Best TWAS P=2.55e-15 · Best GWAS P=3.69e-18 conditioned to 0.118
# | 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 | RP4-607J23.2 | 0.33 | 0.32 | lasso | 4 | 0.36 | 1.6e-30 | 5.0 | -6.0 | 2.3e-09 | -0.56 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-307C18.1 | 0.22 | 0.16 | lasso | 7 | 0.29 | 5.3e-24 | 4.4 | -6.3 | 3.8e-10 | -0.61 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | RP4-607J23.2 | 0.35 | 0.18 | enet | 28 | 0.38 | 5.3e-21 | 5.0 | -6.1 | 8.9e-10 | -0.63 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-307C18.1 | 0.28 | 0.16 | enet | 31 | 0.28 | 1.2e-14 | 5.4 | -5.4 | 6.8e-08 | -0.63 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adrenal Gland | RP4-607J23.2 | 0.18 | 0.16 | lasso | 5 | 0.15 | 5.7e-06 | 5.9 | -6.2 | 5.6e-10 | -0.66 | 0.56 | 0.06 | FALSE |
6 | GTEx | Artery Aorta | RP4-607J23.2 | 0.38 | 0.32 | lasso | 5 | 0.38 | 3.7e-22 | 5.9 | -6.2 | 4.5e-10 | -0.63 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | RP11-307C18.1 | 0.27 | 0.30 | lasso | 6 | 0.31 | 7.9e-18 | 5.9 | -6.4 | 2.0e-10 | -0.70 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Coronary | RP4-607J23.2 | 0.29 | 0.36 | enet | 12 | 0.36 | 6.9e-13 | 5.0 | -6.3 | 3.5e-10 | -0.61 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Coronary | RP11-307C18.1 | 0.30 | 0.20 | enet | 11 | 0.30 | 6.6e-11 | 5.3 | -6.2 | 4.8e-10 | -0.65 | 0.99 | 0.01 | FALSE |
10 | GTEx | Artery Tibial | BRI3 | 0.08 | 0.01 | enet | 27 | 0.01 | 3.9e-02 | -6.0 | -5.5 | 4.2e-08 | -0.67 | 0.10 | 0.86 | FALSE |
11 | GTEx | Artery Tibial | LMTK2 | 0.11 | 0.00 | enet | 17 | 0.03 | 1.0e-03 | 3.2 | -5.3 | 9.6e-08 | -0.54 | 0.03 | 0.85 | FALSE |
12 | GTEx | Artery Tibial | RP4-607J23.2 | 0.29 | 0.19 | lasso | 6 | 0.30 | 3.5e-24 | 5.0 | -6.6 | 3.5e-11 | -0.66 | 1.00 | 0.00 | FALSE |
13 | GTEx | Artery Tibial | RP11-307C18.1 | 0.19 | 0.11 | lasso | 7 | 0.24 | 2.5e-18 | 5.9 | -6.9 | 5.1e-12 | -0.71 | 0.99 | 0.01 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | RP11-307C18.1 | 0.27 | 0.15 | lasso | 12 | 0.13 | 2.7e-04 | 5.9 | -6.2 | 5.1e-10 | -0.71 | 0.16 | 0.67 | FALSE |
15 | GTEx | Brain Cerebellum | RP4-607J23.2 | 0.43 | 0.22 | lasso | 7 | 0.29 | 3.9e-09 | 5.9 | -5.9 | 3.6e-09 | -0.64 | 0.72 | 0.26 | FALSE |
