College of Animal Science and Technology, China Agricultural University, Beijing 100193, China.
Department of Animal Science, Faculty of Agriculture, Shahrekord University, Shahrekord 88186-34141, Iran.
Genes (Basel). 2023 Jun 13;14(6):1256. doi: 10.3390/genes14061256.
Sheep show characteristics of phenotypic diversity and adaptation to diverse climatic regions. Previous studies indicated associations between copy number variations (CNVs) and climate-driven adaptive evolution in humans and other domestic animals. Here, we constructed a genomic landscape of CNVs ( = 39,145) in 47 old autochthonous populations genotyped at a set of high-density (600 K) SNPs to detect environment-driven signatures of CNVs using a multivariate regression model. We found 136 deletions and 52 duplications that were significantly ( < 0.05) associated with climatic variables. These climate-mediated selective CNVs are involved in functional candidate genes for heat stress and cold climate adaptation (e.g., , , and ), coat and wool-related traits (e.g., , , , and ), repairing damaged DNA (e.g., ), GTPase activity (e.g., ), fast metabolism (e.g., and ), fertility and reproduction (e.g., and ), growth-related traits (e.g., and ), and immune response (e.g., and ) in sheep. In particular, we identified significant ( < 0.05) associations between probes in deleted/duplicated CNVs and solar radiation. Enrichment analysis of the gene sets among all the CNVs revealed significant ( < 0.05) enriched gene ontology terms and pathways related to functions such as nucleotide, protein complex, and GTPase activity. Additionally, we observed overlapping between the CNVs and 140 known sheep QTLs. Our findings imply that CNVs can serve as genomic markers for the selection of sheep adapted to specific climatic conditions.
绵羊表现出表型多样性和适应不同气候区域的特征。先前的研究表明,人类和其他家畜的拷贝数变异 (CNVs) 与气候驱动的适应性进化之间存在关联。在这里,我们构建了一个基因组 CNV 图谱(=39145),在一组高密度(600K)SNP 上对 47 个古老的本地群体进行了基因分型,以使用多元回归模型检测 CNV 中的环境驱动特征。我们发现了 136 个缺失和 52 个重复,这些缺失和重复与气候变量显著相关(<0.05)。这些由气候介导的选择性 CNVs 涉及到热应激和寒冷气候适应的功能候选基因(例如、、和)、皮毛和羊毛相关性状(例如、、、和)、修复受损 DNA(例如)、GTPase 活性(例如)、快速代谢(例如和)、生育和繁殖(例如和)、生长相关性状(例如和)以及绵羊的免疫反应(例如和)。特别是,我们发现了探针在缺失/重复 CNVs 之间与太阳辐射之间存在显著的(<0.05)关联。对所有 CNVs 中的基因集进行富集分析揭示了与核苷酸、蛋白质复合物和 GTPase 活性等功能相关的显著(<0.05)富集基因本体术语和途径。此外,我们观察到 CNVs 与 140 个已知的绵羊 QTL 之间存在重叠。我们的研究结果表明,CNVs 可以作为选择适应特定气候条件的绵羊的基因组标记。