Best TWAS P=2.25e-18 · Best GWAS P=4.84e-21 conditioned to 0.0684
# | 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 | CUL7 | 0.15 | 0.01 | lasso | 7 | 0.07 | 1.4e-06 | 1.5 | -5.2 | 2.2e-07 | 0.37 | 0.67 | 0.18 | FALSE |
2 | GTEx | Adipose Visceral Omentum | PEX6 | 0.55 | 0.44 | lasso | 6 | 0.57 | 1.5e-35 | -5.1 | -5.2 | 2.6e-07 | 0.21 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adrenal Gland | PEX6 | 0.63 | 0.39 | lasso | 7 | 0.54 | 7.5e-23 | 5.4 | -5.2 | 1.9e-07 | 0.21 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | PEX6 | 0.37 | 0.38 | lasso | 3 | 0.38 | 3.3e-22 | -5.1 | -5.2 | 2.2e-07 | 0.16 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Coronary | GNMT | 0.28 | 0.21 | enet | 6 | 0.19 | 6.6e-07 | -5.2 | 5.2 | 1.9e-07 | -0.21 | 0.92 | 0.00 | FALSE |
6 | GTEx | Artery Tibial | PEX6 | 0.42 | 0.46 | enet | 16 | 0.51 | 3.7e-46 | -5.1 | -5.2 | 2.3e-07 | 0.19 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Cortex | PEX6 | 0.36 | 0.34 | lasso | 6 | 0.34 | 2.4e-10 | -5.2 | -5.2 | 1.8e-07 | 0.15 | 0.99 | 0.00 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | PEX6 | 0.35 | 0.30 | enet | 10 | 0.28 | 3.4e-08 | -5.2 | -5.2 | 2.1e-07 | 0.18 | 0.80 | 0.01 | FALSE |
9 | GTEx | Brain Frontal Cortex BA9 | GNMT | 0.39 | 0.24 | lasso | 4 | 0.29 | 2.3e-08 | 5.4 | 5.2 | 2.2e-07 | -0.22 | 0.91 | 0.01 | FALSE |
10 | GTEx | Breast Mammary Tissue | PEX6 | 0.56 | 0.54 | lasso | 8 | 0.58 | 6.9e-36 | -5.2 | -5.2 | 2.0e-07 | 0.18 | 1.00 | 0.00 | FALSE |
11 | GTEx | Breast Mammary Tissue (Male) | PEX6 | 0.19 | 0.19 | lasso | 3 | 0.18 | 4.8e-05 | -5.2 | -5.2 | 2.0e-07 | 0.15 | 0.18 | 0.05 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | PEX6 | 0.58 | 0.60 | enet | 27 | 0.67 | 2.0e-67 | -5.1 | -5.2 | 1.7e-07 | 0.17 | 1.00 | 0.00 | FALSE |
13 | GTEx | Colon Sigmoid | PEX6 | 0.51 | 0.56 | enet | 35 | 0.58 | 7.3e-25 | -5.1 | -5.3 | 9.9e-08 | 0.18 | 1.00 | 0.00 | FALSE |
14 | GTEx | Esophagus Gastroesophageal Junction | PEX6 | 0.56 | 0.53 | lasso | 6 | 0.56 | 9.5e-24 | -5.1 | -5.1 | 2.8e-07 | 0.17 | 1.00 | 0.00 | FALSE |
15 | GTEx | Esophagus Muscularis | PEX6 | 0.47 | 0.49 | lasso | 7 | 0.51 | 1.3e-35 | -5.1 | -5.4 | 6.2e-08 | 0.18 | 1.00 | 0.00 | FALSE |
16 | GTEx | Esophagus Muscularis | GNMT | 0.17 | 0.14 | lasso | 4 | 0.12 | 1.4e-07 | 5.4 | 5.3 | 1.3e-07 | -0.23 | 1.00 | 0.00 | FALSE |
17 | GTEx | Muscle Skeletal | PEX6 | 0.58 | 0.52 | lasso | 6 | 0.64 | 1.3e-80 | -5.1 | -5.2 | 2.3e-07 | 0.21 | 1.00 | 0.00 | FALSE |
18 | GTEx | Ovary | PEX6 | 0.48 | 0.38 | enet | 13 | 0.42 | 2.1e-11 | -5.1 | -5.2 | 2.1e-07 | 0.14 | 0.98 | 0.00 | FALSE |
