Best TWAS P=5.12e-13 · Best GWAS P=1.62e-12 conditioned to 0.0271
# | 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 | SAAL1 | 0.15 | 0.17 | enet | 13 | 0.21 | 1.3e-24 | -5.9 | 5.7 | 1.6e-08 | 0.53 | 0.98 | 0.02 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TPH1 | 0.12 | 0.08 | bslmm | 478 | 0.08 | 8.0e-10 | -6.6 | -6.2 | 7.1e-10 | -0.66 | 0.23 | 0.77 | FALSE |
3 | GTEx | Adipose Subcutaneous | SERGEF | 0.19 | 0.17 | lasso | 8 | 0.19 | 9.4e-16 | -5.6 | -6.2 | 6.0e-10 | -0.66 | 0.48 | 0.52 | FALSE |
4 | GTEx | Adipose Subcutaneous | SPTY2D1 | 0.18 | 0.14 | lasso | 5 | 0.14 | 6.7e-12 | -6.4 | 6.1 | 8.9e-10 | -0.04 | 0.05 | 0.95 | FALSE |
5 | GTEx | Adipose Visceral Omentum | SERGEF | 0.15 | 0.12 | enet | 9 | 0.11 | 1.9e-06 | -6.5 | -5.8 | 5.4e-09 | -0.71 | 0.22 | 0.77 | FALSE |
6 | GTEx | Artery Aorta | SAAL1 | 0.20 | 0.15 | enet | 15 | 0.21 | 1.1e-11 | -5.0 | 5.5 | 4.0e-08 | 0.52 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | SPTY2D1 | 0.13 | 0.17 | enet | 10 | 0.16 | 2.5e-09 | 6.8 | 7.2 | 5.1e-13 | -0.07 | 0.00 | 1.00 | TRUE |
8 | GTEx | Brain Cerebellar Hemisphere | SAAL1 | 0.30 | 0.20 | lasso | 5 | 0.27 | 1.2e-07 | -5.3 | 5.6 | 2.5e-08 | 0.55 | 0.75 | 0.22 | FALSE |
9 | GTEx | Brain Cerebellum | SAAL1 | 0.26 | 0.23 | lasso | 9 | 0.26 | 3.6e-08 | -5.9 | 6.4 | 1.7e-10 | 0.53 | 0.67 | 0.21 | TRUE |
10 | GTEx | Brain Frontal Cortex BA9 | SAAL1 | 0.21 | 0.05 | enet | 14 | 0.06 | 1.1e-02 | -5.0 | 5.2 | 1.5e-07 | 0.47 | 0.15 | 0.10 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | SAAL1 | 0.39 | 0.34 | lasso | 7 | 0.33 | 1.2e-11 | -5.0 | 5.3 | 1.4e-07 | 0.47 | 1.00 | 0.00 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | SERGEF | 0.22 | 0.15 | enet | 22 | 0.16 | 3.8e-12 | -6.6 | -5.3 | 8.7e-08 | -0.64 | 0.23 | 0.77 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | SAAL1 | 0.22 | 0.19 | enet | 18 | 0.23 | 4.5e-17 | -5.0 | 5.9 | 3.7e-09 | 0.49 | 1.00 | 0.00 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | SPTY2D1 | 0.31 | 0.27 | lasso | 6 | 0.26 | 2.5e-19 | 6.7 | 6.6 | 3.9e-11 | -0.06 | 0.00 | 1.00 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | SPTY2D1-AS1 | 0.14 | 0.12 | lasso | 6 | 0.11 | 9.0e-09 | 6.7 | 6.3 | 2.4e-10 | -0.06 | 0.00 | 1.00 | FALSE |
16 | GTEx | Colon Transverse | SAAL1 | 0.15 | 0.05 | lasso | 5 | 0.08 | 1.9e-04 | -5.0 | 5.3 | 9.1e-08 | 0.49 | 0.78 | 0.08 | FALSE |
