Best TWAS P=1.16e-16 · Best GWAS P=8.16e-30 conditioned to 2.16e-12
# | 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 | PNKD | 0.12 | 0.08 | lasso | 3 | 0.07 | 4.2e-06 | 5.95 | -6.0 | 1.8e-09 | -0.04 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Subcutaneous | TMBIM1 | 0.12 | 0.08 | lasso | 5 | 0.10 | 2.9e-08 | 6.02 | -5.7 | 1.4e-08 | -0.05 | 0.02 | 0.98 | FALSE |
3 | GTEx | Adipose Subcutaneous | ARPC2 | 0.16 | 0.16 | enet | 12 | 0.17 | 4.4e-14 | 5.05 | -5.5 | 3.2e-08 | -0.03 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-378A13.1 | 0.25 | 0.34 | lasso | 9 | 0.37 | 2.4e-31 | 5.95 | -6.1 | 1.2e-09 | -0.04 | 0.02 | 0.98 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-378A13.1 | 0.30 | 0.28 | enet | 30 | 0.32 | 2.9e-17 | 5.85 | -5.3 | 1.5e-07 | -0.04 | 0.03 | 0.97 | FALSE |
6 | GTEx | Adrenal Gland | PNKD | 0.20 | 0.16 | lasso | 5 | 0.19 | 1.6e-07 | 5.32 | -5.4 | 6.4e-08 | -0.04 | 0.08 | 0.90 | FALSE |
7 | GTEx | Adrenal Gland | RP11-378A13.1 | 0.25 | 0.22 | enet | 17 | 0.30 | 3.2e-11 | 5.94 | -6.1 | 1.3e-09 | -0.03 | 0.03 | 0.97 | FALSE |
8 | GTEx | Artery Aorta | TMBIM1 | 0.17 | 0.20 | enet | 29 | 0.19 | 1.2e-10 | 5.94 | -5.4 | 5.4e-08 | -0.03 | 0.03 | 0.97 | FALSE |
9 | GTEx | Artery Aorta | RP11-378A13.1 | 0.28 | 0.28 | enet | 20 | 0.31 | 2.2e-17 | 5.79 | -5.9 | 3.2e-09 | -0.03 | 0.04 | 0.96 | FALSE |
10 | GTEx | Artery Coronary | TMBIM1 | 0.22 | 0.08 | lasso | 1 | 0.03 | 3.6e-02 | 5.92 | -5.9 | 3.2e-09 | -0.03 | 0.03 | 0.81 | FALSE |
11 | GTEx | Artery Coronary | RP11-378A13.1 | 0.34 | 0.36 | lasso | 8 | 0.38 | 1.2e-13 | 5.94 | -6.0 | 1.5e-09 | -0.03 | 0.03 | 0.97 | FALSE |
12 | GTEx | Artery Tibial | RP11-378A13.1 | 0.20 | 0.17 | enet | 13 | 0.24 | 7.6e-19 | 5.14 | -5.7 | 1.1e-08 | -0.04 | 0.02 | 0.98 | FALSE |
13 | GTEx | Brain Caudate basal ganglia | RP11-378A13.1 | 0.55 | 0.38 | enet | 17 | 0.52 | 4.0e-17 | 5.88 | -6.1 | 9.0e-10 | -0.03 | 0.04 | 0.96 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | RP11-378A13.1 | 0.53 | 0.57 | enet | 24 | 0.60 | 3.3e-19 | 5.85 | -5.7 | 1.0e-08 | -0.02 | 0.04 | 0.96 | FALSE |
15 | GTEx | Brain Cerebellum | RP11-378A13.1 | 0.46 | 0.52 | enet | 15 | 0.46 | 2.5e-15 | 5.79 | -6.0 | 1.4e-09 | -0.03 | 0.04 | 0.96 | FALSE |
