Best TWAS P=1.91e-24 · Best GWAS P=9.8e-23 conditioned to 1
# | 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 | SEC31B | 0.13 | 0.21 | lasso | 3 | 0.20 | 4.1e-24 | -5.4 | 5.4 | 6.6e-08 | 0.05 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | SEC31B | 0.32 | 0.39 | lasso | 5 | 0.38 | 5.1e-33 | -5.4 | 5.3 | 9.9e-08 | 0.05 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-179B2.2 | 0.15 | 0.08 | lasso | 6 | 0.08 | 3.2e-07 | 8.3 | 8.8 | 1.6e-18 | 0.90 | 0.01 | 0.99 | FALSE |
4 | GTEx | Adipose Visceral Omentum | SEC31B | 0.18 | 0.28 | lasso | 10 | 0.27 | 1.5e-14 | -4.7 | 5.2 | 2.2e-07 | 0.07 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-179B2.2 | 0.13 | 0.02 | lasso | 3 | 0.03 | 6.5e-03 | 9.7 | 9.4 | 4.6e-21 | 0.99 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Aorta | RP11-179B2.2 | 0.16 | 0.11 | lasso | 2 | 0.09 | 7.6e-06 | 9.8 | 9.7 | 4.9e-22 | 0.98 | 0.00 | 1.00 | FALSE |
7 | GTEx | Artery Tibial | RP11-179B2.2 | 0.11 | 0.09 | lasso | 4 | 0.08 | 8.8e-07 | 9.8 | 9.8 | 1.4e-22 | 0.96 | 0.00 | 1.00 | FALSE |
8 | GTEx | Brain Cerebellum | RP11-179B2.2 | 0.37 | 0.21 | lasso | 4 | 0.20 | 1.4e-06 | 9.8 | 10.2 | 1.9e-24 | 0.96 | 0.00 | 0.99 | TRUE |
9 | GTEx | Brain Frontal Cortex BA9 | RP11-179B2.2 | 0.22 | 0.15 | lasso | 2 | 0.11 | 7.2e-04 | 9.8 | 9.3 | 1.4e-20 | 0.98 | 0.01 | 0.97 | FALSE |
10 | GTEx | Breast Mammary Tissue | SEC31B | 0.17 | 0.26 | lasso | 5 | 0.25 | 2.9e-13 | -5.4 | 5.2 | 2.0e-07 | 0.05 | 1.00 | 0.00 | FALSE |
11 | GTEx | Breast Mammary Tissue | RP11-179B2.2 | 0.11 | 0.09 | lasso | 2 | 0.07 | 1.8e-04 | 9.7 | 9.3 | 1.4e-20 | 0.96 | 0.01 | 0.99 | FALSE |
12 | GTEx | Breast Mammary Tissue (Male) | SEC31B | 0.13 | 0.08 | lasso | 4 | 0.10 | 3.0e-03 | -5.4 | 5.4 | 8.2e-08 | 0.05 | 0.27 | 0.04 | FALSE |
13 | GTEx | Breast Mammary Tissue (Male) | RP11-179B2.2 | 0.16 | -0.01 | enet | 4 | -0.01 | 7.1e-01 | -9.2 | 9.3 | 1.2e-20 | 0.77 | 0.03 | 0.48 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | RP11-179B2.2 | 0.19 | 0.00 | lasso | 3 | -0.01 | 5.1e-01 | 8.3 | 5.7 | 1.2e-08 | 0.65 | 0.03 | 0.43 | FALSE |
15 | GTEx | Colon Transverse | SEC31B | 0.28 | 0.12 | lasso | 3 | 0.09 | 3.3e-05 | -5.4 | 5.4 | 6.9e-08 | 0.07 | 0.98 | 0.00 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | SEC31B | 0.15 | 0.21 | lasso | 4 | 0.20 | 8.0e-08 | -5.4 | 5.4 | 8.2e-08 | 0.05 | 0.96 | 0.00 | FALSE |
17 | GTEx | Esophagus Mucosa | SEC31B | 0.14 | 0.18 | lasso | 4 | 0.17 | 2.0e-11 | -5.4 | 5.4 | 8.2e-08 | 0.05 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Mucosa | HIF1AN | 0.14 | 0.08 | lasso | 7 | 0.09 | 2.2e-06 | -5.5 | 5.4 | 5.1e-08 | 0.09 | 0.98 | 0.00 | FALSE |
19 | GTEx | Esophagus Muscularis | SEC31B | 0.18 | 0.19 | lasso | 4 | 0.20 | 4.5e-12 | -5.4 | 5.3 | 9.2e-08 | 0.05 | 1.00 | 0.00 | FALSE |
