Department of Statistics, University of Oxford, Oxford, United Kingdom.
Mol Biol Evol. 2011 Jan;28(1):483-99. doi: 10.1093/molbev/msq213. Epub 2010 Aug 13.
Plant pathogenic pseudomonads such as Pseudomonas syringae colonize plant surfaces and tissues and have been reported to be nutritionally specialized relative to nonpathogenic pseudomonads. We performed comparative analyses of metabolic networks reconstructed from genome sequence data in order to investigate the hypothesis that P. syringae has evolved to be metabolically specialized for a plant pathogenic lifestyle. We used the metabolic network comparison tool Rahnuma and complementary bioinformatic analyses to compare the distribution of 1,299 metabolic reactions across nine genome-sequenced strains of Pseudomonas, including three strains of P. syringae. The two pathogenic Pseudomonas species analyzed, P. syringae and the opportunistic human pathogen P. aeruginosa, each displayed a high level of intraspecies metabolic similarity compared with nonpathogenic Pseudomonas. The three P. syringae strains lacked a significant number of reactions predicted to be present in all other Pseudomonas strains analyzed, which is consistent with the hypothesis that P. syringae is adapted for growth in a nutritionally constrained environment. Pathway predictions demonstrated that some of the differences detected in metabolic network comparisons could account for differences in amino acid assimilation ability reported in experimental analyses. Parsimony analysis and reaction neighborhood approaches were used to model the evolution of metabolic networks and amino acid assimilation pathways in pseudomonads. Both methods supported a model of Pseudomonas evolution in which the common ancestor of P. syringae had experienced a significant number of deletion events relative to other nonpathogenic pseudomonads. We discuss how the characteristic metabolic features of P. syringae could reflect adaptation to a pathogenic lifestyle.
植物病原假单胞菌,如丁香假单胞菌,定殖于植物表面和组织,与非致病性假单胞菌相比,它们在营养上具有特异性。我们对从基因组序列数据重建的代谢网络进行了比较分析,以验证丁香假单胞菌在代谢上专门适应植物病原性生活方式的假说。我们使用代谢网络比较工具 Rahnuma 和补充的生物信息学分析来比较 1299 种代谢反应在 9 个基因组测序的假单胞菌菌株中的分布,包括 3 个丁香假单胞菌菌株。分析的两种致病性假单胞菌,丁香假单胞菌和机会性病原体铜绿假单胞菌,与非致病性假单胞菌相比,其种内代谢相似性都很高。这 3 株丁香假单胞菌缺乏大量预测存在于所有其他分析的假单胞菌菌株中的反应,这与丁香假单胞菌适应营养受限环境生长的假说一致。途径预测表明,代谢网络比较中检测到的一些差异可以解释实验分析中报道的氨基酸同化能力的差异。简约分析和反应邻域方法用于模拟假单胞菌代谢网络和氨基酸同化途径的进化。这两种方法都支持这样一种假单胞菌进化模型,即丁香假单胞菌的共同祖先经历了比其他非致病性假单胞菌更多的缺失事件。我们讨论了丁香假单胞菌的特征代谢特征如何反映对病原性生活方式的适应。