.01 | 0.99 | FALSE |
83 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | LNPEP | 0.18 | 0.17 | lasso | 1 | 0.13 | 2.3e-04 | 6.7 | 6.7 | 2.9e-11 | 1.00 | 0.01 | 0.94 | FALSE |
84 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ERAP2 | 0.69 | 0.76 | enet | 12 | 0.74 | 3.3e-78 | 6.6 | 6.7 | 3.0e-11 | 0.98 | 0.01 | 0.99 | FALSE |
85 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | ERAP2 | 0.50 | 0.58 | enet | 24 | 0.62 | 4.4e-27 | 6.6 | 6.6 | 3.8e-11 | 0.97 | 0.01 | 0.99 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | ERAP2 | 0.57 | 0.68 | enet | 21 | 0.69 | 8.0e-93 | 6.7 | 6.6 | 5.5e-11 | 0.96 | 0.01 | 0.99 | FALSE |
87 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | ERAP2 | 0.53 | 0.61 | enet | 26 | 0.63 | 5.0e-22 | 6.6 | 6.4 | 1.7e-10 | 0.95 | 0.01 | 0.99 | FALSE |