Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.
Channing Division of Network Medicine; Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02129, USA.
Environ Res. 2021 Oct;201:111553. doi: 10.1016/j.envres.2021.111553. Epub 2021 Jun 24.
Short-term exposures to air pollution and temperature have been reported to be associated with inflammation and oxidative stress. However, mechanistic understanding of the affected metabolic pathways is still lacking and literature on the short-term exposure of air-pollution on the metabolome is limited.
We aimed to determine changes in the plasma metabolome and associated metabolic pathways related to short-term exposure to outdoor air pollution and temperature.
We performed mass-spectrometry based untargeted metabolomic profiling of plasma samples from a large and well-characterized cohort of men (Normative Aging Study) to identify metabolic pathways associated with short-term exposure to PM, NO, O, and temperature (one, seven-, and thirty-day average of address-specific predicted estimates). We used multivariable linear mixed-effect regression and independent component analysis (ICA) while simultaneously adjusting for all exposures and correcting for multiple testing.
Overall, 456 white men provided 648 blood samples, in which 1158 metabolites were quantified, between 2000 and 2016. Average age and body mass index were 75.0 years and 27.7 kg/m, respectively. Only 3% were current smokers. In the adjusted models, NO, and temperature showed statistically significant associations with several metabolites (19 metabolites for NO and 5 metabolites for temperature). We identified six metabolic pathways (sphingolipid, butanoate, pyrimidine, glycolysis/gluconeogenesis, propanoate, and pyruvate metabolisms) perturbed with short-term exposure to air pollution and temperature. These pathways were involved in inflammation and oxidative stress, immunity, and nucleic acid damage and repair.
This is the first study to report an untargeted metabolomic signature of temperature exposure, the largest to report an untargeted metabolomic signature of air pollution, and the first to use ICA. We identified several significant plasma metabolites and metabolic pathways associated with short-term exposure to air pollution and temperature; using an untargeted approach. Those pathways were involved in inflammation and oxidative stress, immunity, and nucleic acid damage and repair. These results need to be confirmed by future research.
短期暴露于空气污染和温度已被报道与炎症和氧化应激有关。然而,受影响的代谢途径的机制理解仍然缺乏,并且关于空气污染对代谢组的短期暴露的文献也很有限。
我们旨在确定与短期暴露于户外空气污染和温度相关的血浆代谢组学和相关代谢途径的变化。
我们对来自一个大型、特征良好的男性队列(正常老化研究)的血浆样本进行了基于质谱的非靶向代谢组学分析,以确定与短期暴露于 PM、NO、O 和温度相关的代谢途径(地址特异性预测估计的一天、七天和三十天平均值)。我们使用多变量线性混合效应回归和独立成分分析(ICA),同时调整所有暴露因素,并进行多次测试校正。
总体而言,2000 年至 2016 年间,共有 456 名白人男性提供了 648 份血液样本,其中定量了 1158 种代谢物。平均年龄和体重指数分别为 75.0 岁和 27.7kg/m。只有 3%的人是当前吸烟者。在调整后的模型中,NO 和温度与几种代谢物呈统计学显著相关(NO 有 19 种代谢物,温度有 5 种代谢物)。我们确定了六个受短期空气污染和温度暴露影响的代谢途径(鞘脂、丁酸盐、嘧啶、糖酵解/糖异生、丙酸盐和丙酮酸代谢)。这些途径涉及炎症和氧化应激、免疫以及核酸损伤和修复。
这是第一项报告短期暴露于温度的非靶向代谢组学特征的研究,是最大的报告短期暴露于空气污染的非靶向代谢组学特征的研究,也是第一项使用 ICA 的研究。我们使用非靶向方法确定了与短期暴露于空气污染和温度相关的几个显著的血浆代谢物和代谢途径;这些途径涉及炎症和氧化应激、免疫以及核酸损伤和修复。这些结果需要通过未来的研究来验证。