评估在土豆繁殖计划中对克隆选择的家族效应建模的影响
Vinicius Samuel Martins1, Mario Henrique Murad Leite Andrade2, Leticia Novais Padua1
1Departamento de Biologia, Universidade Federal de Lavras, Lavras, Brazil.
Frontiers in plant science
|November 15, 2023
概括
纳入家族效应可以提高马育种计划中的克隆选择精度. 这种方法提高了遗传价值的估计,导致更高效的育种,如结核产量等特征.
科学领域:
- 植物育种 植物育种
- 定量遗传学 是一种定量遗传学.
- 农业科学 农业科学
背景情况:
- 由于复杂的遗传,高异构性和环境相互作用,土豆育种面临着挑战.
- 早期的选择阶段通常对关键的定量特征 (如结核产量) 的准确性较低.
研究的目的:
- 评估包括家族影响在估计基因型值和在早期土豆育种中选择克隆的影响.
- 用单一试验 (STs) 和多环境试验 (METs) 进行选择准确性比较,有和没有家庭影响.
主要方法:
- 评估了来自67个全兄弟姐妹家庭的1,280个克隆,在6个试验中进行了不同热应激水平的测试.
- 分析了ST和MET数据的家族效应和无家族效应的统计模型使用的总结茎收益率和特定重量.
主要成果:
- 纳入家族影响的模型显示,ST和MET数据对结核产量和特异性重量进行了更好的调整,除非家族影响不显著.
- 在ST和MET分析中,包括家族效应显著提高了克隆选择效率和总基因型值的准确性.
结论:
- 家庭效应提高了基因型值估计的准确性和土豆育种中的克隆选择.
- 这种方法通过不混家庭和家庭内部变异组分来提供更现实的克隆效应预测.
- 整合家庭影响为土豆育种计划提供了强大的战略,提高了选择效率和有效管理育种数据.
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