Best TWAS P=6.84e-22 · Best GWAS P=5.79e-34 conditioned to 1.71e-27
# | 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 | CommonMind | Brain Pre-frontal Cortex | IFT88 | 0.27 | 0.33 | lasso | 11 | 0.34 | 1.4e-42 | 7.5 | 7.9 | 3.7e-15 | -0.13 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | IFT88 | 0.25 | 0.18 | lasso | 6 | 0.18 | 2.9e-14 | 7.6 | 7.6 | 2.9e-14 | -0.13 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adrenal Gland | IFT88 | 0.17 | 0.10 | lasso | 4 | 0.10 | 2.2e-04 | 7.6 | 6.7 | 2.8e-11 | -0.12 | 0.56 | 0.02 | FALSE |
4 | GTEx | Artery Aorta | IFT88 | 0.25 | 0.23 | enet | 16 | 0.22 | 2.3e-12 | 7.6 | 7.6 | 2.8e-14 | -0.12 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | XPO4 | 0.12 | 0.04 | lasso | 4 | 0.02 | 2.0e-02 | 4.9 | -5.7 | 1.5e-08 | 0.10 | 0.62 | 0.02 | FALSE |
6 | GTEx | Artery Coronary | IFT88 | 0.17 | 0.05 | lasso | 6 | 0.02 | 5.4e-02 | 7.6 | 7.0 | 1.8e-12 | -0.14 | 0.24 | 0.04 | FALSE |
7 | GTEx | Artery Tibial | IFT88 | 0.27 | 0.17 | enet | 40 | 0.19 | 1.4e-14 | 7.7 | 7.4 | 1.1e-13 | -0.10 | 1.00 | 0.00 | FALSE |
8 | GTEx | Brain Cerebellum | IFT88 | 0.29 | 0.24 | lasso | 1 | 0.22 | 3.3e-07 | 7.7 | 7.7 | 1.0e-14 | -0.13 | 0.84 | 0.01 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | CRYL1 | 0.27 | 0.00 | lasso | 11 | 0.00 | 3.4e-01 | -5.8 | -8.8 | 1.8e-18 | 0.08 | 0.07 | 0.13 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | IFT88 | 0.15 | 0.00 | lasso | 5 | 0.00 | 2.1e-01 | 3.3 | 7.6 | 2.8e-14 | -0.12 | 0.28 | 0.03 | FALSE |
11 | GTEx | Colon Transverse | IFT88 | 0.20 | 0.09 | lasso | 8 | 0.07 | 2.1e-04 | 7.6 | 6.0 | 1.4e-09 | -0.09 | 0.33 | 0.03 | FALSE |
12 | GTEx | Esophagus Gastroesophageal Junction | IFT88 | 0.42 | 0.20 | lasso | 8 | 0.23 | 5.7e-09 | 7.5 | 6.8 | 7.3e-12 | -0.14 | 1.00 | 0.00 | FALSE |
13 | GTEx | Esophagus Mucosa | IFT88 | 0.15 | 0.06 | enet | 26 | 0.10 | 2.9e-07 | 3.6 | 5.9 | 3.9e-09 | -0.08 | 0.94 | 0.00 | FALSE |
14 | GTEx | Esophagus Muscularis | IFT88 | 0.38 | 0.26 | lasso | 4 | 0.25 | 1.4e-15 | 7.7 | 7.8 | 9.2e-15 | -0.13 | 1.00 | 0.00 | FALSE |
15 | GTEx | Esophagus Muscularis | XPO4 | 0.10 | 0.00 | enet | 5 | 0.00 | 5.0e-01 | 1.1 | -7.1 | 1.7e-12 | 0.10 | 0.15 | 0.10 | FALSE |
16 | GTEx | Heart Atrial Appendage | IFT88 | 0.36 | 0.28 | lasso | 4 | 0.28 | 4.7e-13 | 7.7 | 7.7 | 1.5e-14 | -0.12 | 1.00 | 0.00 | FALSE |
17 | GTEx | Heart Left Ventricle | IFT88 | 0.27 | 0.27 | lasso | 7 | 0.26 | 2.3e-14 | 7.5 | 7.8 | 6.6e-15 | -0.12 | 1.00 | 0.00 | FALSE |
