Best TWAS P=7.9e-11 · Best GWAS P=5.87e-11 conditioned to 0.000103
# | 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 | KLC1 | 0.05 | 0.03 | lasso | 3 | 0.03 | 1.8e-03 | 4.4 | 5.9 | 3.5e-09 | -0.02 | 0.10 | 0.67 | FALSE |
2 | GTEx | Adipose Subcutaneous | APOPT1 | 0.06 | 0.02 | lasso | 5 | 0.02 | 8.2e-03 | 4.9 | -5.4 | 8.2e-08 | 0.03 | 0.18 | 0.58 | FALSE |
3 | GTEx | Adipose Visceral Omentum | KLC1 | 0.06 | 0.02 | lasso | 2 | 0.00 | 2.2e-01 | -5.1 | 5.3 | 1.0e-07 | 0.00 | 0.09 | 0.45 | FALSE |
4 | GTEx | Adrenal Gland | KLC1 | 0.15 | 0.03 | lasso | 3 | 0.06 | 4.6e-03 | 4.9 | 5.9 | 3.8e-09 | -0.03 | 0.08 | 0.54 | FALSE |
5 | GTEx | Artery Aorta | KLC1 | 0.10 | 0.14 | lasso | 3 | 0.14 | 6.1e-08 | -5.0 | 5.5 | 3.6e-08 | 0.00 | 0.13 | 0.86 | FALSE |
6 | GTEx | Artery Tibial | TRMT61A | 0.07 | 0.07 | lasso | 3 | 0.06 | 2.4e-05 | -5.4 | -5.3 | 9.5e-08 | 0.03 | 0.04 | 0.95 | FALSE |
7 | GTEx | Brain Frontal Cortex BA9 | APOPT1 | 0.17 | 0.07 | lasso | 3 | 0.08 | 4.6e-03 | 5.4 | -6.1 | 1.3e-09 | 0.02 | 0.04 | 0.78 | FALSE |
8 | GTEx | Breast Mammary Tissue | MARK3 | 0.12 | 0.11 | lasso | 2 | 0.08 | 3.9e-05 | -5.2 | -5.2 | 2.0e-07 | 0.02 | 0.06 | 0.90 | FALSE |
9 | GTEx | Breast Mammary Tissue | KLC1 | 0.12 | 0.02 | enet | 26 | 0.07 | 2.9e-04 | 3.8 | 5.7 | 1.1e-08 | 0.00 | 0.34 | 0.61 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | KLC1 | 0.16 | 0.11 | enet | 17 | 0.10 | 3.1e-08 | 4.9 | 5.3 | 1.2e-07 | -0.03 | 0.22 | 0.77 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | APOPT1 | 0.14 | 0.12 | lasso | 3 | 0.10 | 6.4e-08 | -5.1 | -5.5 | 4.3e-08 | 0.00 | 0.12 | 0.88 | FALSE |
12 | GTEx | Colon Transverse | KLC1 | 0.16 | 0.01 | lasso | 7 | 0.00 | 1.9e-01 | 4.6 | 5.3 | 1.5e-07 | -0.02 | 0.08 | 0.52 | FALSE |
13 | GTEx | Esophagus Muscularis | KLC1 | 0.07 | 0.01 | enet | 10 | 0.02 | 2.6e-02 | -5.1 | 5.1 | 2.7e-07 | -0.04 | 0.09 | 0.57 | FALSE |
14 | GTEx | Lung | MARK3 | 0.06 | 0.02 | lasso | 3 | 0.01 | 6.6e-02 | -5.2 | -5.3 | 9.0e-08 | 0.02 | 0.05 | 0.88 | FALSE |
15 | GTEx | Lung | CKB | 0.07 | 0.01 | lasso | 2 | 0.01 | 3.4e-02 | -5.1 | -5.6 | 1.7e-08 | 0.01 | 0.05 | 0.85 | FALSE |
16 | GTEx | Muscle Skeletal | ZFYVE21 | 0.10 | 0.05 | lasso | 2 | 0.03 | 3.3e-04 | -5.1 | 5.2 | 1.5e-07 | -0.02 | 0.12 | 0.82 | FALSE |
17 | GTEx | Muscle Skeletal | KLC1 | 0.11 | 0.07 | lasso | 7 | 0.08 | 3.3e-08 | -5.0 | 5.5 | 3.4e-08 | -0.02 | 0.13 | 0.87 | FALSE |
18 | GTEx | Muscle Skeletal | APOPT1 | 0.14 | 0.21 | enet | 10 | 0.22 | 6.7e-21 | -5.1 | 5.8 | 5.8e-09 | -0.02 | 0.04 | 0.96 | FALSE |
19 | GTEx | Pituitary | MARK3 | 0.21 | 0.27 | enet | 8 | 0.25 | 4.9e-07 | -5.2 | -5.5 | 4.8e-08 | 0.02 | 0.06 | 0.90 | FALSE |
