Best TWAS P=3.22e-15 · Best GWAS P=3.63e-22 conditioned to 0.582
# | 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 | HECTD4 | 0.06 | 0.00 | enet | 15 | 0.02 | 1.0e-02 | 3.19 | -6.2 | 4.6e-10 | 0.65 | 0.06 | 0.84 | FALSE |
2 | GTEx | Adrenal Gland | PPTC7 | 0.13 | -0.01 | lasso | 6 | 0.00 | 3.4e-01 | 5.67 | 6.8 | 1.4e-11 | -0.26 | 0.04 | 0.14 | FALSE |
3 | GTEx | Artery Tibial | VPS29 | 0.05 | 0.03 | lasso | 3 | 0.02 | 5.9e-03 | 6.16 | 6.2 | 7.5e-10 | -0.11 | 0.08 | 0.69 | FALSE |
4 | GTEx | Artery Tibial | HECTD4 | 0.05 | 0.02 | lasso | 3 | 0.01 | 3.1e-02 | -8.13 | -7.9 | 3.2e-15 | 0.78 | 0.02 | 0.92 | TRUE |
5 | GTEx | Breast Mammary Tissue (Male) | RP3-462E2.3 | 0.12 | 0.03 | lasso | 7 | 0.04 | 4.0e-02 | 3.60 | 5.2 | 2.5e-07 | -0.39 | 0.02 | 0.06 | FALSE |
6 | GTEx | Breast Mammary Tissue (Female) | VPS29 | 0.10 | -0.01 | lasso | 2 | 0.02 | 1.0e-01 | -5.42 | 6.9 | 5.3e-12 | -0.34 | 0.03 | 0.17 | TRUE |
7 | GTEx | Cells EBV-transformed lymphocytes | ARPC3 | 0.13 | 0.09 | lasso | 4 | 0.04 | 2.0e-02 | 5.59 | -5.6 | 2.4e-08 | 0.04 | 0.12 | 0.20 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | VPS29 | 0.09 | 0.13 | lasso | 3 | 0.13 | 9.8e-10 | 6.16 | 5.9 | 3.9e-09 | -0.09 | 0.06 | 0.94 | FALSE |
9 | GTEx | Colon Transverse | FAM109A | 0.21 | 0.00 | lasso | 4 | 0.01 | 1.3e-01 | 5.45 | -6.1 | 8.7e-10 | 0.41 | 0.06 | 0.06 | FALSE |
10 | GTEx | Esophagus Mucosa | VPS29 | 0.14 | 0.13 | lasso | 6 | 0.13 | 3.0e-09 | 5.32 | 5.6 | 2.1e-08 | -0.07 | 0.16 | 0.84 | FALSE |
11 | GTEx | Esophagus Muscularis | VPS29 | 0.08 | 0.04 | lasso | 4 | 0.03 | 9.0e-03 | 5.37 | 5.4 | 7.9e-08 | -0.07 | 0.15 | 0.53 | FALSE |
12 | GTEx | Heart Left Ventricle | ADAM1A | 0.20 | 0.07 | enet | 22 | 0.10 | 4.3e-06 | 0.62 | 5.3 | 1.4e-07 | -0.34 | 0.35 | 0.15 | FALSE |
13 | GTEx | Lung | GPN3 | 0.08 | 0.08 | enet | 8 | 0.07 | 1.0e-05 | 4.71 | -5.1 | 2.7e-07 | 0.06 | 0.78 | 0.20 | FALSE |
14 | GTEx | Muscle Skeletal | VPS29 | 0.06 | 0.06 | lasso | 3 | 0.05 | 4.3e-06 | 6.16 | 6.1 | 1.3e-09 | -0.09 | 0.06 | 0.94 | FALSE |
15 | GTEx | Muscle Skeletal | IFT81 | 0.08 | 0.08 | lasso | 5 | 0.07 | 1.7e-07 | 5.61 | 5.7 | 1.0e-08 | -0.04 | 0.06 | 0.94 | FALSE |
16 | GTEx | Muscle Skeletal | ANAPC7 | 0.08 | 0.01 | lasso | 3 | 0.00 | 1.1e-01 | 5.23 | 5.9 | 4.2e-09 | -0.07 | 0.03 | 0.77 | FALSE |
17 | GTEx | Nerve Tibial | VPS29 | 0.05 | 0.01 | lasso | 4 | 0.00 | 2.5e-01 | 5.67 | 5.1 | 2.8e-07 | -0.04 | 0.08 | 0.26 | FALSE |
18 | GTEx | Nerve Tibial | HECTD4 | 0.05 | 0.01 | enet | 6 | 0.01 | 3.6e-02 | 5.31 | -5.4 | 7.6e-08 | 0.41 | 0.22 | 0.46 | FALSE |