18 | GTEx | Lung | IFT88 | 0.18 | 0.14 | lasso | 5 | 0.16 | 1.3e-12 | 7.7 | 6.7 | 2.0e-11 | -0.11 | 1.00 | 0.00 | FALSE |
19 | GTEx | Nerve Tibial | IFT88 | 0.23 | 0.14 | lasso | 8 | 0.12 | 5.5e-09 | 7.8 | 7.2 | 5.8e-13 | -0.12 | 1.00 | 0.00 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | IFT88 | 0.12 | 0.08 | lasso | 5 | 0.05 | 1.4e-03 | 7.7 | 7.9 | 4.0e-15 | -0.15 | 0.43 | 0.02 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | IFT88 | 0.10 | 0.06 | lasso | 4 | 0.06 | 1.7e-05 | 7.7 | 7.7 | 1.1e-14 | -0.12 | 0.97 | 0.00 | FALSE |
22 | GTEx | Spleen | IFT88 | 0.50 | 0.37 | enet | 27 | 0.39 | 4.7e-11 | 7.6 | 6.8 | 1.0e-11 | -0.07 | 0.97 | 0.00 | FALSE |
23 | GTEx | Testis | IFT88 | 0.48 | 0.42 | lasso | 7 | 0.46 | 2.4e-22 | 7.6 | 7.0 | 1.9e-12 | -0.13 | 1.00 | 0.00 | FALSE |
24 | METSIM | Adipose | IFT88 | 0.11 | 0.07 | bslmm | 543 | 0.07 | 3.9e-10 | 7.5 | 8.0 | 1.6e-15 | -0.15 | 1.00 | 0.00 | FALSE |
25 | METSIM | Adipose | XPO4 | 0.03 | 0.02 | bslmm | 544 | 0.01 | 1.1e-02 | 4.2 | -6.0 | 2.0e-09 | 0.14 | 0.83 | 0.01 | FALSE |
26 | YFS | Blood | IL17D | 0.02 | 0.02 | blup | 482 | 0.01 | 1.8e-04 | -5.8 | -8.5 | 1.5e-17 | 0.13 | 0.72 | 0.01 | FALSE |
27 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IFT88 | 0.06 | 0.04 | blup | 86 | 0.03 | 1.4e-07 | 6.9 | 8.4 | 3.6e-17 | -0.15 | 0.65 | 0.35 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | N6AMT2 | 0.02 | 0.02 | lasso | 1 | 0.01 | 4.3e-04 | -5.5 | 5.5 | 4.9e-08 | -0.08 | 0.20 | 0.03 | FALSE |
29 | The Cancer Genome Atlas | Esophageal Carcinoma | IFT88 | 0.11 | 0.09 | lasso | 7 | 0.11 | 2.0e-04 | 7.5 | 5.6 | 1.8e-08 | -0.08 | 0.02 | 0.89 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IFT88 | 0.04 | 0.03 | blup | 83 | 0.03 | 2.2e-04 | 7.6 | 9.6 | 6.8e-22 | -0.15 | 0.01 | 0.96 | TRUE |
31 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | XPO4 | 0.03 | 0.01 | blup | 72 | 0.03 | 1.5e-04 | -4.2 | -6.9 | 5.5e-12 | 0.08 | 0.23 | 0.19 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IFT88 | 0.11 | 0.10 | blup | 86 | 0.09 | 3.5e-10 | 7.8 | 9.6 | 1.4e-21 | -0.14 | 0.01 | 0.99 | FALSE |
33 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IFT88 | 0.07 | 0.04 | lasso | 8 | 0.06 | 5.5e-07 | 4.9 | 5.4 | 6.1e-08 | -0.09 | 0.73 | 0.21 | FALSE |
34 | The Cancer Genome Atlas | Soft Tissue Sarcoma | IFT88 | 0.05 | 0.04 | blup | 85 | 0.03 | 3.9e-03 | 3.8 | 6.3 | 2.1e-10 | -0.12 | 0.05 | 0.71 | FALSE |
35 | The Cancer Genome Atlas | Thyroid Carcinoma | IFT88 | 0.05 | 0.00 | blup | 85 | 0.02 | 2.1e-03 | 5.7 | 8.9 | 3.8e-19 | -0.16 | 0.02 | 0.63 | FALSE |