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基于质粒的β-内酰胺耐药是否会增加大肠杆菌感染:添加和替换机制的建模。

Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms.

机构信息

Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.

Department of Mathematics, Faculty of Sciences, Utrecht University, Utrecht, the Netherlands.

出版信息

PLoS Comput Biol. 2022 Mar 14;18(3):e1009875. doi: 10.1371/journal.pcbi.1009875. eCollection 2022 Mar.

Abstract

Infections caused by antibiotic-resistant bacteria have become more prevalent during past decades. Yet, it is unknown whether such infections occur in addition to infections with antibiotic-susceptible bacteria, thereby increasing the incidence of infections, or whether they replace such infections, leaving the total incidence unaffected. Observational longitudinal studies cannot separate both mechanisms. Using plasmid-based beta-lactam resistant E. coli as example we applied mathematical modelling to investigate whether seven biological mechanisms would lead to replacement or addition of infections. We use a mathematical neutral null model of individuals colonized with susceptible and/or resistant E. coli, with two mechanisms implying a fitness cost, i.e., increased clearance and decreased growth of resistant strains, and five mechanisms benefitting resistance, i.e., 1) increased virulence, 2) increased transmission, 3) decreased clearance of resistant strains, 4) increased rate of horizontal plasmid transfer, and 5) increased clearance of susceptible E. coli due to antibiotics. Each mechanism is modelled separately to estimate addition to or replacement of antibiotic-susceptible infections. Fitness costs cause resistant strains to die out if other strain characteristics are maintained equal. Under the assumptions tested, increased virulence is the only mechanism that increases the total number of infections. Other benefits of resistance lead to replacement of susceptible infections without changing the total number of infections. As there is no biological evidence that plasmid-based beta-lactam resistance increases virulence, these findings suggest that the burden of disease is determined by attributable effects of resistance rather than by an increase in the number of infections.

摘要

在过去几十年中,抗生素耐药菌引起的感染变得更加普遍。然而,尚不清楚这些感染是与抗生素敏感菌引起的感染同时发生,从而增加了感染的发生率,还是替代了这些感染,从而使总感染率保持不变。观察性纵向研究无法区分这两种机制。我们使用基于质粒的β-内酰胺耐药大肠杆菌作为示例,应用数学模型来研究七种生物学机制是否会导致感染的增加或替代。我们使用个体同时定植敏感和/或耐药大肠杆菌的数学中性零模型,有两种机制意味着存在适应性成本,即增加清除率和降低耐药菌株的生长速度,以及五种有利于耐药性的机制,即 1)增加毒力,2)增加传播,3)降低耐药菌株的清除率,4)增加水平质粒转移的速度,以及 5)由于抗生素而增加清除敏感大肠杆菌的速度。每种机制都分别建模,以估计对抗生素敏感感染的增加或替代。如果其他菌株特征保持不变,则适应性成本会导致耐药菌株死亡。在所测试的假设下,增加毒力是唯一增加总感染数量的机制。耐药性的其他益处会导致敏感感染的替代,而不改变总感染数量。由于没有生物学证据表明基于质粒的β-内酰胺耐药性会增加毒力,因此这些发现表明,疾病负担是由耐药性的归因效应决定的,而不是由感染数量的增加决定的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/27d6/8947615/9631122a8c20/pcbi.1009875.g001.jpg

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