长期环境颗粒物空气污染与儿童肠道微生物组成之间关系的性别差异

IF 9.7 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Thessa Van Pee , Liesa Engelen , Marthe De Boevre , Muriel Derrien , Janneke Hogervorst , Roger Pero-Gascon , Michelle Plusquin , Giulia Poma , Arnau Vich I Vila , Adrian Covaci , Lynn Vanhaecke , Sarah De Saeger , Jeroen Raes , Tim S. Nawrot
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引用次数: 0

摘要

肠道微生物群对胃肠道和整体健康至关重要,但其对儿童空气污染的反应仍未得到充分研究。在一项涉及来自ENVIRONAGE队列的412名幼儿的研究中,通过Illumina Miseq测序对粪便样本进行分析,以评估微生物组α多样性(观察到的丰富度、物种均匀性和香农多样性)和组成。使用高分辨率时空插值模型对上一年颗粒物空气污染(黑碳、PM2.5、粗颗粒物和PM10)的暴露进行建模。多元线性回归模型对先验选择的协变量进行调整,并按性别分层。此外,在考虑相同协变量的情况下,我们在科和属水平上进行了差异相对丰度分析。不同性别对肠道α多样性指数和空气污染物的影响差异有统计学意义。在男孩中,我们观察到颗粒空气污染暴露与肠道微生物群丰富度(颗粒空气污染暴露每四分位数范围(IQR)增加的估计范围为- 5.55至- 9.06)和香农多样性(每IQR增加的估计范围为- 0.058至- 0.095)之间存在负相关。不同的是,在女孩中,物种均匀性(估计为0.019至0.020 / IQR增加)和香农多样性(估计为0.065 / IQR增加)与物种均匀性(估计为0.019至0.020 / IQR增加)呈非显著正相关。经过多次测试校正,我们报告了几个细菌科和属(链球菌科,梭状芽孢杆菌13)与男孩和女孩的颗粒空气污染暴露呈负相关。我们的研究结果显示,颗粒物空气污染暴露与肠道微生物组组成之间存在性别依赖关系,强调男孩可能更容易受到与童年暴露于颗粒物污染相关的多样性丧失的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sex differences in the association between long-term ambient particulate air pollution and the intestinal microbiome composition of children
The intestinal microbiome is essential for gastrointestinal and overall health, yet its response to air pollution in children remains underexplored. In a study involving 412 young children from the ENVIRONAGE cohort, stool samples were analysed via Illumina Miseq sequencing to assess microbiome alpha diversity (observed richness, species evenness, and Shannon diversity) and composition. Exposure to previous year particulate air pollution (black carbon, PM2.5, coarse PM, and PM10) was modeled using high-resolution spatial–temporal interpolation models. Multiple linear regression models were adjusted for a priori selected covariables and stratified by sex. Furthermore, we performed a differential relative abundance analysis at family and genus level, while accounting for the same covariables. Statistically significant effect modification by sex was apparent for several intestinal alpha diversity indices and air pollutants. In boys, we observed negative associations between particulate air pollution exposure and intestinal microbiome richness (estimates ranging from −5.55 to −9.06 per interquartile range (IQR) increase in particulate air pollution exposure) and Shannon diversity (estimates ranging from −0.058 to −0.095 per IQR increase). Differently, in girls non-significant positive associations were observed with species evenness (estimates ranging from 0.019 to 0.020 per IQR increase) and Shannon diversity (estimate 0.065 per IQR increase in black carbon). After multiple testing correction, we reported several bacterial families and genera (Streptococcaceae, Clostridiales Incertae Sedis XIII, Coriobacteriaceae, Streptococcus, and Paraprevotella) to be oppositely associated with particulate air pollution exposure in boys and girls. Our findings show a sex-dependent association between particulate air pollution exposure and intestinal microbiome composition, highlighting boys as potentially more vulnerable to diversity loss associated with childhood exposure to particulate pollution.
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来源期刊
Environment International
Environment International 环境科学-环境科学
CiteScore
21.90
自引率
3.40%
发文量
734
审稿时长
2.8 months
期刊介绍: Environmental Health publishes manuscripts focusing on critical aspects of environmental and occupational medicine, including studies in toxicology and epidemiology, to illuminate the human health implications of exposure to environmental hazards. The journal adopts an open-access model and practices open peer review. It caters to scientists and practitioners across all environmental science domains, directly or indirectly impacting human health and well-being. With a commitment to enhancing the prevention of environmentally-related health risks, Environmental Health serves as a public health journal for the community and scientists engaged in matters of public health significance concerning the environment.
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