Journal article

Complex Trait Prediction from Genome Data: Contrasting EBV in Livestock to PRS in Humans Genomic Prediction

Naomi R Wray, Kathryn E Kemper, Benjamin J Hayes, Michael E Goddard, Peter M Visscher

GENETICS | GENETICS SOCIETY AMERICA | Published : 2019

Abstract

In this Review, we focus on the similarity of the concepts underlying prediction of estimated breeding values (EBVs) in livestock and polygenic risk scores (PRS) in humans. Our research spans both fields and so we recognize factors that are very obvious for those in one field, but less so for those in the other. Differences in family size between species is the wedge that drives the different viewpoints and approaches. Large family size achievable in nonhuman species accompanied by selection generates a smaller effective population size, increased linkage disequilibrium and a higher average genetic relationship between individuals within a population. In human genetic analyses, we select ind..

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University of Melbourne Researchers