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Extent of Linkage Disequilibrium and Effective Population Size in Four South African Sanga Cattle Breeds

机译:四个南非Sanga牛品种的连锁不平衡程度和有效种群大小

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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.
机译:进行全基因组关联研究(GWAS)时,了解牲畜种群中连锁不平衡(LD)的程度对于确定有效覆盖范围所需的标记之间的最小距离至关重要。这项研究评估了南非的四个Sanga牛品种(包括Afrikaner(n = 44),Nguni(n = 54),Drakensberger(n = 47))的LD程度,等位基因阶段的持久性和有效种群大小(Ne),和Bonsmara品种(n = 46),使用安格斯(n = 31)和荷斯坦(n = 29)作为参考种群。我们发现中度LD在Angus(0.21)和Holstein(0.21)中延伸至标记间距离40–60 kb,在Afrikaner(0.20)中延伸至100 kb。这表明,使用平均标记间r〜(2)≥0.20在这些品种中进行的基因组选择和关联研究将需要大约30,000–50,000个SNP。但是,r〜(2)≥0.20在Nguni和Drakensberger中仅扩展到10–20 kb,在Bonsmara中扩展至20–40 kb,这表明这些品种中的GWAS需要75,000至150,000 SNP。连续位点的等位基因之间的相关性表明,两个品种之间的相没有被强烈保留。这表明需要有特定品种的参考种群,在这些种群中应标记更高密度的标记物以鉴定特定品种的单倍型,然后将其推算为多品种商业种群。根据LD程度对有效人口规模进行分析,发现Ne = 95(Nguni),Ne = 87(Drakensberger),Ne = 77(Bonsmara)和Ne = 41(Afrikaner)。这项研究的结果构成了在南非桑加(Sanga)品种中实施基因组选择计划的基础。

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