Best TWAS P=2.53e-10 · Best GWAS P=6.28e-11 conditioned to 0.586
# | 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 | KIF3A | 0.08 | 0.07 | lasso | 3 | 0.07 | 1.2e-06 | 5.3 | -5.5 | 3.9e-08 | 0.25 | 0.78 | 0.18 | FALSE |
2 | GTEx | Artery Aorta | P4HA2 | 0.12 | 0.14 | lasso | 2 | 0.11 | 1.2e-06 | -5.2 | -5.2 | 2.4e-07 | 0.66 | 0.85 | 0.12 | FALSE |
3 | GTEx | Artery Aorta | KIF3A | 0.13 | 0.07 | enet | 7 | 0.07 | 6.3e-05 | 4.9 | -5.5 | 4.5e-08 | 0.24 | 0.81 | 0.13 | TRUE |
4 | GTEx | Artery Aorta | P4HA2-AS1 | 0.08 | 0.03 | lasso | 3 | 0.01 | 6.6e-02 | -5.1 | -5.1 | 2.9e-07 | 0.67 | 0.40 | 0.19 | FALSE |
5 | GTEx | Artery Tibial | P4HA2 | 0.12 | 0.15 | lasso | 6 | 0.14 | 3.2e-11 | -5.0 | -5.3 | 1.3e-07 | 0.67 | 0.90 | 0.10 | FALSE |
6 | GTEx | Artery Tibial | KIF3A | 0.11 | 0.08 | lasso | 5 | 0.09 | 3.2e-07 | 5.2 | -5.8 | 6.2e-09 | 0.26 | 0.85 | 0.13 | FALSE |
7 | GTEx | Artery Tibial | SLC22A5 | 0.18 | 0.12 | enet | 8 | 0.12 | 2.5e-09 | -5.5 | 5.8 | 6.2e-09 | -0.72 | 0.26 | 0.74 | FALSE |
8 | GTEx | Brain Hippocampus | AC034220.3 | 0.21 | 0.15 | lasso | 14 | 0.18 | 5.8e-05 | 4.3 | -5.2 | 1.9e-07 | 0.66 | 0.43 | 0.21 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | SLC22A5 | 0.37 | 0.05 | lasso | 13 | 0.10 | 2.8e-04 | -5.9 | 6.1 | 8.2e-10 | -0.66 | 0.21 | 0.58 | TRUE |
10 | GTEx | Cells Transformed fibroblasts | KIF3A | 0.15 | 0.16 | enet | 7 | 0.15 | 2.6e-11 | 4.8 | -5.3 | 1.4e-07 | 0.23 | 0.96 | 0.04 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | SEPT8 | 0.15 | 0.12 | lasso | 4 | 0.11 | 6.9e-09 | 5.1 | -5.3 | 1.1e-07 | 0.22 | 0.87 | 0.12 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | SLC22A5 | 0.32 | 0.28 | lasso | 7 | 0.35 | 1.6e-27 | 4.4 | 5.4 | 6.7e-08 | -0.68 | 0.74 | 0.26 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | UQCRQ | 0.21 | 0.01 | enet | 30 | 0.04 | 2.0e-02 | 5.2 | 5.6 | 1.7e-08 | -0.41 | 0.07 | 0.31 | FALSE |
14 | GTEx | Esophagus Mucosa | SLC22A5 | 0.16 | 0.16 | enet | 8 | 0.16 | 6.3e-11 | -5.9 | 5.7 | 1.1e-08 | -0.73 | 0.23 | 0.77 | FALSE |
15 | GTEx | Esophagus Muscularis | KIF3A | 0.31 | 0.17 | lasso | 5 | 0.20 | 2.2e-12 | 4.8 | -5.2 | 1.7e-07 | 0.23 | 0.93 | 0.07 | FALSE |
16 | GTEx | Lung | SLC22A5 | 0.10 | 0.15 | enet | 11 | 0.13 | 3.4e-10 | -5.9 | 5.5 | 2.8e-08 | -0.74 | 0.22 | 0.78 | FALSE |
17 | GTEx | Lung | AC004041.2 | 0.13 | 0.08 | lasso | 9 | 0.08 | 8.8e-07 | 5.5 | 5.3 | 9.6e-08 | -0.51 | 0.56 | 0.42 | FALSE |
18 | GTEx | Nerve Tibial | KIF3A | 0.23 | 0.17 | lasso | 5 | 0.15 | 5.3e-11 | 4.8 | -5.1 | 2.8e-07 | 0.24 | 0.97 | 0.03 | FALSE |
19 | GTEx | Ovary | PDLIM4 | 0.25 | 0.22 | enet | 10 | 0.05 | 2.1e-02 | 3.6 | -5.6 | 2.6e-08 | 0.54 | 0.31 | 0.30 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | PDLIM4 | 0.13 | 0.08 | lasso | 2 | 0.06 | 2.6e-04 | -5.9 | 5.2 | 2.5e-07 | -0.68 | 0.31 | 0.47 | FALSE |
21 | GTEx | Skin Not Sun Exposed Suprapubic | SEPT8 | 0.15 | 0.17 | lasso | 2 | 0.17 | 1.4e-09 | 4.8 | 5.3 | 1.4e-07 | -0.23 | 0.93 | 0.06 | FALSE |
22 | GTEx | Skin Not Sun Exposed Suprapubic | SLC22A4 | 0.13 | 0.00 | lasso | 4 | 0.01 | 7.1e-02 | 6.0 | 6.0 | 1.7e-09 | -0.63 | 0.14 | 0.17 | FALSE |
