Best TWAS P=4.18e-23 · Best GWAS P=4.99e-15 conditioned to 0.0128
# | 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 | GTEx | Adipose Subcutaneous | C1orf86 | 0.15 | 0.05 | enet | 10 | 0.04 | 2.0e-04 | -2.40 | -5.4 | 7.8e-08 | -0.07 | 0.28 | 0.38 | FALSE |
2 | GTEx | Adipose Subcutaneous | SLC35E2B | 0.47 | 0.16 | lasso | 7 | 0.32 | 1.6e-26 | -7.41 | 7.1 | 1.2e-12 | 0.04 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP1-283E3.4 | 0.65 | 0.14 | lasso | 9 | 0.33 | 5.1e-28 | -7.41 | -9.1 | 6.3e-20 | 0.00 | 0.01 | 0.99 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-345P4.10 | 0.60 | 0.17 | enet | 27 | 0.34 | 2.7e-28 | -7.41 | 7.8 | 7.1e-15 | 0.02 | 0.01 | 0.99 | FALSE |
5 | GTEx | Adipose Visceral Omentum | CALML6 | 0.13 | 0.03 | lasso | 5 | 0.03 | 1.6e-02 | -5.78 | -5.7 | 9.5e-09 | 0.00 | 0.21 | 0.05 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RP1-283E3.4 | 0.26 | 0.05 | enet | 25 | 0.16 | 1.5e-08 | -7.41 | -9.9 | 6.3e-23 | -0.02 | 0.01 | 0.92 | FALSE |
7 | GTEx | Adipose Visceral Omentum | RP11-345P4.10 | 0.28 | 0.12 | enet | 18 | 0.27 | 1.9e-14 | -7.41 | 7.4 | 1.8e-13 | 0.02 | 0.01 | 0.98 | FALSE |
8 | GTEx | Artery Aorta | SLC35E2B | 0.51 | 0.12 | enet | 39 | 0.26 | 1.9e-14 | 2.12 | 5.5 | 2.9e-08 | 0.03 | 0.04 | 0.96 | FALSE |
9 | GTEx | Artery Aorta | RP1-283E3.4 | 0.60 | 0.12 | lasso | 9 | 0.27 | 3.2e-15 | -7.41 | -9.1 | 6.1e-20 | -0.01 | 0.01 | 0.98 | FALSE |
10 | GTEx | Artery Aorta | RP11-345P4.10 | 0.62 | 0.15 | enet | 34 | 0.28 | 1.9e-15 | -7.41 | 6.3 | 3.9e-10 | 0.03 | 0.01 | 0.99 | FALSE |
11 | GTEx | Artery Coronary | AL645728.2 | 0.18 | 0.03 | lasso | 3 | 0.00 | 4.2e-01 | -5.31 | -5.8 | 6.3e-09 | -0.01 | 0.04 | 0.16 | FALSE |
12 | GTEx | Artery Tibial | SLC35E2B | 0.44 | 0.14 | enet | 29 | 0.24 | 7.6e-19 | -7.41 | 6.8 | 1.5e-11 | 0.03 | 0.01 | 0.99 | FALSE |
13 | GTEx | Artery Tibial | RP1-283E3.4 | 0.66 | 0.09 | lasso | 6 | 0.38 | 4.9e-31 | -7.41 | -8.4 | 4.5e-17 | 0.01 | 0.01 | 0.99 | FALSE |
14 | GTEx | Artery Tibial | RP11-345P4.10 | 0.61 | 0.10 | lasso | 10 | 0.36 | 3.1e-29 | -7.41 | 8.3 | 8.0e-17 | 0.01 | 0.01 | 0.99 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | NADK | 0.18 | 0.11 | lasso | 7 | 0.09 | 3.1e-03 | -6.77 | -6.9 | 5.1e-12 | 0.03 | 0.06 | 0.33 | FALSE |
16 | GTEx | Brain Cerebellar Hemisphere | RP5-890O3.9 | 0.24 | 0.02 | lasso | 9 | 0.02 | 1.3e-01 | -7.05 | 6.6 | 3.1e-11 | -0.01 | 0.04 | 0.32 | FALSE |