17 | GTEx | Esophagus Gastroesophageal Junction | SAAL1 | 0.17 | 0.14 | enet | 9 | 0.13 | 1.9e-05 | -5.0 | 5.2 | 2.0e-07 | 0.44 | 0.77 | 0.05 | FALSE |
18 | GTEx | Esophagus Mucosa | SERGEF | 0.14 | 0.20 | lasso | 3 | 0.19 | 9.5e-13 | -5.6 | -5.9 | 3.2e-09 | -0.69 | 0.58 | 0.42 | FALSE |
19 | GTEx | Esophagus Mucosa | SAAL1 | 0.11 | 0.08 | lasso | 2 | 0.08 | 3.3e-06 | -5.0 | 5.4 | 5.7e-08 | 0.45 | 0.98 | 0.01 | FALSE |
20 | GTEx | Esophagus Muscularis | SAAL1 | 0.31 | 0.22 | enet | 20 | 0.24 | 2.2e-14 | -5.0 | 5.7 | 1.2e-08 | 0.42 | 1.00 | 0.00 | FALSE |
21 | GTEx | Heart Left Ventricle | SERGEF | 0.19 | 0.02 | enet | 14 | 0.07 | 2.2e-04 | -6.5 | -5.4 | 8.2e-08 | -0.47 | 0.10 | 0.58 | FALSE |
22 | GTEx | Heart Left Ventricle | SAAL1 | 0.20 | 0.09 | lasso | 8 | 0.08 | 5.3e-05 | -5.9 | 5.8 | 6.7e-09 | 0.48 | 0.88 | 0.08 | FALSE |
23 | GTEx | Lung | SERGEF | 0.10 | 0.08 | enet | 17 | 0.04 | 1.0e-03 | -5.6 | -5.2 | 2.4e-07 | -0.68 | 0.43 | 0.55 | FALSE |
24 | GTEx | Lung | OR7E14P | 0.22 | 0.13 | enet | 28 | 0.26 | 3.4e-20 | -3.1 | -5.7 | 1.0e-08 | -0.05 | 0.41 | 0.33 | TRUE |
25 | GTEx | Muscle Skeletal | SERGEF | 0.26 | 0.31 | enet | 11 | 0.35 | 9.7e-36 | -6.5 | -6.4 | 1.5e-10 | -0.75 | 0.27 | 0.73 | TRUE |
26 | GTEx | Muscle Skeletal | RP1-59M18.2 | 0.15 | 0.18 | enet | 8 | 0.20 | 2.4e-19 | -5.6 | -6.1 | 1.2e-09 | -0.72 | 0.50 | 0.50 | FALSE |
27 | GTEx | Pancreas | SAAL1 | 0.29 | 0.23 | lasso | 6 | 0.22 | 1.3e-09 | -5.0 | 5.2 | 2.2e-07 | 0.48 | 0.99 | 0.01 | FALSE |
28 | GTEx | Pituitary | SAAL1 | 0.22 | 0.12 | lasso | 4 | 0.10 | 2.2e-03 | -5.0 | 5.5 | 5.1e-08 | 0.48 | 0.14 | 0.12 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | SERGEF | 0.24 | 0.15 | lasso | 12 | 0.16 | 5.9e-09 | -5.7 | -5.2 | 1.7e-07 | -0.64 | 0.38 | 0.62 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | SERGEF | 0.12 | 0.07 | lasso | 3 | 0.07 | 3.1e-06 | -5.6 | -5.6 | 1.9e-08 | -0.72 | 0.09 | 0.91 | FALSE |
31 | METSIM | Adipose | SAAL1 | 0.07 | 0.03 | enet | 28 | 0.06 | 8.2e-09 | -5.0 | 6.2 | 5.9e-10 | 0.60 | 0.98 | 0.02 | FALSE |
32 | METSIM | Adipose | SERGEF | 0.09 | 0.10 | lasso | 4 | 0.10 | 5.1e-15 | -5.6 | -5.7 | 1.2e-08 | -0.69 | 0.89 | 0.11 | FALSE |
