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Chunk #52 — Methods — Estimation of the genetic component of gene expression levels (GReX) — PrediXcan in the WTCCC GWAS Datasets

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A gene-based association method for mapping traits using reference transcriptome data.
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For each WTCCC disease, we estimated GReX^EN, and tested it for association with disease risk using logistic regression in R (R-project.org). We restricted our PrediXcan analysis to include genes with a cross-validated prediction R2 > 0.01 (10% correlation) in the DGN sample. Because the WTCCC studies use shared controls, pleiotropy analyses using these datasets would not be straightforward, and comparison of results across diseases was avoided.