Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA.
Instituto de Microbiología, Universidad San Francisco de Quito, Quito, Ecuador.
Gut Microbes. 2023 Dec;15(2):2281010. doi: 10.1080/19490976.2023.2281010. Epub 2023 Nov 22.
A high proportion of enteric infections, including those caused by diarrheagenic (DEC), are asymptomatic for diarrhea. The factors responsible for the development of diarrhea symptoms, or lack thereof, remain unclear. Here, we used DEC isolate genome and whole stool microbiome data from a case-control study of diarrhea in Ecuador to examine factors associated with diarrhea symptoms accompanying DEC carriage. We investigated i) pathogen abundance, ii) gut microbiome characteristics, and iii) strain-level pathogen characteristics from DEC infections with diarrhea symptoms (symptomatic infections) and without diarrhea symptoms (asymptomatic infections). We also included data from individuals with and without diarrhea who were not infected with DEC (uninfected cases and controls). i) relative abundance in the gut microbiome was highly variable, but higher on-average in individuals with symptomatic compared to asymptomatic DEC infections. Similarly, the number and relative abundances of virulence genes in the gut were higher in symptomatic than asymptomatic DEC infections. ii) Measures of microbiome diversity were similar regardless of diarrhea symptoms or DEC carriage. Proteobacterial families that have been described as pathobionts were enriched in symptomatic infections and uninfected cases, whereas potentially beneficial taxa, including the and , were more abundant in individuals without diarrhea. An analysis of high-level gene functions recovered in metagenomes revealed that genes that were differentially abundant by diarrhea and DEC infection status were more abundant in symptomatic than asymptomatic DEC infections. iii) DEC isolates from symptomatic versus asymptomatic individuals showed no significant differences in virulence or accessory gene content, and there was no phylogenetic signal associated with diarrhea symptoms. Together, these data suggest signals that distinguish symptomatic from asymptomatic DEC infections. In particular, the abundance of , the virulence gene content of the gut microbiome, and the taxa present in the gut microbiome have an apparent role.
相当比例的肠病原体感染,包括那些由肠致病性(DEC)引起的感染,并没有腹泻的症状。导致出现腹泻症状或没有腹泻症状的因素尚不清楚。在这里,我们使用厄瓜多尔腹泻病例对照研究中 DEC 分离株基因组和全粪便微生物组数据,研究与 DEC 定植相关的腹泻症状的发生发展的相关因素。我们研究了 i)病原体丰度,ii)肠道微生物组特征,以及 iii)具有腹泻症状(有症状感染)和没有腹泻症状(无症状感染)的 DEC 感染的菌株水平的病原体特征。我们还纳入了患有或未患有 DEC 感染但患有腹泻的个体(未感染病例和对照)的数据。i)肠道微生物组中的相对丰度高度可变,但有症状的 DEC 感染个体的平均丰度更高。同样,肠道中的毒力基因数量和相对丰度在有症状的 DEC 感染中高于无症状的 DEC 感染。ii)无论是否有腹泻症状或 DEC 定植,微生物组多样性的测量指标相似。已经被描述为条件致病菌的变形菌科在有症状的感染和未感染的病例中富集,而包括拟杆菌属和普雷沃氏菌属在内的潜在有益的菌群在没有腹泻的个体中更为丰富。对宏基因组中回收的高水平基因功能的分析表明,通过腹泻和 DEC 感染状态差异丰度的基因在有症状的 DEC 感染中更为丰富。iii)与无症状个体相比,来自有症状个体的 DEC 分离株在毒力或辅助基因含量上没有显著差异,且与腹泻症状无关的系统发育信号。总的来说,这些数据表明有一些信号可以区分有症状和无症状的 DEC 感染。特别是,普雷沃氏菌属的丰度、肠道微生物组的毒力基因含量以及肠道微生物组中存在的菌群似乎发挥了作用。