33 | NTR | Blood | SAAL1 | 0.02 | 0.01 | lasso | 3 | 0.01 | 2.2e-05 | -5.9 | 5.9 | 3.8e-09 | 0.44 | 0.23 | 0.13 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | SAAL1 | 0.15 | 0.17 | lasso | 7 | 0.17 | 5.3e-21 | -5.2 | 5.5 | 4.5e-08 | 0.56 | 1.00 | 0.00 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SAAL1 | 0.02 | 0.03 | lasso | 2 | 0.03 | 3.3e-07 | -4.8 | 5.1 | 2.7e-07 | 0.47 | 0.77 | 0.22 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SPTY2D1 | 0.03 | 0.02 | lasso | 3 | 0.03 | 1.4e-06 | 6.7 | 5.5 | 3.6e-08 | -0.06 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Colon Adenocarcinoma | SPTY2D1 | 0.05 | 0.05 | lasso | 4 | 0.05 | 5.2e-04 | 6.7 | 5.5 | 3.8e-08 | -0.05 | 0.01 | 0.96 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SAAL1 | 0.07 | 0.07 | enet | 9 | 0.07 | 9.4e-09 | -4.8 | 5.4 | 5.6e-08 | 0.47 | 0.83 | 0.17 | FALSE |
39 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SAAL1 | 0.12 | 0.24 | enet | 13 | 0.24 | 1.0e-26 | -5.0 | 5.7 | 1.6e-08 | 0.54 | 0.95 | 0.05 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SERGEF | 0.07 | 0.09 | lasso | 2 | 0.08 | 9.6e-10 | -5.3 | 5.2 | 1.8e-07 | 0.57 | 0.99 | 0.01 | FALSE |
41 | The Cancer Genome Atlas | Lung Adenocarcinoma | SERGEF | 0.04 | 0.00 | blup | 130 | 0.01 | 4.1e-02 | -6.5 | -5.5 | 4.8e-08 | -0.70 | 0.03 | 0.68 | FALSE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | SPTY2D1 | 0.06 | 0.07 | lasso | 2 | 0.06 | 1.5e-07 | 6.8 | 6.7 | 1.8e-11 | -0.06 | 0.00 | 1.00 | FALSE |
43 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SAAL1 | 0.02 | 0.01 | blup | 52 | 0.01 | 3.7e-02 | -5.6 | 5.3 | 1.0e-07 | 0.49 | 0.05 | 0.10 | FALSE |
44 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SERGEF | 0.02 | 0.00 | blup | 130 | 0.01 | 8.6e-03 | -6.6 | -5.9 | 2.9e-09 | -0.77 | 0.07 | 0.52 | FALSE |
45 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SPTY2D1 | 0.03 | 0.00 | blup | 43 | 0.01 | 2.0e-02 | 6.8 | 7.0 | 3.5e-12 | -0.06 | 0.00 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SAAL1 | 0.04 | 0.06 | lasso | 3 | 0.04 | 1.0e-04 | -5.0 | 5.2 | 2.5e-07 | 0.45 | 0.90 | 0.09 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SERGEF | 0.06 | 0.00 | blup | 130 | 0.02 | 9.2e-03 | -5.6 | -5.4 | 7.3e-08 | -0.53 | 0.18 | 0.38 | FALSE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SPTY2D1 | 0.14 | 0.20 | lasso | 3 | 0.20 | 4.4e-21 | 6.8 | 6.8 | 1.5e-11 | -0.06 | 0.00 | 1.00 | FALSE |
49 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SAAL1 | 0.04 | 0.00 | enet | 8 | 0.03 | 8.0e-03 | -5.9 | 5.5 | 4.2e-08 | 0.45 | 0.05 | 0.17 | FALSE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | SPTY2D1 | 0.10 | 0.09 | lasso | 3 | 0.09 | 3.2e-09 | 6.7 | 6.5 | 7.0e-11 | -0.06 | 0.01 | 0.99 | FALSE |