17 | GTEx | Brain Cerebellum | TNFRSF14 | 0.17 | 0.07 | enet | 6 | 0.10 | 7.6e-04 | 5.56 | 5.6 | 2.6e-08 | -0.66 | 0.15 | 0.26 | FALSE |
18 | GTEx | Brain Cerebellum | RP3-395M20.8 | 0.19 | 0.05 | enet | 8 | 0.06 | 5.9e-03 | 3.65 | 5.3 | 1.4e-07 | -0.66 | 0.17 | 0.18 | FALSE |
19 | GTEx | Brain Putamen basal ganglia | RP11-345P4.9 | 0.32 | 0.21 | lasso | 3 | 0.13 | 4.5e-04 | 4.14 | 6.3 | 2.6e-10 | 0.04 | 0.06 | 0.10 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | SLC35E2B | 0.47 | 0.17 | lasso | 12 | 0.23 | 3.3e-17 | -7.41 | 7.6 | 2.8e-14 | 0.02 | 0.01 | 0.99 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | RP1-283E3.4 | 0.59 | 0.13 | lasso | 8 | 0.29 | 3.0e-22 | 3.35 | -9.0 | 2.1e-19 | 0.01 | 0.54 | 0.46 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | RP11-345P4.10 | 0.66 | 0.17 | lasso | 13 | 0.32 | 7.5e-25 | -7.41 | 8.1 | 4.3e-16 | 0.00 | 0.01 | 0.99 | FALSE |
23 | GTEx | Esophagus Mucosa | TMEM52 | 0.17 | 0.18 | lasso | 2 | 0.20 | 2.9e-13 | -7.60 | 7.6 | 3.4e-14 | 0.02 | 0.00 | 1.00 | TRUE |
24 | GTEx | Esophagus Mucosa | SLC35E2B | 0.33 | 0.17 | enet | 12 | 0.22 | 5.6e-15 | -7.41 | 6.8 | 8.2e-12 | 0.05 | 0.01 | 0.99 | FALSE |
25 | GTEx | Esophagus Mucosa | RP1-283E3.4 | 0.53 | 0.12 | enet | 20 | 0.22 | 4.1e-15 | -7.41 | -9.7 | 5.1e-22 | 0.02 | 0.01 | 0.99 | FALSE |
26 | GTEx | Esophagus Muscularis | SLC35E2B | 0.41 | 0.20 | enet | 25 | 0.30 | 1.2e-18 | -7.41 | 7.0 | 2.8e-12 | 0.03 | 0.01 | 0.99 | FALSE |
27 | GTEx | Esophagus Muscularis | RP1-283E3.4 | 0.46 | 0.14 | enet | 23 | 0.24 | 1.6e-14 | -7.41 | -9.9 | 4.2e-23 | 0.01 | 0.01 | 0.99 | TRUE |
28 | GTEx | Esophagus Muscularis | RP11-345P4.10 | 0.55 | 0.20 | lasso | 9 | 0.35 | 6.5e-22 | -7.41 | 7.8 | 6.4e-15 | 0.01 | 0.01 | 0.99 | FALSE |
29 | GTEx | Esophagus Muscularis | RP3-395M20.12 | 0.08 | 0.06 | enet | 6 | 0.06 | 2.3e-04 | 5.56 | -8.1 | 7.5e-16 | 0.78 | 0.01 | 0.98 | TRUE |
30 | GTEx | Heart Atrial Appendage | NADK | 0.19 | 0.00 | lasso | 5 | 0.00 | 3.1e-01 | -6.53 | -6.1 | 9.0e-10 | 0.04 | 0.04 | 0.20 | FALSE |
31 | GTEx | Heart Atrial Appendage | SLC35E2B | 0.22 | 0.01 | lasso | 5 | 0.03 | 2.6e-02 | -7.41 | 7.8 | 5.0e-15 | 0.03 | 0.03 | 0.27 | FALSE |
32 | GTEx | Heart Atrial Appendage | RP11-345P4.10 | 0.36 | 0.11 | enet | 15 | 0.16 | 1.1e-07 | -7.41 | 8.6 | 1.2e-17 | -0.01 | 0.02 | 0.85 | FALSE |
33 | GTEx | Lung | NADK | 0.07 | 0.03 | lasso | 3 | 0.02 | 8.5e-03 | 6.75 | -7.0 | 1.9e-12 | 0.01 | 0.09 | 0.74 | FALSE |