16 | GTEx | Brain Cortex | RP11-378A13.1 | 0.61 | 0.56 | enet | 23 | 0.61 | 6.7e-21 | 5.87 | -6.0 | 2.0e-09 | -0.04 | 0.04 | 0.96 | FALSE |
17 | GTEx | Brain Frontal Cortex BA9 | RP11-378A13.1 | 0.38 | 0.54 | enet | 24 | 0.49 | 7.2e-15 | 5.87 | -6.0 | 2.8e-09 | -0.04 | 0.05 | 0.95 | FALSE |
18 | GTEx | Brain Hypothalamus | RP11-378A13.1 | 0.37 | 0.44 | enet | 17 | 0.45 | 5.6e-12 | 5.85 | -5.7 | 1.1e-08 | -0.03 | 0.05 | 0.95 | FALSE |
19 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-378A13.1 | 0.47 | 0.51 | lasso | 5 | 0.48 | 1.5e-14 | 5.87 | 5.8 | 6.1e-09 | 0.04 | 0.04 | 0.96 | FALSE |
20 | GTEx | Brain Putamen basal ganglia | RP11-378A13.1 | 0.35 | 0.28 | enet | 18 | 0.29 | 1.2e-07 | 5.87 | -5.4 | 5.5e-08 | -0.04 | 0.03 | 0.97 | FALSE |
21 | GTEx | Breast Mammary Tissue | RP11-378A13.1 | 0.27 | 0.26 | enet | 20 | 0.30 | 1.3e-15 | 5.95 | -6.0 | 1.7e-09 | -0.04 | 0.02 | 0.98 | FALSE |
22 | GTEx | Breast Mammary Tissue (Male) | RP11-378A13.1 | 0.27 | 0.24 | enet | 29 | 0.27 | 5.4e-07 | 5.95 | -5.2 | 1.9e-07 | -0.04 | 0.02 | 0.95 | FALSE |
23 | GTEx | Breast Mammary Tissue (Female) | ARPC2 | 0.12 | -0.01 | lasso | 5 | -0.01 | 7.1e-01 | 5.48 | -5.7 | 9.2e-09 | -0.04 | 0.09 | 0.05 | FALSE |
24 | GTEx | Breast Mammary Tissue (Female) | RP11-378A13.1 | 0.30 | 0.11 | lasso | 10 | 0.22 | 3.0e-07 | 6.02 | -5.9 | 2.9e-09 | -0.03 | 0.02 | 0.98 | FALSE |
25 | GTEx | Cells EBV-transformed lymphocytes | TMBIM1 | 0.35 | 0.24 | lasso | 10 | 0.24 | 2.3e-08 | 6.03 | -5.8 | 5.7e-09 | -0.03 | 0.02 | 0.98 | FALSE |
26 | GTEx | Cells EBV-transformed lymphocytes | RP11-378A13.1 | 0.18 | 0.14 | lasso | 6 | 0.13 | 4.6e-05 | 6.00 | -6.2 | 7.8e-10 | -0.02 | 0.03 | 0.94 | FALSE |
27 | GTEx | Cells Transformed fibroblasts | TMBIM1 | 0.15 | 0.25 | lasso | 3 | 0.27 | 2.2e-20 | 5.97 | -6.0 | 1.8e-09 | -0.05 | 0.02 | 0.98 | FALSE |
28 | GTEx | Cells Transformed fibroblasts | RP11-378A13.1 | 0.29 | 0.26 | enet | 24 | 0.31 | 2.0e-23 | 6.02 | -6.1 | 1.1e-09 | -0.03 | 0.02 | 0.98 | FALSE |
29 | GTEx | Colon Sigmoid | RP11-378A13.1 | 0.31 | 0.33 | enet | 23 | 0.34 | 6.0e-13 | 5.68 | -5.8 | 7.1e-09 | -0.05 | 0.04 | 0.96 | FALSE |
30 | GTEx | Colon Transverse | RP11-378A13.1 | 0.35 | 0.31 | lasso | 6 | 0.43 | 4.6e-22 | 5.94 | -6.1 | 1.3e-09 | -0.03 | 0.02 | 0.98 | FALSE |
