Department of Chemistry, University of Reading, P.O. Box 221, Reading RG6 6AS, United Kingdom.
Methods. 2011 Aug;54(4):432-41. doi: 10.1016/j.ymeth.2011.03.006. Epub 2011 Mar 29.
Blumeria graminis is an economically important obligate plant-pathogenic fungus, whose entire genome was recently sequenced and manually annotated using ab initio in silico predictions (Spanu et al. 2010, Science 330, 1543-1546). Employing large scale proteogenomic analysis we are now able to verify independently the existence of proteins predicted by ∼24% of open reading frame models. We compared the haustoria and sporulating hyphae proteomes and identified 71 proteins exclusively in haustoria, the feeding and effector-delivery organs of the pathogen. These proteins are significantly smaller than the rest of the protein pool and predicted to be secreted. Most do not share any similarities with Swiss-Prot or Trembl entries nor possess any identifiable Pfam domains. We used a novel automated prediction pipeline to model the 3D structures of the proteins, identify putative ligand binding sites and predict regions of intrinsic disorder. This revealed that the protein set found exclusively in haustoria is significantly less disordered than the rest of the identified Blumeria proteins or random (and representative) protein sets generated from the yeast proteome. For most of the haustorial proteins with unknown functions no good templates could be found, from which to generate high quality models. Thus, these unknown proteins present potentially new protein folds that can be specific to the interaction of the pathogen with its host.
禾柄锈菌是一种具有重要经济意义的专性植物病原真菌,其整个基因组最近已通过从头预测的计算生物学方法进行了测序和人工注释(Spanu 等人,2010 年,《科学》330,1543-1546)。通过大规模的蛋白质基因组分析,我们现在能够独立验证约 24%的开放阅读框模型预测的蛋白质的存在。我们比较了吸器和产孢菌丝的蛋白质组,鉴定出了 71 种仅存在于吸器中的蛋白质,吸器是病原体的进食和效应子输送器官。这些蛋白质明显小于其余蛋白质库,并预测为分泌蛋白。大多数与 Swiss-Prot 或 Trembl 条目没有任何相似之处,也没有任何可识别的 Pfam 结构域。我们使用一种新颖的自动化预测管道来模拟蛋白质的 3D 结构,识别潜在的配体结合位点,并预测固有无序区域。这表明,仅在吸器中发现的蛋白质组显著比鉴定出的其他禾柄锈菌蛋白或从酵母蛋白质组中随机(和代表性)生成的蛋白质组无序程度低。对于大多数具有未知功能的吸器蛋白,我们无法找到合适的模板来生成高质量的模型。因此,这些未知蛋白质可能代表了与病原体与其宿主相互作用相关的新蛋白质折叠。