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Chunk #10 — Results — IMPACT variant prioritization may improve PRS portability.

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Improving the trans-ancestry portability of polygenic risk scores by prioritizing variants in predicted cell-type-specific regulatory elements.
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We conventionally define PRS as the product of marginal SNP effect size estimates and imputed allelic dosage (ranging from 0 to 2), summed over M SNPs in the model. Conventional P+T utilizes marginal effect size estimates and selects variants with the lowest P value in a locus; therefore, P+T is susceptible to selecting tagging variants. Therefore, we hypothesized that improvement due to leveraging IMPACT annotations could result from prioritizing variants with higher marginal trans-ancestry effect size correlation (Fig. 1d(ii)), suggesting these SNPs are less likely to be associated solely by linkage.