16 | GTEx | Brain Cerebellum | RP11-307C18.1 | 0.25 | 0.30 | enet | 22 | 0.33 | 1.7e-10 | 5.9 | -5.7 | 1.5e-08 | -0.66 | 0.87 | 0.10 | FALSE |
17 | GTEx | Brain Cortex | RP11-307C18.1 | 0.21 | 0.13 | lasso | 5 | 0.17 | 1.6e-05 | 4.6 | -5.4 | 6.9e-08 | -0.48 | 0.49 | 0.07 | FALSE |
18 | GTEx | Brain Frontal Cortex BA9 | RP4-607J23.2 | 0.18 | 0.08 | lasso | 5 | 0.08 | 3.2e-03 | 5.0 | -5.3 | 1.5e-07 | -0.42 | 0.06 | 0.36 | FALSE |
19 | GTEx | Brain Frontal Cortex BA9 | RP11-307C18.1 | 0.20 | 0.02 | lasso | 7 | 0.02 | 1.2e-01 | 8.1 | -7.2 | 8.0e-13 | -0.74 | 0.05 | 0.59 | FALSE |
20 | GTEx | Brain Hypothalamus | RP11-307C18.1 | 0.32 | 0.27 | lasso | 3 | 0.23 | 4.7e-06 | 4.4 | -5.2 | 1.9e-07 | -0.46 | 0.22 | 0.31 | FALSE |
21 | GTEx | Brain Putamen basal ganglia | RP11-307C18.1 | 0.33 | 0.18 | lasso | 2 | 0.11 | 1.2e-03 | 4.9 | -5.5 | 3.2e-08 | -0.43 | 0.10 | 0.09 | FALSE |
22 | GTEx | Breast Mammary Tissue | RP4-607J23.2 | 0.26 | 0.16 | lasso | 6 | 0.31 | 2.1e-16 | 5.0 | -6.1 | 1.2e-09 | -0.62 | 1.00 | 0.00 | FALSE |
23 | GTEx | Breast Mammary Tissue | RP11-307C18.1 | 0.23 | 0.16 | lasso | 3 | 0.23 | 4.5e-12 | 5.0 | -6.1 | 9.9e-10 | -0.60 | 0.98 | 0.02 | FALSE |
24 | GTEx | Breast Mammary Tissue (Female) | RP4-607J23.2 | 0.26 | 0.12 | enet | 11 | 0.25 | 4.7e-08 | 5.9 | -6.3 | 3.5e-10 | -0.66 | 0.72 | 0.20 | FALSE |
25 | GTEx | Breast Mammary Tissue (Female) | RP11-307C18.1 | 0.20 | 0.08 | enet | 10 | 0.16 | 1.3e-05 | 5.9 | -5.9 | 4.6e-09 | -0.64 | 0.38 | 0.35 | FALSE |
26 | GTEx | Cells EBV-transformed lymphocytes | TECPR1 | 0.23 | 0.05 | lasso | 6 | 0.04 | 1.9e-02 | 6.8 | -7.3 | 2.5e-13 | -0.79 | 0.02 | 0.92 | FALSE |
27 | GTEx | Cells EBV-transformed lymphocytes | RP4-607J23.2 | 0.15 | 0.15 | lasso | 2 | 0.15 | 1.6e-05 | 5.9 | -6.0 | 1.9e-09 | -0.70 | 0.18 | 0.38 | FALSE |
28 | GTEx | Cells Transformed fibroblasts | RP4-607J23.2 | 0.57 | 0.25 | lasso | 17 | 0.31 | 8.1e-24 | 5.0 | -5.9 | 3.1e-09 | -0.56 | 1.00 | 0.00 | FALSE |
29 | GTEx | Cells Transformed fibroblasts | RP11-307C18.1 | 0.13 | 0.09 | lasso | 4 | 0.06 | 1.9e-05 | 4.9 | -5.5 | 4.2e-08 | -0.47 | 0.93 | 0.03 | FALSE |
