title: Extent of Linkage Disequilibrium and Effective Population Size in Four South African Sanga Cattle Breeds.
abstract: Knowledge on the extent of linkage disequilibrium (LD) in livestock populations is essential to determine the minimum distance between markers required for effective coverage when conducting genome-wide association studies (GWAS). This study evaluated the extent of LD, persistence of allelic phase and effective population size (Ne) for four Sanga cattle breeds in South Africa including the Afrikaner (n = 44), Nguni (n = 54), Drakensberger (n = 47), and Bonsmara breeds (n = 46), using Angus (n = 31) and Holstein (n = 29) as reference populations. We found that moderate LD extends up to inter-marker distances of 40-60 kb in Angus (0.21) and Holstein (0.21) and up to 100 kb in Afrikaner (0.20). This suggests that genomic selection and association studies performed within these breeds using an average inter-marker r (2)≥ 0.20 would require about 30,000-50,000 SNPs. However, r (2)≥ 0.20 extended only up to 10-20 kb in the Nguni and Drakensberger and 20-40 kb in the Bonsmara indicating that 75,000 to 150,000 SNPs would be necessary for GWAS in these breeds. Correlation between alleles at contiguous loci indicated that phase was not strongly preserved between breeds. This suggests the need for breed-specific reference populations in which a much greater density of markers should be scored to identify breed specific haplotypes which may then be imputed into multi-breed commercial populations. Analysis of effective population size based on the extent of LD, revealed Ne = 95 (Nguni), Ne = 87 (Drakensberger), Ne = 77 (Bonsmara), and Ne = 41 (Afrikaner). Results of this study form the basis for implementation of genomic selection programs in the Sanga breeds of South Africa.
authors.affiliation: Agricultural Research Council-Animal Production Institute Pretoria, South Africa ; Department of Animal and Wildlife Sciences, University of Pretoria Pretoria, South Africa.
authors.forename: Sithembile O
authors.initials: SO
authors.lastname: Makina
authors.affiliation: Division of Animal Sciences, University of Missouri Columbia, MO, USA.
authors.forename: Jeremy F
authors.initials: JF
authors.lastname: Taylor
authors.affiliation: Department of Animal and Wildlife Sciences, University of Pretoria Pretoria, South Africa.
authors.forename: Este
authors.initials: E
authors.lastname: van Marle-Köster
authors.affiliation: Agricultural Research Council-Biotechnology Platform Pretoria, South Africa.
authors.forename: Farai C
authors.initials: FC
authors.lastname: Muchadeyi
authors.affiliation: Agricultural Research Council-Animal Production Institute Pretoria, South Africa.
authors.forename: Mahlako L
authors.initials: ML
authors.lastname: Makgahlela
authors.affiliation: Agricultural Research Council-Animal Production Institute Pretoria, South Africa ; Department of Animal, Wildlife and Grassland Sciences, University of Free State Bloemfontein, South Africa ; Delta G Miles City, MT, USA.
authors.forename: Michael D
authors.initials: MD
authors.lastname: MacNeil
authors.affiliation: Agricultural Research Council-Animal Production Institute Pretoria, South Africa ; Department of Animal, Wildlife and Grassland Sciences, University of Free State Bloemfontein, South Africa.
authors.forename: Azwihangwisi
authors.initials: A
authors.lastname: Maiwashe
keywords: cattle breeds; effective population size; linkage disequilibrium; persistence of phase