Best TWAS P=3.03e-24 · Best GWAS P=2.3e-34 conditioned to 8.96e-28
# | 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 | EML3 | 0.07 | 0.00 | enet | 22 | 0.02 | 6.0e-03 | 0.16 | -6.9 | 4.6e-12 | -0.24 | 0.11 | 0.10 | TRUE |
2 | GTEx | Artery Aorta | FADS2 | 0.18 | 0.17 | lasso | 3 | 0.14 | 3.2e-08 | 10.06 | 9.6 | 6.5e-22 | -0.01 | 0.00 | 1.00 | FALSE |
3 | GTEx | Artery Tibial | FADS2 | 0.08 | 0.02 | lasso | 4 | 0.02 | 6.9e-03 | 5.40 | 6.0 | 2.6e-09 | 0.00 | 0.13 | 0.73 | FALSE |
4 | GTEx | Cells Transformed fibroblasts | FADS2 | 0.20 | 0.23 | lasso | 3 | 0.23 | 4.6e-17 | 10.06 | 10.1 | 5.3e-24 | -0.01 | 0.00 | 1.00 | FALSE |
5 | GTEx | Colon Sigmoid | FADS2 | 0.24 | 0.12 | lasso | 5 | 0.13 | 2.2e-05 | 6.30 | 6.4 | 1.7e-10 | 0.00 | 0.02 | 0.94 | FALSE |
6 | GTEx | Colon Transverse | FADS2 | 0.18 | 0.11 | lasso | 7 | 0.16 | 8.1e-08 | 10.06 | 8.5 | 2.1e-17 | -0.04 | 0.00 | 1.00 | FALSE |
7 | GTEx | Esophagus Gastroesophageal Junction | FADS2 | 0.22 | 0.22 | lasso | 2 | 0.20 | 7.8e-08 | 10.06 | 10.0 | 1.6e-23 | -0.01 | 0.00 | 1.00 | FALSE |
8 | GTEx | Esophagus Muscularis | FADS2 | 0.32 | 0.30 | lasso | 6 | 0.31 | 3.7e-19 | 10.06 | 9.7 | 3.1e-22 | 0.00 | 0.00 | 1.00 | FALSE |
9 | GTEx | Heart Atrial Appendage | FADS2 | 0.16 | 0.11 | lasso | 1 | 0.04 | 5.1e-03 | 10.06 | 10.1 | 8.1e-24 | -0.01 | 0.00 | 1.00 | FALSE |
10 | GTEx | Heart Left Ventricle | FADS2 | 0.17 | 0.12 | enet | 3 | 0.13 | 1.5e-07 | 7.81 | 8.9 | 6.0e-19 | -0.02 | 0.01 | 0.99 | FALSE |
11 | GTEx | Muscle Skeletal | FADS2 | 0.08 | 0.04 | lasso | 2 | 0.03 | 5.9e-04 | 4.41 | 6.3 | 2.3e-10 | 0.01 | 0.22 | 0.76 | FALSE |
12 | GTEx | Nerve Tibial | FADS2 | 0.20 | 0.14 | lasso | 3 | 0.13 | 1.5e-09 | 10.06 | 10.2 | 3.0e-24 | -0.01 | 0.00 | 1.00 | TRUE |
13 | GTEx | Nerve Tibial | RP11-727F15.9 | 0.13 | 0.00 | enet | 28 | 0.06 | 9.1e-05 | -0.81 | -5.1 | 3.1e-07 | -0.17 | 0.12 | 0.11 | FALSE |
14 | GTEx | Spleen | FADS2 | 0.30 | 0.27 | lasso | 3 | 0.27 | 1.6e-07 | 10.06 | 9.6 | 1.0e-21 | 0.00 | 0.00 | 1.00 | FALSE |
15 | GTEx | Thyroid | FADS2 | 0.16 | 0.18 | lasso | 4 | 0.17 | 7.0e-13 | 10.06 | 10.0 | 1.9e-23 | -0.01 | 0.00 | 1.00 | FALSE |
16 | GTEx | Whole Blood | FADS2 | 0.49 | 0.48 | lasso | 5 | 0.48 | 3.0e-49 | 10.06 | 10.0 | 1.5e-23 | 0.00 | 0.00 | 1.00 | FALSE |
17 | METSIM | Adipose | FADS2 | 0.07 | 0.05 | lasso | 3 | 0.04 | 3.2e-07 | 10.06 | 10.1 | 5.6e-24 | -0.01 | 0.00 | 1.00 | FALSE |
18 | NTR | Blood | C11orf10 | 0.06 | 0.08 | bslmm | 399 | 0.08 | 1.3e-24 | 5.40 | 5.4 | 5.3e-08 | 0.00 | 1.00 | 0.00 | FALSE |