19 | GTEx | Pituitary | PEX6 | 0.46 | 0.30 | lasso | 5 | 0.39 | 9.2e-11 | -5.1 | -5.4 | 5.4e-08 | 0.19 | 0.98 | 0.00 | FALSE |
20 | GTEx | Prostate | CNPY3 | 0.25 | 0.01 | lasso | 6 | 0.02 | 8.8e-02 | 5.4 | -5.5 | 3.5e-08 | 0.22 | 0.06 | 0.12 | FALSE |
21 | GTEx | Skin Not Sun Exposed Suprapubic | PEX6 | 0.64 | 0.57 | lasso | 7 | 0.63 | 1.1e-43 | -5.1 | -5.1 | 2.8e-07 | 0.20 | 1.00 | 0.00 | FALSE |
22 | GTEx | Spleen | PEX6 | 0.55 | 0.51 | lasso | 7 | 0.54 | 1.7e-16 | -5.0 | -5.4 | 7.8e-08 | 0.18 | 1.00 | 0.00 | FALSE |
23 | METSIM | Adipose | PEX6 | 0.37 | 0.40 | lasso | 7 | 0.42 | 1.4e-69 | -5.2 | -5.3 | 1.4e-07 | 0.18 | 1.00 | 0.00 | FALSE |
24 | NTR | Blood | ZNF318 | 0.04 | 0.03 | lasso | 8 | 0.02 | 1.3e-08 | -9.4 | -8.7 | 4.6e-18 | 0.99 | 0.00 | 1.00 | FALSE |
25 | ROSMAP | Brain Pre-frontal Cortex | PPP2R5D | 0.05 | 0.00 | bslmm | 366 | 0.03 | 1.1e-04 | -8.9 | 5.9 | 3.0e-09 | -0.68 | 0.02 | 0.92 | FALSE |
26 | ROSMAP | Brain Pre-frontal Cortex | PEX6 | 0.49 | 0.58 | lasso | 7 | 0.60 | 1.6e-96 | -5.2 | -5.3 | 1.1e-07 | 0.16 | 1.00 | 0.00 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | TAF8 | 0.19 | 0.03 | bslmm | 442 | 0.09 | 5.4e-12 | 6.1 | 5.4 | 6.4e-08 | 0.00 | 0.00 | 1.00 | TRUE |
28 | YFS | Blood | CUL9 | 0.04 | 0.00 | blup | 360 | 0.01 | 9.8e-06 | 1.4 | -5.8 | 6.8e-09 | 0.45 | 0.12 | 0.70 | FALSE |
29 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PEX6 | 0.25 | 0.27 | enet | 10 | 0.33 | 9.7e-29 | 4.0 | -5.2 | 1.6e-07 | 0.24 | 0.02 | 0.98 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CRIP3 | 0.08 | 0.08 | blup | 34 | 0.07 | 1.0e-04 | -7.5 | -7.0 | 2.8e-12 | 0.86 | 0.00 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Lung Adenocarcinoma | GNMT | 0.18 | 0.13 | blup | 45 | 0.12 | 4.6e-14 | 5.3 | 5.6 | 2.1e-08 | -0.22 | 0.01 | 0.99 | TRUE |
32 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZNF318 | 0.05 | 0.06 | lasso | 3 | 0.05 | 1.1e-06 | -8.9 | 8.7 | 2.2e-18 | -0.83 | 0.17 | 0.81 | TRUE |
33 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GNMT | 0.16 | 0.17 | enet | 9 | 0.21 | 3.7e-14 | -5.1 | 5.2 | 2.4e-07 | -0.20 | 0.03 | 0.97 | FALSE |
34 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PEX6 | 0.31 | 0.40 | enet | 10 | 0.45 | 2.5e-33 | 5.3 | -5.2 | 2.0e-07 | 0.21 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PEX6 | 0.50 | 0.38 | enet | 10 | 0.45 | 6.8e-20 | -5.2 | -5.4 | 6.5e-08 | 0.20 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ZNF318 | 0.04 | 0.02 | blup | 48 | 0.04 | 2.2e-03 | -7.5 | -7.0 | 2.1e-12 | 0.87 | 0.02 | 0.49 | FALSE |
37 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GNMT | 0.05 | 0.05 | enet | 7 | 0.05 | 2.0e-04 | 5.3 | 5.5 | 2.9e-08 | -0.20 | 0.01 | 0.97 | FALSE |