paperKB
coga / coga-kb
Help
Sign in

Chunk #63 — Methods — MAGMA primary and conditional analyses

Source
Genetic identification of cell types underlying brain complex traits yields insights into the etiology of Parkinson's disease.
Embedded
yes

Text

In a recent paper, Watanabe et al. 94 introduced a different methodology to test for cell type – complex trait association based on MAGMA. Their proposed methodology tests for a positive relationship between gene expression levels and gene-level genetic associations with a complex trait (using all genes). Their method uses the average expression of each gene in all cell types in the dataset as a covariate. We examined the method of Watanabe et al. in detail, and decided against its use for multiple reasons.