Department of Medical Microbiology and Infectious Diseases, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands.
Centre for Mathematical Modelling of Infectious Diseases, Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Microbiol Spectr. 2022 Oct 26;10(5):e0061522. doi: 10.1128/spectrum.00615-22. Epub 2022 Aug 16.
Methicillin-resistant Staphylococcus aureus (MRSA) clusters are considered epidemic or nonepidemic based on their ability to spread effectively. Successful transmission could be influenced by dehydration tolerance. Current methods for determination of dehydration tolerance lack accuracy. Here, a climate-controlled dehydration assay using isothermal microcalorimetry (IMC) was developed and linked with mathematical modeling to determine survival of 44 epidemic versus 54 nonepidemic MRSA strains from France, the United Kingdom, and the Netherlands after 1 week of dehydration. For each MRSA strain, the growth parameters time to end of first growth phase ( [h]) and maximal exponential growth rate () were deduced from IMC data for 3 experimental replicates, 3 different starting inocula, and before and after dehydration. If the maximal exponential growth rate was within predefined margins (±36% of the mean), a linear relationship between and starting inoculum could be utilized to predict log reduction after dehydration for individual strains. With these criteria, 1,330 of 1,764 heat flow curves (data sets) (75%) could be analyzed to calculate the post-dehydration inoculum size, and thus the log reduction due to dehydration, for 90 of 98 strains (92%). Overall reduction was ~1 log after 1 week. No difference in dehydration tolerance was found between the epidemic and nonepidemic strains. Log reduction was negatively correlated with starting inoculum, indicating better survival of higher inocula. This study presents a framework to quantify bacterial survival. MRSA strains showed great capacity to persist in the environment, irrespective of epidemiological success. This finding strengthens the need for effective surface cleaning to contain MRSA transmission. Methicillin-resistant Staphylococcus aureus (MRSA) is a major cause of infections globally. While some MRSA clusters have spread worldwide, others are not able to disseminate successfully beyond certain regions despite frequent introduction. Dehydration tolerance facilitates transmission in hospital environments through enhanced survival on surfaces and fomites, potentially explaining differences in transmission success between MRSA clusters. Unfortunately, the currently available techniques to determine dehydration tolerance of cluster-forming bacteria like S. aureus are labor-intensive and unreliable due to their dependence on quantitative culturing. In this study, bacterial survival was assessed in a newly developed assay using isothermal microcalorimetry. With this technique, the effect of drying can be determined without the disadvantages of quantitative culturing. In combination with a newly developed mathematical algorithm, we determined dehydration tolerance of a large number of MRSA strains in a systematic, unbiased, and robust manner.
耐甲氧西林金黄色葡萄球菌(MRSA) 株系根据其有效传播的能力被认为是流行株系或非流行株系。成功传播可能受到脱水耐受性的影响。目前确定脱水耐受性的方法准确性不足。在这里,开发了一种使用等温微量热法(IMC)的气候控制脱水测定法,并将其与数学建模相结合,以确定来自法国、英国和荷兰的 44 株流行株系和 54 株非流行株系的 MRSA 株系在脱水 1 周后的存活情况。对于每一株 MRSA 株系,通过 IMC 数据从 3 个实验重复、3 个不同的起始接种量以及脱水前后推导出第一生长阶段结束时间([h])和最大指数生长率()的生长参数。如果最大指数生长率在预定义的范围内(平均的±36%),则可以利用和起始接种量之间的线性关系来预测单个株系脱水后的对数减少。使用这些标准,可以分析 1,764 个热流曲线(数据集)中的 1,330 个(75%)来计算脱水后接种物的大小,从而计算 98 株中的 90 株(92%)的脱水引起的对数减少。整体减少约为 1 对数在 1 周后。在流行株系和非流行株系之间没有发现脱水耐受性的差异。对数减少与起始接种量呈负相关,表明较高接种量的生存能力更好。这项研究提出了一种量化细菌存活的框架。MRSA 株系显示出在环境中持续存在的巨大能力,而不管其流行病学上的成功与否。这一发现加强了有效清洁表面以控制 MRSA 传播的必要性。耐甲氧西林金黄色葡萄球菌(MRSA)是全球感染的主要原因。虽然一些 MRSA 群已在全球范围内传播,但其他群系由于经常引入而无法成功传播到特定地区以外。脱水耐受性通过增强表面和载体上的存活,促进了医院环境中的传播,这可能解释了 MRSA 群系之间传播成功的差异。不幸的是,目前用于确定金黄色葡萄球菌等形成簇的细菌的脱水耐受性的技术由于依赖定量培养,因此既费力又不可靠。在这项研究中,使用等温微量热法开发了一种新的测定法来评估细菌的存活能力。使用这种技术,可以在不使用定量培养的缺点的情况下确定干燥的影响。结合新开发的数学算法,我们以系统、无偏和稳健的方式确定了大量 MRSA 株系的脱水耐受性。