Department of Environmental Health Sciences, School of Public Health & Health Sciences, University of Massachusetts Amherst, Amherst, MA 01003, USA.
Biotechnology Training Program, University of Massachusetts Amherst, Amherst, MA 01003, USA.
Int J Environ Res Public Health. 2018 Oct 10;15(10):2211. doi: 10.3390/ijerph15102211.
The cholera epidemic that occurred in Haiti post-earthquake in 2010 has resulted in over 9000 deaths during the past eight years. Currently, morbidity and mortality rates for cholera have declined, but cholera cases still occur on a daily basis. One continuing issue is an inability to accurately predict and identify when cholera outbreaks might occur. To explore this surveillance gap, a metagenomic approach employing environmental samples was taken. In this study, surface water samples were collected at two time points from several sites near the original epicenter of the cholera outbreak in the Central Plateau of Haiti. These samples underwent whole genome sequencing and subsequent metagenomic analysis to characterize the microbial community of bacteria, fungi, protists, and viruses, and to identify antibiotic resistance and virulence associated genes. Replicates from sites were analyzed by principle components analysis, and distinct genomic profiles were obtained for each site. Cholera toxin converting phage was detected at one site, and Shiga toxin converting phages at several sites. Members of the family were frequently detected in samples, including members implicated in waterborne diseases. These results indicate a metagenomic approach to evaluating water samples can be useful for source tracking and the surveillance of pathogens such as over time, as well as for monitoring virulence factors such as cholera toxin.
2010 年海地地震后爆发的霍乱疫情在过去八年已导致超过 9000 人死亡。目前,霍乱的发病率和死亡率有所下降,但霍乱病例仍每天都有发生。一个持续存在的问题是,无法准确预测和确定霍乱疫情何时可能爆发。为了探索这一监测空白,采用了一种基于环境样本的宏基因组方法。在这项研究中,从海地中部高原霍乱疫情最初震中的几个地点采集了两个时间点的地表水样本。这些样本经过全基因组测序和随后的宏基因组分析,以描述细菌、真菌、原生动物和病毒的微生物群落,并鉴定与抗生素耐药性和毒力相关的基因。对来自不同地点的重复样本进行主成分分析,为每个地点获得了不同的基因组图谱。在一个地点检测到霍乱毒素转化噬菌体,在几个地点检测到志贺毒素转化噬菌体。家族成员经常在样本中被检测到,包括与水传播疾病有关的成员。这些结果表明,采用宏基因组方法评估水样可以有助于追踪污染源和随时间监测霍乱弧菌等病原体,以及监测霍乱毒素等毒力因子。