Best TWAS P=1.01e-19 · Best GWAS P=4.25e-85 conditioned to 1.76e-52
# | 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 | MAP3K5 | 0.05 | 0.03 | blup | 408 | 0.03 | 2.0e-04 | 5.6 | 6.9 | 6.1e-12 | -0.07 | 0.06 | 0.91 | FALSE |
2 | GTEx | Adipose Subcutaneous | PEX7 | 0.13 | 0.08 | lasso | 6 | 0.06 | 5.3e-06 | 7.6 | 7.2 | 4.4e-13 | -0.02 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adrenal Gland | PEX7 | 0.25 | 0.04 | lasso | 6 | 0.04 | 2.0e-02 | 6.4 | 6.6 | 5.6e-11 | 0.03 | 0.05 | 0.46 | FALSE |
4 | GTEx | Artery Aorta | HBS1L | 0.11 | 0.07 | enet | 10 | 0.08 | 2.7e-05 | -4.9 | 6.6 | 3.7e-11 | -0.40 | 0.26 | 0.66 | FALSE |
5 | GTEx | Artery Coronary | HBS1L | 0.30 | 0.14 | enet | 22 | 0.13 | 4.1e-05 | -5.6 | 6.6 | 4.3e-11 | -0.40 | 0.45 | 0.12 | FALSE |
6 | GTEx | Artery Tibial | HBS1L | 0.07 | 0.07 | lasso | 4 | 0.05 | 1.3e-04 | -5.6 | 7.6 | 4.0e-14 | -0.52 | 0.34 | 0.65 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | PEX7 | 0.25 | 0.04 | enet | 9 | 0.08 | 2.2e-03 | 6.4 | 6.4 | 1.7e-10 | -0.01 | 0.16 | 0.49 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | AHI1 | 0.19 | 0.00 | enet | 14 | 0.05 | 1.5e-02 | 1.4 | -9.1 | 1.0e-19 | -0.10 | 0.08 | 0.05 | TRUE |
9 | GTEx | Brain Nucleus accumbens basal ganglia | PEX7 | 0.20 | 0.09 | lasso | 3 | 0.02 | 8.5e-02 | 5.8 | 6.1 | 8.3e-10 | 0.03 | 0.05 | 0.88 | FALSE |
10 | GTEx | Breast Mammary Tissue | PEX7 | 0.18 | 0.16 | enet | 12 | 0.14 | 6.8e-08 | 7.4 | 7.4 | 1.4e-13 | -0.02 | 0.04 | 0.96 | FALSE |
11 | GTEx | Breast Mammary Tissue (Male) | PEX7 | 0.11 | 0.00 | lasso | 3 | 0.00 | 3.7e-01 | 5.1 | 6.4 | 1.4e-10 | 0.01 | 0.03 | 0.47 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | PEX7 | 0.27 | 0.18 | lasso | 4 | 0.27 | 1.7e-09 | 5.1 | 7.1 | 8.9e-13 | 0.03 | 0.01 | 0.99 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | AHI1 | 0.38 | 0.24 | enet | 19 | 0.23 | 5.4e-08 | 4.1 | -5.2 | 2.1e-07 | 0.06 | 0.94 | 0.00 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | PEX7 | 0.24 | 0.24 | lasso | 4 | 0.32 | 1.3e-24 | -4.0 | 6.3 | 2.5e-10 | 0.02 | 0.98 | 0.02 | FALSE |
15 | GTEx | Esophagus Muscularis | HBS1L | 0.18 | 0.10 | lasso | 7 | 0.05 | 4.7e-04 | -5.6 | 5.7 | 1.4e-08 | -0.44 | 0.81 | 0.18 | FALSE |
16 | GTEx | Heart Left Ventricle | HBS1L | 0.22 | 0.11 | lasso | 5 | 0.07 | 1.2e-04 | -5.7 | 5.6 | 2.5e-08 | -0.45 | 0.79 | 0.02 | FALSE |
17 | GTEx | Nerve Tibial | HBS1L | 0.10 | 0.09 | lasso | 3 | 0.08 | 1.5e-06 | -3.5 | 6.7 | 1.6e-11 | -0.55 | 0.39 | 0.61 | FALSE |
18 | GTEx | Nerve Tibial | PEX7 | 0.31 | 0.20 | enet | 26 | 0.22 | 1.8e-15 | 7.8 | 7.4 | 9.7e-14 | 0.01 | 0.01 | 0.99 | TRUE |
19 | GTEx | Pancreas | PEX7 | 0.43 | 0.27 | enet | 36 | 0.26 | 1.9e-11 | 7.8 | 6.6 | 4.9e-11 | 0.00 | 0.01 | 0.99 | FALSE |
20 | GTEx | Pituitary | PEX7 | 0.26 | 0.05 | lasso | 6 | 0.20 | 9.8e-06 | 5.1 | 6.5 | 6.9e-11 | 0.01 | 0.02 | 0.93 | FALSE |
21 | GTEx | Prostate | PEX7 | 0.45 | 0.17 | lasso | 8 | 0.08 | 5.4e-03 | 7.5 | 7.4 | 1.2e-13 | 0.01 | 0.03 | 0.87 | FALSE |
