Best TWAS P=3.82e-12 · Best GWAS P=2.22e-10 conditioned to 0.208
# | 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 | HMBS | 0.22 | 0.14 | lasso | 3 | 0.16 | 1.1e-12 | 6.1 | 6.2 | 5.9e-10 | 0.97 | 0.01 | 0.99 | FALSE |
2 | GTEx | Adipose Visceral Omentum | HMBS | 0.14 | 0.09 | lasso | 3 | 0.10 | 1.2e-05 | 5.4 | 5.5 | 3.8e-08 | 0.84 | 0.04 | 0.96 | FALSE |
3 | GTEx | Adipose Visceral Omentum | RP11-110I1.14 | 0.14 | 0.09 | lasso | 4 | 0.09 | 2.5e-05 | 6.1 | -5.6 | 2.1e-08 | -0.93 | 0.02 | 0.96 | FALSE |
4 | GTEx | Adrenal Gland | HMBS | 0.24 | 0.17 | lasso | 5 | 0.18 | 7.2e-07 | 6.2 | 6.3 | 2.1e-10 | 0.98 | 0.01 | 0.99 | FALSE |
5 | GTEx | Artery Aorta | HMBS | 0.24 | 0.14 | enet | 15 | 0.17 | 1.6e-09 | 6.2 | 6.0 | 1.5e-09 | 0.95 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Coronary | HMBS | 0.27 | 0.19 | lasso | 4 | 0.17 | 2.3e-06 | 6.2 | 6.3 | 2.7e-10 | 0.97 | 0.01 | 0.99 | FALSE |
7 | GTEx | Artery Tibial | HMBS | 0.18 | 0.09 | enet | 28 | 0.09 | 3.1e-07 | 6.2 | 6.9 | 3.8e-12 | 0.81 | 0.01 | 0.99 | TRUE |
8 | GTEx | Brain Caudate basal ganglia | VPS11 | 0.35 | 0.24 | lasso | 5 | 0.21 | 1.5e-06 | 6.2 | -6.0 | 1.8e-09 | -0.95 | 0.01 | 0.98 | FALSE |
9 | GTEx | Brain Cerebellum | HMBS | 0.21 | 0.15 | lasso | 3 | 0.15 | 3.3e-05 | 6.1 | 6.2 | 5.7e-10 | 0.98 | 0.01 | 0.97 | FALSE |
10 | GTEx | Brain Cortex | VPS11 | 0.40 | 0.13 | enet | 16 | 0.10 | 9.1e-04 | -4.1 | -5.2 | 2.3e-07 | -0.86 | 0.02 | 0.95 | FALSE |
11 | GTEx | Brain Cortex | HMBS | 0.22 | 0.12 | lasso | 1 | 0.11 | 6.5e-04 | 5.9 | 5.9 | 4.6e-09 | 0.97 | 0.02 | 0.88 | FALSE |
12 | GTEx | Brain Hippocampus | VPS11 | 0.37 | 0.13 | lasso | 4 | 0.11 | 1.4e-03 | 6.1 | -6.2 | 5.6e-10 | -0.98 | 0.02 | 0.87 | FALSE |
13 | GTEx | Brain Hypothalamus | HMBS | 0.22 | 0.15 | enet | 12 | 0.14 | 4.2e-04 | 5.9 | 5.8 | 4.9e-09 | 0.85 | 0.02 | 0.91 | FALSE |
14 | GTEx | Brain Nucleus accumbens basal ganglia | VPS11 | 0.37 | 0.19 | lasso | 8 | 0.30 | 9.4e-09 | 6.1 | -6.0 | 2.4e-09 | -0.79 | 0.01 | 0.96 | FALSE |
15 | GTEx | Brain Nucleus accumbens basal ganglia | HMBS | 0.34 | 0.14 | enet | 12 | 0.20 | 5.6e-06 | 6.1 | 6.2 | 5.4e-10 | 0.89 | 0.02 | 0.96 | FALSE |
16 | GTEx | Breast Mammary Tissue | HMBS | 0.20 | 0.08 | lasso | 8 | 0.08 | 6.0e-05 | 6.1 | 6.3 | 2.8e-10 | 0.96 | 0.02 | 0.98 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | HMBS | 0.27 | -0.01 | enet | 13 | -0.01 | 5.7e-01 | 5.4 | 5.2 | 1.5e-07 | 0.63 | 0.03 | 0.31 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | HMBS | 0.26 | 0.13 | lasso | 5 | 0.10 | 3.8e-04 | 6.3 | 6.4 | 1.8e-10 | 0.97 | 0.01 | 0.98 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | SLC37A4 | 0.09 | 0.02 | enet | 9 | 0.02 | 7.5e-03 | 6.2 | 6.0 | 1.7e-09 | 0.89 | 0.02 | 0.96 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | HMBS | 0.31 | 0.25 | lasso | 7 | 0.25 | 1.0e-18 | 6.2 | 6.4 | 1.9e-10 | 0.95 | 0.01 | 0.99 | FALSE |
21 | GTEx | Colon Transverse | HMBS | 0.33 | 0.24 | enet | 21 | 0.25 | 1.9e-12 | 6.3 | 6.5 | 1.2e-10 | 0.97 | 0.01 | 0.99 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | HMBS | 0.20 | 0.05 | enet | 42 | 0.15 | 5.5e-06 | 5.9 | 5.9 | 3.4e-09 | 0.69 | 0.02 | 0.92 | FALSE |
