拉布拉多猎犬导犬的健康和行为特征的育种价值和索引创建
Joseph A Thorsrud1, Katy M Evans2,3, C Kyle Quigley2
1Department of Animal Sciences, Cornell University College of Agriculture and Life Sciences, Ithaca, NY, United States.
Frontiers in veterinary science
|September 26, 2025
概括
导犬的基因组选择通过整合遗传数据来改善健康和行为. 一个新的框架提高了繁殖成功,优先考虑行为得分,以获得更好的训练能力和表现结果.
科学领域:
- 动物遗传学动物遗传学
- 量化遗传学 量化遗传学
- 动物育种 动物育种
背景情况:
- 基因组育种值和多特征选择指数是牲畜遗传改进的先进工具.
- 这些方法目前在导犬育种计划中未得到充分利用.
- 导犬需要特定的健康和行为特征以获得最佳的表现.
研究的目的:
- 为拉布拉多猎犬导犬开发一个基因组学知情的选择框架.
- 将健康和行为特征整合到选择指数中.
- 使用基因组最佳线性无偏预测 (GBLUP) 估计繁殖值.
主要方法:
- 收集了26年来844只狗的表型和基因型数据.
- 应用GBLUP来估计健康和行为特征的繁殖值.
- 使用交叉验证和相关性指标评估预测性能.
主要成果:
- 与牙相关的健康特征显示预测准确度中等至高 (AUROC 0.79-0.87).
- 行为特征的预测准确度较低,但与训练成功的关联更强.
- 一个以行为为重点的总分数在预测繁殖成功方面超过了基于健康的指数.
结论:
- 基因组选择提供了一种可行的方法来提高导犬的健康和表现.
- 限制因素包括小,同质的种群和可变的表型.
- 未来的工作应该扩大参考种群和行为特征评估,以提高准确性.
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