Best TWAS P=4.56e-27 · Best GWAS P=1.3e-26 conditioned to 1
# | 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 | LITAF | 0.36 | 0.30 | lasso | 4 | 0.30 | 1.2e-24 | -10.68 | 10.8 | 4.6e-27 | -0.99 | 0.00 | 1.00 | TRUE |
2 | GTEx | Adipose Subcutaneous | RP11-166B2.1 | 0.49 | 0.38 | enet | 9 | 0.38 | 4.6e-33 | -4.96 | -5.6 | 1.7e-08 | 0.14 | 1.00 | 0.00 | FALSE |
3 | GTEx | Artery Coronary | RP11-166B2.1 | 0.42 | 0.20 | lasso | 5 | 0.18 | 1.3e-06 | -4.96 | -5.8 | 6.4e-09 | 0.13 | 0.86 | 0.01 | FALSE |
4 | GTEx | Artery Tibial | EMP2 | 0.26 | 0.12 | enet | 5 | 0.21 | 3.8e-16 | 6.37 | -6.5 | 6.3e-11 | 0.05 | 0.01 | 0.99 | FALSE |
5 | GTEx | Brain Caudate basal ganglia | RP11-166B2.1 | 0.78 | 0.59 | lasso | 9 | 0.61 | 8.9e-22 | -4.96 | -5.2 | 1.5e-07 | 0.14 | 1.00 | 0.00 | FALSE |
6 | GTEx | Brain Cortex | RP11-166B2.1 | 0.64 | 0.46 | enet | 19 | 0.44 | 1.1e-13 | -4.96 | -6.3 | 3.7e-10 | 0.15 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Frontal Cortex BA9 | RP11-166B2.1 | 0.52 | 0.32 | enet | 19 | 0.30 | 1.1e-08 | -4.96 | -5.6 | 2.2e-08 | 0.12 | 0.96 | 0.00 | FALSE |
8 | GTEx | Brain Hippocampus | RP11-166B2.1 | 0.59 | 0.31 | lasso | 7 | 0.39 | 2.8e-10 | -4.96 | -5.7 | 1.5e-08 | 0.14 | 0.98 | 0.00 | FALSE |
9 | GTEx | Breast Mammary Tissue (Male) | EMP2 | 0.01 | 0.02 | lasso | 1 | 0.12 | 8.1e-04 | 6.61 | -6.6 | 3.8e-11 | 0.00 | 0.01 | 0.76 | TRUE |
10 | GTEx | Breast Mammary Tissue (Male) | RP11-166B2.1 | 0.39 | 0.28 | lasso | 3 | 0.27 | 5.5e-07 | -4.96 | -5.2 | 2.5e-07 | 0.13 | 0.14 | 0.05 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | RP11-166B2.1 | 0.39 | 0.40 | lasso | 2 | 0.38 | 1.9e-12 | -4.96 | -5.6 | 2.4e-08 | 0.13 | 0.99 | 0.00 | FALSE |
12 | GTEx | Esophagus Gastroesophageal Junction | RP11-166B2.1 | 0.67 | 0.42 | lasso | 13 | 0.39 | 2.2e-15 | -4.96 | -5.9 | 2.9e-09 | 0.14 | 1.00 | 0.00 | FALSE |
13 | GTEx | Esophagus Mucosa | LITAF | 0.19 | 0.19 | lasso | 2 | 0.18 | 6.9e-12 | -10.02 | 10.2 | 2.9e-24 | -0.91 | 0.02 | 0.98 | FALSE |
14 | GTEx | Esophagus Mucosa | EMP2 | 0.31 | 0.11 | lasso | 4 | 0.19 | 9.3e-13 | 3.44 | -5.9 | 4.6e-09 | 0.06 | 0.01 | 0.99 | FALSE |
15 | GTEx | Esophagus Mucosa | RP11-27M24.1 | 0.23 | 0.11 | lasso | 3 | 0.11 | 1.2e-07 | 6.37 | -6.5 | 7.9e-11 | -0.01 | 0.01 | 0.99 | FALSE |
16 | GTEx | Esophagus Muscularis | RP11-27M24.1 | 0.28 | 0.15 | enet | 5 | 0.10 | 1.3e-06 | 6.37 | -6.5 | 7.3e-11 | 0.02 | 0.00 | 1.00 | FALSE |
17 | GTEx | Lung | EMP2 | 0.12 | 0.01 | enet | 23 | 0.06 | 1.8e-05 | 6.28 | -5.6 | 1.9e-08 | 0.08 | 0.01 | 0.98 | FALSE |