22 | GTEx | Spleen | HBS1L | 0.28 | 0.09 | lasso | 6 | 0.13 | 3.4e-04 | -5.6 | 6.2 | 6.7e-10 | -0.45 | 0.14 | 0.34 | FALSE |
23 | GTEx | Testis | PEX7 | 0.24 | 0.06 | enet | 33 | 0.05 | 2.4e-03 | 5.8 | 5.7 | 9.0e-09 | 0.02 | 0.04 | 0.94 | FALSE |
24 | GTEx | Thyroid | PEX7 | 0.16 | 0.09 | enet | 11 | 0.10 | 3.6e-08 | 7.6 | 7.2 | 7.6e-13 | -0.01 | 0.02 | 0.98 | FALSE |
25 | ROSMAP | Brain Pre-frontal Cortex | PEX7 | 0.18 | 0.10 | bslmm | 396 | 0.13 | 1.4e-16 | 6.4 | 6.4 | 1.1e-10 | -0.03 | 0.04 | 0.96 | FALSE |
26 | YFS | Blood | MAP3K5 | 0.05 | 0.07 | lasso | 14 | 0.09 | 1.6e-27 | 5.7 | -6.8 | 7.4e-12 | 0.04 | 0.07 | 0.93 | FALSE |
27 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PEX7 | 0.05 | 0.02 | lasso | 2 | 0.03 | 1.4e-03 | -4.0 | 6.1 | 1.1e-09 | 0.03 | 0.02 | 0.64 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PEX7 | 0.12 | 0.05 | lasso | 6 | 0.10 | 1.2e-19 | -4.0 | 6.7 | 2.5e-11 | 0.00 | 0.01 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Colon Adenocarcinoma | PEX7 | 0.42 | 0.11 | lasso | 5 | 0.18 | 7.9e-11 | 5.1 | 5.9 | 3.8e-09 | 0.02 | 0.34 | 0.65 | FALSE |
30 | The Cancer Genome Atlas | Glioblastoma Multiforme | PEX7 | 0.20 | 0.04 | enet | 7 | 0.08 | 1.6e-03 | 6.4 | 7.1 | 1.1e-12 | 0.02 | 0.02 | 0.53 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PEX7 | 0.28 | 0.16 | lasso | 6 | 0.20 | 1.8e-22 | -4.0 | 5.8 | 7.0e-09 | 0.02 | 1.00 | 0.00 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PEX7 | 0.18 | 0.16 | blup | 56 | 0.16 | 1.6e-09 | 5.1 | 6.0 | 2.7e-09 | -0.04 | 0.02 | 0.98 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAP3K5 | 0.08 | 0.06 | blup | 112 | 0.07 | 3.4e-08 | 5.7 | -5.3 | 1.1e-07 | 0.06 | 0.85 | 0.15 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PEX7 | 0.28 | 0.24 | enet | 14 | 0.31 | 1.8e-35 | 6.4 | 6.8 | 1.1e-11 | 0.02 | 0.11 | 0.89 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | PEX7 | 0.13 | 0.08 | lasso | 3 | 0.09 | 1.8e-10 | -4.0 | 6.0 | 2.2e-09 | 0.02 | 0.80 | 0.20 | FALSE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MYB | 0.04 | 0.01 | blup | 52 | 0.02 | 1.8e-03 | 8.1 | -8.5 | 1.5e-17 | 0.20 | 0.04 | 0.03 | TRUE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PEX7 | 0.22 | 0.06 | lasso | 8 | 0.16 | 6.6e-16 | 7.7 | 6.7 | 1.6e-11 | 0.02 | 0.01 | 0.99 | FALSE |
38 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PEX7 | 0.10 | 0.07 | enet | 7 | 0.09 | 7.8e-06 | 7.7 | 7.1 | 1.5e-12 | 0.01 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PEX7 | 0.16 | 0.05 | enet | 10 | 0.08 | 4.1e-06 | 6.7 | 6.1 | 1.3e-09 | 0.01 | 0.01 | 0.94 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | HBS1L | 0.03 | 0.02 | lasso | 2 | 0.04 | 1.6e-04 | -9.8 | 6.8 | 9.9e-12 | -0.52 | 0.37 | 0.32 | TRUE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | PEX7 | 0.20 | 0.05 | enet | 13 | 0.09 | 2.8e-09 | -4.0 | 5.9 | 3.7e-09 | 0.01 | 0.38 | 0.55 | FALSE |