Best TWAS P=9.14e-09 · Best GWAS P=6.63e-08 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 | CTSW | 0.30 | 0.18 | lasso | 6 | 0.16 | 3.9e-13 | -5.4 | 5.2 | 1.7e-07 | -0.99 | 0.01 | 0.99 | FALSE |
2 | GTEx | Adipose Visceral Omentum | CTSW | 0.22 | 0.20 | lasso | 11 | 0.19 | 5.1e-10 | -5.4 | 5.2 | 1.7e-07 | -0.99 | 0.01 | 0.99 | FALSE |
3 | GTEx | Artery Aorta | CTSW | 0.29 | 0.26 | lasso | 7 | 0.25 | 3.2e-14 | -5.4 | 5.3 | 1.3e-07 | -0.99 | 0.01 | 0.99 | FALSE |
4 | GTEx | Breast Mammary Tissue | CTSW | 0.25 | 0.19 | lasso | 8 | 0.16 | 1.3e-08 | -5.4 | 5.4 | 5.7e-08 | -0.99 | 0.01 | 0.99 | FALSE |
5 | GTEx | Cells Transformed fibroblasts | FIBP | 0.20 | 0.13 | lasso | 5 | 0.17 | 1.7e-12 | -5.4 | -5.3 | 1.1e-07 | 0.97 | 0.01 | 0.99 | FALSE |
6 | GTEx | Esophagus Gastroesophageal Junction | CTSW | 0.18 | 0.15 | lasso | 2 | 0.14 | 1.2e-05 | -5.2 | 5.3 | 1.0e-07 | -0.95 | 0.01 | 0.97 | FALSE |
7 | GTEx | Esophagus Mucosa | CTSW | 0.32 | 0.19 | lasso | 6 | 0.17 | 1.3e-11 | -5.4 | 5.3 | 1.0e-07 | -0.99 | 0.01 | 0.99 | FALSE |
8 | GTEx | Esophagus Muscularis | CTSW | 0.29 | 0.32 | lasso | 5 | 0.32 | 2.9e-20 | -5.4 | 5.4 | 6.5e-08 | -0.99 | 0.01 | 0.99 | FALSE |
9 | GTEx | Lung | CTSW | 0.33 | 0.20 | lasso | 8 | 0.21 | 3.2e-16 | -5.4 | 5.1 | 2.8e-07 | -0.98 | 0.01 | 0.99 | FALSE |
10 | GTEx | Nerve Tibial | CTSW | 0.22 | 0.19 | lasso | 7 | 0.18 | 1.3e-12 | -5.4 | 5.2 | 1.7e-07 | -0.99 | 0.01 | 0.99 | FALSE |
11 | GTEx | Pancreas | CTSW | 0.13 | 0.11 | lasso | 3 | 0.08 | 4.0e-04 | -5.4 | 5.3 | 8.7e-08 | -0.99 | 0.01 | 0.96 | FALSE |
12 | GTEx | Prostate | CTSW | 0.29 | 0.26 | lasso | 8 | 0.26 | 2.9e-07 | -5.4 | 5.5 | 4.3e-08 | -0.99 | 0.01 | 0.98 | FALSE |
13 | GTEx | Skin Sun Exposed Lower leg | CTSW | 0.19 | 0.19 | lasso | 6 | 0.18 | 1.1e-14 | -5.4 | 5.4 | 7.0e-08 | -0.99 | 0.01 | 0.99 | FALSE |
14 | GTEx | Spleen | CTSW | 0.30 | 0.31 | lasso | 2 | 0.26 | 1.9e-07 | -5.4 | 5.4 | 8.0e-08 | -1.00 | 0.01 | 0.99 | FALSE |
15 | GTEx | Stomach | CTSW | 0.18 | 0.20 | lasso | 7 | 0.19 | 1.7e-09 | -5.4 | 5.3 | 8.9e-08 | -1.00 | 0.01 | 0.99 | FALSE |
16 | GTEx | Testis | FIBP | 0.21 | 0.22 | lasso | 5 | 0.19 | 6.5e-09 | -5.4 | -5.3 | 1.1e-07 | 0.99 | 0.01 | 0.99 | FALSE |
17 | GTEx | Thyroid | CTSW | 0.18 | 0.22 | lasso | 2 | 0.21 | 4.6e-16 | -5.4 | 5.2 | 1.7e-07 | -0.99 | 0.01 | 0.99 | FALSE |
18 | METSIM | Adipose | CTSW | 0.13 | 0.12 | lasso | 10 | 0.12 | 3.9e-17 | -5.4 | 5.3 | 9.6e-08 | -0.99 | 0.01 | 0.99 | FALSE |
19 | ROSMAP | Brain Pre-frontal Cortex | FIBP | 0.13 | 0.13 | lasso | 3 | 0.15 | 5.8e-19 | -5.4 | -5.2 | 2.0e-07 | 0.95 | 0.01 | 0.99 | FALSE |
20 | ROSMAP | Brain Pre-frontal Cortex | CTSW | 0.06 | 0.03 | bslmm | 328 | 0.03 | 3.6e-05 | -5.4 | 5.5 | 3.9e-08 | -0.79 | 0.01 | 0.98 | FALSE |
21 | YFS | Blood | CTSW | 0.53 | 0.41 | blup | 344 | 0.42 | 5.5e-149 | -5.4 | 5.3 | 9.4e-08 | -0.96 | 0.01 | 0.99 | FALSE |
22 | YFS | Blood | FIBP | 0.04 | 0.02 | bslmm | 343 | 0.03 | 6.4e-09 | -5.4 | -5.2 | 2.4e-07 | 0.82 | 0.01 | 0.99 | FALSE |
23 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CTSW | 0.25 | 0.39 | blup | 44 | 0.41 | 7.3e-91 | -5.4 | 5.2 | 2.3e-07 | -0.98 | 0.01 | 0.99 | FALSE |
24 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SNX32 | 0.15 | 0.17 | blup | 60 | 0.17 | 2.9e-34 | -5.1 | -5.2 | 1.7e-07 | 0.94 | 0.03 | 0.97 | FALSE |
25 | The Cancer Genome Atlas | Colon Adenocarcinoma | CTSW | 0.40 | 0.34 | enet | 14 | 0.36 | 4.3e-22 | -5.2 | 5.3 | 9.0e-08 | -0.95 | 0.01 | 0.99 | FALSE |
