Best TWAS P=5.29e-11 · Best GWAS P=4.39e-09 conditioned to 0.41
# | 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 | BSPRY | 0.37 | 0.36 | lasso | 9 | 0.43 | 5.4e-57 | 5.9 | -5.8 | 5.3e-09 | -0.93 | 0.00 | 1.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | PRPF4 | 0.17 | 0.13 | lasso | 3 | 0.11 | 2.1e-09 | -5.0 | -5.4 | 7.0e-08 | -0.51 | 0.34 | 0.66 | FALSE |
3 | GTEx | Adipose Visceral Omentum | CDC26 | 0.37 | 0.33 | lasso | 5 | 0.32 | 3.3e-17 | -5.1 | 5.4 | 7.6e-08 | 0.65 | 0.28 | 0.72 | FALSE |
4 | GTEx | Artery Aorta | CDC26 | 0.27 | 0.20 | lasso | 6 | 0.24 | 2.5e-13 | -5.1 | 6.0 | 2.2e-09 | 0.81 | 0.14 | 0.86 | FALSE |
5 | GTEx | Artery Tibial | HDHD3 | 0.50 | 0.25 | enet | 35 | 0.44 | 3.5e-38 | -5.2 | -5.2 | 1.9e-07 | -0.68 | 0.13 | 0.87 | FALSE |
6 | GTEx | Artery Tibial | WDR31 | 0.18 | 0.07 | enet | 10 | 0.10 | 3.3e-08 | -5.6 | -5.6 | 2.4e-08 | -0.63 | 0.02 | 0.97 | FALSE |
7 | GTEx | Brain Cortex | BSPRY | 0.33 | 0.26 | lasso | 3 | 0.34 | 2.8e-10 | 5.9 | -5.9 | 2.8e-09 | -0.96 | 0.00 | 0.99 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | BSPRY | 0.37 | 0.32 | lasso | 8 | 0.30 | 1.5e-08 | 5.9 | -5.5 | 4.2e-08 | -0.98 | 0.00 | 0.99 | FALSE |
9 | GTEx | Breast Mammary Tissue | CDC26 | 0.20 | 0.10 | lasso | 6 | 0.10 | 8.7e-06 | -5.1 | 5.2 | 2.3e-07 | 0.54 | 0.30 | 0.69 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | CDC26 | 0.12 | 0.01 | lasso | 9 | 0.05 | 1.7e-02 | -4.9 | 5.4 | 8.3e-08 | 0.43 | 0.11 | 0.24 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | PRPF4 | 0.23 | 0.24 | lasso | 2 | 0.20 | 5.7e-07 | -5.0 | -5.2 | 2.0e-07 | -0.50 | 0.32 | 0.62 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | CDC26 | 0.40 | 0.34 | enet | 44 | 0.41 | 4.2e-33 | -5.1 | 5.2 | 1.5e-07 | 0.54 | 0.30 | 0.70 | FALSE |
13 | GTEx | Colon Sigmoid | CDC26 | 0.22 | 0.08 | lasso | 4 | 0.05 | 8.5e-03 | -5.1 | 5.3 | 1.4e-07 | 0.58 | 0.17 | 0.40 | FALSE |
14 | GTEx | Heart Atrial Appendage | BSPRY | 0.35 | 0.26 | lasso | 5 | 0.36 | 5.0e-17 | -5.1 | -6.3 | 3.0e-10 | -0.87 | 0.02 | 0.98 | FALSE |
15 | GTEx | Heart Atrial Appendage | HDHD3 | 0.21 | 0.15 | enet | 18 | 0.08 | 1.6e-04 | -5.5 | -6.6 | 5.3e-11 | -0.82 | 0.01 | 0.99 | TRUE |
16 | GTEx | Heart Atrial Appendage | WDR31 | 0.17 | 0.08 | enet | 16 | 0.10 | 3.9e-05 | -5.5 | -6.0 | 2.4e-09 | -0.70 | 0.02 | 0.96 | FALSE |
17 | GTEx | Heart Atrial Appendage | CDC26 | 0.24 | 0.20 | enet | 13 | 0.22 | 3.6e-10 | -5.1 | 5.2 | 2.5e-07 | 0.59 | 0.28 | 0.72 | FALSE |
18 | GTEx | Heart Left Ventricle | BSPRY | 0.34 | 0.28 | enet | 8 | 0.28 | 4.1e-15 | 5.9 | -5.9 | 3.0e-09 | -0.99 | 0.00 | 1.00 | FALSE |
19 | GTEx | Heart Left Ventricle | HDHD3 | 0.24 | 0.18 | lasso | 3 | 0.16 | 5.4e-09 | 5.9 | -5.5 | 3.5e-08 | -0.93 | 0.00 | 1.00 | FALSE |
20 | GTEx | Heart Left Ventricle | ALAD | 0.18 | 0.17 | lasso | 1 | 0.14 | 4.6e-08 | 5.9 | -5.9 | 4.4e-09 | -1.00 | 0.00 | 1.00 | FALSE |
21 | GTEx | Heart Left Ventricle | CDC26 | 0.33 | 0.12 | enet | 22 | 0.19 | 1.8e-10 | -4.9 | 5.8 | 6.7e-09 | 0.67 | 0.38 | 0.62 | FALSE |
