Best TWAS P=2.93e-10 · Best GWAS P=1.89e-08 conditioned to 0.0203
# | 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 | 4.5 | -5.3 | 8.7e-08 | 0.55 | 0.11 | 0.89 | FALSE |
2 | GTEx | Adipose Subcutaneous | SERGEF | 0.19 | 0.17 | lasso | 8 | 0.19 | 9.4e-16 | 5.0 | 5.5 | 3.1e-08 | -0.67 | 0.30 | 0.70 | FALSE |
3 | GTEx | Adipose Subcutaneous | SAAL1 | 0.10 | 0.11 | enet | 8 | 0.12 | 6.5e-10 | 5.3 | -5.5 | 4.4e-08 | 0.45 | 0.08 | 0.92 | FALSE |
4 | GTEx | Adipose Visceral Omentum | SAAL1 | 0.21 | 0.05 | enet | 27 | 0.06 | 7.8e-04 | 5.1 | -5.6 | 2.5e-08 | 0.49 | 0.08 | 0.87 | FALSE |
5 | GTEx | Adrenal Gland | SAAL1 | 0.15 | 0.16 | lasso | 3 | 0.12 | 5.1e-05 | 5.3 | -5.3 | 9.6e-08 | 0.44 | 0.06 | 0.90 | FALSE |
6 | GTEx | Artery Aorta | SAAL1 | 0.20 | 0.15 | enet | 15 | 0.21 | 1.1e-11 | 5.3 | -5.4 | 6.6e-08 | 0.54 | 0.08 | 0.92 | FALSE |
7 | GTEx | Artery Tibial | SAAL1 | 0.21 | 0.26 | lasso | 3 | 0.27 | 2.4e-21 | 5.3 | -5.4 | 6.2e-08 | 0.44 | 0.07 | 0.93 | FALSE |
8 | GTEx | Brain Nucleus accumbens basal ganglia | SAAL1 | 0.43 | 0.25 | lasso | 5 | 0.20 | 4.3e-06 | 5.3 | -5.1 | 2.7e-07 | 0.45 | 0.07 | 0.92 | FALSE |
9 | GTEx | Breast Mammary Tissue | SAAL1 | 0.17 | 0.14 | enet | 11 | 0.12 | 8.5e-07 | 5.1 | -5.4 | 6.0e-08 | 0.44 | 0.08 | 0.92 | FALSE |
10 | GTEx | Cells EBV-transformed lymphocytes | SAAL1 | 0.39 | 0.34 | lasso | 7 | 0.33 | 1.2e-11 | 5.3 | -5.6 | 1.9e-08 | 0.49 | 0.06 | 0.94 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | SAAL1 | 0.22 | 0.19 | enet | 18 | 0.23 | 4.5e-17 | 5.3 | -5.8 | 7.4e-09 | 0.50 | 0.07 | 0.93 | FALSE |
12 | GTEx | Colon Transverse | SAAL1 | 0.15 | 0.05 | lasso | 5 | 0.08 | 1.9e-04 | 5.3 | -5.4 | 5.6e-08 | 0.51 | 0.07 | 0.92 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | SAAL1 | 0.17 | 0.14 | enet | 9 | 0.13 | 1.9e-05 | 5.3 | -5.5 | 4.8e-08 | 0.46 | 0.06 | 0.92 | FALSE |
14 | GTEx | Esophagus Mucosa | SERGEF | 0.14 | 0.20 | lasso | 3 | 0.19 | 9.5e-13 | 5.0 | 5.2 | 2.0e-07 | -0.71 | 0.34 | 0.66 | FALSE |
15 | GTEx | Esophagus Mucosa | SAAL1 | 0.11 | 0.08 | lasso | 2 | 0.08 | 3.3e-06 | 5.3 | -5.3 | 1.1e-07 | 0.47 | 0.08 | 0.92 | FALSE |
16 | GTEx | Heart Left Ventricle | SAAL1 | 0.20 | 0.09 | lasso | 8 | 0.08 | 5.3e-05 | 5.4 | -5.8 | 7.2e-09 | 0.50 | 0.06 | 0.93 | FALSE |
17 | GTEx | Lung | SAAL1 | 0.23 | 0.13 | lasso | 8 | 0.15 | 7.4e-12 | 5.3 | -5.3 | 1.2e-07 | 0.46 | 0.06 | 0.94 | FALSE |
18 | GTEx | Muscle Skeletal | SERGEF | 0.26 | 0.31 | enet | 11 | 0.35 | 9.7e-36 | 5.0 | 5.1 | 2.9e-07 | -0.76 | 0.32 | 0.68 | FALSE |
19 | GTEx | Nerve Tibial | SAAL1 | 0.14 | 0.15 | lasso | 1 | 0.15 | 1.4e-10 | 5.1 | -5.1 | 2.9e-07 | 0.39 | 0.13 | 0.87 | FALSE |
20 | GTEx | Pancreas | SAAL1 | 0.29 | 0.23 | lasso | 6 | 0.22 | 1.3e-09 | 5.3 | -5.4 | 8.5e-08 | 0.50 | 0.06 | 0.94 | FALSE |
21 | GTEx | Pituitary | SAAL1 | 0.22 | 0.12 | lasso | 4 | 0.10 | 2.2e-03 | 5.3 | -5.4 | 6.7e-08 | 0.50 | 0.07 | 0.57 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | SERGEF | 0.12 | 0.07 | lasso | 3 | 0.07 | 3.1e-06 | 5.0 | 5.3 | 1.0e-07 | -0.73 | 0.11 | 0.89 | FALSE |
