Taking population stratification into account by local permutations in rare-variant association studies on small samples.

ABSTRACT: Many methods for rare variant association studies require permutations to assess the significance of tests. Standard permutations assume that all individuals are exchangeable and do not take population stratification (PS), a known confounding factor in genetic studies, into account. We propose a novel strategy, LocPerm, in which individual phenotypes are permuted only with their closest ancestry-based neighbors. We performed a simulation study, focusing on small samples, to evaluate and compare LocPerm with standard permutations and classical adjustment on first principal components. Under the null hypothesis, LocPerm was the only method providing an acceptable type I error, regardless of sample size and level of stratification. The power of LocPerm was similar to that of standard permutat

SUBMITTER: Mullaert J 

PROVIDER: S-EPMC8604757 | biostudies-literature | 2021 Dec

REPOSITORIES: biostudies-literature