Best TWAS P=1.36e-13 · Best GWAS P=8.88e-12 conditioned to 0.875
# | 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 | FURIN | 0.12 | 0.14 | lasso | 2 | 0.13 | 1.2e-15 | -5.7 | 5.7 | 1.5e-08 | 0.82 | 0.77 | 0.23 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | IQGAP1 | 0.19 | 0.21 | lasso | 5 | 0.20 | 1.7e-24 | 4.5 | 5.2 | 1.9e-07 | 0.02 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | FES | 0.21 | 0.09 | lasso | 5 | 0.05 | 1.3e-03 | 5.8 | -5.8 | 7.1e-09 | -0.70 | 0.34 | 0.34 | FALSE |
4 | GTEx | Artery Aorta | IQGAP1 | 0.44 | 0.51 | enet | 27 | 0.51 | 5.3e-32 | 5.7 | 5.6 | 2.7e-08 | 0.06 | 0.79 | 0.21 | FALSE |
5 | GTEx | Artery Coronary | IQGAP1 | 0.33 | 0.42 | enet | 19 | 0.44 | 2.6e-16 | 5.7 | 5.9 | 3.2e-09 | 0.02 | 0.81 | 0.19 | TRUE |
6 | GTEx | Artery Tibial | FES | 0.16 | 0.04 | lasso | 5 | 0.05 | 4.8e-05 | 5.9 | -6.3 | 2.2e-10 | -0.73 | 0.19 | 0.80 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | FES | 0.28 | 0.17 | enet | 21 | 0.20 | 2.8e-15 | 5.8 | -7.4 | 1.4e-13 | -0.90 | 0.01 | 0.99 | TRUE |
8 | GTEx | Colon Sigmoid | IQGAP1 | 0.18 | 0.16 | lasso | 7 | 0.15 | 6.6e-06 | 5.6 | 5.7 | 1.1e-08 | 0.02 | 0.79 | 0.17 | FALSE |
9 | GTEx | Colon Transverse | IQGAP1 | 0.23 | 0.15 | lasso | 2 | 0.10 | 1.4e-05 | 5.7 | 5.7 | 1.2e-08 | 0.02 | 0.73 | 0.20 | FALSE |
10 | GTEx | Esophagus Gastroesophageal Junction | IQGAP1 | 0.11 | 0.15 | lasso | 3 | 0.14 | 7.9e-06 | 5.6 | 5.7 | 1.4e-08 | 0.01 | 0.62 | 0.15 | FALSE |
11 | GTEx | Esophagus Muscularis | IQGAP1 | 0.24 | 0.14 | enet | 18 | 0.14 | 5.7e-09 | 5.7 | 5.6 | 1.8e-08 | 0.04 | 0.79 | 0.21 | FALSE |
12 | GTEx | Lung | FES | 0.24 | 0.07 | lasso | 6 | 0.05 | 5.1e-05 | 5.9 | -6.8 | 7.6e-12 | -0.79 | 0.11 | 0.87 | FALSE |
13 | GTEx | Ovary | IQGAP1 | 0.43 | 0.53 | lasso | 3 | 0.53 | 2.3e-15 | 5.7 | 5.8 | 8.8e-09 | 0.02 | 0.77 | 0.23 | FALSE |
14 | GTEx | Skin Sun Exposed Lower leg | FES | 0.09 | 0.04 | lasso | 5 | 0.04 | 1.4e-04 | 5.8 | -5.3 | 1.4e-07 | -0.66 | 0.10 | 0.59 | FALSE |
15 | GTEx | Small Intestine Terminal Ileum | IQGAP1 | 0.27 | 0.26 | lasso | 4 | 0.20 | 2.7e-05 | 5.7 | 5.7 | 1.2e-08 | 0.02 | 0.30 | 0.10 | FALSE |
16 | GTEx | Spleen | IQGAP1 | 0.45 | 0.34 | lasso | 7 | 0.41 | 9.1e-12 | 5.7 | 5.2 | 2.6e-07 | 0.03 | 0.84 | 0.15 | FALSE |
17 | GTEx | Testis | IQGAP1 | 0.25 | 0.37 | lasso | 4 | 0.36 | 1.2e-16 | 5.6 | 5.7 | 9.6e-09 | 0.02 | 0.81 | 0.19 | FALSE |
18 | GTEx | Thyroid | FES | 0.33 | 0.19 | lasso | 6 | 0.18 | 4.3e-14 | 5.8 | -5.9 | 4.0e-09 | -0.70 | 0.59 | 0.41 | FALSE |
19 | GTEx | Uterus | IQGAP1 | 0.29 | 0.16 | lasso | 5 | 0.13 | 1.3e-03 | 5.7 | 5.7 | 9.9e-09 | 0.02 | 0.25 | 0.08 | FALSE |
20 | METSIM | Adipose | FES | 0.08 | 0.06 | lasso | 3 | 0.05 | 6.8e-08 | 5.8 | -5.9 | 2.8e-09 | -0.63 | 0.60 | 0.40 | FALSE |
21 | YFS | Blood | FES | 0.31 | 0.11 | enet | 77 | 0.22 | 1.2e-68 | 5.8 | -7.2 | 6.0e-13 | -0.68 | 0.02 | 0.98 | FALSE |
22 | YFS | Blood | FURIN | 0.11 | 0.03 | enet | 37 | 0.06 | 8.3e-19 | -5.7 | -5.3 | 1.5e-07 | -0.67 | 0.02 | 0.98 | FALSE |
