Best TWAS P=6.37e-12 · Best GWAS P=4.46e-11 conditioned to 0.0285
# | 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 | MFSD6 | 0.06 | 0.02 | enet | 14 | 0.05 | 2.6e-06 | -5.6 | -6.0 | 2.5e-09 | 0.80 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Subcutaneous | MFSD6 | 0.11 | 0.09 | enet | 13 | 0.13 | 1.9e-10 | -6.2 | -5.6 | 2.2e-08 | 0.84 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Subcutaneous | HIBCH | 0.09 | 0.09 | enet | 9 | 0.09 | 9.0e-08 | -5.4 | 5.2 | 1.7e-07 | -0.38 | 0.80 | 0.16 | FALSE |
4 | GTEx | Adipose Visceral Omentum | NAB1 | 0.15 | 0.00 | lasso | 3 | 0.00 | 2.5e-01 | -5.0 | -5.3 | 1.3e-07 | 0.41 | 0.07 | 0.08 | FALSE |
5 | GTEx | Adrenal Gland | HIBCH | 0.48 | 0.44 | lasso | 5 | 0.43 | 7.1e-17 | -5.4 | 5.3 | 1.2e-07 | -0.51 | 0.82 | 0.18 | FALSE |
6 | GTEx | Artery Aorta | MFSD6 | 0.30 | 0.16 | enet | 17 | 0.22 | 1.3e-12 | -6.5 | -6.4 | 1.7e-10 | 0.90 | 0.00 | 1.00 | FALSE |
7 | GTEx | Artery Coronary | MFSD6 | 0.23 | 0.07 | lasso | 7 | 0.05 | 6.3e-03 | -6.4 | -6.5 | 8.0e-11 | 0.94 | 0.02 | 0.88 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | HIBCH | 0.17 | 0.19 | lasso | 5 | 0.17 | 1.7e-05 | -5.2 | 5.4 | 7.1e-08 | -0.50 | 0.48 | 0.11 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | MFSD6 | 0.14 | 0.20 | lasso | 4 | 0.13 | 2.8e-04 | -6.6 | -6.5 | 7.9e-11 | 0.97 | 0.01 | 0.98 | FALSE |
10 | GTEx | Brain Cerebellum | MFSD6 | 0.16 | 0.13 | enet | 16 | 0.12 | 2.4e-04 | -6.2 | -6.7 | 2.5e-11 | 0.83 | 0.01 | 0.96 | FALSE |
11 | GTEx | Brain Putamen basal ganglia | INPP1 | 0.35 | 0.10 | lasso | 26 | 0.12 | 9.3e-04 | -4.9 | -5.1 | 3.1e-07 | 0.59 | 0.19 | 0.28 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | HIBCH | 0.10 | 0.08 | lasso | 5 | 0.07 | 3.7e-03 | -5.4 | 5.8 | 7.7e-09 | -0.59 | 0.06 | 0.76 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | TMEM194B | 0.13 | 0.12 | enet | 13 | 0.11 | 6.9e-09 | 4.7 | -5.5 | 3.7e-08 | 0.51 | 0.98 | 0.02 | FALSE |
14 | GTEx | Heart Left Ventricle | HIBCH | 0.20 | 0.24 | enet | 10 | 0.24 | 8.7e-13 | -5.4 | 5.1 | 3.0e-07 | -0.47 | 0.83 | 0.17 | FALSE |
15 | GTEx | Heart Left Ventricle | AC093388.3 | 0.09 | 0.00 | enet | 8 | 0.00 | 7.2e-01 | 4.4 | -5.2 | 2.4e-07 | 0.49 | 0.08 | 0.17 | FALSE |
16 | GTEx | Liver | HIBCH | 0.31 | 0.33 | enet | 24 | 0.34 | 3.9e-10 | -5.2 | 5.4 | 5.4e-08 | -0.62 | 0.88 | 0.11 | FALSE |
17 | GTEx | Lung | HIBCH | 0.27 | 0.33 | lasso | 2 | 0.32 | 1.9e-25 | -5.4 | 5.3 | 8.7e-08 | -0.51 | 0.81 | 0.19 | FALSE |
18 | GTEx | Muscle Skeletal | HIBCH | 0.32 | 0.32 | enet | 24 | 0.32 | 3.1e-32 | -5.4 | 5.4 | 7.1e-08 | -0.47 | 0.84 | 0.16 | FALSE |
19 | GTEx | Pancreas | HIBCH | 0.12 | 0.12 | lasso | 3 | 0.11 | 2.8e-05 | -5.4 | 5.4 | 8.0e-08 | -0.51 | 0.60 | 0.23 | FALSE |
20 | GTEx | Pituitary | INPP1 | 0.32 | 0.26 | lasso | 5 | 0.22 | 3.6e-06 | -4.9 | -5.2 | 1.5e-07 | 0.67 | 0.30 | 0.52 | FALSE |
