Best TWAS P=1.75e-12 · Best GWAS P=3.28e-13 conditioned to 1.68e-15
# | 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 | TMTC4 | 0.23 | 0.09 | lasso | 6 | 0.19 | 3.5e-15 | -5.0 | -5.6 | 1.9e-08 | -0.05 | 0.83 | 0.17 | FALSE |
2 | GTEx | Adipose Visceral Omentum | TMTC4 | 0.19 | 0.15 | lasso | 5 | 0.14 | 1.1e-07 | -5.0 | -5.4 | 5.2e-08 | -0.04 | 0.92 | 0.07 | FALSE |
3 | GTEx | Artery Coronary | TMTC4 | 0.22 | 0.12 | enet | 17 | 0.12 | 9.1e-05 | -6.1 | -6.5 | 9.8e-11 | 0.03 | 0.39 | 0.14 | FALSE |
4 | GTEx | Artery Tibial | TMTC4 | 0.37 | 0.29 | lasso | 9 | 0.35 | 1.9e-28 | -6.1 | -6.2 | 4.8e-10 | -0.06 | 0.65 | 0.35 | FALSE |
5 | GTEx | Breast Mammary Tissue | TMTC4 | 0.16 | 0.02 | enet | 6 | 0.04 | 4.0e-03 | -5.7 | -5.6 | 2.2e-08 | -0.04 | 0.55 | 0.10 | FALSE |
6 | GTEx | Breast Mammary Tissue (Female) | TMTC4 | 0.26 | 0.09 | lasso | 6 | 0.09 | 9.5e-04 | -5.0 | -6.5 | 9.5e-11 | 0.04 | 0.11 | 0.06 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | TMTC4 | 0.21 | 0.23 | lasso | 4 | 0.23 | 6.5e-17 | -4.9 | -5.3 | 9.1e-08 | -0.03 | 1.00 | 0.00 | FALSE |
8 | GTEx | Colon Transverse | TMTC4 | 0.34 | 0.20 | enet | 21 | 0.26 | 1.4e-12 | -4.9 | -6.0 | 2.6e-09 | -0.03 | 0.90 | 0.10 | FALSE |
9 | GTEx | Esophagus Gastroesophageal Junction | TMTC4 | 0.29 | 0.26 | lasso | 5 | 0.26 | 5.5e-10 | -5.0 | -5.2 | 2.4e-07 | -0.03 | 0.97 | 0.03 | FALSE |
10 | GTEx | Esophagus Mucosa | TMTC4 | 0.20 | 0.11 | enet | 21 | 0.15 | 4.3e-10 | -6.3 | -7.0 | 1.8e-12 | -0.09 | 0.59 | 0.41 | TRUE |
11 | GTEx | Esophagus Muscularis | TMTC4 | 0.31 | 0.24 | lasso | 4 | 0.27 | 6.3e-17 | -5.7 | -6.3 | 2.2e-10 | -0.05 | 0.89 | 0.11 | FALSE |
12 | GTEx | Heart Atrial Appendage | TMTC4 | 0.23 | 0.12 | enet | 20 | 0.14 | 5.1e-07 | -4.9 | -7.0 | 3.3e-12 | -0.01 | 0.86 | 0.12 | FALSE |
13 | GTEx | Lung | TMTC4 | 0.28 | 0.27 | enet | 12 | 0.28 | 5.2e-22 | -5.0 | -5.5 | 3.0e-08 | -0.04 | 1.00 | 0.00 | FALSE |
14 | GTEx | Muscle Skeletal | TMTC4 | 0.11 | 0.04 | lasso | 4 | 0.06 | 3.5e-06 | -5.7 | -5.9 | 4.1e-09 | -0.04 | 0.88 | 0.11 | FALSE |
15 | GTEx | Nerve Tibial | TMTC4 | 0.39 | 0.10 | enet | 25 | 0.25 | 1.4e-17 | -5.7 | -5.7 | 1.4e-08 | -0.06 | 0.96 | 0.04 | FALSE |
16 | GTEx | Ovary | TMTC4 | 0.34 | 0.21 | lasso | 5 | 0.23 | 2.2e-06 | -6.4 | -6.3 | 3.6e-10 | -0.04 | 0.47 | 0.32 | FALSE |
17 | GTEx | Skin Not Sun Exposed Suprapubic | TMTC4 | 0.23 | 0.07 | lasso | 6 | 0.14 | 2.6e-08 | -5.7 | -6.4 | 1.4e-10 | -0.05 | 0.89 | 0.08 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | TMTC4 | 0.19 | 0.12 | enet | 37 | 0.15 | 1.6e-12 | -5.0 | -6.5 | 5.8e-11 | -0.01 | 0.98 | 0.02 | FALSE |
19 | GTEx | Spleen | TMTC4 | 0.35 | 0.25 | lasso | 5 | 0.24 | 6.3e-07 | -5.0 | -5.2 | 2.3e-07 | -0.02 | 0.80 | 0.04 | FALSE |
20 | GTEx | Thyroid | TMTC4 | 0.30 | 0.21 | lasso | 13 | 0.27 | 1.3e-20 | 4.4 | -5.2 | 2.2e-07 | -0.06 | 1.00 | 0.00 | FALSE |
21 | GTEx | Whole Blood | TMTC4 | 0.17 | 0.15 | lasso | 3 | 0.14 | 2.8e-13 | -5.0 | -5.2 | 1.6e-07 | -0.01 | 1.00 | 0.00 | FALSE |
22 | METSIM | Adipose | TMTC4 | 0.13 | 0.14 | bslmm | 576 | 0.15 | 6.3e-22 | -5.0 | -5.6 | 1.9e-08 | 0.00 | 1.00 | 0.00 | FALSE |
23 | NTR | Blood | A2LD1 | 0.03 | 0.00 | blup | 461 | 0.01 | 5.6e-03 | 2.5 | 5.4 | 7.0e-08 | 0.02 | 0.14 | 0.05 | FALSE |
24 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | A2LD1 | 0.02 | 0.03 | lasso | 2 | 0.02 | 1.9e-03 | 5.5 | 5.5 | 3.4e-08 | 0.05 | 0.09 | 0.51 | FALSE |
25 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMTC4 | 0.06 | 0.04 | blup | 69 | 0.05 | 1.7e-06 | -5.0 | -5.3 | 1.2e-07 | -0.04 | 0.06 | 0.94 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | A2LD1 | 0.10 | 0.15 | enet | 9 | 0.15 | 6.1e-17 | 5.7 | 5.9 | 4.0e-09 | 0.04 | 0.11 | 0.89 | FALSE |
27 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMTC4 | 0.09 | 0.06 | blup | 68 | 0.10 | 3.4e-06 | 4.1 | -6.2 | 4.7e-10 | -0.06 | 0.02 | 0.97 | FALSE |
28 | The Cancer Genome Atlas | Lung Adenocarcinoma | TMTC4 | 0.04 | 0.03 | lasso | 3 | 0.03 | 1.5e-04 | -6.1 | -6.1 | 1.1e-09 | -0.05 | 0.01 | 0.97 | FALSE |
29 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMTC4 | 0.07 | 0.00 | blup | 75 | 0.03 | 5.9e-03 | -4.9 | -6.8 | 1.1e-11 | -0.07 | 0.02 | 0.67 | FALSE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | TMTC4 | 0.10 | 0.08 | enet | 10 | 0.10 | 9.9e-10 | -5.0 | -5.7 | 1.6e-08 | -0.04 | 0.08 | 0.92 | FALSE |