Best TWAS P=6.29e-12 · Best GWAS P=4.45e-12 conditioned to 0.00724
# | 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 | DNMBP | 0.08 | 0.05 | enet | 7 | 0.07 | 4.1e-09 | 5.3 | 5.7 | 1.4e-08 | 0.83 | 0.23 | 0.77 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SEC31B | 0.13 | 0.21 | lasso | 3 | 0.20 | 4.1e-24 | -5.5 | 5.5 | 4.8e-08 | 0.05 | 0.88 | 0.12 | FALSE |
3 | GTEx | Adipose Subcutaneous | SEC31B | 0.32 | 0.39 | lasso | 5 | 0.38 | 5.1e-33 | -5.4 | 5.5 | 3.3e-08 | 0.05 | 0.84 | 0.16 | FALSE |
4 | GTEx | Adipose Visceral Omentum | SEC31B | 0.18 | 0.28 | lasso | 10 | 0.27 | 1.5e-14 | -5.9 | 5.6 | 1.6e-08 | 0.06 | 0.49 | 0.51 | FALSE |
5 | GTEx | Artery Aorta | SEC31B | 0.26 | 0.24 | lasso | 3 | 0.23 | 1.0e-12 | -5.4 | 5.2 | 2.2e-07 | 0.02 | 0.64 | 0.36 | FALSE |
6 | GTEx | Artery Coronary | SEC31B | 0.14 | 0.05 | lasso | 4 | 0.04 | 1.5e-02 | -5.9 | 6.0 | 2.1e-09 | 0.06 | 0.29 | 0.41 | FALSE |
7 | GTEx | Artery Tibial | SEC31B | 0.25 | 0.32 | lasso | 6 | 0.33 | 1.3e-26 | -5.8 | 5.8 | 5.8e-09 | 0.05 | 0.40 | 0.60 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | SLC25A28 | 0.12 | 0.02 | enet | 6 | 0.00 | 2.4e-01 | -5.9 | 6.2 | 4.8e-10 | 0.79 | 0.07 | 0.42 | TRUE |
9 | GTEx | Brain Cerebellum | DNMBP | 0.33 | 0.02 | enet | 9 | 0.09 | 1.5e-03 | -5.7 | 5.5 | 4.5e-08 | 0.74 | 0.16 | 0.41 | FALSE |
10 | GTEx | Brain Cortex | SEC31B | 0.18 | 0.09 | lasso | 7 | 0.07 | 7.1e-03 | -5.9 | 5.8 | 6.2e-09 | 0.05 | 0.28 | 0.33 | FALSE |
11 | GTEx | Breast Mammary Tissue | SEC31B | 0.17 | 0.26 | lasso | 5 | 0.25 | 2.9e-13 | -5.4 | 5.6 | 2.4e-08 | 0.05 | 0.68 | 0.32 | FALSE |
12 | GTEx | Breast Mammary Tissue (Male) | SEC31B | 0.13 | 0.08 | lasso | 4 | 0.10 | 3.0e-03 | -5.4 | 5.4 | 5.4e-08 | 0.05 | 0.23 | 0.19 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | SEC31B | 0.23 | 0.11 | enet | 13 | 0.12 | 9.2e-05 | -5.4 | 5.3 | 1.1e-07 | -0.02 | 0.54 | 0.29 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | SEC31B | 0.14 | 0.19 | enet | 17 | 0.22 | 1.6e-16 | -5.5 | 5.8 | 6.3e-09 | 0.05 | 0.50 | 0.50 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | NDUFB8 | 0.11 | 0.03 | enet | 30 | 0.02 | 1.3e-02 | -5.9 | -6.5 | 9.0e-11 | -0.04 | 0.54 | 0.34 | TRUE |
16 | GTEx | Colon Transverse | SEC31B | 0.28 | 0.12 | lasso | 3 | 0.09 | 3.3e-05 | -5.4 | 5.4 | 6.5e-08 | 0.06 | 0.78 | 0.21 | FALSE |
17 | GTEx | Esophagus Gastroesophageal Junction | SEC31B | 0.15 | 0.21 | lasso | 4 | 0.20 | 8.0e-08 | -5.5 | 5.4 | 5.4e-08 | 0.05 | 0.75 | 0.22 | FALSE |
18 | GTEx | Esophagus Gastroesophageal Junction | DNMBP | 0.14 | 0.05 | lasso | 5 | 0.01 | 1.0e-01 | 5.5 | 5.4 | 7.1e-08 | 0.82 | 0.05 | 0.68 | FALSE |
19 | GTEx | Esophagus Mucosa | SEC31B | 0.14 | 0.18 | lasso | 4 | 0.17 | 2.0e-11 | -5.4 | 5.4 | 5.4e-08 | 0.05 | 0.81 | 0.19 | FALSE |
20 | GTEx | Esophagus Mucosa | HIF1AN | 0.14 | 0.08 | lasso | 7 | 0.09 | 2.2e-06 | -5.1 | 5.1 | 2.7e-07 | 0.06 | 0.95 | 0.03 | FALSE |
21 | GTEx | Esophagus Mucosa | PHBP9 | 0.07 | 0.05 | enet | 13 | 0.05 | 3.6e-04 | 3.2 | 6.2 | 5.5e-10 | 0.44 | 0.15 | 0.32 | FALSE |
