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Genetic Diversity, Linkage Disequilibrium and Selection Signatures in Chinese and Western Pigs Revealed by Genome-Wide SNP Markers

机译:全基因组SNP标记揭示中西猪遗传多样性,连锁不平衡和选择特征

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摘要

To investigate population structure, linkage disequilibrium (LD) pattern and selection signature at the genome level in Chinese and Western pigs, we genotyped 304 unrelated animals from 18 diverse populations using porcine 60 K SNP chips. We confirmed the divergent evolution between Chinese and Western pigs and showed distinct topological structures of the tested populations. We acquired the evidence for the introgression of Western pigs into two Chinese pig breeds. Analysis of runs of homozygosity revealed that historical inbreeding reduced genetic variability in several Chinese breeds. We found that intrapopulation LD extents are roughly comparable between Chinese and Western pigs. However, interpopulation LD is much longer in Western pigs compared with Chinese pigs with average r2 0.3 values of 125 kb for Western pigs and only 10.5 kb for Chinese pigs. The finding indicates that higher-density markers are required to capture LD with causal variants in genome-wide association studies and genomic selection on Chinese pigs. Further, we looked across the genome to identify candidate loci under selection using FST outlier tests on two contrast samples: Tibetan pigs versus lowland pigs and belted pigs against non-belted pigs. Interestingly, we highlighted several genes including ADAMTS12, SIM1 and NOS1 that show signatures of natural selection in Tibetan pigs and are likely important for genetic adaptation to high altitude. Comparison of our findings with previous reports indicates that the underlying genetic basis for high-altitude adaptation in Tibetan pigs, Tibetan peoples and yaks is likely distinct from one another. Moreover, we identified the strongest signal of directional selection at the EDNRB loci in Chinese belted pigs, supporting EDNRB as a promising candidate gene for the white belt coat color in Chinese pigs. Altogether, our findings advance the understanding of the genome biology of Chinese and Western pigs.
机译:为了研究中国和西方猪在基因组水平上的种群结构,连锁不平衡(LD)模式和选择标记,我们使用猪60 K SNP芯片对来自18个不同种群的304只无关动物进行了基因分型。我们证实了中西猪之间的进化差异,并显示了受试种群的独特拓扑结构。我们获得了西方猪渗入两个中国猪品种的证据。对纯合子运行的分析表明,历史近交减少了几个中国品种的遗传变异性。我们发现,人群中的LD范围在中国和西方猪之间大致相当。然而,与中国猪相比,西方猪的种群间LD更长,西方猪的平均r 2 0.3值为125 kb,中国猪仅为10.5 kb。该发现表明,在中国猪的全基因组关联研究和基因组选择中,需要更高密度的标记来捕获具有因果变异的LD。此外,我们在两个对比样本上使用FST离群测试检查了整个基因组,以确定候选基因座:藏族猪与低地猪以及带状猪与无带猪。有趣的是,我们重点介绍了包括ADAMTS12,SIM1和NOS1在内的几种基因,这些基因显示了藏猪的自然选择特征,可能对高海拔地区的遗传适应很重要。将我们的发现与以前的报道进行比较表明,藏猪,藏族和牛的高海拔适应的潜在遗传基础可能彼此不同。此外,我们在中国带状猪的EDNRB基因座上鉴定出最强的方向选择信号,支持EDNRB作为中国猪白带大衣颜色的有希望的候选基因。总之,我们的发现促进了对中国和西方猪基因组生物学的理解。

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