Best TWAS P=1.57e-09 · Best GWAS P=1.06e-09 conditioned to 0.143
# | 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 | PPWD1 | 0.16 | 0.18 | lasso | 5 | 0.17 | 6.5e-14 | 5.4 | 5.1 | 2.7e-07 | 0.94 | 0.25 | 0.75 | FALSE |
2 | GTEx | Adrenal Gland | PPWD1 | 0.12 | 0.10 | lasso | 3 | 0.10 | 1.7e-04 | 5.4 | 5.2 | 2.4e-07 | 0.92 | 0.15 | 0.80 | FALSE |
3 | GTEx | Adrenal Gland | TRIM23 | 0.09 | 0.01 | enet | 19 | 0.04 | 1.8e-02 | 5.4 | 5.5 | 3.5e-08 | 0.81 | 0.07 | 0.70 | FALSE |
4 | GTEx | Artery Aorta | PPWD1 | 0.21 | 0.22 | lasso | 4 | 0.20 | 1.7e-11 | 5.4 | 5.8 | 6.7e-09 | 0.95 | 0.27 | 0.73 | FALSE |
5 | GTEx | Artery Aorta | TRIM23 | 0.10 | 0.10 | lasso | 11 | 0.09 | 1.3e-05 | 5.4 | 5.4 | 7.0e-08 | 0.97 | 0.17 | 0.82 | FALSE |
6 | GTEx | Artery Coronary | PPWD1 | 0.23 | 0.05 | enet | 17 | 0.15 | 7.0e-06 | 5.4 | 5.2 | 2.4e-07 | 0.77 | 0.16 | 0.67 | FALSE |
7 | GTEx | Artery Tibial | PPWD1 | 0.16 | 0.18 | lasso | 7 | 0.17 | 2.1e-13 | 5.4 | 5.4 | 6.0e-08 | 0.97 | 0.15 | 0.85 | FALSE |
8 | GTEx | Artery Tibial | TRIM23 | 0.06 | 0.05 | enet | 15 | 0.05 | 4.9e-05 | 5.4 | 5.2 | 1.6e-07 | 0.96 | 0.09 | 0.91 | FALSE |
9 | GTEx | Artery Tibial | CTC-534A2.2 | 0.04 | 0.05 | enet | 4 | 0.01 | 3.1e-02 | 6.0 | -6.0 | 1.6e-09 | -0.91 | 0.03 | 0.87 | TRUE |
10 | GTEx | Brain Putamen basal ganglia | PPWD1 | 0.14 | 0.16 | lasso | 1 | 0.09 | 3.4e-03 | 5.6 | 5.6 | 2.4e-08 | 0.97 | 0.09 | 0.78 | FALSE |
11 | GTEx | Breast Mammary Tissue | PPWD1 | 0.13 | 0.12 | lasso | 6 | 0.10 | 1.0e-05 | 5.3 | 5.3 | 1.0e-07 | 0.94 | 0.13 | 0.87 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | PPWD1 | 0.12 | 0.14 | lasso | 2 | 0.13 | 5.7e-10 | 5.4 | 5.4 | 6.0e-08 | 0.97 | 0.21 | 0.79 | FALSE |
13 | GTEx | Colon Sigmoid | PPWD1 | 0.12 | 0.14 | enet | 12 | 0.09 | 5.0e-04 | 5.3 | 5.4 | 7.9e-08 | 0.96 | 0.06 | 0.92 | FALSE |
14 | GTEx | Colon Transverse | PPWD1 | 0.18 | 0.22 | lasso | 4 | 0.19 | 1.6e-09 | 5.4 | 5.5 | 3.7e-08 | 0.96 | 0.11 | 0.89 | FALSE |
15 | GTEx | Esophagus Mucosa | PPWD1 | 0.11 | 0.08 | lasso | 1 | 0.06 | 5.7e-05 | 5.2 | 5.2 | 1.5e-07 | 0.96 | 0.15 | 0.85 | FALSE |
16 | GTEx | Esophagus Muscularis | PPWD1 | 0.16 | 0.17 | enet | 36 | 0.16 | 4.0e-10 | 5.4 | 5.5 | 3.0e-08 | 0.88 | 0.24 | 0.76 | FALSE |
