基于因子分析线性混合模型的连续指标,量化澳大利亚小麦基因型对 Pratylenchus thornei 的抗性

IF 1.6 3区 农林科学 Q2 AGRONOMY
Bethany Rognoni, Clayton R. Forknall, Steven Simpfendorfer, Richard Daniel, Luke Neale, Alison M. Kelly
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引用次数: 0

摘要

对寄生根瘤线虫(Pratylenchus thornei)的遗传抗性是谷物种植者可以用来最大限度减少线虫对冬季谷物种植影响的主要管理策略之一。在荆棘蟠尾线虫种群存在的情况下对基因型进行筛选,必须提供在田间条件下能够实现的可靠抗性措施。采用最新的统计方法有助于更好地区分抗性基因型和易感基因型。在本研究中,2011 年至 2018 年期间,在澳大利亚东部北部谷物种植区进行了 17 次田间试验,测量了收获后 P. thornei 的种群密度,这些试验的起始 P. thornei 种群密度各不相同。实验主要包括小麦基因型。在线性混合模型框架中分析了收获后荆条蝽种群密度在多种环境中的变化情况,并利用因子分析结构建立了小麦基因型与环境(G \ (\times\) E)交互效应模型。一般来说,环境之间的遗传相关性较高,表明对荆条穗霉抗性的 G (times)E 交互作用有限。使用因子分析选择工具(FAST)方法对结果进行后处理,可衡量每个小麦基因型的总体表现,以及反映不同环境下抗性状况一致性的稳定性指标。FAST 方法对基因型的抗性进行了连续量化,更好地反映了基于线虫种群密度等定量变量的遗传抗性的性质,并提供了一种统计稳健、信息丰富的方法,可用于帮助选择抗荆条穗霉的决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Quantifying the resistance of Australian wheat genotypes to Pratylenchus thornei based on a continuous metric from a factor analytic linear mixed model

Quantifying the resistance of Australian wheat genotypes to Pratylenchus thornei based on a continuous metric from a factor analytic linear mixed model

Genetic resistance to the parasitic root-lesion nematode, Pratylenchus thornei, is one of the main management strategies cereal growers can use to minimise the impact of nematodes on winter cereal cropping. Screening of genotypes in the presence of P. thornei populations must provide reliable resistance measures that are realised under field conditions. Adoption of the latest statistical methodologies can help to better differentiate between resistant and susceptible genotypes. In this study, post-harvest P. thornei population densities were measured from a collection of 17 field experiments, with varying starting P. thornei population densities, conducted between 2011 and 2018 in locations across the northern grain growing region of eastern Australia. The experiments primarily consisted of wheat genotypes. The post-harvest P. thornei population densities were analysed across multiple environments in a linear mixed model framework, with a factor analytic structure used to model genotype by environment (G \(\times\) E) interaction effects exclusively for wheat genotypes. In general, genetic correlations between environments were found to be high, indicating limited G \(\times\) E interaction for resistance to P. thornei. Post-processing of results using the factor analytic selection tools (FAST) method provided a measure of the overall performance for each wheat genotype, as well as a stability measure reflecting the consistency of the resistance status across environments. The FAST method quantified genotype resistance on a continuous scale, better reflecting the nature of genetic resistance based on a quantitative variable such as nematode population density, and provided a statistically robust and informative means of aiding selection decisions for resistance to P. thornei.

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来源期刊
Euphytica
Euphytica 农林科学-农艺学
CiteScore
3.80
自引率
5.30%
发文量
157
审稿时长
4.5 months
期刊介绍: Euphytica is an international journal on theoretical and applied aspects of plant breeding. It publishes critical reviews and papers on the results of original research related to plant breeding. The integration of modern and traditional plant breeding is a growing field of research using transgenic crop plants and/or marker assisted breeding in combination with traditional breeding tools. The content should cover the interests of researchers directly or indirectly involved in plant breeding, at universities, breeding institutes, seed industries, plant biotech companies and industries using plant raw materials, and promote stability, adaptability and sustainability in agriculture and agro-industries.
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