Department of Epidemiology, Instituto Nacional de Saúde Doutor Ricardo Jorge IP (INSA, IP), Lisboa, Portugal.
NOVA National School of Public Health, Public Health Research Centre, Universidade NOVA de Lisboa, Lisboa, Portugal.
Eur J Public Health. 2022 Apr 1;32(2):281-288. doi: 10.1093/eurpub/ckab190.
Blood lipids and glucose levels dysregulation represent potential mechanisms intermediating the adverse cardiovascular effects of ambient particulate matter (PM) exposure. This study aims to estimate the effect of long-term PM10 exposure on blood lipids and glucose levels and to assess the potential mediation and/or modification action of abdominal obesity (AO) (waist-to-height ratio).
Our study was based on 2,390 participants of the first Portuguese Health Examination Survey (INSEF, 2015) with available data on blood lipids and glucose parameters and living within a 30-km radius of an air quality monitoring station with available PM10 measurements. PM10 concentrations were acquired from the air quality monitoring network of the Portuguese Environment Agency. Generalized linear models were used to assess the effect of 1-year PM10 exposure on blood lipids and glucose levels. An interaction term was introduced in the models to test the modification action of AO.
We found an association between PM10 and non-fasting blood triglycerides (TG) after adjustment for age, sex, education, occupation, lifestyles-related variables and temperature but only in participants with AO. Per each 1 µg/m3 PM10 increment, there was a 1.84% (95% confidence interval: 0.02-3.69) increase in TG. For the remaining blood lipid and glucose parameters, no associations were found.
Our study demonstrates that even at low levels of exposure, long-term PM10 exposure interacts with AO to increase blood TG. Our findings suggest that reducing both AO prevalence and PM10 below current standards would result in additional health benefits for the population.
血脂和血糖水平失调代表了环境细颗粒物(PM)暴露对心血管不良影响的潜在机制。本研究旨在评估长期 PM10 暴露对血脂和血糖水平的影响,并评估腹型肥胖(AO)(腰高比)的潜在中介和/或修饰作用。
我们的研究基于 2390 名葡萄牙首次健康检查调查(INSEF,2015 年)参与者,这些参与者具有血脂和血糖参数的可用数据,并且居住在空气质量监测站的 30 公里半径范围内,这些监测站具有可用的 PM10 测量值。PM10 浓度是从葡萄牙环境署的空气质量监测网络中获得的。广义线性模型用于评估 1 年 PM10 暴露对血脂和血糖水平的影响。在模型中引入了一个交互项,以测试 AO 的修饰作用。
我们发现 PM10 与非空腹血三酰甘油(TG)之间存在关联,调整年龄、性别、教育、职业、生活方式相关变量和温度后,仅在患有 AO 的参与者中存在这种关联。每增加 1μg/m3 PM10,TG 增加 1.84%(95%置信区间:0.02-3.69)。对于其余的血脂和血糖参数,没有发现关联。
我们的研究表明,即使在低暴露水平下,长期 PM10 暴露与 AO 相互作用,增加了血液中的 TG。我们的研究结果表明,降低 AO 的患病率和 PM10 水平,使其低于当前标准,将为人群带来额外的健康益处。