Best TWAS P=3.54e-08 · Best GWAS P=7.1e-14 conditioned to 2e-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 | RP11-316M1.12 | 0.23 | 0.46 | enet | 17 | 0.46 | 4.8e-42 | -4.8 | 5.2 | 2.6e-07 | 0.01 | 0.94 | 0.06 | FALSE |
2 | GTEx | Adrenal Gland | CTSS | 0.12 | 0.13 | lasso | 9 | 0.08 | 7.0e-04 | -4.8 | -5.2 | 2.4e-07 | -0.02 | 0.06 | 0.92 | FALSE |
3 | GTEx | Brain Cerebellar Hemisphere | RP11-316M1.12 | 0.31 | 0.37 | lasso | 4 | 0.39 | 4.5e-11 | -4.8 | 5.3 | 1.1e-07 | 0.03 | 0.05 | 0.95 | FALSE |
4 | GTEx | Esophagus Gastroesophageal Junction | RP11-316M1.12 | 0.25 | 0.40 | lasso | 8 | 0.41 | 4.4e-16 | -4.8 | 5.1 | 2.8e-07 | 0.02 | 0.06 | 0.94 | FALSE |
5 | GTEx | Heart Left Ventricle | RP11-316M1.12 | 0.21 | 0.29 | lasso | 2 | 0.30 | 2.5e-16 | -4.8 | 5.2 | 1.6e-07 | 0.01 | 0.86 | 0.14 | FALSE |
6 | GTEx | Liver | RP11-316M1.12 | 0.27 | 0.33 | lasso | 5 | 0.37 | 2.9e-11 | -4.8 | 5.1 | 3.1e-07 | 0.03 | 0.18 | 0.82 | FALSE |
7 | GTEx | Nerve Tibial | GOLPH3L | 0.33 | 0.52 | lasso | 5 | 0.50 | 1.6e-40 | -5.2 | -5.2 | 2.1e-07 | -0.04 | 0.10 | 0.90 | FALSE |
8 | GTEx | Prostate | RP11-316M1.12 | 0.16 | 0.23 | enet | 24 | 0.21 | 5.2e-06 | -5.2 | 5.2 | 2.1e-07 | 0.04 | 0.05 | 0.94 | FALSE |
9 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-316M1.12 | 0.19 | 0.37 | lasso | 2 | 0.38 | 7.6e-22 | -4.9 | 5.1 | 3.1e-07 | 0.03 | 0.14 | 0.86 | FALSE |
10 | GTEx | Skin Sun Exposed Lower leg | GOLPH3L | 0.18 | 0.36 | enet | 48 | 0.39 | 4.7e-34 | -4.9 | -5.3 | 1.2e-07 | -0.05 | 0.24 | 0.76 | FALSE |
11 | GTEx | Spleen | RP11-54A4.2 | 0.29 | 0.10 | lasso | 9 | 0.04 | 3.8e-02 | -4.8 | 5.4 | 6.1e-08 | 0.03 | 0.07 | 0.78 | FALSE |
12 | GTEx | Testis | CTSK | 0.07 | 0.01 | enet | 19 | 0.01 | 1.2e-01 | -4.7 | -5.4 | 6.1e-08 | -0.02 | 0.08 | 0.80 | FALSE |
13 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | HORMAD1 | 0.22 | 0.35 | lasso | 12 | 0.37 | 7.6e-33 | -5.2 | -5.3 | 1.5e-07 | -0.04 | 0.02 | 0.98 | FALSE |
14 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HORMAD1 | 0.06 | 0.11 | lasso | 2 | 0.10 | 2.0e-20 | -5.5 | -5.5 | 3.5e-08 | -0.04 | 0.03 | 0.97 | TRUE |
15 | The Cancer Genome Atlas | Colon Adenocarcinoma | HORMAD1 | 0.14 | 0.14 | lasso | 7 | 0.13 | 4.8e-08 | -5.2 | -5.2 | 2.6e-07 | -0.05 | 0.02 | 0.98 | FALSE |
16 | The Cancer Genome Atlas | Glioblastoma Multiforme | CTSS | 0.08 | 0.03 | blup | 50 | 0.07 | 4.8e-03 | -5.0 | -5.2 | 2.3e-07 | -0.03 | 0.03 | 0.66 | FALSE |
17 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GOLPH3L | 0.02 | 0.02 | blup | 49 | 0.01 | 1.6e-02 | -5.2 | 5.2 | 1.8e-07 | 0.03 | 0.03 | 0.67 | FALSE |
18 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CTSS | 0.07 | 0.07 | blup | 50 | 0.07 | 6.4e-04 | -5.5 | -5.1 | 2.9e-07 | -0.05 | 0.02 | 0.85 | FALSE |
19 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GOLPH3L | 0.03 | 0.01 | blup | 49 | 0.01 | 2.2e-02 | -5.2 | 5.3 | 1.4e-07 | 0.03 | 0.03 | 0.60 | FALSE |
20 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TDRKH | 0.37 | 0.38 | lasso | 4 | 0.40 | 1.0e-44 | -5.3 | -5.2 | 1.7e-07 | 0.22 | 1.00 | 0.00 | TRUE |
21 | The Cancer Genome Atlas | Rectum Adenocarcinoma | HORMAD1 | 0.19 | 0.14 | blup | 43 | 0.14 | 3.3e-04 | -5.2 | -5.2 | 1.6e-07 | -0.04 | 0.03 | 0.91 | FALSE |
22 | The Cancer Genome Atlas | Soft Tissue Sarcoma | HORMAD1 | 0.14 | 0.15 | blup | 44 | 0.15 | 3.2e-09 | -5.2 | -5.2 | 2.5e-07 | -0.05 | 0.02 | 0.98 | FALSE |
23 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | HORMAD1 | 0.16 | 0.17 | blup | 44 | 0.16 | 4.4e-05 | -4.9 | -5.2 | 2.4e-07 | -0.04 | 0.04 | 0.91 | FALSE |
24 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CTSS | 0.04 | 0.04 | blup | 48 | 0.04 | 6.9e-04 | -4.7 | -5.2 | 1.9e-07 | -0.02 | 0.02 | 0.89 | FALSE |
25 | The Cancer Genome Atlas | Stomach Adenocarcinoma | HORMAD1 | 0.10 | 0.15 | lasso | 6 | 0.15 | 5.9e-11 | -5.5 | -5.4 | 5.4e-08 | -0.04 | 0.03 | 0.97 | FALSE |
26 | The Cancer Genome Atlas | Thyroid Carcinoma | CTSS | 0.11 | 0.23 | lasso | 8 | 0.24 | 1.2e-22 | -4.7 | -5.2 | 2.3e-07 | -0.03 | 0.80 | 0.20 | FALSE |
27 | The Cancer Genome Atlas | Thyroid Carcinoma | HORMAD1 | 0.19 | 0.14 | lasso | 5 | 0.15 | 8.3e-15 | -5.2 | -5.2 | 1.7e-07 | -0.04 | 0.11 | 0.89 | FALSE |
28 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | CTSS | 0.13 | 0.03 | lasso | 8 | 0.05 | 1.9e-02 | -5.2 | -5.1 | 3.0e-07 | -0.06 | 0.02 | 0.58 | FALSE |