Best TWAS P=5.63e-13 · Best GWAS P=2.54e-20 conditioned to 6.3e-11
# | 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 | SRR | 0.16 | 0.16 | lasso | 9 | 0.18 | 1.9e-14 | -5.6 | 6.4 | 1.8e-10 | -0.07 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | SRR | 0.29 | 0.26 | lasso | 5 | 0.25 | 1.8e-13 | -5.1 | 5.4 | 5.5e-08 | -0.05 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adrenal Gland | SRR | 0.38 | 0.37 | lasso | 6 | 0.38 | 8.1e-15 | -5.1 | 5.7 | 1.2e-08 | -0.06 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | SRR | 0.33 | 0.33 | lasso | 2 | 0.32 | 6.1e-18 | -5.1 | 5.1 | 2.8e-07 | -0.03 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Coronary | SRR | 0.44 | 0.28 | lasso | 8 | 0.26 | 2.5e-09 | -5.6 | 5.7 | 8.9e-09 | -0.06 | 0.99 | 0.00 | FALSE |
6 | GTEx | Artery Tibial | SRR | 0.22 | 0.23 | lasso | 4 | 0.24 | 3.9e-19 | -5.6 | 5.5 | 3.3e-08 | -0.06 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | SRR | 0.26 | 0.03 | lasso | 3 | 0.02 | 8.6e-02 | -4.4 | 5.5 | 3.7e-08 | -0.03 | 0.13 | 0.06 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | SRR | 0.37 | 0.24 | lasso | 7 | 0.22 | 2.1e-06 | -5.1 | 5.2 | 1.8e-07 | -0.02 | 0.62 | 0.02 | FALSE |
9 | GTEx | Brain Cerebellum | SRR | 0.26 | 0.20 | lasso | 3 | 0.21 | 8.7e-07 | -5.1 | 5.8 | 7.6e-09 | -0.03 | 0.39 | 0.04 | FALSE |
10 | GTEx | Brain Frontal Cortex BA9 | SRR | 0.25 | 0.24 | lasso | 3 | 0.21 | 3.5e-06 | -5.1 | 5.2 | 2.1e-07 | -0.03 | 0.27 | 0.07 | FALSE |
11 | GTEx | Breast Mammary Tissue | SRR | 0.20 | 0.21 | lasso | 3 | 0.20 | 8.2e-11 | -5.6 | 5.7 | 1.1e-08 | -0.07 | 1.00 | 0.00 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | SRR | 0.24 | 0.25 | lasso | 3 | 0.21 | 6.3e-07 | -5.6 | 5.7 | 1.1e-08 | -0.07 | 0.78 | 0.02 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | SRR | 0.39 | 0.34 | lasso | 5 | 0.35 | 3.1e-12 | -5.1 | 5.6 | 2.2e-08 | -0.04 | 1.00 | 0.00 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | SRR | 0.36 | 0.38 | lasso | 4 | 0.38 | 8.2e-30 | -5.1 | 5.3 | 1.3e-07 | -0.03 | 1.00 | 0.00 | FALSE |
15 | GTEx | Colon Sigmoid | SRR | 0.32 | 0.35 | enet | 8 | 0.32 | 9.2e-12 | -5.1 | 5.4 | 5.6e-08 | -0.05 | 1.00 | 0.00 | FALSE |
16 | GTEx | Esophagus Mucosa | SRR | 0.23 | 0.24 | lasso | 5 | 0.24 | 2.0e-16 | -5.6 | 5.8 | 6.0e-09 | -0.06 | 1.00 | 0.00 | FALSE |
17 | GTEx | Esophagus Muscularis | SRR | 0.30 | 0.39 | lasso | 3 | 0.38 | 3.4e-24 | -5.1 | 5.1 | 2.6e-07 | -0.03 | 1.00 | 0.00 | FALSE |
18 | GTEx | Heart Atrial Appendage | SRR | 0.35 | 0.30 | lasso | 7 | 0.29 | 1.4e-13 | -5.6 | 5.5 | 2.9e-08 | -0.05 | 1.00 | 0.00 | FALSE |
19 | GTEx | Liver | SRR | 0.31 | 0.00 | lasso | 7 | 0.00 | 3.0e-01 | -6.6 | 7.2 | 5.6e-13 | -0.40 | 0.06 | 0.14 | TRUE |
20 | GTEx | Lung | SRR | 0.24 | 0.28 | lasso | 2 | 0.26 | 3.4e-20 | -5.1 | 5.1 | 2.9e-07 | -0.04 | 1.00 | 0.00 | FALSE |
21 | GTEx | Muscle Skeletal | SRR | 0.27 | 0.27 | lasso | 6 | 0.27 | 7.1e-27 | -5.1 | 5.3 | 9.9e-08 | -0.04 | 1.00 | 0.00 | FALSE |
22 | GTEx | Nerve Tibial | SRR | 0.15 | 0.13 | lasso | 3 | 0.13 | 2.9e-09 | -5.6 | 5.5 | 3.1e-08 | -0.06 | 1.00 | 0.00 | FALSE |
23 | GTEx | Pancreas | SRR | 0.13 | 0.17 | lasso | 3 | 0.15 | 5.2e-07 | -5.6 | 5.5 | 3.7e-08 | -0.06 | 0.96 | 0.00 | FALSE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | SRR | 0.18 | 0.16 | enet | 18 | 0.19 | 7.9e-11 | -5.1 | 5.2 | 1.5e-07 | -0.04 | 0.98 | 0.00 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | SRR | 0.13 | 0.15 | lasso | 4 | 0.14 | 2.0e-11 | -5.1 | 5.3 | 1.2e-07 | -0.04 | 1.00 | 0.00 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | RTN4RL1 | 0.19 | 0.11 | lasso | 6 | 0.11 | 2.0e-09 | -4.2 | 5.1 | 2.6e-07 | -0.28 | 1.00 | 0.00 | TRUE |