22 | GTEx | Esophagus Muscularis | SEC31B | 0.18 | 0.19 | lasso | 4 | 0.20 | 4.5e-12 | -5.5 | 5.5 | 4.0e-08 | 0.05 | 0.80 | 0.20 | FALSE |
23 | GTEx | Heart Atrial Appendage | SEC31B | 0.19 | 0.11 | enet | 25 | 0.09 | 5.2e-05 | -6.0 | 5.6 | 1.8e-08 | 0.02 | 0.54 | 0.44 | FALSE |
24 | GTEx | Heart Left Ventricle | SEC31B | 0.09 | 0.07 | lasso | 1 | 0.04 | 2.1e-03 | -6.0 | 6.0 | 1.5e-09 | 0.05 | 0.32 | 0.34 | FALSE |
25 | GTEx | Lung | SEC31B | 0.19 | 0.21 | enet | 18 | 0.20 | 2.0e-15 | -5.9 | 5.8 | 5.1e-09 | 0.05 | 0.40 | 0.60 | FALSE |
26 | GTEx | Muscle Skeletal | SEC31B | 0.08 | 0.09 | lasso | 5 | 0.08 | 4.9e-08 | -5.9 | 6.0 | 1.9e-09 | 0.07 | 0.41 | 0.59 | FALSE |
27 | GTEx | Muscle Skeletal | HIF1AN | 0.05 | 0.06 | lasso | 1 | 0.05 | 1.6e-05 | -5.5 | -5.5 | 3.6e-08 | -0.05 | 0.91 | 0.04 | FALSE |
28 | GTEx | Nerve Tibial | SEC31B | 0.42 | 0.42 | lasso | 9 | 0.43 | 1.4e-32 | -5.4 | 5.7 | 1.2e-08 | 0.05 | 0.67 | 0.33 | FALSE |
29 | GTEx | Ovary | SEC31B | 0.19 | 0.18 | lasso | 3 | 0.11 | 9.9e-04 | -5.8 | 5.7 | 1.0e-08 | 0.09 | 0.15 | 0.14 | FALSE |
30 | GTEx | Pancreas | SEC31B | 0.24 | 0.19 | lasso | 5 | 0.17 | 9.9e-08 | -5.4 | 5.5 | 2.9e-08 | 0.04 | 0.68 | 0.30 | FALSE |
31 | GTEx | Prostate | SEC31B | 0.18 | 0.14 | lasso | 2 | 0.12 | 6.7e-04 | -5.5 | 5.5 | 3.9e-08 | 0.05 | 0.34 | 0.17 | FALSE |
32 | GTEx | Skin Not Sun Exposed Suprapubic | SEC31B | 0.15 | 0.16 | lasso | 4 | 0.15 | 8.3e-09 | -5.4 | 5.4 | 5.4e-08 | 0.05 | 0.67 | 0.32 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | SEC31B | 0.20 | 0.34 | lasso | 4 | 0.34 | 8.3e-29 | -5.4 | 5.7 | 1.4e-08 | 0.05 | 0.65 | 0.35 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | HIF1AN | 0.07 | 0.05 | lasso | 8 | 0.03 | 2.2e-03 | -5.1 | 5.5 | 3.1e-08 | 0.05 | 0.77 | 0.18 | FALSE |
35 | GTEx | Spleen | SEC31B | 0.21 | 0.12 | lasso | 3 | 0.05 | 2.3e-02 | -5.4 | 5.4 | 8.3e-08 | 0.04 | 0.25 | 0.19 | FALSE |
36 | GTEx | Stomach | SEC31B | 0.19 | 0.12 | lasso | 19 | 0.11 | 9.3e-06 | -5.9 | 5.9 | 4.4e-09 | 0.04 | 0.43 | 0.56 | FALSE |
37 | GTEx | Testis | SEC31B | 0.11 | 0.11 | lasso | 5 | 0.08 | 2.5e-04 | -5.5 | 5.4 | 5.3e-08 | 0.05 | 0.75 | 0.12 | FALSE |
38 | GTEx | Thyroid | SEC31B | 0.28 | 0.32 | lasso | 5 | 0.31 | 4.9e-24 | -5.4 | 5.2 | 1.9e-07 | 0.06 | 0.83 | 0.17 | FALSE |
39 | GTEx | Uterus | SEC31B | 0.40 | 0.14 | lasso | 18 | 0.05 | 3.1e-02 | -5.2 | 5.6 | 1.7e-08 | 0.09 | 0.28 | 0.26 | FALSE |
40 | GTEx | Vagina | SEC31B | 0.32 | 0.04 | enet | 33 | 0.12 | 8.7e-04 | -5.8 | 6.9 | 6.3e-12 | 0.04 | 0.05 | 0.68 | TRUE |
41 | GTEx | Whole Blood | SEC31B | 0.11 | 0.14 | lasso | 7 | 0.12 | 1.8e-11 | -5.9 | 5.8 | 6.9e-09 | 0.05 | 0.40 | 0.60 | FALSE |
42 | GTEx | Whole Blood | HIF1AN | 0.15 | 0.12 | enet | 7 | 0.12 | 8.7e-11 | -5.1 | 5.3 | 1.5e-07 | 0.05 | 0.96 | 0.04 | FALSE |
43 | METSIM | Adipose | SEC31B | 0.15 | 0.27 | enet | 29 | 0.28 | 1.0e-41 | -5.5 | 5.7 | 1.2e-08 | 0.05 | 0.77 | 0.23 | FALSE |
44 | NTR | Blood | HIF1AN | 0.02 | 0.03 | lasso | 2 | 0.02 | 1.4e-07 | -5.5 | 5.6 | 2.2e-08 | 0.05 | 0.97 | 0.03 | FALSE |