34 | GTEx | Lung | SLC35E2B | 0.31 | 0.15 | lasso | 9 | 0.16 | 6.6e-12 | -7.41 | 6.5 | 1.0e-10 | 0.04 | 0.01 | 0.99 | FALSE |
35 | GTEx | Lung | RP1-283E3.4 | 0.58 | 0.07 | lasso | 7 | 0.34 | 8.8e-27 | -7.41 | -8.6 | 1.0e-17 | 0.02 | 0.02 | 0.98 | FALSE |
36 | GTEx | Lung | RP11-345P4.10 | 0.50 | 0.20 | lasso | 7 | 0.30 | 2.2e-23 | -7.41 | 7.5 | 6.3e-14 | 0.00 | 0.01 | 0.99 | FALSE |
37 | GTEx | Muscle Skeletal | NADK | 0.06 | 0.00 | enet | 9 | 0.00 | 1.3e-01 | -6.77 | -7.5 | 7.6e-14 | 0.00 | 0.02 | 0.95 | FALSE |
38 | GTEx | Muscle Skeletal | TMEM52 | 0.11 | 0.08 | lasso | 6 | 0.10 | 7.2e-10 | -7.27 | 7.5 | 8.8e-14 | -0.02 | 0.02 | 0.98 | FALSE |
39 | GTEx | Muscle Skeletal | SLC35E2B | 0.35 | 0.06 | lasso | 4 | 0.19 | 3.2e-18 | -7.41 | 9.0 | 3.4e-19 | 0.01 | 0.01 | 0.99 | FALSE |
40 | GTEx | Muscle Skeletal | RP1-283E3.4 | 0.51 | 0.12 | lasso | 6 | 0.29 | 2.4e-28 | -7.41 | -8.6 | 1.2e-17 | 0.01 | 0.01 | 0.99 | FALSE |
41 | GTEx | Muscle Skeletal | RP11-345P4.10 | 0.54 | 0.06 | lasso | 7 | 0.29 | 4.7e-29 | -7.41 | 8.5 | 1.9e-17 | 0.00 | 0.02 | 0.98 | FALSE |
42 | GTEx | Nerve Tibial | CALML6 | 0.13 | 0.12 | lasso | 2 | 0.11 | 4.4e-08 | -5.70 | -5.8 | 8.7e-09 | 0.00 | 1.00 | 0.00 | FALSE |
43 | GTEx | Nerve Tibial | SLC35E2B | 0.19 | 0.09 | lasso | 7 | 0.08 | 2.5e-06 | -7.41 | 8.3 | 7.3e-17 | 0.01 | 0.01 | 0.99 | FALSE |
44 | GTEx | Pancreas | TNFRSF14 | 0.13 | 0.04 | enet | 8 | 0.04 | 1.0e-02 | 5.56 | 6.7 | 1.9e-11 | -0.63 | 0.49 | 0.21 | FALSE |
45 | GTEx | Pancreas | CALML6 | 0.21 | 0.08 | lasso | 4 | 0.06 | 2.2e-03 | -5.78 | -5.8 | 8.8e-09 | 0.00 | 0.32 | 0.36 | FALSE |
46 | GTEx | Pituitary | NADK | 0.21 | 0.09 | enet | 15 | 0.07 | 9.5e-03 | -7.27 | -5.8 | 6.0e-09 | -0.02 | 0.02 | 0.68 | FALSE |
47 | GTEx | Skin Not Sun Exposed Suprapubic | TMEM52 | 0.19 | 0.18 | lasso | 4 | 0.14 | 2.6e-08 | 6.75 | 7.1 | 1.4e-12 | -0.01 | 0.11 | 0.89 | FALSE |
48 | GTEx | Skin Not Sun Exposed Suprapubic | RP1-283E3.4 | 0.48 | 0.12 | lasso | 5 | 0.31 | 1.1e-17 | -7.41 | -9.2 | 3.5e-20 | 0.01 | 0.01 | 0.98 | FALSE |
49 | GTEx | Skin Sun Exposed Lower leg | TMEM52 | 0.17 | 0.14 | lasso | 7 | 0.15 | 2.0e-12 | 7.09 | 7.5 | 5.5e-14 | -0.01 | 0.04 | 0.96 | FALSE |
50 | GTEx | Skin Sun Exposed Lower leg | SLC35E2B | 0.43 | 0.07 | enet | 21 | 0.26 | 9.4e-22 | -0.18 | 6.5 | 8.1e-11 | 0.06 | 0.08 | 0.92 | FALSE |
