Furstenau Tara N, Whealy Ryann, Timm Skylar, Roberts Alexander, Maltinsky Sara, Wells Sydney J, Drake Kylie, Ross Ann, Bolduc Candice, Pearson Talima, Fofanov Viacheslav Y
School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA.
Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA.
Microb Genom. 2025 Jun;11(6). doi: 10.1099/mgen.0.001427.
A significant proportion of people are asymptomatic carriers of (SA), an important risk factor for the development of opportunistic infections. SA colonization is dynamic, appearing and disappearing, with strains evolving and potentially shifting in composition over time and between body sites. These changes make detection challenging, and the numerous potential sources of reintroduction from other people and even other body site reservoirs preclude efficient efforts to prevent transmission and spread. Identifying typical sources is therefore critical for mitigation. Whole-genome sequencing (WGS), ideally of multiple colonies from multiple body sites, is the gold standard for characterizing SA strains and confirming transmission. However, this is often too resource-intensive for initial assessments of transmission and not feasible for large-scale studies involving various body sites from multiple individuals over time. To address these challenges, we developed a low-cost, custom, species-specific amplicon sequencing (AmpSeq) assay optimized to provide high-resolution discrimination of SA genotypes directly from samples. We tested this approach on a subset of samples that were a part of a large-scale longitudinal study of SA carriage. Oral and nasal samples were collected from nine participants every 2 weeks for up to 18 weeks and qPCR positive samples were analysed using our AmpSeq assay directly from the sample without culturing. The longitudinal sampling strategy enabled us to characterize changes in SA colonization patterns over time, detect potential strain mixtures and identify rare variants that may serve as signatures of transmission between different body sites or among individuals. Without using WGS, we were able to rapidly eliminate the possibility of transmission between sampled residents. Participants who had positive oral and nasal samples had no fixed SNP differences between the two body sites, suggesting likely within-person spread. Analysis of rare variants segregating in the oral and nasal populations suggests that the nasal populations were the likely source of the spread because the nasal samples had higher diversity and most of the variants identified in the oral samples were shared with the nasal samples. While WGS can be used to provide higher resolution to colonization patterns and validate these findings, our AmpSeq approach offers a rapid, cost-effective, direct-from-sample method for species-specific screening intended for population-level characterization that allows researchers to strain type, identify or eliminate likely transmission cases and identify potential reservoirs before resorting to more expensive WGS methods.
相当一部分人是金黄色葡萄球菌(SA)的无症状携带者,这是机会性感染发生的一个重要风险因素。SA定植是动态的,会出现和消失,随着时间推移以及在不同身体部位之间,菌株会进化且其组成可能发生变化。这些变化使得检测具有挑战性,而且从其他人甚至其他身体部位储存库重新引入SA的潜在来源众多,这妨碍了为预防传播和扩散而做出的有效努力。因此,确定典型来源对于缓解问题至关重要。全基因组测序(WGS),理想情况下是对来自多个身体部位的多个菌落进行测序,是表征SA菌株和确认传播的金标准。然而,这对于传播的初步评估而言往往资源消耗过大,并且对于涉及多个个体不同身体部位随时间变化的大规模研究来说并不可行。为应对这些挑战,我们开发了一种低成本、定制的、物种特异性扩增子测序(AmpSeq)检测方法,该方法经过优化,可直接从样本中对SA基因型进行高分辨率区分。我们在作为SA携带大规模纵向研究一部分的样本子集中测试了这种方法。每2周从9名参与者收集口腔和鼻腔样本,为期长达18周,qPCR阳性样本直接从样本中使用我们的AmpSeq检测方法进行分析,无需培养。纵向采样策略使我们能够表征SA定植模式随时间的变化,检测潜在的菌株混合物,并识别可能作为不同身体部位之间或个体之间传播特征的罕见变异。在不使用WGS的情况下,我们能够迅速排除采样居民之间传播的可能性。口腔和鼻腔样本均呈阳性的参与者,这两个身体部位之间没有固定的单核苷酸多态性差异,表明可能是在个体内部传播。对口腔和鼻腔群体中分离出的罕见变异进行分析表明,鼻腔群体可能是传播源,因为鼻腔样本具有更高的多样性,并且在口腔样本中鉴定出的大多数变异与鼻腔样本相同。虽然WGS可用于为定植模式提供更高分辨率并验证这些发现,但我们的AmpSeq方法提供了一种快速、经济高效、直接从样本进行物种特异性筛选的方法,旨在进行群体水平表征,使研究人员能够对菌株进行分型,识别或排除可能的传播病例,并在采用更昂贵的WGS方法之前识别潜在的储存库。