Lee Deok-Sun, Burd Henry, Liu Jiangxia, Almaas Eivind, Wiest Olaf, Barabási Albert-László, Oltvai Zoltán N, Kapatral Vinayak
Center for Complex Network Research, Northeastern University, Boston, Massachusetts 022151, USA.
J Bacteriol. 2009 Jun;191(12):4015-24. doi: 10.1128/JB.01743-08. Epub 2009 Apr 17.
Mortality due to multidrug-resistant Staphylococcus aureus infection is predicted to surpass that of human immunodeficiency virus/AIDS in the United States. Despite the various treatment options for S. aureus infections, it remains a major hospital- and community-acquired opportunistic pathogen. With the emergence of multidrug-resistant S. aureus strains, there is an urgent need for the discovery of new antimicrobial drug targets in the organism. To this end, we reconstructed the metabolic networks of multidrug-resistant S. aureus strains using genome annotation, functional-pathway analysis, and comparative genomic approaches, followed by flux balance analysis-based in silico single and double gene deletion experiments. We identified 70 single enzymes and 54 pairs of enzymes whose corresponding metabolic reactions are predicted to be unconditionally essential for growth. Of these, 44 single enzymes and 10 enzyme pairs proved to be common to all 13 S. aureus strains, including many that had not been previously identified as being essential for growth by gene deletion experiments in S. aureus. We thus conclude that metabolic reconstruction and in silico analyses of multiple strains of the same bacterial species provide a novel approach for potential antibiotic target identification.
在美国,耐多药金黄色葡萄球菌感染导致的死亡率预计将超过人类免疫缺陷病毒/艾滋病。尽管针对金黄色葡萄球菌感染有多种治疗选择,但它仍是医院和社区获得性机会性病原体的主要类型。随着耐多药金黄色葡萄球菌菌株的出现,迫切需要在该生物体中发现新的抗菌药物靶点。为此,我们利用基因组注释、功能途径分析和比较基因组方法重建了耐多药金黄色葡萄球菌菌株的代谢网络,随后进行基于通量平衡分析的计算机模拟单基因和双基因缺失实验。我们鉴定出70种单酶和54对酶,其相应的代谢反应预计对生长无条件必需。其中,44种单酶和10对酶被证明在所有13种金黄色葡萄球菌菌株中都存在,包括许多以前在金黄色葡萄球菌的基因缺失实验中未被确定为生长必需的酶。因此,我们得出结论,对同一细菌物种的多个菌株进行代谢重建和计算机模拟分析为潜在抗生素靶点的鉴定提供了一种新方法。