20 | GTEx | Prostate | MARK3 | 0.18 | 0.22 | enet | 11 | 0.20 | 8.0e-06 | -5.2 | -5.4 | 8.7e-08 | 0.03 | 0.06 | 0.88 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | MARK3 | 0.10 | 0.09 | enet | 13 | 0.08 | 7.5e-07 | -5.3 | -5.9 | 3.9e-09 | 0.02 | 0.06 | 0.94 | FALSE |
22 | GTEx | Spleen | KLC1 | 0.15 | 0.05 | lasso | 3 | 0.03 | 6.4e-02 | 5.4 | 6.0 | 2.5e-09 | -0.03 | 0.05 | 0.53 | FALSE |
23 | GTEx | Stomach | MARK3 | 0.10 | 0.09 | lasso | 2 | 0.04 | 4.5e-03 | -5.2 | -5.3 | 1.2e-07 | 0.02 | 0.06 | 0.84 | FALSE |
24 | GTEx | Stomach | TRMT61A | 0.12 | 0.11 | lasso | 5 | 0.08 | 1.2e-04 | -5.2 | -5.2 | 1.9e-07 | 0.02 | 0.06 | 0.90 | FALSE |
25 | GTEx | Thyroid | MARK3 | 0.38 | 0.48 | lasso | 4 | 0.48 | 2.8e-41 | -5.2 | -5.2 | 1.9e-07 | 0.02 | 0.08 | 0.92 | FALSE |
26 | METSIM | Adipose | MARK3 | 0.03 | 0.02 | lasso | 6 | 0.03 | 6.3e-05 | 4.9 | -6.0 | 1.9e-09 | 0.04 | 0.06 | 0.94 | FALSE |
27 | METSIM | Adipose | TRAF3 | 0.04 | 0.02 | enet | 7 | 0.04 | 4.5e-06 | 5.2 | 5.5 | 3.1e-08 | 0.79 | 0.03 | 0.96 | TRUE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C14orf153 | 0.05 | 0.02 | lasso | 4 | 0.02 | 8.0e-05 | -5.1 | -5.5 | 3.2e-08 | 0.03 | 0.01 | 0.98 | FALSE |
29 | The Cancer Genome Atlas | Glioblastoma Multiforme | C14orf153 | 0.14 | 0.01 | blup | 40 | 0.03 | 3.5e-02 | -5.1 | -6.1 | 1.3e-09 | 0.02 | 0.01 | 0.46 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MARK3 | 0.07 | 0.03 | blup | 64 | 0.06 | 5.5e-07 | -4.1 | -5.5 | 4.5e-08 | 0.03 | 0.04 | 0.95 | FALSE |
31 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C14orf153 | 0.04 | 0.01 | blup | 38 | 0.03 | 6.2e-04 | 4.4 | -6.2 | 6.3e-10 | 0.03 | 0.03 | 0.68 | FALSE |
32 | The Cancer Genome Atlas | Lung Adenocarcinoma | C14orf153 | 0.06 | 0.02 | blup | 38 | 0.04 | 2.4e-05 | -5.1 | -6.4 | 1.7e-10 | 0.03 | 0.03 | 0.88 | FALSE |
33 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CKB | 0.03 | 0.00 | blup | 34 | 0.02 | 1.4e-03 | 4.9 | -6.5 | 7.9e-11 | 0.03 | 0.02 | 0.66 | TRUE |
34 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | BAG5 | 0.08 | 0.09 | lasso | 2 | 0.08 | 3.7e-04 | -5.2 | -5.2 | 1.6e-07 | 0.02 | 0.01 | 0.90 | FALSE |
35 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C14orf153 | 0.11 | 0.11 | lasso | 3 | 0.10 | 1.1e-04 | -5.4 | -5.8 | 6.6e-09 | 0.03 | 0.01 | 0.96 | FALSE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C14orf153 | 0.09 | 0.08 | blup | 38 | 0.09 | 6.2e-10 | -5.4 | -6.3 | 2.2e-10 | 0.04 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CKB | 0.07 | 0.09 | blup | 32 | 0.10 | 1.1e-10 | 5.4 | -6.1 | 9.5e-10 | 0.02 | 0.01 | 0.99 | FALSE |
38 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C14orf153 | 0.20 | 0.05 | lasso | 2 | 0.04 | 8.8e-04 | 5.4 | -5.6 | 2.2e-08 | 0.02 | 0.01 | 0.85 | FALSE |
39 | The Cancer Genome Atlas | Thyroid Carcinoma | KLC1 | 0.04 | 0.01 | blup | 82 | 0.03 | 5.4e-04 | 4.6 | 5.5 | 3.5e-08 | -0.03 | 0.04 | 0.73 | FALSE |