Best TWAS P=4.4e-16 · Best GWAS P=3.63e-17 conditioned to NaN
# | 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 | AAGAB | 0.06 | 0.05 | enet | 11 | 0.05 | 3.2e-07 | -7.3 | -7.1 | 1.5e-12 | 0.93 | 0.02 | 0.98 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | IQCH | 0.13 | 0.11 | bslmm | 597 | 0.10 | 5.9e-12 | -8.3 | 7.9 | 4.0e-15 | -0.84 | 0.04 | 0.96 | TRUE |
3 | GTEx | Adipose Subcutaneous | MAP2K5 | 0.14 | 0.18 | lasso | 4 | 0.18 | 1.0e-14 | -5.5 | 5.6 | 2.5e-08 | -0.65 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | MAP2K5 | 0.07 | 0.08 | lasso | 3 | 0.05 | 1.0e-03 | -5.6 | 5.5 | 4.0e-08 | -0.66 | 0.42 | 0.32 | FALSE |
5 | GTEx | Artery Aorta | PIAS1 | 0.26 | 0.12 | enet | 22 | 0.10 | 3.4e-06 | -6.0 | 5.6 | 1.7e-08 | -0.12 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Aorta | MAP2K5 | 0.06 | 0.05 | enet | 6 | 0.05 | 7.7e-04 | -5.6 | 5.2 | 1.7e-07 | -0.66 | 0.25 | 0.61 | FALSE |
7 | GTEx | Artery Tibial | PIAS1 | 0.14 | 0.02 | enet | 26 | 0.08 | 1.6e-06 | -2.5 | 5.5 | 3.6e-08 | -0.15 | 0.16 | 0.82 | FALSE |
8 | GTEx | Artery Tibial | MAP2K5 | 0.15 | 0.18 | lasso | 3 | 0.18 | 6.3e-14 | -5.6 | 5.8 | 8.2e-09 | -0.67 | 1.00 | 0.00 | FALSE |
9 | GTEx | Brain Cerebellum | MAP2K5 | 0.27 | 0.12 | lasso | 5 | 0.14 | 7.9e-05 | -8.4 | 8.1 | 4.4e-16 | -0.92 | 0.03 | 0.94 | TRUE |
10 | GTEx | Brain Hippocampus | IQCH-AS1 | 0.20 | 0.08 | enet | 11 | 0.05 | 2.2e-02 | 4.4 | -5.2 | 2.2e-07 | 0.42 | 0.14 | 0.23 | FALSE |
11 | GTEx | Esophagus Muscularis | MAP2K5 | 0.24 | 0.14 | lasso | 4 | 0.13 | 2.1e-08 | -5.6 | 6.0 | 2.4e-09 | -0.69 | 0.38 | 0.62 | FALSE |
12 | GTEx | Heart Atrial Appendage | MAP2K5 | 0.16 | 0.08 | lasso | 5 | 0.16 | 1.3e-07 | -5.5 | 5.3 | 9.9e-08 | -0.58 | 0.75 | 0.23 | FALSE |
13 | GTEx | Heart Left Ventricle | MAP2K5 | 0.10 | 0.10 | lasso | 3 | 0.10 | 9.4e-06 | -5.5 | 5.4 | 8.0e-08 | -0.64 | 0.59 | 0.35 | FALSE |
14 | GTEx | Muscle Skeletal | MAP2K5 | 0.08 | 0.03 | lasso | 6 | 0.05 | 1.9e-05 | 4.7 | 5.2 | 1.6e-07 | -0.52 | 0.97 | 0.02 | FALSE |
15 | GTEx | Nerve Tibial | PIAS1 | 0.20 | 0.10 | lasso | 8 | 0.14 | 3.0e-10 | -5.7 | 5.7 | 1.3e-08 | -0.17 | 0.03 | 0.97 | TRUE |
16 | GTEx | Nerve Tibial | MAP2K5 | 0.19 | 0.21 | lasso | 2 | 0.20 | 3.3e-14 | -5.6 | 5.6 | 2.7e-08 | -0.64 | 1.00 | 0.00 | FALSE |
17 | GTEx | Ovary | MAP2K5 | 0.19 | 0.24 | lasso | 3 | 0.21 | 8.3e-06 | -5.5 | 6.0 | 2.5e-09 | -0.69 | 0.13 | 0.69 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | MAP2K5 | 0.13 | 0.06 | lasso | 4 | 0.09 | 4.4e-08 | 4.7 | 5.8 | 6.4e-09 | -0.56 | 0.87 | 0.12 | FALSE |
19 | GTEx | Thyroid | MAP2K5 | 0.11 | 0.16 | lasso | 4 | 0.15 | 9.6e-12 | -5.5 | 5.8 | 8.3e-09 | -0.67 | 0.98 | 0.02 | FALSE |