18 | GTEx | Lung | RP11-166B2.1 | 0.25 | 0.17 | lasso | 3 | 0.18 | 9.7e-14 | -4.96 | -5.4 | 7.4e-08 | 0.14 | 1.00 | 0.00 | FALSE |
19 | GTEx | Lung | RP11-27M24.1 | 0.10 | 0.00 | enet | 14 | 0.02 | 1.2e-02 | 6.28 | -5.6 | 2.7e-08 | 0.04 | 0.01 | 0.95 | FALSE |
20 | GTEx | Nerve Tibial | LITAF | 0.16 | 0.00 | enet | 7 | 0.00 | 3.1e-01 | -10.68 | 7.6 | 3.2e-14 | -0.73 | 0.01 | 0.85 | FALSE |
21 | GTEx | Nerve Tibial | EMP2 | 0.41 | 0.25 | enet | 34 | 0.28 | 5.8e-20 | 6.28 | -6.6 | 4.6e-11 | 0.04 | 0.01 | 0.99 | FALSE |
22 | GTEx | Nerve Tibial | RP11-27M24.1 | 0.34 | 0.20 | enet | 27 | 0.21 | 7.1e-15 | 6.28 | -5.6 | 1.7e-08 | 0.03 | 0.01 | 0.99 | FALSE |
23 | GTEx | Pancreas | EMP2 | 0.31 | 0.18 | enet | 22 | 0.19 | 2.1e-08 | 6.37 | -5.9 | 4.0e-09 | -0.03 | 0.00 | 1.00 | FALSE |
24 | GTEx | Pancreas | RP11-166B2.1 | 0.46 | 0.37 | lasso | 4 | 0.35 | 1.2e-15 | -4.96 | -5.2 | 1.9e-07 | 0.14 | 1.00 | 0.00 | FALSE |
25 | GTEx | Pancreas | RP11-27M24.1 | 0.24 | 0.06 | enet | 10 | 0.05 | 5.4e-03 | 6.37 | -5.8 | 5.3e-09 | 0.02 | 0.01 | 0.98 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | EMP2 | 0.29 | 0.20 | enet | 27 | 0.20 | 1.9e-11 | 3.44 | -6.1 | 1.2e-09 | 0.05 | 0.39 | 0.61 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | LITAF | 0.18 | 0.13 | lasso | 1 | 0.12 | 5.4e-10 | -10.68 | 10.7 | 1.3e-26 | -1.00 | 0.00 | 1.00 | FALSE |
28 | GTEx | Stomach | RP11-166B2.1 | 0.46 | 0.29 | lasso | 9 | 0.27 | 1.7e-13 | -4.96 | -6.5 | 8.4e-11 | 0.12 | 1.00 | 0.00 | FALSE |
29 | GTEx | Testis | RP11-166B2.1 | 0.39 | 0.30 | lasso | 3 | 0.29 | 1.7e-13 | -4.96 | -5.2 | 1.9e-07 | 0.13 | 1.00 | 0.00 | FALSE |
30 | GTEx | Thyroid | EMP2 | 0.20 | 0.11 | enet | 16 | 0.19 | 1.0e-14 | 6.37 | -6.0 | 2.5e-09 | 0.05 | 0.01 | 0.99 | FALSE |
31 | METSIM | Adipose | LITAF | 0.22 | 0.18 | lasso | 6 | 0.19 | 3.7e-27 | -10.01 | 10.1 | 5.9e-24 | -0.92 | 0.00 | 1.00 | FALSE |
32 | NTR | Blood | C16orf75 | 0.03 | 0.01 | enet | 10 | 0.02 | 6.4e-08 | 0.11 | 5.3 | 1.3e-07 | -0.46 | 0.23 | 0.76 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | RP11-166B2.1 | 0.17 | 0.16 | bslmm | 462 | 0.16 | 5.5e-20 | -4.96 | -5.8 | 5.1e-09 | 0.17 | 1.00 | 0.00 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TNFRSF17 | 0.04 | 0.03 | blup | 41 | 0.04 | 5.7e-05 | -4.96 | -6.5 | 6.7e-11 | 0.10 | 0.01 | 0.99 | TRUE |
35 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | LITAF | 0.16 | 0.04 | lasso | 3 | 0.05 | 2.0e-03 | -9.97 | 9.1 | 7.3e-20 | -0.76 | 0.01 | 0.38 | FALSE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LITAF | 0.07 | 0.02 | enet | 10 | 0.05 | 1.1e-05 | -8.39 | 5.7 | 1.6e-08 | -0.59 | 0.04 | 0.29 | FALSE |