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国际小麦多样性小组揭示了澳大利亚小麦叶枯病的新型遗传抗性来源。

An international wheat diversity panel reveals novel sources of genetic resistance to tan spot in Australia.

机构信息

School of Agriculture, Food and Wine, Waite Research Institute, University of Adelaide, Glen Osmond, SA, 5064, Australia.

Department of Primary Industries and Regional Development, Agriculture and Food, 3 Baron Hay Ct, South Perth, WA, 6151, Australia.

出版信息

Theor Appl Genet. 2023 Mar 13;136(3):61. doi: 10.1007/s00122-023-04332-y.

Abstract

Novel sources of genetic resistance to tan spot in Australia have been discovered using one-step GWAS and genomic prediction models that accounts for additive and non-additive genetic variation. Tan spot is a foliar disease in wheat caused by the fungal pathogen Pyrenophora tritici-repentis (Ptr) and has been reported to generate up to 50% yield losses under favourable disease conditions. Although farming management practices are available to reduce disease, the most economically sustainable approach is establishing genetic resistance through plant breeding. To further understand the genetic basis for disease resistance, we conducted a phenotypic and genetic analysis study using an international diversity panel of 192 wheat lines from the Maize and Wheat Improvement Centre (CIMMYT), the International Centre for Agriculture in the Dry Areas (ICARDA) and Australian (AUS) wheat research programmes. The panel was evaluated using Australian Ptr isolates in 12 experiments conducted in three Australian locations over two years, with assessment for tan spot symptoms at various plant development stages. Phenotypic modelling indicated high heritability for nearly all tan spot traits with ICARDA lines displaying the greatest average resistance. We then conducted a one-step whole-genome analysis of each trait using a high-density SNP array, revealing a large number of highly significant QTL exhibiting a distinct lack of repeatability across the traits. To better summarise the genetic resistance of the lines, a one-step genomic prediction of each tan spot trait was conducted by combining the additive and non-additive predicted genetic effects of the lines. This revealed multiple CIMMYT lines with broad genetic resistance across the developmental stages of the plant which can be utilised in Australian wheat breeding programmes to improve tan spot disease resistance.

摘要

在澳大利亚,利用一步 GWAS 和基因组预测模型,发现了对褐斑病具有遗传抗性的新来源,该模型考虑了加性和非加性遗传变异。褐斑病是一种由真菌病原体禾谷镰刀菌(Pyrenophora tritici-repentis)引起的小麦叶部病害,在有利的发病条件下,褐斑病可导致高达 50%的产量损失。尽管有农业管理措施可用于减少病害,但最经济可持续的方法是通过植物育种建立遗传抗性。为了进一步了解疾病抗性的遗传基础,我们使用来自玉米和小麦改良中心(CIMMYT)、国际旱地农业研究中心(ICARDA)和澳大利亚(AUS)小麦研究计划的 192 个小麦品系的国际多样性面板进行了表型和遗传分析研究。该面板在两年内在三个澳大利亚地点进行的 12 个实验中使用澳大利亚 Ptr 分离株进行了评估,在不同的植物发育阶段评估褐斑病症状。表型建模表明,几乎所有褐斑病性状都具有高遗传力,其中 ICARDA 品系表现出最大的平均抗性。然后,我们使用高密度 SNP 阵列对每个性状进行了一步全基因组分析,揭示了大量具有高度显著 QTL 的数量,这些 QTL 在性状之间表现出明显的缺乏可重复性。为了更好地总结这些品系的遗传抗性,我们通过组合这些品系的加性和非加性预测遗传效应,对每个褐斑病性状进行了一步基因组预测。这揭示了多个 CIMMYT 品系具有广泛的遗传抗性,可用于澳大利亚小麦育种计划,以提高褐斑病抗性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/baf1/10011302/0f4829f95bd3/122_2023_4332_Fig1_HTML.jpg

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