20 | NTR | Blood | MAP2K5 | 0.02 | 0.00 | enet | 13 | 0.01 | 5.7e-04 | -5.7 | 5.2 | 1.6e-07 | -0.61 | 0.16 | 0.81 | FALSE |
21 | YFS | Blood | MAP2K5 | 0.05 | 0.07 | lasso | 4 | 0.07 | 1.2e-21 | -5.5 | 5.4 | 5.1e-08 | -0.64 | 1.00 | 0.00 | FALSE |
22 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | IQCH | 0.13 | 0.07 | blup | 112 | 0.10 | 5.2e-09 | -5.5 | 7.1 | 9.8e-13 | -0.70 | 0.07 | 0.93 | FALSE |
23 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IQCH | 0.06 | 0.05 | blup | 112 | 0.06 | 5.2e-12 | -8.4 | 8.0 | 1.1e-15 | -0.87 | 0.02 | 0.98 | FALSE |
24 | The Cancer Genome Atlas | Colon Adenocarcinoma | IQCH | 0.08 | 0.02 | blup | 111 | 0.05 | 4.2e-04 | -5.3 | 7.5 | 4.9e-14 | -0.84 | 0.06 | 0.88 | TRUE |
25 | The Cancer Genome Atlas | Glioblastoma Multiforme | IQCH | 0.19 | 0.14 | enet | 21 | 0.12 | 2.4e-04 | -5.3 | 6.8 | 8.4e-12 | -0.73 | 0.12 | 0.77 | FALSE |
26 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IQCH | 0.06 | 0.04 | blup | 111 | 0.03 | 1.0e-04 | -5.3 | 6.5 | 6.5e-11 | -0.66 | 0.12 | 0.77 | FALSE |
27 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IQCH | 0.12 | 0.10 | enet | 22 | 0.12 | 4.0e-13 | -5.5 | 6.1 | 1.4e-09 | -0.63 | 0.99 | 0.01 | TRUE |
28 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IQCH | 0.05 | 0.04 | blup | 111 | 0.04 | 7.7e-06 | -5.5 | 6.9 | 4.2e-12 | -0.70 | 0.10 | 0.88 | FALSE |
29 | The Cancer Genome Atlas | Lung Adenocarcinoma | MAP2K5 | 0.04 | 0.04 | lasso | 3 | 0.03 | 8.7e-05 | -5.6 | 5.5 | 3.6e-08 | -0.64 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Lung Adenocarcinoma | SMAD3 | 0.06 | 0.06 | lasso | 2 | 0.06 | 2.5e-07 | -4.9 | -5.2 | 1.7e-07 | 0.11 | 0.93 | 0.01 | TRUE |
31 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IQCH | 0.04 | 0.02 | enet | 6 | 0.03 | 1.6e-04 | -5.6 | 6.3 | 2.8e-10 | -0.81 | 0.03 | 0.94 | TRUE |
32 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | IQCH | 0.11 | 0.10 | blup | 112 | 0.10 | 2.3e-07 | -4.5 | 7.1 | 1.6e-12 | -0.79 | 0.21 | 0.78 | FALSE |
33 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | IQCH | 0.35 | 0.04 | blup | 112 | 0.12 | 1.5e-05 | -5.5 | 6.9 | 4.5e-12 | -0.76 | 0.05 | 0.90 | FALSE |
34 | The Cancer Genome Atlas | Soft Tissue Sarcoma | IQCH | 0.08 | 0.09 | enet | 8 | 0.08 | 2.3e-05 | -5.3 | 5.5 | 4.0e-08 | -0.47 | 0.64 | 0.13 | FALSE |
35 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IQCH | 0.08 | 0.03 | blup | 111 | 0.04 | 9.2e-04 | -5.5 | 6.9 | 4.9e-12 | -0.72 | 0.04 | 0.65 | TRUE |
36 | The Cancer Genome Atlas | Thyroid Carcinoma | IQCH | 0.15 | 0.17 | enet | 19 | 0.17 | 1.3e-16 | -5.5 | 6.3 | 2.2e-10 | -0.67 | 1.00 | 0.00 | FALSE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP2K5 | 0.10 | 0.06 | lasso | 5 | 0.04 | 6.1e-05 | -5.4 | 5.3 | 1.5e-07 | -0.63 | 0.01 | 0.99 | FALSE |