Taye Mengistie, Lee Wonseok, Jeon Soomin, Yoon Joon, Dessie Tadelle, Hanotte Olivier, Mwai Okeyo Ally, Kemp Stephen, Cho Seoae, Oh Sung Jong, Lee Hak-Kyo, Kim Heebal
Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 151-921, Republic of Korea.
College of Agriculture and Environmental Sciences, Bahir Dar University, P. O. Box 79, Bahir Dar, Ethiopia.
Mamm Genome. 2017 Dec;28(11-12):528-541. doi: 10.1007/s00335-017-9715-6. Epub 2017 Sep 13.
Since domestication, the genome landscape of cattle has been changing due to natural and artificial selection forces resulting in several general and specialized cattle breeds of the world. Identifying genomic regions affected due to these forces in livestock gives an insight into the history of selection for economically important traits and genetic adaptation to specific environments of the populations under consideration. This study explores the genes/genomic regions under selection in relation to the phenotypes of Holstein, Hanwoo, and N'Dama cattle breeds using Tajima's D, XP-CLR, and XP-EHH population statistical methods. The whole genomes of 10 Holstein (South Korea), 11 Hanwoo (South Korea), and 10 N'Dama (West Africa-Guinea) cattle breeds re-sequenced to ~11x coverage and retained 37 million SNPs were used for the study. Selection signature analysis revealed 441, 512, and 461 genes under selection from Holstein, Hanwoo, and N'Dama cattle breeds, respectively. Among all these, seven genes including ARFGAP3, SNORA70, and other RNA genes were common between the breeds. From each of the gene lists, significant functional annotation cluster terms including milk protein and thyroid hormone signaling pathway (Holstein), histone acetyltransferase activity (Hanwoo), and renin secretion (N'Dama) were enriched. Genes that are related to the phenotypes of the respective breeds were also identified. Moreover, significant breed-specific missense variants were identified in CSN3, PAPPA2 (Holstein), C1orf116 (Hanwoo), and COMMD1 (N'Dama) genes. The genes identified from this study provide an insight into the biological mechanisms and pathways that are important in cattle breeds selected for different traits of economic significance.
自驯化以来,由于自然和人工选择的力量,牛的基因组格局一直在变化,从而产生了世界上几种普通和特殊的牛品种。确定家畜中受这些力量影响的基因组区域,有助于深入了解经济重要性状的选择历史以及所研究群体对特定环境的遗传适应性。本研究使用 Tajima's D、XP-CLR 和 XP-EHH 群体统计方法,探索了与荷斯坦牛、韩牛和恩达马牛品种表型相关的选择基因/基因组区域。本研究使用了 10 头韩国荷斯坦牛、11 头韩国韩牛和 10 头西非几内亚恩达马牛的全基因组,重新测序至约 11 倍覆盖度,并保留了 3700 万个单核苷酸多态性(SNP)用于研究。选择特征分析分别揭示了荷斯坦牛、韩牛和恩达马牛品种中受选择的 441、512 和 461 个基因。其中,包括 ARFGAP3、SNORA70 和其他 RNA 基因在内的 7 个基因在这些品种中是共有的。在每个基因列表中,都富集了包括乳蛋白和甲状腺激素信号通路(荷斯坦牛)、组蛋白乙酰转移酶活性(韩牛)和肾素分泌(恩达马牛)等显著的功能注释聚类术语。还鉴定出了与各品种表型相关的基因。此外,在 CSN3、PAPPA2(荷斯坦牛)、C1orf116(韩牛)和 COMMD1(恩达马牛)基因中鉴定出了显著的品种特异性错义变异。本研究鉴定出的基因有助于深入了解在为具有不同经济意义的性状而选择的牛品种中重要的生物学机制和途径。