Best TWAS P=1.07e-15 · Best GWAS P=1.09e-15 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 | GTEx | Adipose Subcutaneous | PCGF2 | 0.14 | 0.12 | lasso | 2 | 0.12 | 6.1e-10 | -6.2 | -6.9 | 4.4e-12 | -0.28 | 0.99 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | PSMB3 | 0.11 | 0.01 | enet | 8 | 0.03 | 2.7e-03 | 6.4 | 5.7 | 1.0e-08 | 0.66 | 0.01 | 0.94 | FALSE |
3 | GTEx | Adipose Subcutaneous | PIP4K2B | 0.15 | 0.07 | lasso | 5 | 0.07 | 2.2e-06 | 8.0 | 7.7 | 1.5e-14 | 0.95 | 0.00 | 1.00 | FALSE |
4 | GTEx | Adrenal Gland | PCGF2 | 0.34 | 0.09 | lasso | 6 | 0.11 | 8.5e-05 | -6.2 | -6.4 | 1.6e-10 | -0.35 | 0.08 | 0.62 | FALSE |
5 | GTEx | Artery Aorta | PCGF2 | 0.51 | 0.32 | enet | 27 | 0.37 | 1.2e-21 | -6.2 | -6.4 | 2.0e-10 | -0.31 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Aorta | PSMB3 | 0.23 | 0.17 | enet | 26 | 0.22 | 2.1e-12 | 8.0 | 7.0 | 3.3e-12 | 0.84 | 0.00 | 1.00 | FALSE |
7 | GTEx | Artery Tibial | PCGF2 | 0.38 | 0.27 | lasso | 8 | 0.31 | 4.3e-25 | -6.2 | -6.9 | 4.2e-12 | -0.32 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Tibial | PSMB3 | 0.10 | 0.02 | enet | 12 | 0.03 | 1.2e-03 | 8.0 | 6.5 | 1.0e-10 | 0.73 | 0.00 | 0.99 | FALSE |
9 | GTEx | Artery Tibial | PIP4K2B | 0.37 | 0.16 | enet | 49 | 0.22 | 2.1e-17 | 8.0 | 6.3 | 3.1e-10 | 0.76 | 0.00 | 1.00 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | PCGF2 | 0.34 | 0.28 | lasso | 4 | 0.30 | 3.2e-23 | -6.2 | -5.7 | 1.1e-08 | -0.21 | 1.00 | 0.00 | FALSE |
11 | GTEx | Colon Transverse | PCGF2 | 0.29 | 0.21 | lasso | 5 | 0.20 | 6.2e-10 | -6.2 | -6.4 | 1.3e-10 | -0.21 | 0.98 | 0.01 | TRUE |
12 | GTEx | Esophagus Mucosa | PCGF2 | 0.32 | 0.24 | lasso | 7 | 0.23 | 1.8e-15 | -6.2 | -6.5 | 6.0e-11 | -0.25 | 1.00 | 0.00 | FALSE |
13 | GTEx | Esophagus Muscularis | PCGF2 | 0.21 | 0.15 | lasso | 8 | 0.13 | 3.3e-08 | -6.2 | -6.3 | 3.2e-10 | -0.20 | 0.96 | 0.02 | FALSE |
14 | GTEx | Heart Atrial Appendage | PCGF2 | 0.18 | 0.13 | lasso | 3 | 0.09 | 6.1e-05 | -6.2 | -6.1 | 9.8e-10 | -0.18 | 0.29 | 0.07 | FALSE |
15 | GTEx | Lung | PCGF2 | 0.25 | 0.17 | lasso | 7 | 0.17 | 4.8e-13 | -6.2 | -5.8 | 5.6e-09 | -0.18 | 1.00 | 0.00 | FALSE |
16 | GTEx | Nerve Tibial | PCGF2 | 0.20 | 0.07 | lasso | 4 | 0.13 | 3.1e-09 | 3.1 | -5.7 | 1.5e-08 | -0.30 | 0.71 | 0.12 | TRUE |
17 | GTEx | Pancreas | PCGF2 | 0.29 | 0.12 | lasso | 5 | 0.07 | 5.3e-04 | -6.2 | -7.0 | 3.1e-12 | -0.33 | 0.08 | 0.19 | FALSE |
18 | GTEx | Skin Not Sun Exposed Suprapubic | PCGF2 | 0.39 | 0.23 | lasso | 4 | 0.21 | 6.9e-12 | -6.2 | -6.3 | 3.8e-10 | -0.20 | 1.00 | 0.00 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | PCGF2 | 0.36 | 0.30 | lasso | 7 | 0.32 | 1.3e-26 | -6.2 | -5.8 | 7.6e-09 | -0.17 | 1.00 | 0.00 | FALSE |
20 | GTEx | Testis | PSMB3 | 0.30 | 0.24 | lasso | 4 | 0.21 | 8.9e-10 | 8.0 | 8.0 | 1.1e-15 | 1.00 | 0.00 | 1.00 | TRUE |
21 | METSIM | Adipose | PIP4K2B | 0.06 | 0.01 | blup | 360 | 0.02 | 7.0e-04 | 5.1 | 5.2 | 2.3e-07 | 0.50 | 0.01 | 0.98 | FALSE |
