Best TWAS P=4.86e-46 · Best GWAS P=5.43e-41 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 | GTEx | Adipose Subcutaneous | DCAF16 | 0.21 | 0.15 | lasso | 3 | 0.17 | 5.1e-14 | 9.45 | 8.8 | 2.0e-18 | -0.23 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | DCAF16 | 0.19 | 0.06 | enet | 10 | 0.11 | 3.9e-06 | 9.45 | 9.5 | 1.6e-21 | -0.35 | 0.37 | 0.32 | FALSE |
3 | GTEx | Artery Aorta | DCAF16 | 0.10 | 0.01 | enet | 6 | 0.02 | 4.7e-02 | -12.42 | 14.1 | 2.0e-45 | -0.79 | 0.09 | 0.63 | FALSE |
4 | GTEx | Artery Tibial | DCAF16 | 0.16 | 0.16 | lasso | 5 | 0.13 | 1.5e-10 | 9.84 | 11.1 | 1.3e-28 | -0.35 | 1.00 | 0.00 | FALSE |
5 | GTEx | Breast Mammary Tissue | DCAF16 | 0.12 | 0.08 | lasso | 4 | 0.10 | 6.4e-06 | 9.52 | 12.1 | 1.1e-33 | -0.51 | 0.09 | 0.77 | FALSE |
6 | GTEx | Breast Mammary Tissue (Male) | DCAF16 | 0.24 | 0.03 | enet | 18 | -0.01 | 4.4e-01 | -12.50 | 14.2 | 4.9e-46 | -0.75 | 0.03 | 0.66 | TRUE |
7 | GTEx | Breast Mammary Tissue (Female) | DCAF16 | 0.16 | 0.13 | lasso | 2 | 0.06 | 7.8e-03 | 9.45 | 9.3 | 9.7e-21 | -0.26 | 0.06 | 0.10 | FALSE |
8 | GTEx | Esophagus Mucosa | DCAF16 | 0.10 | 0.02 | lasso | 4 | 0.02 | 8.3e-03 | 9.52 | 10.2 | 2.7e-24 | -0.35 | 0.14 | 0.37 | FALSE |
9 | GTEx | Esophagus Muscularis | DCAF16 | 0.16 | 0.14 | lasso | 3 | 0.14 | 9.3e-09 | 9.45 | 9.4 | 8.2e-21 | -0.25 | 0.99 | 0.00 | FALSE |
10 | GTEx | Nerve Tibial | DCAF16 | 0.16 | 0.14 | lasso | 3 | 0.14 | 2.8e-10 | 9.45 | 10.7 | 1.6e-26 | -0.35 | 0.99 | 0.00 | FALSE |
11 | GTEx | Pituitary | DCAF16 | 0.27 | 0.20 | enet | 15 | 0.19 | 1.3e-05 | 9.45 | 8.8 | 9.1e-19 | -0.37 | 0.08 | 0.23 | FALSE |
12 | GTEx | Skin Not Sun Exposed Suprapubic | DCAF16 | 0.16 | 0.08 | lasso | 5 | 0.12 | 4.4e-07 | 8.21 | 9.3 | 1.0e-20 | -0.34 | 0.63 | 0.05 | TRUE |
13 | GTEx | Skin Sun Exposed Lower leg | DCAF16 | 0.14 | 0.12 | enet | 14 | 0.12 | 5.4e-10 | 9.52 | 9.8 | 1.2e-22 | -0.27 | 1.00 | 0.00 | FALSE |
14 | GTEx | Spleen | DCAF16 | 0.35 | 0.02 | lasso | 5 | 0.11 | 8.5e-04 | 9.45 | 13.7 | 9.5e-43 | -0.65 | 0.04 | 0.65 | TRUE |
15 | GTEx | Stomach | DCAF16 | 0.21 | 0.04 | lasso | 6 | 0.02 | 5.6e-02 | 9.85 | 11.1 | 1.2e-28 | -0.24 | 0.19 | 0.05 | FALSE |
16 | GTEx | Thyroid | DCAF16 | 0.11 | 0.02 | lasso | 5 | 0.03 | 2.3e-03 | 9.45 | 13.1 | 4.5e-39 | -0.53 | 0.18 | 0.69 | TRUE |
17 | ROSMAP | Brain Pre-frontal Cortex | DCAF16 | 0.04 | 0.02 | bslmm | 379 | 0.01 | 3.9e-02 | -12.56 | 12.1 | 1.9e-33 | -0.83 | 0.03 | 0.88 | TRUE |
18 | YFS | Blood | DCAF16 | 0.02 | 0.02 | lasso | 1 | 0.01 | 1.1e-04 | 9.84 | 9.8 | 7.4e-23 | -0.25 | 0.84 | 0.03 | FALSE |
19 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NCAPG | 0.03 | 0.04 | enet | 5 | 0.04 | 8.1e-09 | -0.66 | -5.4 | 8.2e-08 | 0.56 | 0.96 | 0.04 | FALSE |
20 | The Cancer Genome Atlas | Colon Adenocarcinoma | NCAPG | 0.08 | 0.04 | blup | 34 | 0.09 | 1.1e-05 | -12.49 | -10.7 | 1.5e-26 | 0.83 | 0.04 | 0.93 | FALSE |
21 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NCAPG | 0.14 | 0.07 | lasso | 3 | 0.07 | 5.2e-08 | -12.56 | -12.2 | 3.4e-34 | 0.83 | 0.91 | 0.09 | TRUE |
22 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DCAF16 | 0.09 | 0.02 | lasso | 3 | 0.04 | 5.2e-05 | 9.84 | 13.9 | 1.1e-43 | -0.63 | 0.02 | 0.94 | FALSE |
23 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NCAPG | 0.02 | 0.03 | lasso | 1 | 0.02 | 9.0e-04 | -12.49 | -12.5 | 7.9e-36 | 0.87 | 0.03 | 0.48 | FALSE |
24 | The Cancer Genome Atlas | Lung Adenocarcinoma | NCAPG | 0.06 | 0.02 | blup | 34 | 0.04 | 1.0e-05 | -12.49 | -7.2 | 5.5e-13 | 0.68 | 0.13 | 0.06 | TRUE |
25 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DCAF16 | 0.04 | 0.04 | blup | 31 | 0.04 | 2.2e-05 | 9.45 | 13.0 | 6.4e-39 | -0.56 | 0.24 | 0.31 | FALSE |
26 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NCAPG | 0.02 | 0.02 | blup | 34 | 0.02 | 3.4e-03 | -12.29 | -11.1 | 1.2e-28 | 0.75 | 0.01 | 0.83 | FALSE |
27 | The Cancer Genome Atlas | Thyroid Carcinoma | DCAF16 | 0.07 | 0.04 | blup | 31 | 0.07 | 4.9e-07 | 9.85 | 13.5 | 3.0e-41 | -0.64 | 0.16 | 0.75 | FALSE |