23 | GTEx | Skin Sun Exposed Lower leg | SAAL1 | 0.16 | 0.15 | lasso | 8 | 0.16 | 2.6e-13 | 4.8 | -5.4 | 5.4e-08 | 0.44 | 0.08 | 0.92 | FALSE |
24 | GTEx | Stomach | SAAL1 | 0.17 | 0.06 | lasso | 5 | 0.10 | 1.3e-05 | 5.5 | -5.7 | 1.1e-08 | 0.46 | 0.06 | 0.88 | FALSE |
25 | GTEx | Thyroid | NUCB2 | 0.07 | 0.02 | lasso | 4 | 0.02 | 1.3e-02 | -3.7 | -5.8 | 6.7e-09 | -0.02 | 0.05 | 0.45 | TRUE |
26 | GTEx | Thyroid | SAAL1 | 0.16 | 0.10 | lasso | 6 | 0.12 | 3.3e-09 | 4.8 | -5.3 | 8.7e-08 | 0.48 | 0.09 | 0.91 | FALSE |
27 | METSIM | Adipose | SAAL1 | 0.07 | 0.03 | enet | 28 | 0.06 | 8.2e-09 | 5.3 | -6.3 | 2.9e-10 | 0.62 | 0.10 | 0.90 | TRUE |
28 | YFS | Blood | SAAL1 | 0.14 | 0.15 | bslmm | 443 | 0.15 | 5.2e-46 | 5.3 | -5.5 | 3.5e-08 | 0.53 | 0.08 | 0.92 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SAAL1 | 0.02 | 0.03 | lasso | 2 | 0.03 | 3.3e-07 | 5.5 | -5.6 | 2.5e-08 | 0.48 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Colon Adenocarcinoma | SAAL1 | 0.09 | 0.11 | lasso | 2 | 0.08 | 2.2e-05 | 5.1 | -5.1 | 2.8e-07 | 0.39 | 0.07 | 0.92 | FALSE |
31 | The Cancer Genome Atlas | Glioblastoma Multiforme | SAAL1 | 0.13 | 0.07 | enet | 5 | 0.08 | 2.4e-03 | 5.1 | -5.2 | 1.8e-07 | 0.48 | 0.02 | 0.86 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SAAL1 | 0.07 | 0.07 | enet | 9 | 0.07 | 9.4e-09 | 5.5 | -5.4 | 5.4e-08 | 0.49 | 0.01 | 0.99 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SAAL1 | 0.15 | 0.22 | lasso | 6 | 0.22 | 1.2e-12 | 5.3 | -5.3 | 9.3e-08 | 0.44 | 0.02 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SAAL1 | 0.12 | 0.24 | enet | 13 | 0.24 | 1.0e-26 | 5.3 | -5.7 | 1.3e-08 | 0.55 | 0.02 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | SAAL1 | 0.05 | 0.07 | lasso | 4 | 0.07 | 4.0e-08 | 5.3 | -5.5 | 3.4e-08 | 0.46 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Lung Adenocarcinoma | SERGEF | 0.04 | 0.00 | blup | 130 | 0.01 | 4.1e-02 | 5.0 | 5.3 | 1.3e-07 | -0.70 | 0.03 | 0.63 | FALSE |
37 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MRGPRX3 | 0.12 | 0.09 | lasso | 4 | 0.09 | 8.9e-11 | 4.8 | 5.4 | 7.1e-08 | -0.42 | 0.06 | 0.94 | FALSE |
38 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SAAL1 | 0.02 | 0.01 | blup | 52 | 0.01 | 3.7e-02 | 5.4 | -5.8 | 9.0e-09 | 0.51 | 0.01 | 0.79 | FALSE |
39 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SERGEF | 0.02 | 0.00 | blup | 130 | 0.01 | 8.6e-03 | 5.0 | 5.2 | 2.1e-07 | -0.77 | 0.08 | 0.47 | FALSE |
40 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SAAL1 | 0.07 | 0.03 | blup | 52 | 0.05 | 5.1e-03 | 5.4 | -5.6 | 1.7e-08 | 0.44 | 0.01 | 0.76 | FALSE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SAAL1 | 0.04 | 0.06 | lasso | 3 | 0.04 | 1.0e-04 | 5.3 | -5.3 | 8.7e-08 | 0.46 | 0.02 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SERGEF | 0.06 | 0.00 | blup | 130 | 0.02 | 9.2e-03 | 5.4 | 5.3 | 1.4e-07 | -0.54 | 0.05 | 0.83 | FALSE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | SAAL1 | 0.18 | 0.30 | lasso | 6 | 0.30 | 2.2e-29 | 5.3 | -5.4 | 6.9e-08 | 0.44 | 0.02 | 0.98 | FALSE |