Best TWAS P=7.41e-26 · Best GWAS P=1.01e-46 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 | CEP19 | 0.18 | 0.10 | lasso | 6 | 0.12 | 1.3e-14 | -5.68 | 8.2 | 2.9e-16 | -0.46 | 0.97 | 0.03 | FALSE |
2 | GTEx | Adipose Subcutaneous | PIGX | 0.11 | 0.05 | lasso | 2 | 0.04 | 3.4e-04 | -5.58 | 5.6 | 2.4e-08 | -0.28 | 0.67 | 0.19 | FALSE |
3 | GTEx | Adipose Visceral Omentum | PIGX | 0.25 | 0.08 | lasso | 4 | 0.08 | 7.5e-05 | -5.85 | 5.4 | 5.5e-08 | -0.28 | 0.84 | 0.01 | FALSE |
4 | GTEx | Adipose Visceral Omentum | CEP19 | 0.27 | 0.15 | lasso | 4 | 0.15 | 5.3e-08 | -5.68 | 5.9 | 4.6e-09 | -0.31 | 0.99 | 0.00 | FALSE |
5 | GTEx | Adrenal Gland | PIGX | 0.24 | 0.01 | lasso | 6 | 0.04 | 1.1e-02 | -5.58 | 6.2 | 5.8e-10 | -0.30 | 0.47 | 0.04 | FALSE |
6 | GTEx | Adrenal Gland | CEP19 | 0.24 | 0.17 | lasso | 3 | 0.15 | 4.8e-06 | -5.68 | 6.2 | 5.1e-10 | -0.31 | 0.72 | 0.02 | FALSE |
7 | GTEx | Artery Aorta | PIGX | 0.19 | 0.12 | lasso | 3 | 0.12 | 3.6e-07 | -5.52 | 5.8 | 5.6e-09 | -0.29 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Aorta | CEP19 | 0.17 | 0.09 | lasso | 2 | 0.05 | 8.5e-04 | -5.85 | 5.2 | 2.1e-07 | -0.22 | 0.67 | 0.04 | FALSE |
9 | GTEx | Artery Tibial | CEP19 | 0.11 | 0.07 | lasso | 3 | 0.07 | 5.3e-06 | -5.68 | 6.2 | 7.7e-10 | -0.30 | 0.89 | 0.01 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | CEP19 | 0.31 | 0.18 | lasso | 5 | 0.18 | 8.0e-06 | -6.59 | 6.5 | 1.1e-10 | -0.29 | 0.60 | 0.02 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | CEP19 | 0.33 | 0.00 | enet | 27 | 0.12 | 7.1e-04 | -6.60 | 5.3 | 1.4e-07 | -0.32 | 0.08 | 0.10 | TRUE |
12 | GTEx | Brain Frontal Cortex BA9 | CEP19 | 0.36 | 0.07 | enet | 17 | 0.13 | 3.3e-04 | -6.38 | 8.7 | 3.4e-18 | -0.47 | 0.16 | 0.16 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | CEP19 | 0.30 | 0.12 | lasso | 4 | 0.13 | 4.2e-05 | -5.58 | 5.6 | 2.2e-08 | -0.26 | 0.58 | 0.03 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | PIGX | 0.16 | 0.05 | lasso | 5 | 0.08 | 2.3e-06 | -5.52 | 5.9 | 2.9e-09 | -0.32 | 0.97 | 0.00 | FALSE |
15 | GTEx | Esophagus Muscularis | CEP19 | 0.16 | 0.11 | lasso | 4 | 0.07 | 3.4e-05 | -6.60 | 6.5 | 8.6e-11 | -0.29 | 0.97 | 0.00 | FALSE |
16 | GTEx | Heart Atrial Appendage | CEP19 | 0.19 | 0.08 | lasso | 6 | 0.07 | 5.9e-04 | -6.38 | 6.1 | 1.3e-09 | -0.28 | 0.69 | 0.03 | FALSE |
17 | GTEx | Lung | PIGX | 0.21 | 0.08 | enet | 7 | 0.08 | 1.8e-06 | -6.59 | 6.3 | 2.3e-10 | -0.29 | 0.98 | 0.01 | FALSE |
18 | GTEx | Muscle Skeletal | PIGX | 0.24 | 0.23 | lasso | 3 | 0.25 | 1.1e-24 | -5.52 | 6.0 | 1.5e-09 | -0.35 | 1.00 | 0.00 | FALSE |
19 | GTEx | Nerve Tibial | CEP19 | 0.45 | 0.26 | lasso | 8 | 0.25 | 7.4e-18 | -5.85 | 5.2 | 1.9e-07 | -0.27 | 1.00 | 0.00 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | PIGX | 0.17 | 0.11 | lasso | 3 | 0.13 | 1.7e-07 | -5.52 | 6.0 | 2.2e-09 | -0.28 | 0.99 | 0.00 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | PIGX | 0.13 | 0.10 | lasso | 4 | 0.09 | 4.7e-08 | -5.52 | 5.5 | 5.1e-08 | -0.25 | 0.98 | 0.02 | FALSE |
22 | GTEx | Spleen | CEP19 | 0.51 | 0.20 | lasso | 6 | 0.17 | 3.2e-05 | -5.85 | 5.2 | 2.2e-07 | -0.29 | 0.62 | 0.02 | FALSE |
23 | GTEx | Stomach | PIGX | 0.22 | 0.18 | lasso | 2 | 0.16 | 3.7e-08 | -5.85 | 6.0 | 2.4e-09 | -0.28 | 0.98 | 0.00 | FALSE |
24 | GTEx | Testis | CEP19 | 0.58 | 0.50 | lasso | 2 | 0.50 | 5.6e-25 | -6.41 | 6.4 | 2.0e-10 | -0.30 | 1.00 | 0.00 | FALSE |
