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Ascertaining the breed composition of an admixed sheep population using genomic information: A simulation study

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The aim of this study was to evaluate the reliability of estimating the breed composition of an admixed population using simulated data. Comprehending breed composition will help to discern the animal's ancestry and to define breed groups in genetic evaluation. The simulation was performed in two steps: initially, a historical population was simulated and then a recent population comprising two subpopulations was simulated. Haplotypes of these subpopulations were coded differently and selected randomly and independently for 5 generations, followed by a cross between them in generation 6, with further inter-crossing for the last 4 generations. True breed composition (TBC) was calculated from coded haplotypes for the crossbred population and later compared with results obtained from Admixture and BreedComp algorithms. BreedComp provided more accurate breed composition estimates than Admixture in this study. These findings suggest that the approach can be extrapolated to real data to assign animals into genetic groups to improve the prediction accuracy of breeding values.

Original languageEnglish
Title of host publicationProceedings of the Twenty-sixth Conference of the Association for the Advancement of Animal Breeding and Genetics, v.26
Editors Hatcher, Sue
Place of PublicationArmidale, Australia
PublisherAssociation for the Advancement of Animal Breeding and Genetics (AAABG)
Pages323-326
Volume26
Publication statusPublished - 24 Jun 2025
EventAAABG 2025: The 26th Conference of the Association for the Advancement of Animal Breeding and Genetics - Millennium Hotel, Queenstown, New Zealand
Duration: 24 Jun 202526 Jun 2025

Conference

ConferenceAAABG 2025: The 26th Conference of the Association for the Advancement of Animal Breeding and Genetics
CityQueenstown, New Zealand
Period24/06/2526/06/25

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