19 | NTR | Blood | FADS2 | 0.30 | 0.33 | lasso | 7 | 0.33 | 9.0e-109 | 10.06 | 9.9 | 3.5e-23 | 0.00 | 0.00 | 1.00 | FALSE |
20 | ROSMAP | Brain Pre-frontal Cortex | TMEM258 | 0.14 | 0.16 | lasso | 4 | 0.15 | 4.7e-19 | 5.40 | 5.2 | 1.9e-07 | 0.02 | 1.00 | 0.00 | FALSE |
21 | YFS | Blood | FADS1 | 0.11 | 0.08 | lasso | 8 | 0.09 | 6.1e-29 | 10.06 | 8.9 | 7.1e-19 | 0.00 | 0.00 | 1.00 | FALSE |
22 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FADS2 | 0.05 | 0.04 | lasso | 2 | 0.04 | 2.2e-09 | 10.06 | 9.4 | 3.3e-21 | 0.00 | 0.00 | 1.00 | FALSE |
23 | The Cancer Genome Atlas | Colon Adenocarcinoma | FADS2 | 0.30 | 0.21 | lasso | 2 | 0.22 | 6.7e-13 | 10.06 | 9.3 | 1.2e-20 | 0.00 | 0.00 | 1.00 | FALSE |
24 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FADS2 | 0.05 | 0.04 | lasso | 3 | 0.05 | 1.9e-06 | 10.06 | 9.1 | 6.0e-20 | 0.01 | 0.00 | 1.00 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FADS2 | 0.26 | 0.29 | enet | 15 | 0.29 | 2.9e-33 | 10.06 | 9.1 | 1.2e-19 | -0.01 | 0.00 | 1.00 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FADS2 | 0.33 | 0.27 | lasso | 9 | 0.35 | 9.3e-21 | 10.06 | 9.1 | 1.0e-19 | 0.02 | 0.00 | 1.00 | FALSE |
27 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FADS1 | 0.05 | 0.05 | blup | 53 | 0.04 | 6.8e-05 | 4.94 | -5.5 | 2.9e-08 | 0.02 | 0.75 | 0.16 | FALSE |
28 | The Cancer Genome Atlas | Lung Adenocarcinoma | FADS2 | 0.04 | 0.04 | lasso | 4 | 0.02 | 1.7e-03 | 10.06 | 9.9 | 3.3e-23 | 0.00 | 0.00 | 1.00 | FALSE |
29 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FADS2 | 0.15 | 0.16 | lasso | 2 | 0.12 | 8.8e-06 | 10.06 | 9.4 | 3.8e-21 | -0.01 | 0.00 | 1.00 | FALSE |
30 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C11orf10 | 0.02 | 0.01 | enet | 11 | 0.01 | 1.6e-02 | 5.40 | 5.5 | 3.1e-08 | 0.02 | 0.03 | 0.46 | FALSE |
31 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FADS2 | 0.07 | 0.07 | lasso | 4 | 0.06 | 1.9e-06 | 10.06 | 9.1 | 8.6e-20 | 0.01 | 0.00 | 1.00 | FALSE |
32 | The Cancer Genome Atlas | Rectum Adenocarcinoma | FADS2 | 0.47 | 0.34 | lasso | 5 | 0.30 | 7.9e-08 | 10.06 | 9.7 | 4.4e-22 | 0.01 | 0.00 | 1.00 | FALSE |
33 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FADS2 | 0.15 | 0.05 | blup | 71 | 0.11 | 2.5e-08 | 10.06 | 6.4 | 1.3e-10 | 0.00 | 0.00 | 1.00 | FALSE |
34 | The Cancer Genome Atlas | Thyroid Carcinoma | FADS2 | 0.30 | 0.33 | lasso | 8 | 0.33 | 5.6e-33 | 10.06 | 9.5 | 2.8e-21 | 0.00 | 0.00 | 1.00 | FALSE |