23 | GTEx | Esophagus Mucosa | HMBS | 0.26 | 0.18 | lasso | 5 | 0.18 | 3.9e-12 | 6.1 | 6.3 | 3.5e-10 | 0.97 | 0.02 | 0.98 | FALSE |
24 | GTEx | Esophagus Muscularis | HMBS | 0.30 | 0.27 | enet | 19 | 0.30 | 1.2e-18 | 6.2 | 6.2 | 7.2e-10 | 0.96 | 0.01 | 0.99 | FALSE |
25 | GTEx | Heart Atrial Appendage | HMBS | 0.17 | 0.08 | lasso | 9 | 0.03 | 2.5e-02 | 6.1 | 6.6 | 4.9e-11 | 0.91 | 0.01 | 0.98 | FALSE |
26 | GTEx | Lung | HMBS | 0.18 | 0.14 | lasso | 3 | 0.14 | 1.6e-10 | 6.1 | 6.2 | 5.7e-10 | 0.97 | 0.01 | 0.99 | FALSE |
27 | GTEx | Muscle Skeletal | VPS11 | 0.35 | 0.35 | lasso | 5 | 0.38 | 6.4e-40 | 6.3 | 6.2 | 4.0e-10 | 0.94 | 0.01 | 0.99 | FALSE |
28 | GTEx | Muscle Skeletal | HMBS | 0.12 | 0.12 | lasso | 3 | 0.12 | 3.7e-12 | 6.2 | 6.2 | 6.9e-10 | 0.97 | 0.01 | 0.99 | FALSE |
29 | GTEx | Muscle Skeletal | RP11-110I1.14 | 0.24 | 0.12 | lasso | 9 | 0.15 | 2.4e-14 | 6.1 | -5.5 | 2.9e-08 | -0.95 | 0.02 | 0.98 | FALSE |
30 | GTEx | Nerve Tibial | HMBS | 0.10 | 0.05 | lasso | 4 | 0.03 | 4.6e-03 | 6.2 | 6.8 | 1.1e-11 | 0.94 | 0.01 | 0.99 | FALSE |
31 | GTEx | Pancreas | HMBS | 0.25 | 0.21 | enet | 10 | 0.20 | 6.9e-09 | 6.2 | 6.6 | 4.3e-11 | 0.94 | 0.01 | 0.99 | FALSE |
32 | GTEx | Pancreas | RP11-110I1.14 | 0.23 | 0.00 | enet | 15 | 0.03 | 2.5e-02 | 6.3 | -6.5 | 1.1e-10 | -0.91 | 0.01 | 0.92 | FALSE |
33 | GTEx | Pituitary | VPS11 | 0.23 | 0.16 | lasso | 3 | 0.20 | 9.2e-06 | 6.3 | -5.5 | 3.8e-08 | -0.91 | 0.02 | 0.95 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | HMBS | 0.24 | 0.18 | lasso | 6 | 0.18 | 4.5e-10 | 6.2 | 6.3 | 2.8e-10 | 0.96 | 0.01 | 0.99 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | HMBS | 0.16 | 0.12 | enet | 22 | 0.12 | 2.1e-10 | 6.2 | 6.4 | 1.6e-10 | 0.84 | 0.01 | 0.99 | FALSE |
36 | GTEx | Small Intestine Terminal Ileum | HMBS | 0.49 | 0.27 | enet | 17 | 0.18 | 9.0e-05 | 6.3 | 6.4 | 1.5e-10 | 0.98 | 0.01 | 0.98 | FALSE |
37 | GTEx | Stomach | HMBS | 0.26 | -0.01 | enet | 10 | 0.00 | 2.0e-01 | 2.0 | 6.2 | 5.0e-10 | 0.53 | 0.03 | 0.73 | FALSE |
38 | GTEx | Thyroid | VPS11 | 0.19 | 0.12 | lasso | 6 | 0.09 | 1.7e-07 | 5.9 | -6.0 | 2.6e-09 | -0.97 | 0.02 | 0.98 | FALSE |
39 | GTEx | Thyroid | HMBS | 0.22 | 0.20 | enet | 10 | 0.22 | 2.2e-16 | 6.2 | 6.5 | 8.6e-11 | 0.97 | 0.01 | 0.99 | FALSE |
40 | GTEx | Thyroid | RP11-110I1.14 | 0.16 | 0.13 | lasso | 3 | 0.12 | 9.0e-10 | 5.9 | -6.0 | 2.4e-09 | -0.98 | 0.02 | 0.98 | FALSE |
41 | GTEx | Uterus | VPS11 | 0.20 | 0.18 | enet | 13 | 0.15 | 5.8e-04 | 6.1 | -5.8 | 5.9e-09 | -0.81 | 0.02 | 0.88 | FALSE |
42 | GTEx | Vagina | HMBS | 0.23 | 0.14 | lasso | 4 | 0.12 | 1.1e-03 | 6.1 | 6.0 | 1.8e-09 | 0.96 | 0.02 | 0.90 | FALSE |