22 | NTR | Blood | PIP4K2B | 0.02 | 0.01 | lasso | 3 | 0.01 | 6.4e-04 | 8.0 | -7.2 | 5.5e-13 | -0.97 | 0.00 | 0.99 | FALSE |
23 | YFS | Blood | PCGF2 | 0.03 | 0.02 | enet | 7 | 0.03 | 2.1e-11 | -6.2 | -6.9 | 5.0e-12 | -0.31 | 0.72 | 0.26 | FALSE |
24 | YFS | Blood | PSMB3 | 0.14 | 0.11 | enet | 31 | 0.16 | 7.2e-49 | 7.9 | 6.5 | 6.3e-11 | 0.81 | 0.00 | 1.00 | FALSE |
25 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PCGF2 | 0.14 | 0.06 | blup | 35 | 0.11 | 1.1e-09 | -4.0 | -5.9 | 4.3e-09 | -0.37 | 0.99 | 0.00 | FALSE |
26 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PSMB3 | 0.04 | 0.00 | blup | 37 | 0.02 | 6.7e-03 | 5.1 | 6.7 | 1.8e-11 | 0.72 | 0.01 | 0.67 | FALSE |
27 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PCGF2 | 0.06 | 0.06 | blup | 37 | 0.05 | 4.4e-11 | -6.2 | -6.2 | 7.0e-10 | -0.38 | 1.00 | 0.00 | TRUE |
28 | The Cancer Genome Atlas | Colon Adenocarcinoma | PCGF2 | 0.23 | 0.23 | lasso | 3 | 0.22 | 9.8e-13 | -6.2 | -6.7 | 2.4e-11 | -0.24 | 1.00 | 0.00 | FALSE |
29 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PIP4K2B | 0.04 | 0.01 | blup | 56 | 0.03 | 6.3e-04 | 7.9 | 7.9 | 2.8e-15 | 0.83 | 0.00 | 0.93 | TRUE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMB3 | 0.14 | 0.05 | blup | 42 | 0.05 | 8.9e-07 | 7.9 | 5.7 | 9.7e-09 | 0.70 | 0.00 | 1.00 | FALSE |
31 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PCGF2 | 0.11 | 0.00 | blup | 37 | 0.03 | 1.0e-02 | 4.8 | -5.4 | 5.9e-08 | -0.44 | 0.01 | 0.06 | FALSE |
32 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CISD3 | 0.11 | 0.06 | blup | 33 | 0.04 | 1.9e-03 | -4.0 | 5.2 | 1.8e-07 | 0.25 | 0.12 | 0.11 | FALSE |
33 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PCGF2 | 0.08 | 0.00 | blup | 37 | 0.01 | 3.8e-02 | -2.4 | -5.4 | 5.3e-08 | -0.33 | 0.02 | 0.06 | FALSE |
34 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PCGF2 | 0.28 | 0.16 | lasso | 4 | 0.13 | 3.4e-06 | -6.2 | -7.5 | 7.6e-14 | -0.39 | 0.46 | 0.14 | FALSE |
35 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PCGF2 | 0.18 | 0.14 | lasso | 4 | 0.16 | 2.4e-16 | -6.2 | -7.6 | 2.9e-14 | -0.39 | 1.00 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PIP4K2B | 0.05 | 0.04 | blup | 56 | 0.05 | 5.3e-06 | 7.6 | 7.4 | 1.0e-13 | 0.86 | 0.00 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMB3 | 0.11 | 0.07 | blup | 42 | 0.07 | 9.4e-08 | 8.0 | 5.6 | 2.6e-08 | 0.77 | 0.00 | 1.00 | FALSE |
38 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PCGF2 | 0.18 | 0.05 | blup | 36 | 0.11 | 7.3e-07 | -2.8 | -7.1 | 1.6e-12 | -0.56 | 0.08 | 0.85 | FALSE |
39 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PCGF2 | 0.14 | 0.04 | enet | 8 | 0.16 | 6.8e-12 | 3.1 | -6.4 | 1.5e-10 | -0.41 | 0.90 | 0.03 | FALSE |
40 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PSMB3 | 0.12 | 0.09 | lasso | 3 | 0.06 | 3.0e-03 | 7.9 | 7.9 | 2.1e-15 | 0.97 | 0.00 | 0.94 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | PSMB3 | 0.05 | 0.06 | lasso | 1 | 0.05 | 2.4e-05 | 8.0 | 8.0 | 1.1e-15 | 1.00 | 0.00 | 1.00 | FALSE |