Best TWAS P=8.3e-17 · Best GWAS P=1.74e-14 conditioned to 0.0989
# | 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 | Artery Aorta | PCYOX1 | 0.12 | 0.04 | lasso | 3 | 0.02 | 1.6e-02 | 6.5 | 6.5 | 9.9e-11 | 0.87 | 0.03 | 0.91 | FALSE |
2 | GTEx | Artery Tibial | PCYOX1 | 0.22 | 0.18 | lasso | 4 | 0.17 | 1.3e-13 | 6.4 | 6.4 | 1.2e-10 | 0.86 | 0.94 | 0.06 | FALSE |
3 | GTEx | Cells EBV-transformed lymphocytes | FAM136A | 0.31 | 0.12 | lasso | 7 | 0.16 | 5.6e-06 | -6.0 | -8.3 | 8.3e-17 | -0.56 | 0.10 | 0.88 | TRUE |
4 | GTEx | Cells EBV-transformed lymphocytes | SNRNP27 | 0.24 | 0.02 | enet | 16 | 0.02 | 6.2e-02 | -5.1 | -5.6 | 1.7e-08 | -0.43 | 0.06 | 0.06 | FALSE |
5 | GTEx | Cells Transformed fibroblasts | FAM136A | 0.22 | 0.17 | lasso | 5 | 0.14 | 6.2e-11 | 6.5 | -6.6 | 5.4e-11 | -0.76 | 0.86 | 0.14 | FALSE |
6 | GTEx | Colon Sigmoid | PCYOX1 | 0.19 | 0.00 | enet | 27 | 0.00 | 3.0e-01 | -2.6 | 5.6 | 2.2e-08 | 0.63 | 0.02 | 0.74 | FALSE |
7 | GTEx | Colon Transverse | PCYOX1 | 0.13 | 0.01 | lasso | 3 | 0.00 | 2.7e-01 | 5.6 | 6.5 | 9.1e-11 | 0.75 | 0.08 | 0.67 | FALSE |
8 | GTEx | Esophagus Muscularis | PCYOX1 | 0.18 | 0.16 | enet | 14 | 0.15 | 1.9e-09 | 7.7 | 7.5 | 6.6e-14 | 0.94 | 0.00 | 1.00 | FALSE |
9 | GTEx | Heart Left Ventricle | FAM136A | 0.17 | 0.09 | enet | 22 | 0.09 | 2.0e-05 | 6.6 | -5.9 | 4.0e-09 | -0.71 | 0.62 | 0.26 | FALSE |
10 | GTEx | Lung | FAM136A | 0.10 | 0.00 | lasso | 3 | 0.00 | 4.3e-01 | 6.4 | -7.6 | 3.6e-14 | -0.83 | 0.06 | 0.16 | FALSE |
11 | GTEx | Skin Not Sun Exposed Suprapubic | PCYOX1 | 0.14 | 0.03 | lasso | 6 | 0.02 | 2.2e-02 | 6.2 | 5.5 | 4.8e-08 | 0.72 | 0.10 | 0.41 | FALSE |
12 | GTEx | Thyroid | SNRNP27 | 0.12 | 0.05 | enet | 11 | 0.06 | 1.6e-05 | -5.3 | -6.3 | 2.9e-10 | -0.18 | 0.80 | 0.01 | FALSE |
13 | ROSMAP | Brain Pre-frontal Cortex | FAM136A | 0.09 | 0.08 | lasso | 3 | 0.06 | 9.9e-09 | 6.3 | -6.0 | 1.9e-09 | -0.51 | 0.95 | 0.05 | FALSE |
14 | YFS | Blood | PCYOX1 | 0.02 | 0.01 | blup | 461 | 0.01 | 1.1e-05 | 6.8 | -5.4 | 6.0e-08 | -0.61 | 0.02 | 0.98 | FALSE |
15 | YFS | Blood | SNRNP27 | 0.05 | 0.05 | bslmm | 332 | 0.05 | 9.5e-17 | 4.7 | -6.6 | 5.3e-11 | -0.51 | 1.00 | 0.00 | FALSE |
16 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FAM136A | 0.05 | 0.05 | blup | 42 | 0.04 | 1.3e-04 | 6.4 | -6.8 | 1.3e-11 | -0.74 | 0.02 | 0.95 | FALSE |
17 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FAM136A | 0.03 | 0.04 | lasso | 2 | 0.03 | 1.3e-07 | 6.5 | -6.5 | 8.0e-11 | -0.74 | 0.51 | 0.49 | FALSE |