43 | METSIM | Adipose | HMBS | 0.12 | 0.07 | lasso | 8 | 0.07 | 3.0e-10 | 6.1 | 6.2 | 5.6e-10 | 0.97 | 0.02 | 0.98 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | VPS11 | 0.25 | 0.17 | lasso | 5 | 0.18 | 5.0e-23 | 6.3 | -5.9 | 4.5e-09 | -0.95 | 0.00 | 1.00 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | HMBS | 0.33 | 0.22 | bslmm | 259 | 0.24 | 5.1e-30 | 6.2 | 6.6 | 5.1e-11 | 0.94 | 0.00 | 1.00 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HMBS | 0.11 | 0.10 | enet | 4 | 0.09 | 1.3e-18 | 6.1 | 6.2 | 7.0e-10 | 0.96 | 0.00 | 1.00 | FALSE |
47 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | HMBS | 0.17 | 0.06 | blup | 38 | 0.06 | 8.7e-04 | 6.2 | 5.6 | 2.3e-08 | 0.85 | 0.00 | 0.93 | FALSE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | HMBS | 0.28 | 0.14 | lasso | 2 | 0.13 | 8.6e-08 | 6.1 | 6.2 | 6.4e-10 | 0.97 | 0.00 | 1.00 | FALSE |
49 | The Cancer Genome Atlas | Glioblastoma Multiforme | SLC37A4 | 0.14 | 0.02 | blup | 11 | 0.04 | 3.0e-02 | -3.0 | 5.1 | 2.7e-07 | 0.65 | 0.00 | 0.34 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HMBS | 0.12 | 0.09 | enet | 5 | 0.10 | 5.2e-11 | 6.2 | 6.4 | 1.4e-10 | 0.96 | 0.00 | 1.00 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HMBS | 0.15 | 0.13 | blup | 39 | 0.14 | 5.7e-16 | 6.3 | 6.1 | 1.1e-09 | 0.95 | 0.00 | 1.00 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | HMBS | 0.24 | 0.12 | blup | 38 | 0.13 | 4.5e-08 | 6.1 | 6.4 | 1.2e-10 | 0.83 | 0.00 | 1.00 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HMBS | 0.13 | 0.04 | lasso | 2 | 0.04 | 9.0e-06 | 6.1 | 6.3 | 2.4e-10 | 0.92 | 0.00 | 0.99 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | VPS11 | 0.22 | 0.18 | enet | 7 | 0.21 | 1.2e-23 | 6.1 | -5.7 | 1.5e-08 | -0.92 | 0.01 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | HMBS | 0.17 | 0.08 | blup | 39 | 0.08 | 1.2e-04 | 6.2 | 5.4 | 6.5e-08 | 0.90 | 0.00 | 0.99 | FALSE |
56 | The Cancer Genome Atlas | Lung Adenocarcinoma | HMBS | 0.25 | 0.20 | lasso | 5 | 0.19 | 7.3e-22 | 6.2 | 6.2 | 4.3e-10 | 0.95 | 0.00 | 1.00 | FALSE |
57 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | HMBS | 0.05 | 0.03 | lasso | 8 | 0.02 | 2.1e-03 | 6.2 | 6.3 | 3.8e-10 | 0.95 | 0.00 | 0.93 | FALSE |
58 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | HMBS | 0.13 | 0.07 | blup | 38 | 0.07 | 2.4e-05 | 6.2 | 6.0 | 2.2e-09 | 0.94 | 0.00 | 0.99 | FALSE |
59 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | HMBS | 0.36 | 0.16 | lasso | 3 | 0.15 | 5.4e-07 | 6.2 | 6.4 | 1.3e-10 | 0.91 | 0.00 | 1.00 | FALSE |
60 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HMBS | 0.16 | 0.08 | blup | 38 | 0.10 | 1.1e-04 | 6.3 | 6.1 | 1.2e-09 | 0.85 | 0.00 | 0.98 | FALSE |
61 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | VPS11 | 0.24 | 0.15 | lasso | 4 | 0.18 | 1.4e-07 | 6.2 | -5.7 | 1.3e-08 | -0.89 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HMBS | 0.30 | 0.18 | blup | 38 | 0.18 | 1.0e-18 | 6.1 | 5.9 | 4.4e-09 | 0.89 | 0.00 | 1.00 | FALSE |
63 | The Cancer Genome Atlas | Stomach Adenocarcinoma | HMBS | 0.13 | 0.08 | lasso | 2 | 0.08 | 1.5e-06 | 6.2 | 6.3 | 3.3e-10 | 0.93 | 0.00 | 1.00 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | HMBS | 0.17 | 0.16 | lasso | 2 | 0.16 | 1.1e-15 | 6.1 | 6.2 | 4.5e-10 | 0.97 | 0.00 | 1.00 | FALSE |