27 | GTEx | Spleen | SRR | 0.21 | 0.10 | lasso | 4 | 0.04 | 3.1e-02 | -5.1 | 5.6 | 1.8e-08 | -0.04 | 0.14 | 0.06 | FALSE |
28 | GTEx | Stomach | SRR | 0.27 | 0.30 | lasso | 7 | 0.28 | 7.1e-14 | -5.6 | 5.5 | 3.2e-08 | -0.07 | 1.00 | 0.00 | FALSE |
29 | GTEx | Testis | SRR | 0.13 | 0.12 | lasso | 2 | 0.09 | 6.6e-05 | -5.7 | 5.6 | 2.0e-08 | -0.07 | 0.57 | 0.02 | FALSE |
30 | GTEx | Thyroid | SRR | 0.26 | 0.27 | lasso | 4 | 0.25 | 2.0e-19 | -5.1 | 5.1 | 2.7e-07 | -0.03 | 1.00 | 0.00 | FALSE |
31 | GTEx | Whole Blood | SRR | 0.09 | 0.03 | enet | 8 | 0.02 | 4.5e-03 | -5.1 | 5.4 | 5.9e-08 | -0.04 | 0.75 | 0.01 | FALSE |
32 | METSIM | Adipose | SRR | 0.07 | 0.07 | enet | 21 | 0.06 | 4.4e-09 | -5.1 | 5.4 | 6.1e-08 | -0.01 | 1.00 | 0.00 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | SRR | 0.25 | 0.39 | lasso | 3 | 0.39 | 5.6e-53 | -5.1 | 5.3 | 1.4e-07 | -0.03 | 1.00 | 0.00 | FALSE |
34 | YFS | Blood | SRR | 0.17 | 0.22 | lasso | 7 | 0.23 | 2.5e-72 | -5.1 | 5.4 | 5.8e-08 | -0.04 | 1.00 | 0.00 | FALSE |
35 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SRR | 0.11 | 0.09 | lasso | 4 | 0.10 | 6.8e-09 | -5.1 | 5.5 | 3.7e-08 | -0.04 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SRR | 0.16 | 0.16 | lasso | 5 | 0.16 | 2.3e-32 | -5.6 | 5.7 | 1.3e-08 | -0.07 | 0.00 | 1.00 | FALSE |
37 | The Cancer Genome Atlas | Esophageal Carcinoma | SRR | 0.32 | 0.13 | lasso | 2 | 0.16 | 9.2e-06 | -5.7 | 5.6 | 1.7e-08 | -0.07 | 0.00 | 0.99 | FALSE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SRR | 0.10 | 0.10 | lasso | 2 | 0.09 | 1.0e-10 | -5.1 | 5.3 | 1.2e-07 | -0.04 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SRR | 0.30 | 0.40 | lasso | 7 | 0.39 | 8.5e-47 | -5.6 | 5.8 | 6.5e-09 | -0.07 | 0.00 | 1.00 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SRR | 0.22 | 0.23 | lasso | 2 | 0.21 | 2.3e-12 | -5.1 | 5.2 | 2.5e-07 | -0.03 | 0.02 | 0.98 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SRR | 0.29 | 0.26 | lasso | 2 | 0.27 | 1.9e-30 | -5.6 | 5.7 | 1.2e-08 | -0.07 | 0.00 | 1.00 | FALSE |
42 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SRR | 0.08 | 0.09 | enet | 3 | 0.08 | 1.7e-04 | -5.1 | 5.3 | 1.1e-07 | -0.04 | 0.01 | 0.96 | FALSE |
43 | The Cancer Genome Atlas | Lung Adenocarcinoma | SRR | 0.14 | 0.18 | lasso | 2 | 0.18 | 4.3e-21 | -5.1 | 5.3 | 1.1e-07 | -0.04 | 0.02 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SRR | 0.16 | 0.20 | lasso | 3 | 0.20 | 2.8e-13 | -5.6 | 5.7 | 1.3e-08 | -0.07 | 0.01 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SRR | 0.34 | 0.30 | lasso | 4 | 0.30 | 2.9e-13 | -5.1 | 5.4 | 5.3e-08 | -0.04 | 0.01 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SRR | 0.27 | 0.19 | enet | 5 | 0.21 | 8.9e-09 | -5.6 | 5.7 | 1.2e-08 | -0.07 | 0.00 | 1.00 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SRR | 0.30 | 0.35 | lasso | 3 | 0.36 | 7.5e-39 | -5.1 | 5.4 | 6.0e-08 | -0.04 | 0.02 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SRR | 0.20 | 0.18 | lasso | 2 | 0.20 | 8.8e-12 | -5.1 | 5.4 | 6.5e-08 | -0.05 | 0.01 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | SRR | 0.16 | 0.03 | blup | 61 | 0.02 | 8.7e-02 | -5.7 | 5.6 | 2.8e-08 | -0.07 | 0.01 | 0.71 | FALSE |
50 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SGSM2 | 0.13 | 0.01 | blup | 81 | 0.01 | 1.1e-01 | 4.4 | -6.2 | 6.9e-10 | 0.08 | 0.02 | 0.40 | TRUE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | SRR | 0.56 | 0.50 | lasso | 4 | 0.50 | 5.2e-55 | -5.1 | 5.3 | 1.4e-07 | -0.03 | 0.07 | 0.92 | FALSE |