Department of Civil and Environmental Engineering, University of Hawaii at Manoa, Honolulu, Hawaii, USA.
Department of Civil and Environmental Engineering, University of Hawaii at Manoa, Honolulu, Hawaii, USA
Appl Environ Microbiol. 2020 Aug 18;86(17). doi: 10.1128/AEM.00814-20.
Clinical surveillance of enteric pathogens like is integral to track outbreaks and endemic disease trends. However, clinic-centered disease monitoring biases toward detection of severe cases and underestimates the incidence of self-limiting gastroenteritis and asymptomatic strains. Monitoring pathogen loads and diversity in municipal wastewater (MW) can provide insight into asymptomatic or subclinical infections which are not reflected in clinical cases. Subclinical infection patterns may explain the unusual observation from a year-long sampling campaign in Hawaii: serovar Derby was the most abundant pulsotype in MW but was detected infrequently in clinics over the sampling period. Using whole-genome sequencing data of isolates from MW and public databases, we demonstrate that the Derby serovar has lower virulence potential than other clinical serovars, particularly based on its reduced profile of genes linked with immune evasion and symptom production, suggesting its potential as a subclinical salmonellosis agent. Furthermore, MW had high abundance of a rare Derby sequence type (ST), ST-72 (rather than the more common ST-40). ST-72 isolates had higher frequencies of fimbrial adherence genes than ST-40 isolates; these are key virulence factors involved in colonization and persistence of infections. However, ST-72 isolates lack the Derby-specific pathogenicity island 23 (SPI-23), which invokes host immune responses. In combination, ST-72's genetic features may lead to appreciable infection rates without obvious symptom production, allowing for subclinical persistence in the community. This study demonstrated wastewater's capability to provide community infectious disease information-such as background infection rates of subclinical enteric illness-which is otherwise inaccessible through clinical approaches. Wastewater-based epidemiology (WBE) has been conventionally used to analyze community health via the detection of chemicals, such as legal and illicit drugs; however, municipal wastewater contains microbiological determinants of health and disease as well, including enteric pathogens. Here, we demonstrate that WBE can be used to examine subclinical community salmonellosis patterns. Derby was the most abundant serovar detected in Hawaii wastewater over a year-long sampling study, with few corresponding clinical cases. Comparative genomics analyses indicate that the normally rare strain of Derby found in wastewater has a unique combination of genes which allow it to persist as a subclinical infection without producing symptoms of severe gastroenteritis. This study shows that WBE can be used to explore trends in community infectious disease patterns which may not be reflected in clinical monitoring, shedding light on overall enteric disease burden and rates of asymptomatic cases.
临床监测肠病原体,如,是跟踪暴发和地方病趋势的重要组成部分。然而,以诊所为中心的疾病监测偏向于检测严重病例,低估了自限性胃肠炎和无症状菌株的发病率。监测市政污水(MW)中的病原体负荷和多样性可以深入了解无症状或亚临床感染,这些感染在临床病例中没有反映出来。亚临床感染模式可能可以解释在夏威夷进行的为期一年的采样活动中一个不寻常的观察结果:德比血清型是 MW 中最丰富的脉冲型,但在采样期间在诊所中很少检测到。利用来自 MW 和公共数据库的分离株的全基因组测序数据,我们证明德比血清型的毒力潜力低于其他临床血清型,特别是基于其与免疫逃避和症状产生相关的基因的减少,表明其作为亚临床沙门氏菌病的潜在作用。此外,MW 中存在大量罕见的德比序列型(ST),ST-72(而不是更常见的 ST-40)。ST-72 分离株的菌毛粘附基因频率高于 ST-40 分离株;这些是参与感染定植和持续的关键毒力因子。然而,ST-72 分离株缺乏德比特异性致病性岛 23(SPI-23),该岛会引发宿主免疫反应。综合来看,ST-72 的遗传特征可能导致明显的感染率而没有明显的症状产生,从而在社区中持续存在亚临床感染。本研究表明,污水具有提供社区传染病信息的能力,例如亚临床肠道疾病的背景感染率,而这些信息通过临床方法是无法获得的。基于污水的流行病学(WBE)已被传统上用于通过检测化学物质(如合法和非法药物)来分析社区健康,但是,市政污水中也包含健康和疾病的微生物决定因素,包括肠道病原体。在这里,我们证明 WBE 可用于检查亚临床社区沙门氏菌病模式。在一项为期一年的采样研究中,德比是在夏威夷废水中检测到的最丰富的血清型,而对应的临床病例很少。比较基因组学分析表明,在污水中发现的通常罕见的德比菌株具有独特的基因组合,使其能够作为亚临床感染持续存在,而不会产生严重胃肠炎的症状。本研究表明,WBE 可用于探索可能未反映在临床监测中的社区传染病模式趋势,揭示整体肠道疾病负担和无症状病例的比率。