23 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FES | 0.06 | 0.05 | blup | 46 | 0.06 | 1.9e-05 | 6.7 | -5.4 | 7.1e-08 | -0.83 | 0.00 | 0.99 | FALSE |
24 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FES | 0.06 | 0.05 | blup | 46 | 0.07 | 7.4e-14 | 5.8 | -6.5 | 1.1e-10 | -0.89 | 0.01 | 0.99 | FALSE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IQGAP1 | 0.03 | 0.02 | blup | 94 | 0.02 | 6.5e-05 | 4.7 | 5.5 | 5.1e-08 | 0.02 | 0.11 | 0.86 | FALSE |
26 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FES | 0.06 | 0.02 | blup | 46 | 0.02 | 2.4e-02 | 5.8 | -6.1 | 8.3e-10 | -0.77 | 0.01 | 0.81 | FALSE |
27 | The Cancer Genome Atlas | Colon Adenocarcinoma | FES | 0.08 | 0.07 | blup | 46 | 0.06 | 3.4e-04 | 6.5 | -7.3 | 2.7e-13 | -0.91 | 0.01 | 0.98 | FALSE |
28 | The Cancer Genome Atlas | Glioblastoma Multiforme | FES | 0.12 | 0.06 | enet | 6 | 0.06 | 5.7e-03 | 6.8 | -7.1 | 1.6e-12 | -0.94 | 0.00 | 0.94 | FALSE |
29 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FES | 0.06 | 0.03 | blup | 46 | 0.05 | 5.6e-06 | 6.8 | -5.2 | 1.7e-07 | -0.81 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FES | 0.10 | 0.07 | enet | 5 | 0.05 | 2.8e-06 | 6.8 | -6.8 | 1.0e-11 | -0.99 | 0.00 | 1.00 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | IQGAP1 | 0.06 | 0.05 | blup | 94 | 0.04 | 2.6e-03 | 4.4 | 5.2 | 2.7e-07 | 0.03 | 0.06 | 0.78 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IQGAP1 | 0.05 | 0.04 | enet | 12 | 0.03 | 1.1e-04 | 5.2 | 5.2 | 1.6e-07 | -0.03 | 0.04 | 0.94 | FALSE |
33 | The Cancer Genome Atlas | Lung Adenocarcinoma | FES | 0.05 | 0.04 | lasso | 2 | 0.04 | 2.2e-05 | 5.8 | -6.7 | 1.9e-11 | -0.90 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FES | 0.08 | 0.07 | enet | 7 | 0.08 | 4.2e-09 | 5.8 | -6.4 | 2.0e-10 | -0.82 | 0.06 | 0.94 | FALSE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IQGAP1 | 0.02 | 0.02 | blup | 94 | 0.02 | 6.2e-03 | 4.6 | 5.5 | 4.5e-08 | 0.02 | 0.04 | 0.67 | FALSE |
36 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | FES | 0.13 | 0.16 | lasso | 2 | 0.14 | 6.1e-10 | 5.8 | -5.9 | 2.9e-09 | -0.71 | 0.49 | 0.51 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FES | 0.12 | 0.09 | lasso | 5 | 0.08 | 4.1e-09 | 5.8 | -6.5 | 1.0e-10 | -0.80 | 0.14 | 0.86 | FALSE |
38 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FES | 0.04 | 0.01 | blup | 46 | 0.02 | 1.7e-02 | 6.7 | -6.0 | 2.3e-09 | -0.78 | 0.01 | 0.69 | FALSE |
39 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | FES | 0.32 | 0.26 | lasso | 2 | 0.25 | 2.0e-09 | 5.8 | -5.9 | 3.0e-09 | -0.72 | 0.30 | 0.69 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | FES | 0.30 | 0.30 | lasso | 7 | 0.32 | 1.3e-31 | 5.8 | -6.7 | 2.4e-11 | -0.84 | 0.58 | 0.42 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | IQGAP1 | 0.06 | 0.04 | blup | 95 | 0.08 | 3.0e-08 | 4.6 | 5.4 | 6.5e-08 | 0.02 | 0.07 | 0.93 | FALSE |