30 | GTEx | Colon Sigmoid | RP4-607J23.2 | 0.30 | 0.22 | lasso | 4 | 0.14 | 1.2e-05 | 4.9 | -5.4 | 8.8e-08 | -0.48 | 0.84 | 0.04 | FALSE |
31 | GTEx | Colon Transverse | RP4-607J23.2 | 0.22 | 0.11 | lasso | 3 | 0.17 | 1.3e-08 | 4.4 | -5.8 | 6.6e-09 | -0.57 | 0.89 | 0.09 | FALSE |
32 | GTEx | Esophagus Mucosa | LMTK2 | 0.14 | 0.05 | lasso | 7 | 0.05 | 3.5e-04 | 8.5 | 7.7 | 2.0e-14 | 0.88 | 0.02 | 0.97 | FALSE |
33 | GTEx | Esophagus Mucosa | RP11-307C18.1 | 0.11 | 0.12 | lasso | 5 | 0.10 | 5.2e-07 | 5.3 | -5.6 | 1.6e-08 | -0.69 | 0.86 | 0.13 | FALSE |
34 | GTEx | Esophagus Muscularis | RP4-607J23.2 | 0.38 | 0.23 | lasso | 6 | 0.32 | 7.2e-20 | 5.9 | -5.9 | 4.7e-09 | -0.61 | 1.00 | 0.00 | FALSE |
35 | GTEx | Esophagus Muscularis | RP11-307C18.1 | 0.25 | 0.18 | lasso | 6 | 0.19 | 1.7e-11 | 5.9 | -5.4 | 5.3e-08 | -0.59 | 1.00 | 0.00 | FALSE |
36 | GTEx | Heart Atrial Appendage | RP11-307C18.1 | 0.20 | 0.07 | enet | 8 | 0.04 | 5.3e-03 | 5.0 | -6.6 | 4.9e-11 | -0.65 | 0.33 | 0.51 | FALSE |
37 | GTEx | Heart Left Ventricle | RP4-607J23.2 | 0.14 | 0.05 | lasso | 4 | 0.08 | 4.7e-05 | 5.4 | -6.5 | 8.3e-11 | -0.69 | 0.46 | 0.36 | FALSE |
38 | GTEx | Lung | RP4-607J23.2 | 0.25 | 0.18 | lasso | 7 | 0.25 | 2.2e-19 | 5.9 | -6.0 | 2.1e-09 | -0.63 | 1.00 | 0.00 | FALSE |
39 | GTEx | Lung | RP11-307C18.1 | 0.11 | 0.16 | enet | 9 | 0.17 | 4.5e-13 | 5.9 | -6.3 | 2.4e-10 | -0.67 | 1.00 | 0.00 | FALSE |
40 | GTEx | Muscle Skeletal | RP4-607J23.2 | 0.06 | 0.08 | lasso | 2 | 0.08 | 1.9e-08 | 5.0 | -6.0 | 1.6e-09 | -0.57 | 0.89 | 0.04 | FALSE |
41 | GTEx | Muscle Skeletal | RP11-307C18.1 | 0.09 | 0.09 | lasso | 10 | 0.11 | 3.2e-11 | 5.9 | -6.4 | 1.2e-10 | -0.67 | 1.00 | 0.00 | FALSE |
42 | GTEx | Nerve Tibial | RP4-607J23.2 | 0.35 | 0.26 | lasso | 6 | 0.34 | 4.6e-25 | 5.9 | -6.1 | 1.4e-09 | -0.63 | 1.00 | 0.00 | FALSE |
43 | GTEx | Nerve Tibial | RP11-307C18.1 | 0.25 | 0.22 | lasso | 7 | 0.24 | 6.4e-17 | 5.9 | -6.2 | 4.4e-10 | -0.65 | 1.00 | 0.00 | FALSE |
44 | GTEx | Pancreas | BRI3 | 0.17 | 0.17 | lasso | 2 | 0.15 | 5.4e-07 | 5.0 | 5.7 | 1.3e-08 | 0.50 | 0.72 | 0.08 | FALSE |
45 | GTEx | Prostate | RP4-607J23.2 | 0.38 | 0.16 | enet | 22 | 0.27 | 1.9e-07 | 5.3 | -5.7 | 1.4e-08 | -0.47 | 0.49 | 0.15 | FALSE |
