Nawaz Muhammad Yasir, Savegnago Rodrigo Pelicioni, Lim Dajeong, Lee Seung Hwan, Gondro Cedric
Department of Animal Science, Michigan State University, East Lansing, MI, United States.
Genetics and Genome Sciences Graduate Program, Michigan State University, East Lansing, MI, United States.
Front Genet. 2024 Aug 2;15:1368710. doi: 10.3389/fgene.2024.1368710. eCollection 2024.
In this study, we detected signatures of selection in Hanwoo and Angus beef cattle using allele frequency and haplotype-based methods based on imputed whole genome sequence variants. Our dataset included 13,202 Angus animals with 10,057,633 imputed SNPs and 10,437 Hanwoo animals with 13,241,550 imputed SNPs. The dataset was subset down to 6,873,624 SNPs in common between the two populations to identify within population (runs of homozygosity, extended haplotype homozygosity) and between population signals of selection (allele fixation index, extended haplotype homozygosity). Assuming these selection signals were complementary to each other, they were combined into a decorrelated composite of multiple signals to identify regions under selection for each of the breeds. 27 genomic regions spanning 25.15 Mb and harboring 360 genes were identified in Angus on chromosomes 1,3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 20, 21 and 28. Similarly, in Hanwoo, 59 genes and 17 genomic regions spanning 5.21 Mb on chromosomes 2, 4, 5, 6, 7, 8, 9, 10, 13, 17, 20 and 24 were identified. Apart from a small region on chromosome 13, there was no major overlap of selection signals between the two breeds reflecting their largely different selection histories, environmental challenges, breeding objectives and breed characteristics. Positional candidate genes identified in selected genomic regions in Angus have been previously associated with growth, immunity, reproductive development, feed efficiency and adaptation to environment while the candidate genes identified in Hanwoo included important genes regulating meat quality, fat deposition, cholesterol metabolism, lipid synthesis, neuronal development, and olfactory reception.
在本研究中,我们基于推算的全基因组序列变异,使用等位基因频率和基于单倍型的方法,检测韩牛和安格斯肉牛的选择特征。我们的数据集包括13202头安格斯牛,有10057633个推算的单核苷酸多态性(SNP),以及10437头韩牛,有13241550个推算的SNP。该数据集被缩减为两个群体共有的6873624个SNP,以识别群体内(纯合子片段、延伸单倍型纯合性)和群体间的选择信号(等位基因固定指数、延伸单倍型纯合性)。假设这些选择信号相互补充,将它们组合成一个去相关的多信号复合体,以识别每个品种的选择区域。在安格斯牛中,在1、3、4、5、6、7、8、12、13、14、16、20、21和28号染色体上鉴定出27个基因组区域,跨度为25.15Mb,包含360个基因。同样,在韩牛中,在2、4、5、6、7、8、9、10、13、17、20和24号染色体上鉴定出59个基因和17个基因组区域,跨度为5.21Mb。除了13号染色体上的一个小区域外,两个品种之间的选择信号没有主要重叠,这反映了它们在很大程度上不同的选择历史、环境挑战、育种目标和品种特征。在安格斯牛选定基因组区域中鉴定出的定位候选基因先前已与生长、免疫、生殖发育、饲料效率和环境适应性相关,而在韩牛中鉴定出的候选基因包括调节肉质、脂肪沉积、胆固醇代谢、脂质合成、神经元发育和嗅觉接收的重要基因。