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中国草原红牛和荷斯坦奶牛的群体遗传结构、历史有效种群大小及产奶性状选择印记

Population Genetic Structure, Historical Effective Population Size, and Dairy Trait Selection Signatures in Chinese Red Steppe and Holstein Cattle.

作者信息

Niu Peng, Li Xiaopeng, Wang Xueyan, Qu Huimin, Chen Hong, Huang Fei, Hu Kai, Fang Di, Gao Qinghua

机构信息

College of Life Science and Technology, Tarim University, Alar 843300, China.

College of Animal Science and Technology, Tarim University, Alar 843300, China.

出版信息

Animals (Basel). 2025 Aug 27;15(17):2516. doi: 10.3390/ani15172516.

Abstract

BACKGROUND

Chinese Red Steppe cattle (CRS) combine indigenous environmental resilience with moderate dairy performance, whereas Holstein cattle (HOL), despite their high milk yield, suffer reduced genetic diversity and compromised adaptation. A comparative analysis of their population genetic architecture and selection signatures can reveal valuable targets for CRS dairy improvement.

METHODS

We genotyped 61 CRS and 392 HOL individuals using the Illumina GGP Bovine 100K SNP array and performed stringent quality control. Population structure was assessed via principal component analysis, neighbor-joining trees, and sparse nonnegative matrix factorization. Historical effective population size (Ne) and divergence time were inferred with SMC++. Genome-wide selection scans combined Fixation Index (FST) and Cross-Population Composite Likelihood Ratio test (XP-CLR); overlapping high-confidence regions were annotated and subjected to GO and KEGG enrichment analyses.

RESULTS

CRS and HOL were clearly separated along PC1 (explaining 57.48% of variance), with CRS exhibiting high internal homogeneity and weak substructure, versus greater diversity and complex substructure in HOL. SMC++ indicated a split approximately 3500 years ago (700 generations) and a pronounced recent decline in Ne for both breeds. Joint selection mapping identified 767 candidate genes; notably, the cluster on chromosome 25-key to butanoate metabolism-showed the strongest signal. Enrichment analyses highlighted roles for proteasome function, endoplasmic reticulum stress response, ion homeostasis, and RNA processing in regulating milk fat synthesis and protein secretion.

CONCLUSION

This study delineates the genetic divergence and demographic history of CRS and HOL, and pinpoints core genes and pathways-particularly those governing butanoate metabolism and protein quality control-underlying dairy traits. These findings furnish molecular markers and theoretical guidance for precision breeding and sustainable utilization of Chinese Red Steppe cattle.

摘要

背景

中国红草原牛(CRS)兼具本土环境适应能力和适度的奶牛生产性能,而荷斯坦牛(HOL)尽管产奶量高,但遗传多样性降低且适应性受损。对它们的群体遗传结构和选择信号进行比较分析,可为中国红草原牛的奶牛性能改良揭示有价值的目标。

方法

我们使用Illumina GGP Bovine 100K SNP芯片对61头中国红草原牛和392头荷斯坦牛个体进行基因分型,并进行了严格的质量控制。通过主成分分析、邻接树和稀疏非负矩阵分解评估群体结构。用SMC++推断历史有效种群大小(Ne)和分化时间。全基因组选择扫描结合固定指数(FST)和跨群体复合似然比检验(XP-CLR);对重叠的高置信度区域进行注释,并进行GO和KEGG富集分析。

结果

中国红草原牛和荷斯坦牛在PC1上明显分离(解释了57.48%的方差),中国红草原牛表现出高度的内部同质性和较弱的亚结构,而荷斯坦牛具有更高的多样性和复杂的亚结构。SMC++表明大约在3500年前(700代)两个品种发生了分化,且两个品种的Ne最近都有明显下降。联合选择定位鉴定出767个候选基因;值得注意的是,25号染色体上与丁酸代谢关键相关的簇显示出最强的信号。富集分析突出了蛋白酶体功能、内质网应激反应、离子稳态和RNA加工在调节乳脂肪合成和蛋白质分泌中的作用。

结论

本研究描绘了中国红草原牛和荷斯坦牛的遗传分化和种群历史,并确定了核心基因和途径——特别是那些控制丁酸代谢和蛋白质质量控制的基因和途径——是奶牛性状的基础。这些发现为中国红草原牛的精准育种和可持续利用提供了分子标记和理论指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5d83/12427281/9f5bec655ca2/animals-15-02516-g001.jpg

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