Best TWAS P=2e-11 · Best GWAS P=5.17e-11 conditioned to 0.0375
# | 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 | RP11-477D19.2 | 0.10 | 0.07 | lasso | 2 | 0.05 | 3.0e-05 | 6.4 | 6.4 | 1.2e-10 | -0.79 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adrenal Gland | TFB1M | 0.42 | 0.23 | lasso | 7 | 0.28 | 8.4e-11 | 6.5 | 5.9 | 2.8e-09 | -0.64 | 0.03 | 0.97 | FALSE |
3 | GTEx | Adrenal Gland | RP11-477D19.2 | 0.36 | 0.34 | lasso | 6 | 0.35 | 2.5e-13 | 6.1 | 6.6 | 4.7e-11 | -0.76 | 0.03 | 0.97 | FALSE |
4 | GTEx | Brain Cerebellar Hemisphere | RP11-477D19.2 | 0.56 | 0.48 | lasso | 7 | 0.50 | 8.6e-15 | 5.2 | 6.0 | 2.1e-09 | -0.75 | 0.03 | 0.97 | FALSE |
5 | GTEx | Brain Cerebellum | RP11-477D19.2 | 0.60 | 0.52 | lasso | 5 | 0.53 | 3.0e-18 | 6.4 | 6.4 | 1.2e-10 | -0.79 | 0.02 | 0.98 | FALSE |
6 | GTEx | Brain Hypothalamus | RP11-477D19.2 | 0.52 | 0.26 | lasso | 6 | 0.31 | 6.0e-08 | 6.2 | 6.5 | 1.1e-10 | -0.78 | 0.03 | 0.96 | FALSE |
7 | GTEx | Breast Mammary Tissue | RP11-477D19.2 | 0.19 | 0.15 | lasso | 7 | 0.12 | 1.3e-06 | 6.5 | 6.6 | 4.1e-11 | -0.79 | 0.02 | 0.98 | FALSE |
8 | GTEx | Cells EBV-transformed lymphocytes | TFB1M | 0.27 | 0.19 | lasso | 2 | 0.17 | 3.1e-06 | -6.1 | 6.1 | 8.5e-10 | -0.95 | 0.08 | 0.85 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | TFB1M | 0.17 | 0.07 | enet | 21 | 0.10 | 6.3e-08 | 6.2 | 6.1 | 1.3e-09 | -0.76 | 0.03 | 0.97 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | RP11-477D19.2 | 0.13 | 0.07 | lasso | 2 | 0.07 | 1.2e-05 | 6.5 | 6.6 | 5.2e-11 | -0.80 | 0.02 | 0.98 | FALSE |
11 | GTEx | Colon Transverse | TFB1M | 0.21 | 0.11 | enet | 14 | 0.17 | 1.6e-08 | 6.5 | 5.8 | 8.9e-09 | -0.72 | 0.03 | 0.97 | FALSE |
12 | GTEx | Colon Transverse | RP11-477D19.2 | 0.21 | 0.24 | lasso | 11 | 0.21 | 2.3e-10 | 6.4 | 6.4 | 2.0e-10 | -0.76 | 0.03 | 0.97 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | TFB1M | 0.20 | 0.05 | lasso | 3 | 0.08 | 1.1e-03 | 6.3 | 6.2 | 7.1e-10 | -0.63 | 0.03 | 0.83 | FALSE |
14 | GTEx | Esophagus Mucosa | RP11-477D19.2 | 0.15 | 0.11 | enet | 10 | 0.09 | 6.9e-07 | 6.4 | 6.4 | 1.7e-10 | -0.79 | 0.03 | 0.97 | FALSE |
15 | GTEx | Heart Atrial Appendage | RP11-477D19.2 | 0.15 | 0.12 | lasso | 1 | 0.10 | 2.1e-05 | 6.5 | 6.5 | 1.0e-10 | -0.68 | 0.02 | 0.95 | FALSE |
16 | GTEx | Heart Left Ventricle | TFB1M | 0.27 | 0.22 | lasso | 10 | 0.23 | 1.4e-12 | 3.8 | 5.5 | 4.2e-08 | -0.62 | 0.28 | 0.72 | FALSE |
17 | GTEx | Heart Left Ventricle | RP11-477D19.2 | 0.19 | 0.13 | lasso | 2 | 0.12 | 1.0e-06 | 5.2 | 5.3 | 1.4e-07 | -0.68 | 0.04 | 0.96 | FALSE |
