Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY 10023, United States.
Department of Biostatistics, Harvard T.H Chan School of Public Health, Boston, MA, United States.
Environ Int. 2022 Jan;158:106986. doi: 10.1016/j.envint.2021.106986. Epub 2021 Nov 20.
BACKGROUND/AIMS: Early life exposures to marine contaminants can adversely impact child health but modes of action are unclear. Human milk contains extracellular vesicles (EVs) that can transport biologically relevant cargo from mother to infant, including microRNAs (miRNAs), and may partly mediate the effects of pollutants on child health. However, the role of marine pollutants on miRNA expression in milk EVs is unexplored.
We isolated EV RNA from 333 milk samples collected between 2 and 74 days postpartum from a Faroese birth cohort born 1997-2000 and sequenced 2083 miRNAs using a targeted library preparation method. We quantified five perfluoroalkyl substances (PFAS), pesticide metabolite p,p'-dichlorodiphenyldichloroethylene (DDE), and the sum of three major polychlorinated biphenyls (ΣPCBs) in maternal serum at 34 weeks of gestation and maternal hair total mercury (Hg) at birth. We used negative binomial regressions to estimate associations between individual pollutants and 418 reliably expressed EV-miRNAs adjusted for potential confounders. We performed sparse principal components (PCs) analysis to derive the first four components of the EV-miRNA data and examined associations between pollutants and PCs using Bayesian kernel machine regression (BKMR).
We observed no associations between pollutants and individual EV-miRNA expression after controlling the false discovery rate at 0.1. However, BKMR suggested that Hg was positively associated with PC1 and negatively associated with PC3, while ΣPCBs was negatively associated with PC3, and two PFAS were associated with PC4. Exploration of PC loadings followed by pathway analyses suggested that miRNAs in PC1 (miR-200b-3p, miR-664a-3p, miR-6738-5p, miR-429, miR-1236-5p, miR-4464, and miR-30b-5p) may be related to Hg neurotoxicity, while remaining PCs require further research.
Our findings suggest that groups of milk EV-miRNAs may better serve as environmental biomarkers than individual miRNAs. Future studies are needed to elucidate the role of milk EV-miRNAs in child health following prenatal exposures.
背景/目的:早期接触海洋污染物可能会对儿童健康产生不利影响,但作用机制尚不清楚。人乳中含有细胞外囊泡(EVs),可以将具有生物学意义的物质从母亲传递给婴儿,包括 microRNAs(miRNAs),并可能部分介导污染物对儿童健康的影响。然而,海洋污染物对乳 EVs 中 miRNA 表达的影响尚未得到探索。
我们从 1997-2000 年出生的法罗群岛出生队列中,在产后 2-74 天内采集的 333 份母乳样本中分离出 EV RNA,并使用靶向文库制备方法对 2083 种 miRNAs 进行测序。我们在妊娠 34 周时测量了母亲血清中的 5 种全氟烷基物质(PFAS)、农药代谢物 p,p'-二氯二苯二氯乙烯(DDE)和三种主要多氯联苯(ΣPCBs)的总和,以及出生时母亲头发中的总汞(Hg)。我们使用负二项回归模型,在调整了潜在混杂因素后,估计了个体污染物与 418 种可靠表达的 EV-miRNA 之间的关联。我们进行稀疏主成分(PCs)分析,推导出 EV-miRNA 数据的前四个 PC,并使用贝叶斯核机器回归(BKMR)模型研究污染物与 PCs 之间的关系。
在控制假发现率为 0.1 后,我们未发现污染物与个体 EV-miRNA 表达之间存在关联。然而,BKMR 结果表明,Hg 与 PC1 呈正相关,与 PC3 呈负相关,ΣPCBs 与 PC3 呈负相关,两种 PFAS 与 PC4 呈正相关。对 PC 负荷的进一步探索和通路分析表明,PC1 中的 miRNA(miR-200b-3p、miR-664a-3p、miR-6738-5p、miR-429、miR-1236-5p、miR-4464 和 miR-30b-5p)可能与 Hg 的神经毒性有关,而其余 PCs 则需要进一步研究。
我们的研究结果表明,乳 EV-miRNAs 可能比单个 miRNA 更好地作为环境生物标志物。未来的研究需要阐明产前暴露后乳 EV-miRNAs 在儿童健康中的作用。