19 | GTEx | Skin Not Sun Exposed Suprapubic | VPS29 | 0.06 | 0.01 | lasso | 3 | 0.01 | 6.9e-02 | 5.62 | 6.2 | 4.9e-10 | -0.07 | 0.08 | 0.33 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | ARPC3 | 0.13 | 0.15 | lasso | 3 | 0.15 | 1.9e-12 | 5.64 | -5.6 | 1.7e-08 | 0.05 | 0.39 | 0.61 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | VPS29 | 0.05 | 0.04 | lasso | 6 | 0.03 | 1.0e-03 | 4.80 | 5.5 | 3.8e-08 | -0.10 | 0.14 | 0.60 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | ALDH2 | 0.10 | 0.09 | enet | 13 | 0.13 | 6.7e-11 | 2.95 | -6.0 | 2.6e-09 | 0.62 | 0.92 | 0.08 | FALSE |
23 | GTEx | Spleen | VPS29 | 0.24 | 0.01 | enet | 14 | 0.04 | 2.9e-02 | 4.69 | 5.2 | 2.0e-07 | -0.02 | 0.08 | 0.15 | FALSE |
24 | GTEx | Testis | ARPC3 | 0.16 | 0.16 | lasso | 3 | 0.14 | 7.5e-07 | 5.64 | -5.6 | 1.7e-08 | 0.05 | 0.38 | 0.61 | FALSE |
25 | GTEx | Thyroid | BRAP | 0.07 | 0.02 | lasso | 7 | 0.03 | 1.1e-03 | 3.00 | 5.1 | 2.6e-07 | -0.54 | 0.36 | 0.41 | FALSE |
26 | GTEx | Thyroid | VPS29 | 0.07 | 0.01 | lasso | 5 | 0.01 | 8.9e-02 | 5.67 | 6.0 | 1.9e-09 | -0.11 | 0.06 | 0.43 | FALSE |
27 | GTEx | Whole Blood | GPN3 | 0.19 | 0.20 | lasso | 4 | 0.19 | 1.9e-17 | 5.67 | -5.8 | 6.9e-09 | 0.10 | 0.20 | 0.80 | FALSE |
28 | METSIM | Adipose | GPN3 | 0.05 | 0.04 | enet | 17 | 0.04 | 1.1e-06 | 5.60 | -5.3 | 1.3e-07 | 0.01 | 0.30 | 0.70 | FALSE |
29 | NTR | Blood | ALDH2 | 0.06 | 0.01 | blup | 222 | 0.02 | 4.3e-08 | 3.75 | 5.8 | 5.2e-09 | -0.43 | 0.94 | 0.06 | FALSE |
30 | NTR | Blood | GPN3 | 0.03 | 0.01 | blup | 236 | 0.02 | 2.7e-06 | 5.23 | -6.5 | 9.8e-11 | 0.12 | 0.35 | 0.64 | FALSE |
31 | YFS | Blood | GLTP | 0.05 | 0.01 | enet | 14 | 0.04 | 1.5e-13 | 4.50 | 5.7 | 1.5e-08 | -0.08 | 0.02 | 0.98 | FALSE |
32 | YFS | Blood | SH2B3 | 0.05 | 0.01 | enet | 22 | 0.02 | 3.3e-07 | 3.00 | -6.3 | 4.0e-10 | 0.64 | 0.70 | 0.30 | FALSE |
33 | YFS | Blood | TRAFD1 | 0.04 | 0.02 | lasso | 2 | 0.01 | 2.9e-05 | -4.51 | -5.6 | 1.8e-08 | 0.55 | 0.09 | 0.85 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | VPS29 | 0.02 | 0.02 | lasso | 5 | 0.03 | 4.6e-06 | 5.67 | 6.1 | 1.4e-09 | -0.07 | 0.00 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | VPS29 | 0.08 | 0.06 | lasso | 5 | 0.07 | 2.0e-08 | 5.67 | 5.5 | 4.2e-08 | -0.10 | 0.00 | 1.00 | FALSE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ACAD10 | 0.02 | 0.02 | lasso | 3 | 0.01 | 7.0e-03 | 5.53 | 5.5 | 3.5e-08 | -0.50 | 0.01 | 0.90 | FALSE |
37 | The Cancer Genome Atlas | Brain Lower Grade Glioma | VPS29 | 0.06 | 0.06 | enet | 7 | 0.06 | 2.1e-07 | 5.80 | 6.0 | 2.7e-09 | -0.06 | 0.00 | 1.00 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CUX2 | 0.08 | 0.01 | blup | 95 | 0.02 | 1.3e-03 | 4.89 | 6.4 | 2.0e-10 | -0.15 | 0.17 | 0.03 | TRUE |
39 | The Cancer Genome Atlas | Thyroid Carcinoma | RAD9B | 0.10 | 0.06 | enet | 5 | 0.06 | 1.2e-06 | 5.64 | 5.6 | 1.8e-08 | -0.05 | 0.03 | 0.97 | FALSE |