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空气污染和绿化与健康婴儿鼻腔微生物群的关联:一项纵向研究。

Associations of air pollution and greenness with the nasal microbiota of healthy infants: A longitudinal study.

机构信息

University Children's Hospital Basel, University of Basel, Basel, Switzerland; Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.

Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland.

出版信息

Environ Res. 2021 Nov;202:111633. doi: 10.1016/j.envres.2021.111633. Epub 2021 Jul 10.

Abstract

BACKGROUND

Air pollution and greenness are associated with short- and long-term respiratory health in children but the underlying mechanisms are only scarcely investigated. The nasal microbiota during the first year of life has been shown to be associated with respiratory tract infections and asthma development. Thus, an interplay between greenness, air pollution and the early nasal microbiota may contribute to short- and long-term respiratory health. We aimed to examine associations between fine particulate matter (PM), nitrogen dioxide (NO) and greenness with the nasal microbiota of healthy infants during the first year of life in a European context with low-to-moderate air pollution levels.

METHODS

Microbiota characterization was performed using 16 S rRNA pyrosequencing of 846 nasal swabs collected fortnightly from 47 healthy infants of the prospective Basel-Bern Infant Lung Development (BILD) cohort. We investigated the association of satellite-based greenness and an 8-day-average exposure to air pollution (PM, NO) with the nasal microbiota during the first year of life. Exposures were individually estimated with novel spatial-temporal models incorporating satellite data. Generalized additive mixed models adjusted for known confounders and considering the autoregressive correlation structure of the data were used for analysis.

RESULTS

Mean (SD) PM level was 17.1 (3.8 μg/m) and mean (SD) NO level was 19.7 (7.9 μg/m). Increased PM and increased NO were associated with reduced within-subject Ružička dissimilarity (PM: per 1 μg/m -0.004, 95% CI -0.008, -0.001; NO: per 1 μg/m -0.004, 95% CI -0.007, -0.001). Whole microbial community comparison with nonmetric multidimensional scaling revealed distinct microbiota profiles for different PM exposure levels. Increased NO was additionally associated with reduced abundance of Corynebacteriaceae (per 1 μg/m: -0.027, 95% CI -0.053, -0.001). No associations were found between greenness and the nasal microbiota.

CONCLUSION

Air pollution was associated with Ružička dissimilarity and relative abundance of Corynebacteriaceae. This suggests that even low-to-moderate exposure to air pollution may impact the nasal microbiota during the first year of life. Our results will be useful for future studies assessing the clinical relevance of air-pollution-induced alterations of the nasal microbiota with subsequent respiratory disease development.

摘要

背景

空气污染和绿化与儿童短期和长期呼吸道健康有关,但潜在机制仍知之甚少。生命最初一年的鼻腔微生物组已被证明与呼吸道感染和哮喘发展有关。因此,绿化、空气污染和早期鼻腔微生物组之间的相互作用可能会影响短期和长期的呼吸道健康。我们旨在研究在空气污染水平较低至中等的欧洲环境中,细颗粒物 (PM)、二氧化氮 (NO) 和绿化与健康婴儿生命第一年的鼻腔微生物组之间的关联。

方法

使用来自前瞻性巴塞尔-伯尔尼婴儿肺部发育 (BILD) 队列的 47 名健康婴儿的 846 个鼻腔拭子的 16S rRNA 焦磷酸测序进行微生物组特征描述。我们研究了基于卫星的绿化和 8 天平均空气污染 (PM、NO) 暴露与生命第一年的鼻腔微生物组之间的关联。使用包含卫星数据的新型时空模型分别估算暴露情况。使用广义加性混合模型调整已知混杂因素,并考虑到数据的自回归相关性结构进行分析。

结果

平均(SD)PM 水平为 17.1(3.8μg/m),平均(SD)NO 水平为 19.7(7.9μg/m)。PM 和 NO 增加与个体内 Ružička 不相似性降低相关(PM:每增加 1μg/m-0.004,95%CI-0.008,-0.001;NO:每增加 1μg/m-0.004,95%CI-0.007,-0.001)。非度量多维标度的全微生物群落比较显示出不同 PM 暴露水平的独特微生物组谱。NO 增加还与棒状杆菌科丰度降低相关(每增加 1μg/m:-0.027,95%CI-0.053,-0.001)。绿化与鼻腔微生物组之间没有关联。

结论

空气污染与 Ružička 不相似性和棒状杆菌科的相对丰度有关。这表明,即使是低至中等程度的空气污染暴露也可能在生命的第一年影响鼻腔微生物组。我们的研究结果将有助于未来评估空气污染引起的鼻腔微生物组改变与随后的呼吸道疾病发展之间的临床相关性。

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