22 | GTEx | Lung | BSPRY | 0.18 | 0.17 | enet | 8 | 0.17 | 9.7e-13 | 5.9 | -5.9 | 3.7e-09 | -0.97 | 0.00 | 1.00 | FALSE |
23 | GTEx | Pancreas | BSPRY | 0.38 | 0.41 | lasso | 2 | 0.40 | 3.8e-18 | -5.6 | 5.7 | 1.1e-08 | 0.73 | 0.02 | 0.98 | FALSE |
24 | GTEx | Pancreas | CDC26 | 0.24 | 0.26 | lasso | 3 | 0.22 | 1.1e-09 | -4.7 | 5.3 | 1.1e-07 | 0.69 | 0.23 | 0.77 | FALSE |
25 | GTEx | Pituitary | CDC26 | 0.24 | 0.09 | lasso | 3 | 0.02 | 1.1e-01 | -4.9 | 5.5 | 3.2e-08 | 0.60 | 0.07 | 0.23 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | CDC26 | 0.24 | 0.14 | lasso | 4 | 0.12 | 6.0e-07 | -5.1 | 5.2 | 2.1e-07 | 0.59 | 0.25 | 0.75 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | CDC26 | 0.24 | 0.20 | enet | 13 | 0.25 | 6.8e-21 | -5.1 | 5.2 | 2.6e-07 | 0.55 | 0.30 | 0.69 | FALSE |
28 | GTEx | Small Intestine Terminal Ileum | PRPF4 | 0.50 | 0.30 | enet | 14 | 0.33 | 2.9e-08 | -4.8 | -5.3 | 1.1e-07 | -0.45 | 0.29 | 0.60 | FALSE |
29 | GTEx | Small Intestine Terminal Ileum | CDC26 | 0.41 | 0.20 | lasso | 5 | 0.14 | 5.5e-04 | -5.1 | 5.4 | 8.1e-08 | 0.58 | 0.21 | 0.51 | FALSE |
30 | GTEx | Testis | CDC26 | 0.18 | 0.11 | enet | 9 | 0.14 | 8.7e-07 | -5.1 | 5.3 | 1.0e-07 | 0.56 | 0.31 | 0.68 | FALSE |
31 | GTEx | Thyroid | BSPRY | 0.16 | 0.14 | lasso | 5 | 0.13 | 3.6e-10 | 5.9 | -5.9 | 3.9e-09 | -0.99 | 0.00 | 1.00 | FALSE |
32 | GTEx | Thyroid | CDC26 | 0.24 | 0.19 | lasso | 7 | 0.22 | 7.3e-17 | -4.9 | 5.4 | 7.7e-08 | 0.57 | 0.45 | 0.54 | FALSE |
33 | METSIM | Adipose | CDC26 | 0.08 | 0.08 | lasso | 5 | 0.08 | 2.2e-12 | -5.0 | 5.3 | 1.4e-07 | 0.58 | 0.31 | 0.69 | FALSE |
34 | METSIM | Adipose | PRPF4 | 0.10 | 0.10 | lasso | 8 | 0.08 | 1.4e-12 | -5.1 | -5.3 | 1.4e-07 | -0.51 | 0.22 | 0.77 | FALSE |
35 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CDC26 | 0.10 | 0.07 | enet | 16 | 0.08 | 1.9e-07 | -5.1 | 6.0 | 2.0e-09 | 0.67 | 0.02 | 0.97 | FALSE |
36 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CDC26 | 0.12 | 0.16 | lasso | 6 | 0.14 | 1.5e-07 | -5.1 | 5.3 | 1.4e-07 | 0.44 | 0.04 | 0.96 | FALSE |
37 | The Cancer Genome Atlas | Glioblastoma Multiforme | BSPRY | 0.19 | 0.01 | lasso | 5 | 0.01 | 1.1e-01 | 5.9 | -5.5 | 3.1e-08 | -0.97 | 0.01 | 0.77 | FALSE |
38 | The Cancer Genome Atlas | Glioblastoma Multiforme | CDC26 | 0.20 | 0.20 | blup | 58 | 0.17 | 6.6e-06 | -5.1 | 5.8 | 5.6e-09 | 0.67 | 0.04 | 0.94 | FALSE |
39 | The Cancer Genome Atlas | Glioblastoma Multiforme | HDHD3 | 0.21 | 0.06 | lasso | 4 | 0.11 | 3.4e-04 | 5.9 | -6.2 | 6.2e-10 | -0.94 | 0.01 | 0.88 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PRPF4 | 0.04 | 0.01 | enet | 11 | 0.02 | 2.4e-03 | 2.0 | -5.2 | 2.3e-07 | -0.71 | 0.02 | 0.72 | FALSE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CDC26 | 0.11 | 0.16 | lasso | 5 | 0.15 | 1.4e-15 | -5.0 | 5.1 | 2.9e-07 | 0.58 | 0.03 | 0.96 | FALSE |
42 | The Cancer Genome Atlas | Soft Tissue Sarcoma | HDHD3 | 0.11 | 0.00 | enet | 11 | 0.04 | 1.9e-03 | -5.2 | -5.3 | 1.1e-07 | -0.57 | 0.01 | 0.57 | FALSE |