51 | GTEx | Skin Sun Exposed Lower leg | RP11-345P4.10 | 0.58 | 0.08 | enet | 26 | 0.35 | 6.6e-30 | 3.35 | 7.2 | 6.2e-13 | 0.02 | 0.09 | 0.91 | FALSE |
52 | GTEx | Spleen | TMEM52 | 0.47 | 0.21 | lasso | 5 | 0.22 | 2.3e-06 | -5.31 | -6.0 | 2.6e-09 | 0.01 | 0.31 | 0.20 | FALSE |
53 | GTEx | Spleen | RP3-395M20.9 | 0.42 | 0.14 | lasso | 3 | 0.15 | 1.1e-04 | -6.93 | -6.9 | 4.8e-12 | 0.59 | 0.06 | 0.62 | FALSE |
54 | GTEx | Thyroid | SLC35E2B | 0.50 | 0.18 | lasso | 14 | 0.24 | 2.1e-18 | -7.41 | 7.1 | 1.5e-12 | 0.05 | 0.01 | 0.99 | FALSE |
55 | GTEx | Thyroid | RP1-283E3.4 | 0.59 | 0.04 | lasso | 10 | 0.22 | 3.8e-17 | -7.41 | -9.2 | 2.9e-20 | 0.00 | 0.01 | 0.98 | FALSE |
56 | GTEx | Thyroid | RP11-345P4.10 | 0.66 | 0.21 | lasso | 17 | 0.39 | 1.5e-31 | -7.41 | 7.8 | 5.7e-15 | 0.01 | 0.01 | 0.99 | FALSE |
57 | GTEx | Whole Blood | FAM213B | 0.06 | 0.00 | lasso | 3 | 0.00 | 6.5e-01 | -5.98 | -5.9 | 3.4e-09 | 0.55 | 0.10 | 0.09 | FALSE |
58 | GTEx | Whole Blood | RP11-345P4.10 | 0.36 | 0.10 | enet | 29 | 0.19 | 6.9e-17 | -7.41 | 6.9 | 3.9e-12 | 0.03 | 0.01 | 0.99 | FALSE |
59 | METSIM | Adipose | TNFRSF14 | 0.07 | 0.05 | blup | 373 | 0.05 | 1.9e-07 | 5.67 | 6.0 | 2.4e-09 | -0.63 | 0.81 | 0.18 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | C1orf222 | 0.11 | 0.14 | enet | 18 | 0.14 | 1.8e-17 | -5.11 | 6.2 | 6.0e-10 | -0.02 | 0.99 | 0.01 | FALSE |
61 | ROSMAP | Brain Pre-frontal Cortex | MMP23B | 0.05 | 0.04 | lasso | 2 | 0.03 | 1.9e-04 | -7.05 | -7.0 | 1.9e-12 | 0.02 | 0.02 | 0.97 | FALSE |
62 | ROSMAP | Brain Pre-frontal Cortex | TTC34 | 0.09 | 0.03 | enet | 21 | 0.07 | 5.7e-09 | 3.35 | 6.0 | 2.4e-09 | -0.52 | 0.98 | 0.02 | FALSE |
63 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SLC35E2 | 0.03 | 0.03 | blup | 35 | 0.01 | 7.0e-02 | -6.61 | -5.1 | 3.0e-07 | 0.04 | 0.01 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM52 | 0.02 | 0.01 | blup | 37 | 0.02 | 6.6e-03 | -7.53 | 7.1 | 9.9e-13 | -0.02 | 0.01 | 0.84 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC35E2 | 0.03 | 0.00 | blup | 34 | 0.01 | 5.3e-02 | -6.68 | 6.3 | 2.5e-10 | -0.02 | 0.01 | 0.70 | FALSE |
66 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SLC35E2 | 0.04 | 0.03 | lasso | 5 | 0.05 | 1.4e-06 | -6.68 | 5.1 | 2.9e-07 | -0.04 | 0.02 | 0.98 | FALSE |
67 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TNFRSF14 | 0.18 | 0.02 | blup | 52 | 0.10 | 2.4e-04 | 4.16 | 6.7 | 1.6e-11 | -0.68 | 0.02 | 0.22 | FALSE |