46 | GTEx | Skin Not Sun Exposed Suprapubic | BAIAP2L1 | 0.10 | 0.12 | lasso | 3 | 0.12 | 2.3e-07 | -6.1 | 6.2 | 6.5e-10 | 0.64 | 0.94 | 0.02 | FALSE |
47 | GTEx | Skin Not Sun Exposed Suprapubic | TECPR1 | 0.13 | 0.01 | lasso | 6 | 0.03 | 1.0e-02 | 8.5 | 7.5 | 9.3e-14 | 0.85 | 0.02 | 0.96 | FALSE |
48 | GTEx | Skin Not Sun Exposed Suprapubic | RP4-607J23.2 | 0.36 | 0.22 | lasso | 5 | 0.26 | 1.2e-14 | 5.0 | -5.2 | 2.0e-07 | -0.53 | 1.00 | 0.00 | FALSE |
49 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-307C18.1 | 0.23 | 0.16 | enet | 10 | 0.24 | 2.1e-13 | 5.9 | -6.3 | 2.8e-10 | -0.63 | 1.00 | 0.00 | FALSE |
50 | GTEx | Skin Sun Exposed Lower leg | BAIAP2L1 | 0.11 | 0.06 | lasso | 4 | 0.10 | 1.0e-08 | -6.2 | 6.6 | 3.7e-11 | 0.62 | 0.99 | 0.01 | FALSE |
51 | GTEx | Skin Sun Exposed Lower leg | TECPR1 | 0.19 | 0.09 | enet | 23 | 0.19 | 2.4e-15 | 4.6 | 7.6 | 3.8e-14 | 0.77 | 0.02 | 0.98 | FALSE |
52 | GTEx | Skin Sun Exposed Lower leg | RP4-607J23.2 | 0.28 | 0.20 | enet | 23 | 0.27 | 1.1e-22 | 5.0 | -5.6 | 2.5e-08 | -0.59 | 1.00 | 0.00 | FALSE |
53 | GTEx | Skin Sun Exposed Lower leg | RP11-307C18.1 | 0.19 | 0.10 | enet | 8 | 0.18 | 1.1e-14 | 4.4 | -5.9 | 4.3e-09 | -0.60 | 1.00 | 0.00 | FALSE |
54 | GTEx | Small Intestine Terminal Ileum | RP4-607J23.2 | 0.37 | 0.27 | lasso | 6 | 0.24 | 5.0e-06 | 5.9 | -6.2 | 4.5e-10 | -0.73 | 0.20 | 0.21 | FALSE |
55 | GTEx | Spleen | RP4-607J23.2 | 0.33 | 0.22 | lasso | 4 | 0.34 | 1.6e-09 | 4.6 | -6.6 | 5.3e-11 | -0.69 | 0.46 | 0.41 | FALSE |
56 | GTEx | Spleen | RP11-307C18.1 | 0.24 | 0.15 | enet | 17 | 0.21 | 5.2e-06 | 4.6 | -5.9 | 2.7e-09 | -0.64 | 0.09 | 0.76 | FALSE |
57 | GTEx | Stomach | RP4-607J23.2 | 0.10 | 0.06 | lasso | 4 | 0.03 | 1.4e-02 | 5.3 | -5.3 | 1.4e-07 | -0.67 | 0.18 | 0.09 | FALSE |
58 | GTEx | Testis | RP4-607J23.2 | 0.23 | 0.09 | lasso | 8 | 0.10 | 2.6e-05 | 5.3 | -5.4 | 8.4e-08 | -0.61 | 0.69 | 0.11 | FALSE |
59 | GTEx | Thyroid | BAIAP2L1 | 0.09 | 0.06 | enet | 27 | 0.07 | 3.9e-06 | 5.4 | 5.4 | 7.4e-08 | 0.68 | 0.93 | 0.06 | FALSE |
60 | GTEx | Thyroid | BRI3 | 0.11 | 0.05 | lasso | 7 | 0.06 | 2.3e-05 | 5.0 | 6.4 | 1.5e-10 | 0.58 | 0.20 | 0.72 | FALSE |
61 | GTEx | Thyroid | LMTK2 | 0.08 | 0.06 | lasso | 7 | 0.04 | 6.3e-04 | -7.3 | 7.9 | 2.6e-15 | 0.90 | 0.02 | 0.98 | TRUE |