31 | GTEx | Esophagus Gastroesophageal Junction | RP11-378A13.1 | 0.37 | 0.37 | enet | 26 | 0.33 | 1.1e-12 | 5.68 | -5.6 | 2.8e-08 | -0.03 | 0.06 | 0.94 | FALSE |
32 | GTEx | Esophagus Mucosa | RP11-378A13.1 | 0.28 | 0.32 | enet | 27 | 0.39 | 1.3e-27 | 5.87 | -6.1 | 8.2e-10 | -0.03 | 0.03 | 0.97 | FALSE |
33 | GTEx | Esophagus Muscularis | RP11-378A13.1 | 0.37 | 0.42 | enet | 21 | 0.41 | 6.9e-27 | 5.87 | -6.1 | 1.3e-09 | -0.03 | 0.05 | 0.95 | FALSE |
34 | GTEx | Heart Atrial Appendage | TMBIM1 | 0.11 | 0.09 | lasso | 2 | 0.08 | 1.8e-04 | 5.92 | -5.8 | 4.9e-09 | -0.04 | 0.03 | 0.97 | FALSE |
35 | GTEx | Heart Atrial Appendage | RP11-378A13.1 | 0.26 | 0.17 | enet | 13 | 0.22 | 2.0e-10 | 5.85 | -6.0 | 1.6e-09 | -0.04 | 0.03 | 0.97 | FALSE |
36 | GTEx | Heart Left Ventricle | TMBIM1 | 0.12 | 0.08 | enet | 11 | 0.07 | 1.4e-04 | 4.97 | -6.0 | 2.3e-09 | -0.04 | 0.05 | 0.95 | FALSE |
37 | GTEx | Heart Left Ventricle | RP11-378A13.1 | 0.21 | 0.16 | enet | 27 | 0.19 | 1.3e-10 | 5.94 | -6.2 | 4.1e-10 | -0.04 | 0.03 | 0.97 | FALSE |
38 | GTEx | Lung | PNKD | 0.13 | 0.04 | enet | 10 | 0.03 | 3.7e-03 | 5.01 | -5.9 | 4.3e-09 | -0.03 | 0.09 | 0.90 | FALSE |
39 | GTEx | Lung | ARPC2 | 0.19 | 0.10 | lasso | 7 | 0.09 | 1.6e-07 | 5.21 | -5.4 | 5.7e-08 | -0.05 | 1.00 | 0.00 | FALSE |
40 | GTEx | Lung | RP11-378A13.1 | 0.27 | 0.30 | enet | 19 | 0.37 | 2.3e-29 | 5.97 | -6.2 | 5.2e-10 | -0.03 | 0.03 | 0.97 | FALSE |
41 | GTEx | Muscle Skeletal | TMBIM1 | 0.10 | 0.06 | lasso | 9 | 0.06 | 3.3e-06 | 6.03 | -5.5 | 4.8e-08 | -0.02 | 0.02 | 0.98 | FALSE |
42 | GTEx | Muscle Skeletal | ARPC2 | 0.23 | 0.17 | enet | 18 | 0.20 | 1.9e-19 | 5.47 | -5.3 | 1.0e-07 | -0.06 | 1.00 | 0.00 | FALSE |
43 | GTEx | Muscle Skeletal | RP11-378A13.1 | 0.19 | 0.27 | enet | 23 | 0.31 | 1.7e-30 | 5.87 | -6.0 | 1.4e-09 | -0.04 | 0.04 | 0.96 | FALSE |
44 | GTEx | Nerve Tibial | RP11-378A13.1 | 0.33 | 0.31 | enet | 35 | 0.36 | 1.0e-26 | 5.73 | -5.8 | 7.2e-09 | -0.06 | 0.05 | 0.95 | FALSE |
45 | GTEx | Pancreas | RP11-378A13.1 | 0.29 | 0.14 | enet | 24 | 0.16 | 4.4e-07 | 5.85 | -5.8 | 7.1e-09 | -0.04 | 0.04 | 0.96 | FALSE |
46 | GTEx | Pituitary | PNKD | 0.29 | 0.23 | enet | 21 | 0.24 | 8.9e-07 | 5.14 | -5.2 | 1.6e-07 | 0.00 | 0.07 | 0.91 | TRUE |
47 | GTEx | Pituitary | TMBIM1 | 0.20 | 0.16 | enet | 13 | 0.02 | 8.4e-02 | 5.87 | -6.2 | 6.3e-10 | -0.04 | 0.04 | 0.90 | FALSE |
