Department of Preventive Medicine, Division of Environmental Health, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Department of Integrative Physiology, University of Colorado at Boulder, Boulder, CO, USA.
Environ Int. 2019 Dec;133(Pt A):105180. doi: 10.1016/j.envint.2019.105180. Epub 2019 Oct 15.
Growing evidence indicates exposure to air pollution contributes to obesity and cardiometabolic disease risk in children and adults, however studies are lacking in young adulthood, an important transitional period in the life course. The aim of this study was to examine the associations of short- and long-term regional ambient and near-roadway air pollution (NRAP) exposures on adiposity and cardiometabolic health in young adults aged 17-22 years.
From 2014 to 2018, a subset of participants (n = 158) were recruited from the Children's Health Study to participate in the Meta-AIR (Metabolic and Asthma Incidence Research) study to assess obesity (body composition and abdominal adiposity) and cardiometabolic health (fasting glucose, fasting insulin and lipid profiles) measures. Prior 1-month and 1-year average air pollution exposures were calculated from residential addresses. This included nitrogen dioxide (NO), ozone (O), particulate matter with aerodynamic diameter < 10 μm (PM), particulate matter with aerodynamic diameter < 2.5 μm (PM) and NRAP (freeway, non-freeway, and total nitrogen oxides (NO)) exposures. Linear regression models examined associations of prior 1-month (short-term) and 1-year (long-term) air pollution exposures on obesity and cardiometabolic factors adjusting for covariates and past childhood air pollution exposures.
In the Meta-AIR study, we conducted a comprehensive analysis with short- and long-term regional ambient and NRAP exposures (in both single- and multi-pollutant models) and obesity- and cardiometabolic-related outcomes and found associations with a few outcomes. A 1 standard deviation (SD) change in long-term NO exposure was associated with a 11.3 mg/dL higher level of total cholesterol (p = 0.04) and 9.4 mg/dL higher level of low-density lipoproteins (LDL)-cholesterol (p = 0.04). Amongst obese participants, associations between long-term NO and total cholesterol and LDL-cholesterol were 4.5 and 9 times larger than the associations in non-obese participants (p = 0.008 and 0.03, respectively). Additionally, we observed a statistically significant association with increased short-term O exposure and higher triglyceride and very-low-density lipoprotein (VLDL) cholesterol levels (p = 0.04), lower high-density lipoprotein (HDL) cholesterol levels (p = 0.03), and higher hepatic fat levels (p = 0.02). Amongst glucose-related factors, long-term PM exposure was associated with higher levels of insulin area under the curve (p = 0.03). There were no other statistically significant associations with short- or long-term air pollutants and BMI, other measures of adiposity, and cardiometabolic outcomes.
Higher exposure to regional air pollutants, namely prior 1-year average NO, was associated with higher fasting serum lipid measures. These associations were more pronounced in obese participants, suggesting obesity may exacerbate the effects of air pollution exposure on lipid levels in young adults. This study did not find any other associations between short- and long-term ambient and NRAP exposures across a range of other obesity and cardiometabolic indicators. Further studies in young adults are warranted as our study suggests potential deleterious associations of both short- and long-term air pollution exposures and lipid metabolism.
越来越多的证据表明,暴露于空气污染会增加儿童和成人肥胖和心血管代谢疾病的风险,但在年轻人中,这方面的研究还很缺乏,而年轻人正是人生历程中的一个重要过渡阶段。本研究旨在探讨短期和长期区域环境和近路空气污染物(NRAP)暴露与 17-22 岁年轻成年人肥胖和心血管代谢健康的关系。
2014 年至 2018 年,从儿童健康研究中选取了一部分参与者(n=158)参加代谢和哮喘发病率研究(Meta-AIR),以评估肥胖(身体成分和腹部肥胖)和心血管代谢健康(空腹血糖、空腹胰岛素和血脂谱)指标。根据居住地址计算了之前 1 个月和 1 年的平均空气污染暴露量。这包括二氧化氮(NO)、臭氧(O)、空气动力学直径<10μm 的颗粒物(PM)、空气动力学直径<2.5μm 的颗粒物(PM)和 NRAP(高速公路、非高速公路和总氮氧化物(NO))暴露。线性回归模型调整了协变量和过去儿童期的空气污染暴露后,考察了之前 1 个月(短期)和 1 年(长期)的空气污染暴露与肥胖和心血管代谢因素的关系。
在 Meta-AIR 研究中,我们对短期和长期区域环境和 NRAP 暴露(在单污染物和多污染物模型中)与肥胖和心血管代谢相关结果进行了综合分析,发现与一些结果有关。NO 暴露的 1 个标准差(SD)变化与总胆固醇水平升高 11.3mg/dL(p=0.04)和低密度脂蛋白胆固醇(LDL-胆固醇)水平升高 9.4mg/dL(p=0.04)相关。在肥胖参与者中,NO 与总胆固醇和 LDL-胆固醇之间的长期相关性是在非肥胖参与者中的 4.5 倍和 9 倍(p=0.008 和 0.03)。此外,我们观察到短期 O 暴露增加与甘油三酯和极低密度脂蛋白(VLDL)胆固醇水平升高(p=0.04)、高密度脂蛋白(HDL)胆固醇水平降低(p=0.03)和肝脂肪水平升高(p=0.02)之间存在统计学显著的相关性。在与葡萄糖相关的因素中,PM 暴露与胰岛素曲线下面积的升高有关(p=0.03)。短期和长期的空气污染物与 BMI、其他肥胖指标和心血管代谢结果之间没有其他统计学显著的相关性。
区域空气污染物,即之前 1 年的平均 NO 暴露量较高,与空腹血清脂质指标升高有关。这些关联在肥胖参与者中更为明显,这表明肥胖可能会加剧空气污染暴露对年轻人脂质水平的影响。本研究没有发现短期和长期环境和 NRAP 暴露与其他一系列肥胖和心血管代谢指标之间的其他关联。需要在年轻人中进一步开展研究,因为我们的研究表明,短期和长期的空气污染暴露与脂质代谢之间可能存在潜在的有害关联。