20 | GTEx | Esophagus Muscularis | RP11-179B2.2 | 0.15 | 0.16 | lasso | 3 | 0.16 | 8.1e-10 | 9.8 | 9.8 | 1.8e-22 | 0.98 | 0.01 | 0.99 | FALSE |
21 | GTEx | Heart Left Ventricle | RP11-179B2.2 | 0.15 | 0.18 | enet | 2 | 0.14 | 4.8e-08 | 9.8 | 9.8 | 1.1e-22 | 1.00 | 0.00 | 1.00 | FALSE |
22 | GTEx | Lung | RP11-179B2.2 | 0.18 | 0.12 | lasso | 3 | 0.12 | 1.7e-09 | 9.8 | 9.4 | 3.8e-21 | 0.99 | 0.00 | 1.00 | FALSE |
23 | GTEx | Muscle Skeletal | HIF1AN | 0.05 | 0.06 | lasso | 1 | 0.05 | 1.6e-05 | -5.4 | -5.4 | 6.6e-08 | -0.06 | 0.94 | 0.00 | FALSE |
24 | GTEx | Nerve Tibial | SEC31B | 0.42 | 0.42 | lasso | 9 | 0.43 | 1.4e-32 | -5.4 | 5.2 | 2.0e-07 | 0.06 | 1.00 | 0.00 | FALSE |
25 | GTEx | Nerve Tibial | RP11-179B2.2 | 0.15 | 0.08 | lasso | 2 | 0.12 | 6.4e-09 | 9.8 | 7.9 | 2.9e-15 | 0.88 | 0.01 | 0.99 | FALSE |
26 | GTEx | Pancreas | SEC31B | 0.24 | 0.19 | lasso | 5 | 0.17 | 9.9e-08 | -5.4 | 5.2 | 1.8e-07 | 0.06 | 0.97 | 0.00 | FALSE |
27 | GTEx | Prostate | SEC31B | 0.18 | 0.14 | lasso | 2 | 0.12 | 6.7e-04 | -5.3 | 5.3 | 9.3e-08 | 0.05 | 0.38 | 0.05 | FALSE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | SEC31B | 0.15 | 0.16 | lasso | 4 | 0.15 | 8.3e-09 | -5.4 | 5.4 | 8.2e-08 | 0.05 | 0.99 | 0.00 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | HIF1AN | 0.13 | 0.03 | lasso | 5 | 0.02 | 3.4e-02 | -5.5 | 5.8 | 7.5e-09 | 0.04 | 0.26 | 0.03 | TRUE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-179B2.2 | 0.27 | 0.15 | enet | 36 | 0.15 | 2.0e-08 | 9.8 | 8.8 | 1.0e-18 | 0.75 | 0.00 | 1.00 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | SEC31B | 0.20 | 0.34 | lasso | 4 | 0.34 | 8.3e-29 | -5.4 | 5.2 | 1.9e-07 | 0.06 | 1.00 | 0.00 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | HIF1AN | 0.07 | 0.05 | lasso | 8 | 0.03 | 2.2e-03 | -5.6 | 5.3 | 8.8e-08 | 0.06 | 0.93 | 0.00 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | RP11-179B2.2 | 0.12 | 0.09 | lasso | 2 | 0.08 | 1.7e-07 | 8.2 | 7.8 | 4.6e-15 | 0.86 | 0.05 | 0.95 | FALSE |
34 | GTEx | Spleen | SEC31B | 0.21 | 0.12 | lasso | 3 | 0.05 | 2.3e-02 | -5.4 | 5.5 | 4.3e-08 | 0.05 | 0.28 | 0.09 | FALSE |
35 | GTEx | Testis | SEC31B | 0.11 | 0.11 | lasso | 5 | 0.08 | 2.5e-04 | -5.4 | 5.4 | 5.9e-08 | 0.05 | 0.84 | 0.01 | FALSE |
36 | GTEx | Testis | HIF1AN | 0.12 | 0.08 | lasso | 3 | 0.06 | 1.6e-03 | -5.6 | 5.7 | 1.1e-08 | 0.08 | 0.34 | 0.04 | FALSE |
37 | GTEx | Thyroid | RP11-179B2.2 | 0.18 | 0.12 | lasso | 7 | 0.11 | 8.3e-09 | 8.3 | 8.9 | 8.1e-19 | 0.91 | 0.04 | 0.96 | FALSE |
38 | GTEx | Uterus | SEC31B | 0.40 | 0.14 | lasso | 18 | 0.05 | 3.1e-02 | -5.5 | 5.1 | 3.0e-07 | 0.02 | 0.36 | 0.04 | FALSE |
39 | GTEx | Whole Blood | HIF1AN | 0.15 | 0.12 | enet | 7 | 0.12 | 8.7e-11 | -5.5 | 5.5 | 3.6e-08 | 0.06 | 1.00 | 0.00 | FALSE |
