Best TWAS P=3.11e-25 · Best GWAS P=7.14e-25 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 | ACE | 0.08 | 0.05 | lasso | 4 | 0.04 | 1.0e-05 | 7.1 | 8.5 | 1.5e-17 | 0.82 | 0.01 | 0.99 | FALSE |
2 | GTEx | Brain Cerebellum | DDX42 | 0.12 | 0.00 | enet | 19 | 0.02 | 7.0e-02 | 4.6 | 6.1 | 1.1e-09 | 0.29 | 0.11 | 0.12 | FALSE |
3 | GTEx | Brain Putamen basal ganglia | DDX42 | 0.16 | 0.04 | lasso | 4 | 0.06 | 1.5e-02 | 4.8 | 7.2 | 5.8e-13 | 0.47 | 0.07 | 0.43 | FALSE |
4 | GTEx | Colon Transverse | FTSJ3 | 0.18 | 0.22 | lasso | 5 | 0.20 | 6.8e-10 | 4.7 | -5.5 | 4.9e-08 | -0.25 | 1.00 | 0.00 | FALSE |
5 | GTEx | Colon Transverse | ACE | 0.31 | 0.28 | lasso | 2 | 0.28 | 1.8e-13 | 10.3 | -10.1 | 4.4e-24 | -0.98 | 0.00 | 1.00 | FALSE |
6 | GTEx | Esophagus Mucosa | FTSJ3 | 0.19 | 0.24 | lasso | 7 | 0.21 | 6.0e-14 | 4.6 | -6.5 | 7.0e-11 | -0.34 | 1.00 | 0.00 | FALSE |
7 | GTEx | Esophagus Muscularis | FTSJ3 | 0.33 | 0.52 | enet | 57 | 0.54 | 8.2e-38 | 4.7 | -6.1 | 1.3e-09 | -0.27 | 1.00 | 0.00 | FALSE |
8 | GTEx | Esophagus Muscularis | MAP3K3 | 0.07 | 0.02 | enet | 8 | 0.02 | 3.0e-02 | -4.0 | -5.9 | 3.2e-09 | -0.23 | 0.44 | 0.17 | FALSE |
9 | GTEx | Lung | ACE | 0.18 | 0.07 | lasso | 8 | 0.07 | 3.9e-06 | -5.7 | -6.0 | 1.7e-09 | -0.60 | 0.94 | 0.04 | FALSE |
10 | GTEx | Lung | DDX42 | 0.06 | 0.04 | enet | 7 | 0.04 | 5.8e-04 | 4.7 | 5.3 | 1.4e-07 | 0.15 | 0.80 | 0.02 | FALSE |
11 | GTEx | Muscle Skeletal | PSMC5 | 0.04 | 0.02 | lasso | 2 | 0.02 | 3.1e-03 | -4.1 | -5.2 | 2.2e-07 | -0.13 | 0.49 | 0.03 | FALSE |
12 | GTEx | Skin Sun Exposed Lower leg | FTSJ3 | 0.23 | 0.38 | enet | 52 | 0.39 | 1.3e-34 | 4.5 | -5.1 | 2.8e-07 | -0.27 | 1.00 | 0.00 | FALSE |
13 | GTEx | Vagina | FTSJ3 | 0.30 | 0.48 | lasso | 2 | 0.50 | 2.7e-13 | 4.6 | -5.5 | 3.8e-08 | -0.29 | 0.98 | 0.01 | FALSE |
14 | METSIM | Adipose | SMARCD2 | 0.03 | 0.03 | blup | 321 | 0.02 | 1.8e-04 | 3.9 | -5.2 | 1.9e-07 | -0.12 | 0.92 | 0.00 | FALSE |
15 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ACE | 0.02 | 0.01 | enet | 3 | 0.01 | 1.3e-03 | 8.5 | 9.5 | 1.9e-21 | 0.93 | 0.00 | 0.98 | FALSE |
16 | The Cancer Genome Atlas | Colon Adenocarcinoma | ACE | 0.34 | 0.22 | lasso | 5 | 0.22 | 6.5e-13 | 8.5 | -9.8 | 1.2e-22 | -0.94 | 0.00 | 1.00 | FALSE |
17 | The Cancer Genome Atlas | Colon Adenocarcinoma | CYB561 | 0.17 | 0.01 | enet | 6 | 0.08 | 2.0e-05 | 8.5 | -6.3 | 2.2e-10 | -0.58 | 0.01 | 0.44 | FALSE |
18 | The Cancer Genome Atlas | Colon Adenocarcinoma | DDX42 | 0.04 | 0.01 | blup | 51 | 0.02 | 1.6e-02 | 4.5 | 5.2 | 1.8e-07 | 0.17 | 0.02 | 0.63 | FALSE |
19 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ACE | 0.16 | 0.08 | lasso | 2 | 0.07 | 5.8e-05 | 8.5 | -9.8 | 1.0e-22 | -0.96 | 0.00 | 1.00 | FALSE |
20 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PSMC5 | 0.13 | 0.06 | blup | 27 | 0.07 | 7.2e-05 | 4.5 | -5.2 | 2.2e-07 | -0.15 | 0.02 | 0.91 | FALSE |
21 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DDX42 | 0.06 | 0.04 | blup | 51 | 0.06 | 7.9e-08 | 4.7 | 5.2 | 1.6e-07 | 0.15 | 0.03 | 0.95 | FALSE |
22 | The Cancer Genome Atlas | Lung Adenocarcinoma | KCNH6 | 0.03 | 0.01 | blup | 40 | 0.03 | 4.4e-04 | 4.9 | -6.3 | 4.0e-10 | -0.51 | 0.08 | 0.28 | FALSE |
23 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ACE | 0.04 | 0.05 | blup | 52 | 0.04 | 9.4e-04 | 7.1 | 7.2 | 5.6e-13 | 0.66 | 0.01 | 0.88 | FALSE |
24 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ACE | 0.13 | 0.14 | lasso | 1 | 0.10 | 6.6e-05 | 10.3 | -10.3 | 7.1e-25 | -1.00 | 0.00 | 1.00 | FALSE |
25 | The Cancer Genome Atlas | Rectum Adenocarcinoma | ACE | 0.16 | 0.14 | lasso | 6 | 0.13 | 5.1e-04 | 10.3 | -10.4 | 3.1e-25 | -0.95 | 0.00 | 0.88 | TRUE |
26 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ACE | 0.06 | 0.03 | blup | 53 | 0.02 | 9.3e-03 | 8.5 | -6.6 | 3.4e-11 | -0.72 | 0.02 | 0.95 | FALSE |
27 | The Cancer Genome Atlas | Stomach Adenocarcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.04 | 5.2e-04 | -4.0 | 5.2 | 2.1e-07 | 0.15 | 0.03 | 0.61 | FALSE |