prediction

Polygenic scores for height in admixed populations

Polygenic risk scores (PRS) use the results of genome-wide association studies (GWAS) to predict quantitative phenotypes or disease risk at an individual level. This provides a potential route to the use of genetic data in personalized medical care. …

Theoretical and empirical quantification of the accuracy of polygenic scores in ancestry divergent populations

This week in Journal Club at the Mathieson Lab we discussed the recently published paper by Wang et. al (2020) on the theoretical aspects of the transferability of polygenic risk scores across ancestries.

What drives the reduced prediction accuracy of polygenic scores in non-European individuals?

Investigations on different methods for PRS calculation, the effects of different modelling and pruning approeches, and transferability of PRS across ancestries