Table 1. Type I error and power of different simulation scenarios in association analysis.
Scenarios | Important parameters | Binary trait | Continuous trait | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Eg | Vgp | Vge | AllVar | IsoeQTL | GeneQTL | Gen3eQTL | Gen6eQTL | AllVar | IsoeQTL | GeneQTL | Gen3eQTL | Gen6eQTL | |
Type I error | |||||||||||||
1 | 0 | 0 | 0.05 | 0 | 0 | 0 | 0 | 0.002 | 0 | 0 | 0.001 | 0.002 | 0.003 |
2 | 0 | 0 | 0.15 | 0 | 0.002 | 0.001 | 0 | 0 | 0 | 0 | 0 | 0.001 | 0 |
3 | 0 | 0 | 0.3 | 0 | 0 | 0 | 0.002 | 0 | 0 | 0.001 | 0.001 | 0.002 | 0.002 |
Power | |||||||||||||
4 | 0 | 0.005 | 0.05 | 0.251 | 0.036 | 0.022 | 0.034 | 0.031 | 0.246 | 0.032 | 0.019 | 0.032 | 0.038 |
5 | 0 | 0.005 | 0.15 | 0.219 | 0.021 | 0.013 | 0.023 | 0.032 | 0.301 | 0.025 | 0.017 | 0.037 | 0.043 |
6 | 0 | 0.005 | 0.3 | 0.229 | 0.028 | 0.017 | 0.021 | 0.034 | 0.282 | 0.024 | 0.017 | 0.025 | 0.039 |
7 | 0.1 | 0 | 0.05 | 0 | 0.017 | 0.019 | 0.006 | 0.001 | 0 | 0.017 | 0.027 | 0.009 | 0.001 |
8 | 0.1 | 0 | 0.15 | 0 | 0.213 | 0.221 | 0.113 | 0.054 | 0.002 | 0.245 | 0.245 | 0.132 | 0.068 |
9 | 0.1 | 0 | 0.3 | 0.018 | 0.704 | 0.659 | 0.581 | 0.388 | 0.027 | 0.72 | 0.686 | 0.607 | 0.446 |
10 | 0.1 | 0.005 | 0.05 | 0.288 | 0.052 | 0.076 | 0.043 | 0.043 | 0.313 | 0.063 | 0.091 | 0.05 | 0.041 |
11 | 0.1 | 0.005 | 0.15 | 0.403 | 0.33 | 0.302 | 0.199 | 0.134 | 0.46 | 0.357 | 0.334 | 0.229 | 0.136 |
12 | 0.1 | 0.005 | 0.3 | 0.569 | 0.778 | 0.738 | 0.677 | 0.485 | 0.62 | 0.805 | 0.774 | 0.712 | 0.512 |
Eg denotes the effect size of gene expression on phenotype. Vgp denotes phenotype variance explained by all variants. Vge denotes gene expression variance explained by all variants.