45 | NTR | Blood | SEC31B | 0.03 | 0.03 | lasso | 4 | 0.03 | 1.1e-10 | -5.5 | 5.7 | 1.6e-08 | 0.06 | 0.85 | 0.15 | FALSE |
46 | ROSMAP | Brain Pre-frontal Cortex | SEC31B | 0.13 | 0.17 | enet | 36 | 0.18 | 3.0e-22 | -5.5 | 5.6 | 1.8e-08 | 0.03 | 0.74 | 0.26 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEC31B | 0.09 | 0.13 | blup | 51 | 0.15 | 7.1e-29 | -5.5 | 5.7 | 1.4e-08 | 0.06 | 0.09 | 0.91 | FALSE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | SEC31B | 0.06 | 0.07 | blup | 51 | 0.08 | 2.9e-05 | -6.0 | 5.7 | 1.3e-08 | 0.05 | 0.04 | 0.96 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ABCC2 | 0.04 | 0.04 | enet | 11 | 0.04 | 3.1e-05 | 5.8 | -5.3 | 1.2e-07 | -0.75 | 0.03 | 0.92 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SEC31B | 0.05 | 0.05 | blup | 51 | 0.05 | 1.3e-06 | -5.4 | 5.4 | 8.4e-08 | 0.04 | 0.16 | 0.84 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SEC31B | 0.05 | 0.05 | blup | 51 | 0.05 | 8.9e-07 | -5.5 | 5.6 | 2.0e-08 | 0.05 | 0.08 | 0.92 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SEC31B | 0.14 | 0.10 | lasso | 7 | 0.10 | 1.6e-06 | -5.2 | 5.3 | 1.1e-07 | 0.05 | 0.15 | 0.84 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NDUFB8 | 0.02 | 0.01 | blup | 38 | 0.01 | 1.6e-02 | -6.0 | -5.5 | 4.5e-08 | -0.06 | 0.02 | 0.78 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | WNT8B | 0.07 | 0.10 | blup | 34 | 0.11 | 1.7e-12 | -5.8 | -6.0 | 2.6e-09 | -0.05 | 0.02 | 0.98 | FALSE |
55 | The Cancer Genome Atlas | Lung Adenocarcinoma | SEC31B | 0.06 | 0.08 | enet | 10 | 0.09 | 4.6e-11 | -5.4 | 5.7 | 1.4e-08 | 0.06 | 0.08 | 0.92 | FALSE |
56 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SEC31B | 0.11 | 0.12 | enet | 15 | 0.13 | 1.5e-14 | -5.1 | 5.3 | 1.3e-07 | 0.04 | 0.10 | 0.90 | FALSE |
57 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SEC31B | 0.10 | 0.09 | blup | 51 | 0.10 | 2.5e-07 | -5.8 | 5.8 | 5.6e-09 | 0.04 | 0.03 | 0.97 | FALSE |
58 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SEC31B | 0.15 | 0.14 | lasso | 12 | 0.15 | 8.5e-07 | -5.5 | 5.6 | 1.9e-08 | 0.05 | 0.07 | 0.93 | FALSE |
59 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HIF1AN | 0.19 | -0.01 | blup | 40 | 0.06 | 2.9e-03 | -5.9 | -5.6 | 2.0e-08 | -0.02 | 0.02 | 0.78 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SEC31B | 0.23 | 0.23 | enet | 20 | 0.26 | 8.6e-27 | -5.5 | 5.7 | 1.3e-08 | 0.04 | 0.04 | 0.96 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | WNT8B | 0.05 | 0.04 | lasso | 2 | 0.01 | 9.7e-03 | -5.8 | 5.7 | 1.1e-08 | 0.07 | 0.02 | 0.86 | FALSE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SEC31B | 0.07 | 0.09 | blup | 51 | 0.09 | 4.1e-07 | -5.9 | 5.9 | 4.0e-09 | 0.05 | 0.02 | 0.98 | FALSE |
63 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SEC31B | 0.24 | 0.20 | blup | 51 | 0.28 | 1.7e-10 | -5.2 | 5.7 | 1.5e-08 | 0.06 | 0.04 | 0.96 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | SEC31B | 0.12 | 0.19 | blup | 51 | 0.20 | 1.1e-18 | -5.9 | 5.7 | 1.1e-08 | 0.06 | 0.02 | 0.98 | FALSE |