Best TWAS P=6.2e-31 · Best GWAS P=2.78e-50 conditioned to 2.24e-26
# | 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 | CTU2 | 0.10 | 0.07 | lasso | 5 | 0.08 | 4.0e-10 | -7.21 | 8.1 | 4.8e-16 | 0.06 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | GALNS | 0.14 | 0.00 | bslmm | 423 | 0.04 | 1.2e-05 | -0.37 | 8.6 | 5.9e-18 | 0.04 | 0.04 | 0.03 | TRUE |
3 | GTEx | Adipose Subcutaneous | DEF8 | 0.11 | 0.02 | enet | 16 | 0.06 | 1.3e-05 | 3.63 | 6.0 | 1.5e-09 | -0.06 | 0.13 | 0.46 | TRUE |
4 | GTEx | Adipose Visceral Omentum | CDK10 | 0.43 | 0.19 | lasso | 6 | 0.32 | 3.6e-17 | 4.70 | -5.3 | 1.0e-07 | 0.07 | 0.06 | 0.93 | FALSE |
5 | GTEx | Artery Aorta | CDK10 | 0.33 | 0.07 | enet | 27 | 0.18 | 2.7e-10 | 4.65 | -5.4 | 6.6e-08 | 0.11 | 0.06 | 0.92 | FALSE |
6 | GTEx | Brain Cerebellum | TRAPPC2L | 0.20 | 0.12 | enet | 13 | 0.11 | 4.3e-04 | -2.51 | 5.3 | 1.1e-07 | 0.13 | 0.11 | 0.05 | FALSE |
7 | GTEx | Breast Mammary Tissue | RPL13 | 0.09 | 0.05 | enet | 7 | 0.04 | 5.3e-03 | -4.88 | 5.4 | 7.9e-08 | 0.00 | 0.04 | 0.86 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | PIEZO1 | 0.11 | 0.11 | lasso | 2 | 0.11 | 1.0e-08 | -7.10 | 6.4 | 1.3e-10 | 0.09 | 0.97 | 0.01 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | RP5-1142A6.9 | 0.08 | 0.07 | lasso | 4 | 0.06 | 2.6e-05 | -7.10 | 7.1 | 9.1e-13 | 0.08 | 0.88 | 0.04 | TRUE |
10 | GTEx | Cells Transformed fibroblasts | RP5-1142A6.7 | 0.08 | 0.01 | lasso | 5 | 0.00 | 1.4e-01 | -7.19 | 7.2 | 4.5e-13 | 0.10 | 0.18 | 0.10 | FALSE |
11 | GTEx | Heart Left Ventricle | PIEZO1 | 0.16 | 0.00 | enet | 22 | 0.01 | 6.7e-02 | -2.53 | 11.6 | 6.2e-31 | 0.43 | 0.06 | 0.25 | TRUE |
12 | GTEx | Heart Left Ventricle | CTU2 | 0.21 | 0.04 | lasso | 5 | 0.04 | 2.1e-03 | -6.81 | 10.2 | 1.3e-24 | 0.11 | 0.08 | 0.06 | FALSE |
13 | GTEx | Lung | RNF166 | 0.15 | 0.01 | enet | 8 | 0.02 | 1.9e-02 | 1.43 | 5.1 | 2.7e-07 | 0.11 | 0.11 | 0.03 | FALSE |
14 | GTEx | Skin Sun Exposed Lower leg | VPS9D1 | 0.24 | 0.13 | lasso | 6 | 0.15 | 3.4e-12 | 4.36 | 5.3 | 1.0e-07 | -0.05 | 0.19 | 0.75 | FALSE |
15 | GTEx | Stomach | RNF166 | 0.21 | 0.00 | enet | 25 | 0.09 | 5.1e-05 | -2.14 | -7.0 | 2.9e-12 | -0.37 | 0.07 | 0.17 | FALSE |
16 | GTEx | Testis | BANP | 0.26 | 0.19 | lasso | 5 | 0.16 | 8.9e-08 | 6.36 | 6.3 | 2.2e-10 | 0.03 | 0.98 | 0.00 | TRUE |
17 | METSIM | Adipose | RP11-368I7.4 | 0.04 | 0.03 | enet | 12 | 0.02 | 2.2e-04 | 4.70 | 5.3 | 9.3e-08 | -0.07 | 0.07 | 0.87 | FALSE |
18 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CTU2 | 0.06 | 0.03 | blup | 67 | 0.03 | 1.3e-03 | -0.11 | 6.2 | 6.2e-10 | -0.07 | 0.05 | 0.04 | FALSE |
19 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CTU2 | 0.03 | 0.00 | blup | 66 | 0.02 | 1.3e-04 | -3.21 | 6.6 | 5.4e-11 | -0.05 | 0.19 | 0.04 | FALSE |
20 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC7A5 | 0.05 | 0.05 | lasso | 2 | 0.05 | 5.1e-10 | 5.96 | 6.0 | 2.5e-09 | -0.04 | 0.37 | 0.63 | TRUE |
21 | The Cancer Genome Atlas | Glioblastoma Multiforme | BANP | 0.13 | 0.07 | enet | 12 | 0.09 | 1.2e-03 | 6.19 | -5.3 | 1.3e-07 | -0.06 | 0.01 | 0.92 | FALSE |
22 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BANP | 0.03 | 0.02 | blup | 104 | 0.02 | 6.1e-03 | 6.38 | -6.1 | 1.1e-09 | -0.09 | 0.01 | 0.78 | FALSE |
23 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | BANP | 0.02 | 0.03 | enet | 3 | 0.02 | 2.6e-03 | 5.70 | -5.8 | 6.5e-09 | -0.07 | 0.06 | 0.79 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CBFA2T3 | 0.04 | 0.04 | lasso | 3 | 0.03 | 1.2e-04 | 5.23 | -5.3 | 1.2e-07 | -0.07 | 0.65 | 0.03 | FALSE |
25 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C16orf7 | 0.04 | 0.00 | blup | 44 | 0.02 | 1.6e-03 | 4.36 | 5.2 | 2.5e-07 | -0.07 | 0.00 | 0.49 | FALSE |
26 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CTU2 | 0.10 | 0.04 | blup | 66 | 0.08 | 1.4e-09 | 4.44 | 7.5 | 7.6e-14 | -0.02 | 0.96 | 0.02 | TRUE |
27 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CBFA2T3 | 0.08 | 0.06 | blup | 61 | 0.08 | 4.2e-04 | 5.54 | -5.2 | 2.3e-07 | -0.04 | 0.06 | 0.05 | FALSE |