Department of Viticulture & Enology, University of California Davis, Davis, USA.
BMC Genomics. 2013 Apr 22;14:270. doi: 10.1186/1471-2164-14-270.
Wheat yellow (stripe) rust caused by Puccinia striiformis f. sp. tritici (PST) is one of the most devastating diseases of wheat worldwide. To design effective breeding strategies that maximize the potential for durable disease resistance it is important to understand the molecular basis of PST pathogenicity. In particular, the characterisation of the structure, function and evolutionary dynamics of secreted effector proteins that are detected by host immune receptors can help guide and prioritize breeding efforts. However, to date, our knowledge of the effector repertoire of cereal rust pathogens is limited.
We re-sequenced genomes of four PST isolates from the US and UK to identify effector candidates and relate them to their distinct virulence profiles. First, we assessed SNP frequencies between all isolates, with heterokaryotic SNPs being over tenfold more frequent (5.29 ± 2.23 SNPs/kb) than homokaryotic SNPs (0.41 ± 0.28 SNPs/kb). Next, we implemented a bioinformatics pipeline to integrate genomics, transcriptomics, and effector-focused annotations to identify and classify effector candidates in PST. RNAseq analysis highlighted transcripts encoding secreted proteins that were significantly enriched in haustoria compared to infected tissue. The expression of 22 candidate effector genes was characterised using qRT-PCR, revealing distinct temporal expression patterns during infection in wheat. Lastly, we identified proteins that displayed non-synonymous substitutions specifically between the two UK isolates PST-87/7 and PST-08/21, which differ in virulence to two wheat varieties. By focusing on polymorphic variants enriched in haustoria, we identified five polymorphic effector candidates between PST-87/7 and PST-08/21 among 2,999 secreted proteins. These allelic variants are now a priority for functional validation as virulence/avirulence effectors in the corresponding wheat varieties.
Integration of genomics, transcriptomics, and effector-directed annotation of PST isolates has enabled us to move beyond the single isolate-directed catalogues of effector proteins and develop a framework for mining effector proteins in closely related isolates and relate these back to their defined virulence profiles. This should ultimately lead to more comprehensive understanding of the PST pathogenesis system, an important first step towards developing more effective surveillance and management strategies for one of the most devastating pathogens of wheat.
由小麦条锈菌引起的小麦黄(条)锈病(PST)是全球范围内对小麦危害最严重的病害之一。为了设计出最大限度发挥持久抗病能力的有效育种策略,了解 PST 致病性的分子基础非常重要。特别是,对宿主免疫受体检测到的分泌效应蛋白的结构、功能和进化动态的特征描述,可以帮助指导和优先考虑育种工作。然而,迄今为止,我们对谷物锈病病原菌效应子的认识还很有限。
我们对来自美国和英国的四个 PST 分离株的基因组进行了重新测序,以鉴定候选效应子,并将其与各自的毒力谱相关联。首先,我们评估了所有分离株之间的 SNP 频率,异核 SNP 的频率(5.29 ± 2.23 SNPs/kb)比同核 SNP(0.41 ± 0.28 SNPs/kb)高出十倍以上。接下来,我们实施了一个生物信息学管道,将基因组学、转录组学和效应物聚焦注释相结合,以鉴定和分类 PST 中的候选效应子。RNAseq 分析突出显示了编码分泌蛋白的转录本,这些转录本在与感染组织相比在吸器中显著富集。使用 qRT-PCR 对 22 个候选效应子基因的表达进行了特征描述,揭示了在小麦感染过程中不同的时间表达模式。最后,我们鉴定了在 PST-87/7 和 PST-08/21 这两个英国分离株之间特异性显示非同义替换的蛋白,这两个分离株在对两种小麦品种的毒力上存在差异。通过关注在吸器中富集的多态变体,我们在 PST-87/7 和 PST-08/21 之间鉴定出了 2999 种分泌蛋白中的五个多态性效应子候选物。这些等位变体现在是作为相应小麦品种的毒性/非毒性效应子进行功能验证的优先事项。
对 PST 分离株进行基因组学、转录组学和效应子导向注释的整合,使我们能够超越单一分离株定向的效应子蛋白目录,并建立了一种挖掘密切相关分离株中效应子蛋白的框架,并将其与已定义的毒力谱相关联。这最终将导致对 PST 发病机制系统的更全面理解,这是开发针对小麦最具破坏性病原体之一的更有效监测和管理策略的重要第一步。