Impact of physical activity levels on the association between air pollution exposures and glycemic indicators in older individuals.

IF 5.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Environmental Health Pub Date : 2024-10-18 DOI:10.1186/s12940-024-01125-8
Hyunji Park, Sun Young Kim, Heeseon Jang, Yae Won Ha, Young Mi Yun, Kwang Joon Kim, Yumie Rhee, Hyeon Chang Kim, Chang Oh Kim, Jaelim Cho
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Abstract

Background: Air pollution may exacerbate diabetes-related indicators; however, the longitudinal associations between air pollutant concentrations and glycemic markers remain unclear. In this prospective cohort study, we examined the longitudinal associations between air pollution and glycemic indicators among older individuals with normoglycemia at baseline and determined whether these associations differed according to changes in physical activity levels.

Methods: Overall, 1,856 participants (mean age, 70.9 years) underwent baseline and 4-year follow-up surveys. We used linear mixed-effect models to examine the associations between previous 1-year exposures to air pollutants and glycemic indicators. We further investigated associations between previous 5-year exposures to air pollutants and glycemic indicators after the inverse probability of treatment weighting (IPTW). We explored effect modifications by the level of physical activity maintenance and changes in metabolic equivalent of task (METs) for physical activity.

Results: Levels of particulate matter with aerodynamic diameters ≤ 10 μm (PM10) and ≤ 2.5 μm, and nitrogen dioxide (NO2) were significantly associated with increased fasting blood glucose, Hemoglobin A1c, insulin, and homeostatic model assessment for insulin resistance (HOMA-IR) values. After IPTW, the associations remained significant for PM10 and NO2. The positive associations of NO2 with insulin and HOMA-IR remained significant in the maintained inactive group, but not in the maintained moderate-to-vigorous active group. The positive associations of PM10 or NO2 with insulin and HOMA-IR remained significant in the group with increased METs, but not in those with decreased METs. In the post-hoc analysis of non-linear relationships between an increase in METs and glycemic indicators, insulin and HOMA-IR remarkably increased in the higher PM10 and NO2 exposure group from the point of 12,000 and 13,500 METs-min/week increase, respectively.

Conclusions: We demonstrated longitudinal associations between air pollution exposures and increased insulin resistance in older individuals. Maintaining moderate-to-vigorous physical activity may mitigate the adverse effects of air pollution on insulin resistance. In older individuals dwelling in highly polluted areas, an increase of less than 12,000 METs-min/week may be beneficial for insulin resistance.

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体育锻炼水平对空气污染暴露与老年人血糖指标之间关系的影响。
背景:空气污染可能会加剧糖尿病相关指标;然而,空气污染物浓度与血糖指标之间的纵向关系仍不清楚。在这项前瞻性队列研究中,我们考察了基线血糖正常的老年人中空气污染与血糖指标之间的纵向关系,并确定了这些关系是否会因体育锻炼水平的变化而有所不同:共有 1856 名参与者(平均年龄 70.9 岁)接受了基线调查和为期 4 年的随访调查。我们使用线性混合效应模型研究了之前 1 年暴露于空气污染物与血糖指标之间的关系。经过反向治疗概率加权(IPTW)后,我们进一步研究了之前 5 年暴露于空气污染物与血糖指标之间的关联。我们探讨了体育锻炼维持水平和体育锻炼代谢当量(METs)变化对效果的影响:结果:空气动力学直径≤10 μm(PM10)和≤2.5 μm的颗粒物水平以及二氧化氮(NO2)水平与空腹血糖、血红蛋白A1c、胰岛素和胰岛素抵抗稳态模型评估(HOMA-IR)值的增加显著相关。在 IPTW 之后,PM10 和二氧化氮的相关性仍然显著。在保持不运动组中,二氧化氮与胰岛素和 HOMA-IR 的正相关仍然显著,但在保持中度至剧烈运动组中则不显著。PM10 或 NO2 与胰岛素和 HOMA-IR 的正相关在 METs 增加组中仍然显著,但在 METs 减少组中则不显著。在对 METs 增加与血糖指标之间的非线性关系进行的事后分析中,PM10 和 NO2 暴露较高的组别中,胰岛素和 HOMA-IR 分别在 METs 分钟/周增加 12,000 和 13,500 时显著增加:我们证明了空气污染暴露与老年人胰岛素抵抗增加之间的纵向联系。保持中等强度的体育锻炼可以减轻空气污染对胰岛素抵抗的不利影响。对于居住在高污染地区的老年人来说,每周增加少于 12,000 METs-min 的运动量可能对胰岛素抵抗有益。
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来源期刊
Environmental Health
Environmental Health 环境科学-公共卫生、环境卫生与职业卫生
CiteScore
10.10
自引率
1.70%
发文量
115
审稿时长
3.0 months
期刊介绍: Environmental Health publishes manuscripts on all aspects of environmental and occupational medicine and related studies in toxicology and epidemiology. Environmental Health is aimed at scientists and practitioners in all areas of environmental science where human health and well-being are involved, either directly or indirectly. Environmental Health is a public health journal serving the public health community and scientists working on matters of public health interest and importance pertaining to the environment.
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