18 | GTEx | Nerve Tibial | RP11-477D19.2 | 0.28 | 0.17 | lasso | 6 | 0.16 | 1.2e-11 | 6.4 | 6.1 | 8.7e-10 | -0.76 | 0.02 | 0.98 | FALSE |
19 | GTEx | Pituitary | RP11-477D19.2 | 0.45 | 0.29 | lasso | 8 | 0.20 | 8.4e-06 | 6.4 | 6.4 | 1.2e-10 | -0.79 | 0.02 | 0.98 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-477D19.2 | 0.24 | 0.21 | enet | 21 | 0.19 | 7.1e-11 | 6.3 | 6.4 | 1.8e-10 | -0.69 | 0.03 | 0.97 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | RP11-477D19.2 | 0.23 | 0.25 | lasso | 4 | 0.25 | 1.2e-20 | 6.1 | 6.6 | 5.3e-11 | -0.78 | 0.03 | 0.97 | FALSE |
22 | GTEx | Stomach | TFB1M | 0.19 | 0.09 | enet | 14 | 0.09 | 2.8e-05 | 5.5 | 5.2 | 2.1e-07 | -0.55 | 0.11 | 0.87 | FALSE |
23 | GTEx | Stomach | RP11-477D19.2 | 0.21 | 0.17 | lasso | 5 | 0.16 | 7.2e-08 | 6.5 | 6.7 | 2.0e-11 | -0.79 | 0.03 | 0.97 | TRUE |
24 | GTEx | Testis | RP11-477D19.2 | 0.23 | 0.08 | enet | 17 | 0.13 | 2.5e-06 | -6.6 | 6.0 | 1.6e-09 | -0.84 | 0.02 | 0.98 | FALSE |
25 | GTEx | Thyroid | TFB1M | 0.24 | 0.09 | lasso | 6 | 0.09 | 2.7e-07 | 6.5 | 6.2 | 5.6e-10 | -0.75 | 0.02 | 0.98 | FALSE |
26 | GTEx | Thyroid | RP11-477D19.2 | 0.29 | 0.28 | lasso | 7 | 0.27 | 1.1e-20 | 6.1 | 6.5 | 8.4e-11 | -0.77 | 0.04 | 0.96 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | TIAM2 | 0.08 | 0.02 | blup | 635 | 0.02 | 7.6e-04 | -3.9 | 6.4 | 1.7e-10 | -0.71 | 0.03 | 0.96 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | RP11-477D19.2 | 0.26 | 0.35 | lasso | 6 | 0.37 | 4.7e-50 | 6.4 | 6.5 | 7.8e-11 | -0.77 | 0.01 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CLDN20 | 0.02 | 0.00 | blup | 79 | 0.01 | 8.0e-03 | -3.7 | -5.5 | 4.5e-08 | 0.69 | 0.03 | 0.31 | FALSE |
30 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TFB1M | 0.16 | 0.17 | lasso | 6 | 0.19 | 1.3e-20 | 3.8 | 5.4 | 5.4e-08 | -0.67 | 0.52 | 0.48 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TIAM2 | 0.05 | 0.01 | blup | 265 | 0.01 | 7.3e-03 | 6.2 | 5.2 | 1.9e-07 | -0.67 | 0.03 | 0.62 | FALSE |
32 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TFB1M | 0.06 | 0.07 | lasso | 3 | 0.06 | 5.8e-04 | 5.5 | 6.1 | 8.2e-10 | -0.69 | 0.04 | 0.90 | FALSE |
33 | The Cancer Genome Atlas | Lung Adenocarcinoma | TFB1M | 0.18 | 0.19 | lasso | 9 | 0.19 | 1.9e-21 | 5.5 | 5.1 | 3.0e-07 | -0.59 | 0.70 | 0.30 | FALSE |
34 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TFB1M | 0.15 | 0.11 | blup | 94 | 0.08 | 3.2e-04 | 6.3 | 6.2 | 4.9e-10 | -0.72 | 0.03 | 0.94 | FALSE |
35 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | TFB1M | 0.11 | 0.00 | blup | 93 | 0.06 | 1.1e-02 | 4.1 | 5.9 | 4.0e-09 | -0.80 | 0.02 | 0.57 | FALSE |