26 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CTSW | 0.31 | 0.32 | lasso | 4 | 0.34 | 1.8e-39 | -5.4 | 5.3 | 9.4e-08 | -1.00 | 0.01 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CTSW | 0.23 | 0.25 | lasso | 6 | 0.25 | 3.2e-28 | -5.4 | 5.3 | 8.7e-08 | -0.99 | 0.01 | 0.99 | FALSE |
28 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SNX32 | 0.15 | 0.11 | blup | 60 | 0.15 | 6.0e-17 | -5.1 | -5.2 | 1.7e-07 | 0.90 | 0.03 | 0.97 | FALSE |
29 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CTSW | 0.32 | 0.26 | lasso | 1 | 0.26 | 4.3e-15 | -5.4 | 5.4 | 7.8e-08 | -0.96 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FIBP | 0.05 | 0.01 | blup | 44 | 0.02 | 1.5e-02 | -5.1 | -5.2 | 2.6e-07 | 0.93 | 0.01 | 0.76 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SNX32 | 0.11 | 0.06 | blup | 60 | 0.09 | 1.3e-05 | -5.4 | -5.4 | 7.7e-08 | 0.96 | 0.01 | 0.99 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FIBP | 0.04 | 0.04 | lasso | 3 | 0.04 | 1.2e-05 | -5.1 | -5.2 | 1.9e-07 | 0.93 | 0.01 | 0.99 | FALSE |
33 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | CTSW | 0.63 | 0.41 | lasso | 8 | 0.42 | 1.2e-21 | -5.4 | 5.4 | 6.2e-08 | -0.98 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Lung Adenocarcinoma | CTSW | 0.23 | 0.29 | lasso | 7 | 0.29 | 1.0e-33 | -5.4 | 5.3 | 1.1e-07 | -1.00 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | SNX32 | 0.14 | 0.09 | blup | 60 | 0.13 | 8.8e-15 | -5.1 | -5.5 | 4.8e-08 | 0.93 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CTSW | 0.25 | 0.34 | enet | 14 | 0.34 | 4.1e-40 | -5.4 | 5.3 | 9.2e-08 | -1.00 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CTSW | 0.20 | 0.23 | lasso | 9 | 0.23 | 1.5e-15 | -5.4 | 5.4 | 6.8e-08 | -0.99 | 0.01 | 0.99 | FALSE |
38 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SNX32 | 0.08 | 0.10 | blup | 60 | 0.11 | 6.0e-08 | -5.1 | -5.2 | 2.4e-07 | 0.95 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CTSW | 0.30 | 0.23 | lasso | 11 | 0.24 | 1.7e-10 | -5.4 | 5.3 | 1.1e-07 | -0.99 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SNX32 | 0.30 | 0.19 | lasso | 1 | 0.14 | 3.9e-06 | -5.1 | -5.1 | 2.8e-07 | 0.91 | 0.02 | 0.98 | FALSE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CTSW | 0.29 | 0.49 | enet | 12 | 0.49 | 3.4e-58 | -5.4 | 5.4 | 7.7e-08 | -1.00 | 0.01 | 0.99 | FALSE |
42 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CTSW | 0.18 | 0.22 | lasso | 3 | 0.22 | 4.1e-13 | -5.4 | 5.3 | 8.6e-08 | -1.00 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Soft Tissue Sarcoma | FIBP | 0.06 | 0.05 | blup | 45 | 0.04 | 1.2e-03 | -5.4 | -5.8 | 9.1e-09 | 0.97 | 0.01 | 0.94 | TRUE |
44 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CTSW | 0.24 | 0.35 | lasso | 7 | 0.36 | 3.0e-27 | -5.4 | 5.2 | 2.0e-07 | -0.96 | 0.01 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SNX32 | 0.12 | 0.13 | blup | 60 | 0.13 | 1.2e-09 | -5.4 | -5.5 | 4.4e-08 | 0.93 | 0.01 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CTSW | 0.26 | 0.29 | lasso | 9 | 0.27 | 4.7e-10 | -5.4 | 5.2 | 2.2e-07 | -0.99 | 0.01 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | CTSW | 0.25 | 0.37 | lasso | 8 | 0.37 | 5.2e-38 | -5.4 | 5.3 | 1.0e-07 | -1.00 | 0.01 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | CTSW | 0.24 | 0.21 | enet | 21 | 0.24 | 2.9e-07 | -5.4 | 5.2 | 1.6e-07 | -0.98 | 0.01 | 0.99 | FALSE |