62 | GTEx | Thyroid | RP4-607J23.2 | 0.21 | 0.20 | enet | 10 | 0.26 | 2.1e-20 | 5.0 | -5.6 | 2.8e-08 | -0.57 | 1.00 | 0.00 | FALSE |
63 | GTEx | Uterus | RP4-607J23.2 | 0.31 | 0.12 | lasso | 6 | 0.25 | 8.8e-06 | 5.0 | -5.9 | 4.5e-09 | -0.54 | 0.17 | 0.53 | FALSE |
64 | GTEx | Vagina | RP11-307C18.1 | 0.45 | 0.27 | lasso | 8 | 0.21 | 1.3e-05 | 4.9 | -6.6 | 3.1e-11 | -0.54 | 0.15 | 0.46 | FALSE |
65 | METSIM | Adipose | BRI3 | 0.07 | 0.07 | enet | 44 | 0.08 | 1.1e-11 | 4.9 | 6.2 | 4.2e-10 | 0.55 | 0.99 | 0.01 | FALSE |
66 | NTR | Blood | TECPR1 | 0.04 | 0.07 | lasso | 3 | 0.06 | 4.0e-20 | 5.4 | 5.5 | 4.9e-08 | 0.67 | 1.00 | 0.00 | FALSE |
67 | ROSMAP | Brain Pre-frontal Cortex | BAIAP2L1 | 0.04 | 0.04 | enet | 12 | 0.04 | 1.8e-05 | -6.1 | 6.3 | 3.7e-10 | 0.70 | 0.37 | 0.62 | FALSE |
68 | ROSMAP | Brain Pre-frontal Cortex | TECPR1 | 0.16 | 0.25 | lasso | 7 | 0.24 | 3.2e-31 | 5.4 | 5.2 | 1.9e-07 | 0.67 | 1.00 | 0.00 | FALSE |
69 | The Cancer Genome Atlas | Breast Invasive Carcinoma | BAIAP2L1 | 0.04 | 0.03 | blup | 64 | 0.03 | 7.6e-07 | -6.1 | -5.2 | 1.8e-07 | -0.55 | 0.03 | 0.97 | FALSE |
70 | The Cancer Genome Atlas | Breast Invasive Carcinoma | BHLHA15 | 0.02 | 0.01 | blup | 44 | 0.01 | 4.1e-04 | 4.4 | 6.5 | 6.8e-11 | 0.67 | 0.01 | 0.59 | FALSE |
71 | The Cancer Genome Atlas | Lung Adenocarcinoma | BHLHA15 | 0.05 | 0.04 | blup | 44 | 0.03 | 7.8e-05 | 8.6 | 7.5 | 7.2e-14 | 0.74 | 0.00 | 0.99 | TRUE |
72 | The Cancer Genome Atlas | Lung Adenocarcinoma | TECPR1 | 0.04 | 0.03 | lasso | 3 | 0.02 | 1.0e-03 | -6.0 | 7.2 | 7.7e-13 | 0.78 | 0.05 | 0.91 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | BHLHA15 | 0.05 | 0.01 | lasso | 8 | 0.03 | 1.0e-03 | 8.6 | 7.0 | 2.3e-12 | 0.77 | 0.01 | 0.93 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | BAIAP2L1 | 0.11 | 0.05 | blup | 63 | 0.06 | 1.9e-06 | 5.0 | 5.7 | 1.4e-08 | 0.43 | 0.54 | 0.41 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | BRI3 | 0.04 | 0.05 | lasso | 3 | 0.05 | 2.1e-05 | 5.9 | 6.0 | 1.6e-09 | 0.71 | 0.05 | 0.94 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | TECPR1 | 0.02 | 0.01 | lasso | 3 | 0.01 | 2.5e-02 | -6.1 | 6.7 | 1.9e-11 | 0.72 | 0.03 | 0.69 | FALSE |