The Milner Centre for Evolution, University of Bath, Claverton Down, Bath, BA2 7AY, UK.
Swansea University Medical School, Swansea University, Singleton Campus, Swansea, SA2 8PP, UK.
Nat Commun. 2018 Nov 28;9(1):5034. doi: 10.1038/s41467-018-07368-7.
Some of the most common infectious diseases are caused by bacteria that naturally colonise humans asymptomatically. Combating these opportunistic pathogens requires an understanding of the traits that differentiate infecting strains from harmless relatives. Staphylococcus epidermidis is carried asymptomatically on the skin and mucous membranes of virtually all humans but is a major cause of nosocomial infection associated with invasive procedures. Here we address the underlying evolutionary mechanisms of opportunistic pathogenicity by combining pangenome-wide association studies and laboratory microbiology to compare S. epidermidis from bloodstream and wound infections and asymptomatic carriage. We identify 61 genes containing infection-associated genetic elements (k-mers) that correlate with in vitro variation in known pathogenicity traits (biofilm formation, cell toxicity, interleukin-8 production, methicillin resistance). Horizontal gene transfer spreads these elements, allowing divergent clones to cause infection. Finally, Random Forest model prediction of disease status (carriage vs. infection) identifies pathogenicity elements in 415 S. epidermidis isolates with 80% accuracy, demonstrating the potential for identifying risk genotypes pre-operatively.
一些最常见的传染病是由无症状定植于人体的细菌引起的。对抗这些机会性病原体需要了解区分感染株和无害亲缘株的特征。表皮葡萄球菌无症状定植于几乎所有人的皮肤和黏膜上,但它是与侵入性操作相关的医院感染的主要原因。在这里,我们通过结合泛基因组全关联研究和实验室微生物学,比较血流感染和伤口感染以及无症状定植的表皮葡萄球菌,来解决机会性病原体的潜在进化机制。我们鉴定出 61 个含有感染相关遗传元件(k-mers)的基因,这些基因与体外已知致病性特征(生物膜形成、细胞毒性、白细胞介素-8 产生、耐甲氧西林)的变化相关。水平基因转移传播这些元件,使不同的克隆能够引起感染。最后,随机森林模型对疾病状态(定植与感染)的预测在 415 株表皮葡萄球菌中以 80%的准确率识别出致病性元件,这表明术前识别风险基因型的潜力。