23 | GTEx | Skin Sun Exposed Lower leg | PDLIM4 | 0.09 | 0.08 | lasso | 8 | 0.09 | 1.0e-07 | -5.2 | 5.1 | 3.0e-07 | -0.71 | 0.44 | 0.56 | FALSE |
24 | GTEx | Skin Sun Exposed Lower leg | KIF3A | 0.11 | 0.04 | lasso | 4 | 0.04 | 6.2e-04 | 5.3 | -5.5 | 2.8e-08 | 0.24 | 0.57 | 0.11 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | SEPT8 | 0.46 | 0.35 | lasso | 6 | 0.33 | 3.2e-28 | 5.1 | 5.3 | 1.1e-07 | -0.21 | 0.89 | 0.11 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | SLC22A5 | 0.25 | 0.21 | lasso | 3 | 0.20 | 1.4e-16 | -5.5 | 5.5 | 2.9e-08 | -0.72 | 0.27 | 0.73 | FALSE |
27 | GTEx | Spleen | SLC22A5 | 0.26 | 0.28 | lasso | 4 | 0.28 | 6.6e-08 | -5.9 | -5.6 | 2.4e-08 | 0.69 | 0.07 | 0.83 | FALSE |
28 | GTEx | Testis | P4HA2 | 0.14 | 0.13 | lasso | 5 | 0.11 | 1.4e-05 | -5.2 | -5.7 | 1.1e-08 | 0.73 | 0.48 | 0.50 | FALSE |
29 | GTEx | Thyroid | PDLIM4 | 0.05 | 0.02 | enet | 5 | 0.01 | 3.1e-02 | -3.7 | 5.3 | 1.2e-07 | -0.64 | 0.16 | 0.66 | FALSE |
30 | GTEx | Thyroid | SLC22A5 | 0.17 | 0.07 | lasso | 5 | 0.13 | 4.8e-10 | 2.5 | 5.2 | 1.6e-07 | -0.58 | 0.47 | 0.51 | FALSE |
31 | GTEx | Whole Blood | SLC22A4 | 0.07 | 0.05 | enet | 16 | 0.05 | 4.6e-05 | 4.4 | 5.5 | 4.2e-08 | -0.62 | 0.45 | 0.26 | FALSE |
32 | GTEx | Whole Blood | SLC22A5 | 0.09 | 0.12 | lasso | 2 | 0.10 | 1.7e-09 | -5.9 | 5.9 | 4.5e-09 | -0.73 | 0.12 | 0.88 | FALSE |
33 | GTEx | Whole Blood | AC034220.3 | 0.08 | 0.05 | enet | 31 | 0.06 | 4.0e-06 | -5.4 | 5.3 | 1.3e-07 | -0.68 | 0.50 | 0.48 | FALSE |
34 | GTEx | Whole Blood | AC116366.6 | 0.05 | 0.04 | lasso | 17 | 0.03 | 5.7e-04 | 5.5 | -5.5 | 3.6e-08 | 0.63 | 0.17 | 0.71 | FALSE |
35 | METSIM | Adipose | SLC22A4 | 0.05 | 0.02 | lasso | 3 | 0.03 | 8.4e-06 | -3.8 | 5.3 | 1.1e-07 | -0.66 | 0.62 | 0.35 | FALSE |
36 | METSIM | Adipose | SLC22A5 | 0.05 | 0.08 | lasso | 1 | 0.08 | 1.0e-11 | -5.9 | 5.9 | 4.6e-09 | -0.73 | 0.21 | 0.79 | FALSE |
37 | NTR | Blood | IRF1 | 0.03 | 0.02 | blup | 424 | 0.01 | 5.7e-05 | 5.5 | -6.3 | 2.5e-10 | 0.66 | 0.52 | 0.47 | TRUE |
38 | YFS | Blood | SLC22A5 | 0.38 | 0.36 | bslmm | 430 | 0.37 | 3.0e-128 | -5.9 | 5.1 | 2.9e-07 | -0.67 | 0.12 | 0.88 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | SLC22A5 | 0.08 | 0.04 | blup | 92 | 0.07 | 1.2e-04 | 4.4 | 5.2 | 2.3e-07 | -0.65 | 0.03 | 0.91 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C5orf56 | 0.03 | 0.01 | blup | 98 | 0.02 | 4.2e-03 | 5.3 | -5.5 | 5.0e-08 | 0.71 | 0.10 | 0.38 | FALSE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC22A4 | 0.09 | 0.07 | blup | 108 | 0.09 | 3.0e-09 | 4.0 | 5.3 | 1.2e-07 | -0.62 | 0.07 | 0.93 | FALSE |
42 | The Cancer Genome Atlas | Thyroid Carcinoma | C5orf56 | 0.06 | 0.04 | blup | 98 | 0.03 | 1.3e-03 | 5.3 | -5.7 | 1.0e-08 | 0.59 | 0.36 | 0.60 | FALSE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | IRF1 | 0.05 | 0.02 | blup | 83 | 0.03 | 1.5e-03 | -5.7 | -5.3 | 1.2e-07 | 0.76 | 0.02 | 0.74 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | P4HA2 | 0.21 | 0.35 | enet | 10 | 0.35 | 4.7e-35 | -5.1 | -5.2 | 1.9e-07 | 0.67 | 0.00 | 0.99 | FALSE |