17 | GTEx | Heart Atrial Appendage | PPWD1 | 0.10 | 0.07 | lasso | 1 | 0.04 | 7.6e-03 | 5.4 | 5.4 | 5.3e-08 | 0.97 | 0.04 | 0.90 | FALSE |
18 | GTEx | Lung | PPWD1 | 0.06 | 0.11 | lasso | 1 | 0.09 | 1.9e-07 | 5.4 | 5.4 | 5.9e-08 | 0.97 | 0.26 | 0.74 | FALSE |
19 | GTEx | Lung | TRIM23 | 0.09 | 0.06 | lasso | 3 | 0.05 | 9.2e-05 | 5.2 | 5.4 | 7.3e-08 | 0.94 | 0.24 | 0.70 | FALSE |
20 | GTEx | Muscle Skeletal | PPWD1 | 0.06 | 0.03 | enet | 18 | 0.05 | 2.3e-05 | 6.0 | 5.3 | 8.6e-08 | 0.84 | 0.07 | 0.93 | FALSE |
21 | GTEx | Nerve Tibial | PPWD1 | 0.28 | 0.37 | lasso | 8 | 0.37 | 5.0e-27 | 5.4 | 5.5 | 3.5e-08 | 0.96 | 0.26 | 0.74 | FALSE |
22 | GTEx | Nerve Tibial | CTC-534A2.2 | 0.05 | 0.08 | lasso | 2 | 0.05 | 1.1e-04 | 6.0 | -5.9 | 2.8e-09 | -0.87 | 0.02 | 0.97 | FALSE |
23 | GTEx | Prostate | CTC-534A2.2 | 0.21 | 0.02 | lasso | 4 | 0.02 | 1.3e-01 | 5.4 | -5.2 | 2.2e-07 | -0.94 | 0.07 | 0.62 | FALSE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | TRIM23 | 0.13 | 0.16 | lasso | 12 | 0.15 | 9.2e-09 | 5.3 | 5.4 | 8.4e-08 | 0.96 | 0.09 | 0.91 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | TRIM23 | 0.10 | 0.08 | lasso | 6 | 0.08 | 2.7e-07 | 5.4 | 5.4 | 6.2e-08 | 0.96 | 0.26 | 0.74 | FALSE |
26 | GTEx | Stomach | PPWD1 | 0.09 | 0.09 | lasso | 5 | 0.08 | 1.2e-04 | 5.4 | 5.3 | 9.3e-08 | 0.96 | 0.11 | 0.83 | FALSE |
27 | GTEx | Testis | TRIM23 | 0.10 | 0.14 | lasso | 8 | 0.13 | 3.0e-06 | 5.4 | 5.4 | 6.0e-08 | 0.97 | 0.25 | 0.73 | FALSE |
28 | GTEx | Thyroid | PPWD1 | 0.15 | 0.24 | lasso | 7 | 0.24 | 1.5e-18 | 5.4 | 5.4 | 5.9e-08 | 0.97 | 0.28 | 0.72 | FALSE |
29 | GTEx | Thyroid | TRIM23 | 0.08 | 0.07 | lasso | 4 | 0.04 | 3.2e-04 | 5.4 | 5.5 | 4.3e-08 | 0.97 | 0.06 | 0.94 | FALSE |
30 | GTEx | Uterus | PPWD1 | 0.33 | 0.21 | lasso | 8 | 0.22 | 3.1e-05 | 5.3 | 5.8 | 5.8e-09 | 0.90 | 0.08 | 0.40 | FALSE |
31 | METSIM | Adipose | CENPK | 0.06 | 0.06 | lasso | 9 | 0.10 | 3.4e-15 | 6.0 | 5.3 | 1.4e-07 | 0.90 | 0.03 | 0.97 | FALSE |
32 | METSIM | Adipose | PPWD1 | 0.08 | 0.14 | enet | 26 | 0.14 | 2.2e-20 | 5.6 | 5.5 | 4.2e-08 | 0.95 | 0.07 | 0.92 | FALSE |
33 | METSIM | Adipose | TRIM23 | 0.06 | 0.08 | lasso | 5 | 0.07 | 7.5e-11 | 6.0 | 5.9 | 4.0e-09 | 1.00 | 0.02 | 0.98 | FALSE |