40 | METSIM | Adipose | MRPL43 | 0.05 | 0.04 | bslmm | 422 | 0.04 | 1.9e-06 | -4.2 | 6.7 | 1.5e-11 | 0.46 | 0.94 | 0.03 | FALSE |
41 | NTR | Blood | HIF1AN | 0.02 | 0.03 | lasso | 2 | 0.02 | 1.4e-07 | -5.4 | 5.4 | 5.2e-08 | 0.05 | 1.00 | 0.00 | FALSE |
42 | NTR | Blood | SEC31B | 0.03 | 0.03 | lasso | 4 | 0.03 | 1.1e-10 | -5.4 | 5.4 | 7.9e-08 | 0.06 | 1.00 | 0.00 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | MRPL43 | 0.10 | 0.08 | bslmm | 411 | 0.09 | 1.2e-11 | -4.2 | -5.6 | 2.5e-08 | -0.56 | 1.00 | 0.00 | FALSE |
44 | The Cancer Genome Atlas | Colon Adenocarcinoma | HIF1AN | 0.07 | 0.03 | blup | 40 | 0.05 | 4.9e-04 | -5.4 | 5.6 | 2.6e-08 | 0.05 | 0.03 | 0.84 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | MRPL43 | 0.07 | 0.02 | blup | 52 | 0.00 | 1.7e-01 | 9.5 | -8.8 | 2.0e-18 | -0.80 | 0.01 | 0.84 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | SEC31B | 0.06 | 0.07 | blup | 51 | 0.08 | 2.9e-05 | -4.8 | 5.3 | 1.3e-07 | 0.06 | 0.04 | 0.95 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MRPL43 | 0.03 | 0.02 | blup | 52 | 0.03 | 3.0e-04 | -4.2 | -6.3 | 3.5e-10 | -0.68 | 0.09 | 0.54 | FALSE |
48 | 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 | 8.0e-08 | 0.05 | 0.03 | 0.97 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SEC31B | 0.05 | 0.05 | blup | 51 | 0.05 | 8.9e-07 | -5.4 | 5.3 | 1.0e-07 | 0.06 | 0.03 | 0.97 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SEMA4G | 0.04 | 0.01 | blup | 52 | 0.02 | 1.2e-03 | 8.2 | 8.4 | 4.3e-17 | 0.83 | 0.01 | 0.81 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SEC31B | 0.14 | 0.10 | lasso | 7 | 0.10 | 1.6e-06 | -5.5 | 5.5 | 4.2e-08 | 0.05 | 0.03 | 0.97 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NDUFB8 | 0.02 | 0.01 | blup | 38 | 0.01 | 1.6e-02 | -4.8 | -5.5 | 4.9e-08 | -0.06 | 0.03 | 0.59 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SEC31B | 0.06 | 0.06 | blup | 51 | 0.06 | 1.1e-07 | -5.3 | 5.6 | 2.0e-08 | 0.05 | 0.03 | 0.97 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SEMA4G | 0.03 | 0.01 | blup | 52 | 0.01 | 4.2e-02 | 9.8 | 7.5 | 7.4e-14 | 0.83 | 0.00 | 0.90 | FALSE |
55 | The Cancer Genome Atlas | Lung Adenocarcinoma | SEC31B | 0.06 | 0.08 | enet | 10 | 0.09 | 4.6e-11 | -5.4 | 5.2 | 2.6e-07 | 0.06 | 0.03 | 0.97 | FALSE |
56 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SEC31B | 0.15 | 0.14 | lasso | 12 | 0.15 | 8.5e-07 | -5.3 | 5.4 | 8.1e-08 | 0.06 | 0.04 | 0.96 | FALSE |
57 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | FAM178A | 0.14 | 0.08 | lasso | 2 | 0.08 | 5.9e-04 | -7.4 | -6.8 | 1.2e-11 | -0.54 | 0.07 | 0.13 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | SEMA4G | 0.07 | 0.08 | blup | 52 | 0.08 | 5.1e-08 | -4.2 | 6.7 | 2.1e-11 | 0.75 | 0.04 | 0.96 | FALSE |