Department of Environmental Health, University of Cincinnati, Cincinnati, OH, United States of America.
Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States of America.
PLoS One. 2021 Jun 24;16(6):e0244341. doi: 10.1371/journal.pone.0244341. eCollection 2021.
Exposure to particulate matter has been shown to increase the adhesion of bacteria to human airway epithelial cells. However, the impact of traffic-related air pollution (TRAP) on the respiratory microbiome is unknown.
Forty children were recruited through the Cincinnati Childhood Allergy and Air Pollution Study, a longitudinal cohort followed from birth through early adolescence. Saliva and induced sputum were collected at age 14 years. Exposure to TRAP was characterized from birth through the time of sample collection using a previously validated land-use regression model. Sequencing of the bacterial 16S and ITS fungal rRNA genes was performed on sputum and saliva samples. The relative abundance of bacterial taxa and diversity indices were compared in children with exposure to high and low TRAP. We also used multiple linear regression to assess the effect of TRAP exposure, gender, asthma status, and socioeconomic status on the alpha diversity of bacteria in sputum.
We observed higher bacterial alpha diversity indices in sputum than in saliva. The diversity indices for bacteria were greater in the high TRAP exposure group than the low exposure group. These differences remained after adjusting for asthma status, gender, and mother's education. No differences were observed in the fungal microbiome between TRAP exposure groups.
Our findings indicate that exposure to TRAP in early childhood and adolescence may be associated with greater bacterial diversity in the lower respiratory tract. Asthma status does not appear to confound the observed differences in diversity. These results demonstrate that there may be a TRAP-exposure related change in the lower respiratory microbiota that is independent of asthma status.
已有研究表明,颗粒物暴露会增加细菌与人呼吸道上皮细胞的黏附。然而,交通相关空气污染(TRAP)对呼吸道微生物组的影响尚不清楚。
通过辛辛那提儿童过敏和空气污染研究招募了 40 名儿童,这是一个从出生到青少年早期进行纵向随访的队列。在 14 岁时收集唾液和诱导痰。使用先前验证的土地利用回归模型,从出生到采样时间描述 TRAP 暴露情况。对痰和唾液样本进行细菌 16S 和 ITS 真菌 rRNA 基因测序。比较高 TRAP 和低 TRAP 暴露儿童的细菌分类群相对丰度和多样性指数。我们还使用多元线性回归评估 TRAP 暴露、性别、哮喘状态和社会经济地位对痰液中细菌 alpha 多样性的影响。
我们观察到痰液中的细菌 alpha 多样性指数高于唾液。高 TRAP 暴露组的细菌多样性指数高于低暴露组。在调整哮喘状态、性别和母亲教育后,这些差异仍然存在。TRAP 暴露组之间的真菌微生物组没有差异。
我们的研究结果表明,儿童期和青少年期暴露于 TRAP 可能与下呼吸道的细菌多样性增加有关。哮喘状态似乎并没有混淆观察到的多样性差异。这些结果表明,TRAP 暴露可能会导致下呼吸道微生物组发生与哮喘状态无关的变化。