21 | GTEx | Prostate | HIBCH | 0.15 | 0.07 | lasso | 5 | 0.06 | 1.0e-02 | -5.3 | 5.5 | 3.1e-08 | -0.50 | 0.13 | 0.42 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | HIBCH | 0.17 | 0.07 | lasso | 8 | 0.07 | 3.2e-06 | -5.4 | 5.4 | 8.0e-08 | -0.50 | 0.83 | 0.14 | FALSE |
23 | GTEx | Small Intestine Terminal Ileum | HIBCH | 0.20 | 0.07 | enet | 25 | 0.07 | 1.1e-02 | -5.4 | 6.0 | 1.7e-09 | -0.54 | 0.14 | 0.54 | FALSE |
24 | GTEx | Stomach | HIBCH | 0.32 | 0.28 | enet | 11 | 0.30 | 6.2e-15 | -5.4 | 5.3 | 1.2e-07 | -0.49 | 0.85 | 0.15 | FALSE |
25 | GTEx | Thyroid | MFSD6 | 0.12 | 0.01 | lasso | 5 | 0.05 | 2.0e-04 | -5.6 | -6.7 | 2.5e-11 | 0.83 | 0.02 | 0.98 | FALSE |
26 | GTEx | Thyroid | HIBCH | 0.23 | 0.28 | lasso | 8 | 0.29 | 2.2e-22 | -5.4 | 5.8 | 8.1e-09 | -0.59 | 0.85 | 0.15 | FALSE |
27 | GTEx | Whole Blood | TMEM194B | 0.04 | 0.00 | lasso | 2 | 0.01 | 5.7e-02 | 5.6 | -5.8 | 8.4e-09 | 0.36 | 0.18 | 0.29 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | HIBCH | 0.28 | 0.28 | enet | 18 | 0.31 | 4.4e-40 | -5.2 | 5.2 | 1.8e-07 | -0.39 | 0.89 | 0.11 | FALSE |
29 | YFS | Blood | HIBCH | 0.13 | 0.12 | lasso | 4 | 0.12 | 1.0e-35 | -5.2 | 5.1 | 3.1e-07 | -0.51 | 0.90 | 0.10 | FALSE |
30 | YFS | Blood | TMEM194B | 0.01 | 0.00 | blup | 363 | 0.01 | 5.3e-04 | 4.7 | -5.8 | 5.4e-09 | 0.55 | 0.39 | 0.09 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HIBCH | 0.09 | 0.14 | enet | 7 | 0.14 | 1.9e-27 | -5.2 | 5.2 | 2.5e-07 | -0.48 | 0.01 | 0.99 | FALSE |
32 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | HIBCH | 0.09 | 0.10 | lasso | 1 | 0.08 | 7.9e-05 | -5.4 | 5.4 | 8.5e-08 | -0.52 | 0.01 | 0.97 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HIBCH | 0.16 | 0.15 | lasso | 3 | 0.16 | 2.2e-17 | -5.4 | 5.1 | 2.9e-07 | -0.46 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | HIBCH | 0.29 | 0.27 | lasso | 2 | 0.27 | 6.7e-13 | -5.4 | 5.3 | 1.3e-07 | -0.48 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | TMEM194B | 0.03 | 0.04 | lasso | 2 | 0.04 | 4.5e-05 | -6.4 | -6.5 | 1.1e-10 | 0.97 | 0.00 | 0.97 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MFSD6 | 0.03 | 0.00 | enet | 7 | 0.01 | 7.4e-02 | -4.7 | 5.7 | 1.1e-08 | -0.64 | 0.02 | 0.50 | FALSE |
37 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | HIBCH | 0.25 | 0.25 | lasso | 9 | 0.22 | 7.4e-10 | -5.2 | 5.5 | 5.1e-08 | -0.53 | 0.01 | 0.99 | FALSE |
38 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMEM194B | 0.09 | 0.02 | blup | 41 | 0.04 | 6.0e-03 | 4.7 | -6.9 | 6.4e-12 | 0.75 | 0.01 | 0.80 | TRUE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HIBCH | 0.30 | 0.34 | lasso | 10 | 0.34 | 1.0e-36 | -5.4 | 5.1 | 2.8e-07 | -0.46 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM194B | 0.04 | 0.01 | blup | 41 | 0.02 | 3.8e-03 | -4.6 | -6.8 | 1.0e-11 | 0.77 | 0.02 | 0.81 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | MFSD6 | 0.06 | 0.05 | enet | 6 | 0.06 | 3.9e-06 | -5.6 | -6.4 | 1.9e-10 | 0.91 | 0.01 | 0.99 | FALSE |