48 | GTEx | Pituitary | RP11-378A13.1 | 0.64 | 0.52 | enet | 19 | 0.52 | 2.7e-15 | 5.85 | -5.9 | 4.7e-09 | -0.04 | 0.03 | 0.97 | FALSE |
49 | GTEx | Prostate | RP11-378A13.1 | 0.29 | 0.12 | enet | 14 | 0.10 | 2.1e-03 | 5.94 | -6.2 | 4.4e-10 | -0.03 | 0.03 | 0.90 | FALSE |
50 | GTEx | Skin Not Sun Exposed Suprapubic | PNKD | 0.28 | 0.28 | enet | 9 | 0.26 | 9.7e-15 | 5.31 | -5.8 | 7.9e-09 | -0.04 | 0.20 | 0.80 | FALSE |
51 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-378A13.1 | 0.26 | 0.25 | lasso | 8 | 0.28 | 5.6e-16 | 5.32 | -5.9 | 3.0e-09 | -0.03 | 0.03 | 0.97 | FALSE |
52 | GTEx | Skin Sun Exposed Lower leg | PNKD | 0.27 | 0.29 | lasso | 8 | 0.34 | 3.9e-29 | 5.32 | -5.8 | 6.4e-09 | -0.04 | 0.10 | 0.90 | FALSE |
53 | GTEx | Skin Sun Exposed Lower leg | RP11-378A13.1 | 0.29 | 0.36 | enet | 28 | 0.40 | 9.8e-35 | 6.00 | -5.9 | 3.9e-09 | -0.04 | 0.02 | 0.98 | FALSE |
54 | GTEx | Small Intestine Terminal Ileum | RP11-378A13.1 | 0.39 | 0.17 | enet | 15 | 0.14 | 4.5e-04 | 5.79 | -5.7 | 9.8e-09 | -0.05 | 0.04 | 0.91 | FALSE |
55 | GTEx | Spleen | RP11-378A13.1 | 0.37 | 0.41 | enet | 27 | 0.41 | 1.2e-11 | 6.00 | -6.5 | 8.4e-11 | -0.03 | 0.02 | 0.98 | FALSE |
56 | GTEx | Stomach | RP11-378A13.1 | 0.32 | 0.32 | enet | 20 | 0.34 | 3.4e-17 | 6.02 | -6.6 | 3.3e-11 | -0.04 | 0.02 | 0.98 | FALSE |
57 | GTEx | Testis | PNKD | 0.20 | 0.19 | lasso | 3 | 0.19 | 1.2e-08 | 5.95 | -6.0 | 2.7e-09 | -0.03 | 0.02 | 0.98 | FALSE |
58 | GTEx | Testis | TMBIM1 | 0.27 | 0.13 | enet | 20 | 0.15 | 2.7e-07 | 5.31 | -5.2 | 1.5e-07 | -0.02 | 0.03 | 0.97 | FALSE |
59 | GTEx | Testis | RP11-378A13.1 | 0.37 | 0.18 | enet | 22 | 0.22 | 2.7e-10 | 6.03 | -5.9 | 3.5e-09 | -0.04 | 0.02 | 0.98 | FALSE |
60 | GTEx | Thyroid | PNKD | 0.13 | 0.12 | enet | 13 | 0.14 | 6.3e-11 | 5.14 | -5.9 | 3.3e-09 | -0.02 | 0.24 | 0.76 | FALSE |
61 | GTEx | Thyroid | ARPC2 | 0.10 | 0.03 | enet | 8 | 0.04 | 3.0e-04 | 5.47 | -5.1 | 2.9e-07 | -0.06 | 0.70 | 0.01 | FALSE |
62 | GTEx | Thyroid | RP11-378A13.1 | 0.31 | 0.34 | enet | 34 | 0.38 | 3.7e-30 | 5.87 | -5.8 | 7.3e-09 | -0.03 | 0.03 | 0.97 | FALSE |
63 | GTEx | Vagina | RP11-378A13.1 | 0.22 | 0.07 | enet | 11 | 0.03 | 7.1e-02 | 5.87 | -5.9 | 3.4e-09 | -0.04 | 0.05 | 0.72 | FALSE |
