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基因型×环境互作:肯尼亚硬粒小麦抗秆锈病的农艺性状表现与稳定性之间的权衡

Genotype × environment interaction: trade-offs between the agronomic performance and stability of durum () wheat to stem-rust resistance in Kenya.

作者信息

Ogutu Emmaculate A, Madahana Sammy L, Bhavani Sridhar, Macharia Godwin

机构信息

Kenya Agricultural and Livestock Research Organization (KALRO), Njoro, Kenya.

World Agroforestry Centre (ICRAF House), International Maize and Wheat Improvement Center (CIMMYT), Nairobi, Kenya.

出版信息

Front Plant Sci. 2024 Jul 25;15:1427483. doi: 10.3389/fpls.2024.1427483. eCollection 2024.

DOI:10.3389/fpls.2024.1427483
PMID:39119503
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11306089/
Abstract

Stem rust significantly threatens durum wheat production, often resulting in substantial yield losses. To better understand resistance mechanisms and the stability of durum lines in stem rust-prone environments, this study evaluated 49 durum genotypes over three seasons at the Kenya Agricultural and Livestock Research Organization in Njoro. Utilizing 7 × 7 alpha lattice design, we assessed adult-plant resistance, monitored disease progression through final disease score (FDS) and area under the disease progress curve (AUDPC), and evaluated agronomic performance. Statistical analyses revealed significant seasonal and genotypic effects on FDS, AUDPC, spike length, and grain yield (p≤0.01; p≤0.001), with important genotype-by-season interactions (p≤0.05; p≤0.001). Broad-sense heritability for AUDPC was high at 0.91 and moderate at 0.35 for kernels per spike, underscoring the genetic basis of these traits. Notably, we observed negative correlations between disease parameters and agronomic traits, suggesting potential trade-offs. GGE biplot analysis singled out the first season (main season of 2019) as crucial for evaluating stem rust resistance and identified several durum lines, such as G45 and G48, as consistently resistant across all conditions. Furthermore, this analysis highlighted G45, G48, G176 and G189 as the highest yielding and most stable lines. The discovery of these resistant and high-performing genotypes is critical for enhancing durum breeding programs, helping to mitigate the impact of stem rust and improve yield stability.

摘要

秆锈病严重威胁硬粒小麦生产,常常导致大幅减产。为了更好地理解抗性机制以及硬粒小麦品系在易发生秆锈病环境中的稳定性,本研究在Njoro的肯尼亚农业和畜牧研究组织对49个硬粒小麦基因型进行了三个季节的评估。采用7×7α格子设计,我们评估了成株抗性,通过最终病情评分(FDS)和病情进展曲线下面积(AUDPC)监测病情发展,并评估了农艺性状表现。统计分析表明,季节和基因型对FDS、AUDPC、穗长和籽粒产量有显著影响(p≤0.01;p≤0.001),存在重要的基因型×季节互作(p≤0.05;p≤0.001)。AUDPC的广义遗传力较高,为0.91,每穗粒数的广义遗传力为0.35,处于中等水平,突出了这些性状的遗传基础。值得注意的是,我们观察到病害参数与农艺性状之间存在负相关,表明可能存在权衡。GGE双标图分析指出第一季(2019年主季)对于评估秆锈病抗性至关重要,并确定了几个硬粒小麦品系,如G45和G48,在所有条件下都表现出持续抗性。此外,该分析突出了G45、G48、G176和G189是产量最高且最稳定的品系。发现这些抗性强且表现优异的基因型对于加强硬粒小麦育种计划至关重要,有助于减轻秆锈病的影响并提高产量稳定性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/048a/11306089/238b81621be4/fpls-15-1427483-g005.jpg
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