Program in Public Health, Department of Family, Population, and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA; Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, MA, USA.
Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, MA, USA; Biogen Inc, Cambridge, MA, USA.
Environ Res. 2023 Jul 15;229:115949. doi: 10.1016/j.envres.2023.115949. Epub 2023 Apr 19.
The molecular effects of intermediate and long-term exposure to air pollution and temperature, such as those on extracellular microRNA (ex-miRNA) are not well understood but may have clinical consequences.
To assess the association between exposure to ambient air pollution and temperature and ex-miRNA profiles.
Our study population consisted of 734 participants in the Normative Aging Study (NAS) between 1999 and 2015. We used high-resolution models to estimate four-week, eight-week, twelve-week, six-month, and one-year moving averages of PM, O, NO, and ambient temperature based on geo-coded residential addresses. The outcome of interest was the extracellular microRNA (ex-miRNA) profile of each participant over time. We used a longitudinal quantile regression approach to estimate the association between the exposures and each ex-miRNA. Results were corrected for multiple comparisons and ex-miRNAs that were still significantly associated with the exposures were further analyzed using KEGG pathway analysis and Ingenuity Pathway Analysis.
We found 151 significant associations between levels of PM, O, NO, and ambient temperature and 82 unique ex-miRNAs across multiple quantiles. Most of the significant results were associations with intermediate-term exposure to O, long-term exposure to PM, and both intermediate and long-term exposure to ambient temperature. The exposures were most often associated with the 75th and 90th percentile of the outcomes. Pathway analyses of significant ex-miRNAs revealed their involvement in biological pathways involving cell function and communication as well as clinical diseases such as cardiovascular disease, respiratory disease, and neurological disease.
Our results show that intermediate and long-term exposure to all our exposures of interest were associated with changes in the ex-miRNA profile of study participants. Further studies on environmental risk factors and ex-miRNAs are warranted.
目前人们对于暴露于环境空气污染和温度的中长期影响(如对外泌体 microRNA(ex-miRNA)的影响)知之甚少,但这些影响可能具有临床意义。
评估环境空气污染和温度与 ex-miRNA 谱之间的关联。
我们的研究人群包括 1999 年至 2015 年间参加正常衰老研究(NAS)的 734 名参与者。我们使用高分辨率模型根据地理编码的居住地址来估计四周、八周、十二周、六个月和一年的 PM、O、NO 和环境温度的移动平均值。感兴趣的结果是每个参与者随时间变化的细胞外 microRNA(ex-miRNA)谱。我们使用纵向分位数回归方法来估计暴露与每个 ex-miRNA 之间的关联。结果经过了多次比较的校正,并且与暴露仍然显著相关的 ex-miRNAs 进一步使用 KEGG 途径分析和 Ingenuity 途径分析进行了分析。
我们发现 PM、O、NO 和环境温度水平与 82 个独特的 ex-miRNA 之间存在 151 个显著关联,这些关联存在于多个分位数中。大多数显著结果与 O 的中期暴露、PM 的长期暴露以及环境温度的中期和长期暴露有关。暴露通常与结果的第 75 百分位数和第 90 百分位数有关。对显著 ex-miRNA 的途径分析显示,它们参与了涉及细胞功能和通讯的生物学途径,以及心血管疾病、呼吸疾病和神经疾病等临床疾病。
我们的结果表明,暴露于所有感兴趣的暴露因素的中长期暴露与研究参与者的 ex-miRNA 谱的变化有关。需要进一步研究环境风险因素和 ex-miRNAs。