基因参数和全基因组关联分析对中国霍尔斯坦牛的终身生产力
Hailiang Zhang1, Ao Wang1, Weiming Xiao2
1Key Laboratory of Animal Genetics, Breeding and Reproduction, MARA, National Engineering Laboratory of Animal Breeding, State Key Laboratory of Farm Animal Biotech Breeding, College of Animal Science and Technology, China Agricultural University, Beijing, 100193 China.
Journal of dairy science
|November 9, 2024
概括
奶牛一生的生产力是遗传的,受免疫力,新陈代谢和寿命相关基因的影响. 整合基因组学和转录组学确定了NTMT1,FNBP1和S1PR1等关键基因,以改善奶牛养殖.
科学领域:
- 动物遗传学动物遗传学
- 乳制品科学 乳制品科学
- 量化遗传学 量化遗传学
背景情况:
- 乳牛的终身生产力至关重要,它结合了牛奶产量和寿命.
- 了解其遗传基础对于高产种群至关重要.
研究的目的:
- 研究中国霍尔斯坦牛一生生产力的遗传结构.
- 整合基因组学和转录组学以确定候选基因和途径.
主要方法:
- 分析了来自134,029头奶牛的3,365,612份牛奶记录,用于6种终身生产力特征.
- 使用线性动物模型估计的遗传参数和限制的最大概率.
- 在基因组和RNA测序数据上进行了全基因组协会研究 (GWAS) 和权重基因共同表达网络分析 (WGCNA).
主要成果:
- 对终身生产力特征的遗传概率估计范围从0.05到0.10.
- 在终身牛奶产量和生产生活 (0.88) 之间观察到高遗传相关性.
- 确定了重要的SNP和基因模块;与免疫,新陈代谢和寿命相关的途径得到了丰富. 关键的基因:NTMT1,FNBP1,S1PR1.1. 这些基因是关键基因.
结论:
- 终身生产力是中国霍尔斯坦牛的一种遗传性特征.
- 基因组和转录组数据的整合成功地确定了影响这种特征的候选基因.
- 结果为乳牛养殖中的遗传改进策略提供了洞察力.
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