34 | NTR | Blood | CENPK | 0.04 | 0.08 | lasso | 10 | 0.08 | 1.3e-23 | 6.0 | 5.8 | 4.9e-09 | 1.00 | 0.02 | 0.98 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | PPWD1 | 0.07 | 0.11 | lasso | 10 | 0.10 | 8.1e-13 | 5.5 | 5.4 | 6.6e-08 | 0.95 | 0.12 | 0.88 | FALSE |
36 | ROSMAP | Brain Pre-frontal Cortex | SGTB | 0.22 | 0.20 | enet | 20 | 0.32 | 1.6e-42 | -3.7 | 5.1 | 2.9e-07 | 0.79 | 0.38 | 0.62 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | CTC-534A2.2 | 0.07 | 0.06 | lasso | 5 | 0.05 | 1.5e-06 | 6.0 | -5.7 | 1.1e-08 | -0.80 | 0.01 | 0.99 | FALSE |
38 | YFS | Blood | CENPK | 0.23 | 0.53 | bslmm | 412 | 0.54 | 1.4e-214 | 6.0 | 5.6 | 2.2e-08 | 0.98 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRIM23 | 0.04 | 0.04 | blup | 62 | 0.05 | 4.6e-05 | 5.4 | 5.3 | 1.4e-07 | 0.93 | 0.04 | 0.96 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PPWD1 | 0.01 | 0.01 | blup | 47 | 0.01 | 1.4e-03 | 6.0 | 5.3 | 1.4e-07 | 0.88 | 0.02 | 0.76 | FALSE |
41 | The Cancer Genome Atlas | Esophageal Carcinoma | TRIM23 | 0.15 | 0.07 | lasso | 2 | 0.08 | 1.2e-03 | 5.4 | 5.4 | 5.7e-08 | 0.97 | 0.03 | 0.80 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C5orf44 | 0.02 | 0.03 | lasso | 1 | 0.02 | 4.6e-03 | 5.3 | 5.3 | 1.3e-07 | 0.94 | 0.02 | 0.82 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TRIM23 | 0.03 | 0.05 | blup | 62 | 0.05 | 4.4e-06 | 5.4 | 5.4 | 6.0e-08 | 0.97 | 0.08 | 0.92 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRIM23 | 0.03 | 0.04 | lasso | 2 | 0.04 | 4.1e-05 | 5.4 | 5.5 | 2.9e-08 | 0.97 | 0.02 | 0.98 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PPWD1 | 0.05 | 0.06 | blup | 47 | 0.05 | 7.8e-04 | 5.4 | 5.1 | 3.1e-07 | 0.93 | 0.02 | 0.91 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPWD1 | 0.06 | 0.12 | lasso | 4 | 0.11 | 1.2e-12 | 6.0 | 5.9 | 4.3e-09 | 0.98 | 0.01 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C5orf44 | 0.09 | 0.01 | blup | 57 | 0.02 | 4.2e-02 | -3.1 | 5.3 | 1.1e-07 | 0.89 | 0.02 | 0.49 | FALSE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PPWD1 | 0.03 | 0.03 | blup | 47 | 0.04 | 8.1e-05 | 5.4 | 5.5 | 2.9e-08 | 0.96 | 0.05 | 0.93 | FALSE |