25 | GTEx | Thyroid | PIGX | 0.12 | 0.05 | lasso | 3 | 0.04 | 2.3e-04 | -6.60 | 6.3 | 3.1e-10 | -0.28 | 0.82 | 0.04 | FALSE |
26 | GTEx | Thyroid | CEP19 | 0.24 | 0.15 | enet | 24 | 0.19 | 1.4e-14 | -6.59 | 8.7 | 2.3e-18 | -0.45 | 0.99 | 0.01 | FALSE |
27 | GTEx | Whole Blood | CEP19 | 0.10 | 0.09 | lasso | 3 | 0.09 | 8.0e-09 | -6.41 | 5.6 | 2.2e-08 | -0.22 | 1.00 | 0.00 | FALSE |
28 | YFS | Blood | PIGX | 0.07 | 0.04 | bslmm | 441 | 0.04 | 4.0e-14 | -5.59 | 5.2 | 2.3e-07 | -0.18 | 1.00 | 0.00 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C3orf34 | 0.03 | 0.00 | blup | 60 | 0.02 | 6.8e-06 | -5.68 | 10.3 | 8.1e-25 | -0.64 | 0.36 | 0.18 | TRUE |
30 | The Cancer Genome Atlas | Glioblastoma Multiforme | PIGX | 0.19 | 0.10 | lasso | 3 | 0.06 | 7.0e-03 | 5.10 | 5.5 | 4.5e-08 | -0.43 | 0.02 | 0.07 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C3orf34 | 0.08 | 0.14 | lasso | 5 | 0.15 | 2.3e-16 | -5.85 | 6.1 | 8.4e-10 | -0.28 | 1.00 | 0.00 | FALSE |
32 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PIGX | 0.08 | 0.08 | lasso | 4 | 0.08 | 4.5e-09 | -5.57 | 5.8 | 5.6e-09 | -0.30 | 1.00 | 0.00 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C3orf34 | 0.05 | 0.07 | lasso | 1 | 0.06 | 1.1e-07 | -6.41 | 6.4 | 1.4e-10 | -0.30 | 1.00 | 0.00 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C3orf34 | 0.06 | 0.05 | lasso | 2 | 0.02 | 2.8e-02 | -5.68 | 5.8 | 7.6e-09 | -0.30 | 0.16 | 0.03 | TRUE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C3orf34 | 0.07 | 0.09 | lasso | 2 | 0.09 | 1.2e-10 | -5.50 | 5.7 | 1.1e-08 | -0.28 | 1.00 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Lung Adenocarcinoma | C3orf34 | 0.05 | 0.05 | enet | 10 | 0.04 | 1.5e-05 | -6.60 | 5.4 | 7.1e-08 | -0.23 | 0.99 | 0.00 | FALSE |
37 | The Cancer Genome Atlas | Lung Adenocarcinoma | PIGX | 0.07 | 0.07 | lasso | 6 | 0.06 | 6.5e-08 | -6.60 | 5.8 | 7.1e-09 | -0.24 | 1.00 | 0.00 | FALSE |
38 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C3orf34 | 0.04 | 0.04 | lasso | 2 | 0.04 | 2.0e-05 | -6.41 | 5.4 | 5.4e-08 | -0.26 | 0.75 | 0.01 | FALSE |
39 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PAK2 | 0.04 | 0.00 | blup | 82 | 0.00 | 1.1e-01 | 10.80 | -8.4 | 5.8e-17 | 0.57 | 0.02 | 0.25 | TRUE |
40 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PIGX | 0.16 | 0.00 | lasso | 8 | 0.04 | 6.3e-03 | -6.60 | 6.0 | 2.1e-09 | -0.27 | 0.02 | 0.05 | TRUE |
41 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C3orf34 | 0.12 | 0.06 | blup | 59 | 0.06 | 1.6e-03 | 0.87 | 6.4 | 1.9e-10 | -0.33 | 0.04 | 0.06 | TRUE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C3orf34 | 0.05 | 0.06 | enet | 10 | 0.05 | 2.8e-06 | -6.41 | 9.6 | 7.3e-22 | -0.57 | 0.85 | 0.06 | FALSE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PAK2 | 0.03 | 0.00 | blup | 83 | 0.01 | 1.4e-02 | 10.38 | -10.5 | 7.4e-26 | 0.72 | 0.05 | 0.37 | TRUE |
44 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C3orf34 | 0.04 | 0.04 | enet | 9 | 0.02 | 9.2e-03 | 7.45 | 6.5 | 1.1e-10 | -0.35 | 0.03 | 0.21 | TRUE |
45 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C3orf34 | 0.20 | 0.21 | lasso | 5 | 0.23 | 1.5e-08 | -6.60 | 5.8 | 7.9e-09 | -0.22 | 0.96 | 0.00 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | C3orf34 | 0.11 | 0.11 | blup | 59 | 0.12 | 1.4e-11 | -5.59 | 7.5 | 6.6e-14 | -0.40 | 1.00 | 0.00 | TRUE |