18 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SNRNP27 | 0.02 | 0.00 | enet | 5 | 0.01 | 2.5e-03 | -4.9 | -5.8 | 6.8e-09 | -0.26 | 0.00 | 0.58 | FALSE |
19 | The Cancer Genome Atlas | Colon Adenocarcinoma | FAM136A | 0.10 | 0.12 | lasso | 2 | 0.12 | 3.0e-07 | 6.4 | -6.5 | 1.1e-10 | -0.74 | 0.74 | 0.20 | FALSE |
20 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SNRNP27 | 0.04 | 0.02 | blup | 31 | 0.02 | 1.6e-03 | -5.1 | -5.2 | 2.1e-07 | -0.08 | 0.01 | 0.96 | FALSE |
21 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FAM136A | 0.04 | 0.03 | blup | 42 | 0.04 | 6.0e-05 | 6.4 | -7.2 | 4.5e-13 | -0.88 | 0.04 | 0.93 | FALSE |
22 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SNRNP27 | 0.09 | 0.02 | blup | 31 | 0.05 | 4.4e-06 | -4.6 | -6.3 | 2.3e-10 | -0.28 | 0.01 | 0.98 | TRUE |
23 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM136A | 0.07 | 0.03 | lasso | 3 | 0.04 | 1.6e-03 | 7.7 | -7.5 | 7.1e-14 | -0.91 | 0.00 | 0.94 | FALSE |
24 | The Cancer Genome Atlas | Lung Adenocarcinoma | C2orf42 | 0.04 | 0.01 | blup | 46 | 0.02 | 1.1e-03 | 6.9 | -6.4 | 1.6e-10 | -0.53 | 0.01 | 0.80 | FALSE |
25 | The Cancer Genome Atlas | Lung Adenocarcinoma | FAM136A | 0.04 | 0.03 | blup | 42 | 0.03 | 1.2e-04 | 6.5 | -6.0 | 1.5e-09 | -0.80 | 0.17 | 0.81 | FALSE |
26 | The Cancer Genome Atlas | Lung Adenocarcinoma | SNRNP27 | 0.06 | 0.06 | enet | 3 | 0.04 | 9.5e-06 | -5.0 | -5.9 | 4.2e-09 | -0.18 | 0.01 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SNRNP27 | 0.05 | 0.01 | enet | 3 | 0.03 | 1.7e-04 | 4.5 | -5.9 | 3.8e-09 | -0.28 | 0.02 | 0.66 | FALSE |
28 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FAM136A | 0.19 | 0.02 | blup | 42 | 0.07 | 7.5e-04 | 7.6 | -5.4 | 5.4e-08 | -0.66 | 0.01 | 0.87 | FALSE |
29 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SNRNP27 | 0.09 | 0.01 | blup | 31 | 0.03 | 5.1e-04 | -5.3 | -6.2 | 7.5e-10 | -0.32 | 0.00 | 0.74 | FALSE |
30 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C2orf42 | 0.12 | 0.03 | enet | 17 | 0.05 | 1.0e-03 | 6.4 | -5.9 | 4.7e-09 | -0.54 | 0.04 | 0.21 | FALSE |
31 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FAM136A | 0.04 | 0.04 | lasso | 4 | 0.04 | 8.5e-04 | 6.4 | -6.6 | 3.3e-11 | -0.85 | 0.03 | 0.71 | FALSE |
32 | The Cancer Genome Atlas | Thyroid Carcinoma | FAM136A | 0.05 | 0.04 | lasso | 3 | 0.04 | 4.5e-05 | 6.4 | -6.8 | 9.9e-12 | -0.83 | 0.02 | 0.98 | FALSE |
33 | The Cancer Genome Atlas | Thyroid Carcinoma | SNRNP27 | 0.06 | 0.05 | lasso | 2 | 0.05 | 8.6e-06 | -5.0 | -5.3 | 1.1e-07 | -0.09 | 0.01 | 0.97 | FALSE |