64 | GTEx | Whole Blood | PNKD | 0.05 | 0.04 | lasso | 3 | 0.03 | 4.4e-04 | 5.87 | -6.0 | 2.2e-09 | -0.04 | 0.06 | 0.92 | FALSE |
65 | GTEx | Whole Blood | RP11-378A13.1 | 0.11 | 0.13 | enet | 18 | 0.15 | 1.6e-13 | 6.00 | -6.0 | 2.5e-09 | -0.03 | 0.02 | 0.98 | FALSE |
66 | METSIM | Adipose | PNKD | 0.07 | 0.08 | lasso | 7 | 0.08 | 4.8e-12 | 5.14 | -5.4 | 7.5e-08 | -0.03 | 0.13 | 0.87 | FALSE |
67 | METSIM | Adipose | TMBIM1 | 0.14 | 0.15 | lasso | 11 | 0.14 | 1.3e-20 | 6.02 | -6.0 | 1.7e-09 | -0.04 | 0.02 | 0.98 | FALSE |
68 | METSIM | Adipose | TNS1 | 0.05 | 0.00 | blup | 543 | 0.01 | 1.1e-02 | 0.47 | 7.4 | 1.5e-13 | 0.07 | 0.07 | 0.10 | TRUE |
69 | ROSMAP | Brain Pre-frontal Cortex | GPBAR1 | 0.06 | 0.05 | blup | 430 | 0.05 | 3.2e-07 | 3.95 | 5.8 | 5.9e-09 | 0.02 | 0.36 | 0.64 | FALSE |
70 | ROSMAP | Brain Pre-frontal Cortex | DIRC3 | 0.12 | 0.07 | bslmm | 697 | 0.08 | 2.7e-10 | 8.37 | -8.3 | 1.2e-16 | -0.56 | 1.00 | 0.00 | TRUE |
71 | ROSMAP | Brain Pre-frontal Cortex | RP11-378A13.1 | 0.44 | 0.64 | bslmm | 431 | 0.64 | 1.1e-107 | 5.68 | -5.5 | 4.0e-08 | -0.03 | 0.05 | 0.95 | FALSE |
72 | YFS | Blood | AAMP | 0.02 | 0.02 | lasso | 3 | 0.01 | 4.1e-05 | 5.24 | -5.2 | 1.6e-07 | -0.05 | 0.40 | 0.57 | FALSE |
73 | YFS | Blood | GPBAR1 | 0.04 | 0.06 | lasso | 10 | 0.06 | 2.3e-18 | 5.87 | 5.9 | 4.3e-09 | 0.04 | 0.04 | 0.96 | FALSE |
74 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DIRC3 | 0.03 | 0.01 | blup | 275 | 0.01 | 1.4e-03 | -3.24 | -5.6 | 1.7e-08 | -0.12 | 0.65 | 0.01 | TRUE |
75 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMBIM1 | 0.04 | 0.01 | blup | 49 | 0.02 | 4.8e-05 | 5.85 | -5.6 | 2.6e-08 | -0.01 | 0.03 | 0.95 | FALSE |
76 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMBIM1 | 0.02 | 0.01 | blup | 49 | 0.02 | 2.6e-03 | 6.03 | -6.2 | 4.5e-10 | -0.04 | 0.02 | 0.93 | FALSE |
77 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TMBIM1 | 0.10 | 0.04 | blup | 49 | 0.06 | 3.0e-03 | 5.94 | -6.1 | 1.4e-09 | -0.05 | 0.02 | 0.83 | FALSE |
78 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TMBIM1 | 0.07 | 0.04 | blup | 49 | 0.03 | 4.8e-03 | 5.29 | -5.9 | 3.5e-09 | -0.06 | 0.04 | 0.60 | FALSE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | TMBIM1 | 0.02 | 0.02 | blup | 49 | 0.02 | 9.3e-03 | 5.95 | -5.9 | 3.6e-09 | -0.05 | 0.02 | 0.75 | FALSE |