Institute of Epidemiology, German Research Center for Environmental Health, Helmholtz Zentrum München, Neuherberg 85764, Germany.
Chair of Epidemiology, Institute for Medical Information Processing, Biometry and Epidemiology, Medical Faculty, Ludwig-Maximilians-Universität München (LMU Munich), Munich 81377, Germany.
Environ Sci Technol. 2024 Oct 15;58(41):18064-18075. doi: 10.1021/acs.est.4c03163. Epub 2024 Oct 4.
Long-term exposure to traffic-related air pollution (TRAP) is associated with cardiometabolic disease; however, its role in subclinical stages of disease development is unclear. Thus, we aimed to explore this association in a cross-sectional analysis, with cardiometabolic phenotypes derived from magnetic resonance imaging (MRI). Phenotypes of the left (LV) and right cardiac ventricle, whole-body adipose tissue (AT), and organ-specific AT were obtained by MRI in 400 participants of the KORA cohort. Land-use regression models were used to estimate residential long-term exposures to TRAP, e.g., nitrogen dioxides (NO) or particle number concentration (PNC). Associations between TRAP and MRI phenotypes were modeled using linear regression. Participants' mean age was 56 ± 9 years, and 42% were female. Long-term exposure to TRAP was associated with decreased LV wall thickness; a 6.0 μg/m increase in NO was associated with a -1.9% [95% confidence interval: -3.7%; -0.1%] decrease in mean global LV wall thickness. Furthermore, we found associations between TRAP and increased cardiac AT. A 2,242 n/cm increase in PNC was associated with a 4.3% [-1.7%; 10.4%] increase in mean total cardiac AT. Associations were more pronounced in women and in participants with diabetes. Our exploratory study indicates that long-term exposure to TRAP is associated with subclinical cardiometabolic disease states, particularly in metabolically vulnerable subgroups.
长期暴露于交通相关的空气污染(TRAP)与心脏代谢疾病有关;然而,其在疾病发展的亚临床阶段的作用尚不清楚。因此,我们旨在通过横断面分析来探讨这种关联,使用磁共振成像(MRI)得出心脏代谢表型。在 KORA 队列的 400 名参与者中,通过 MRI 获得了左(LV)和右心室、全身脂肪组织(AT)和器官特异性 AT 的表型。使用土地利用回归模型来估计与 TRAP 相关的长期居住地暴露,例如氮氧化物(NO)或颗粒数浓度(PNC)。使用线性回归来模拟 TRAP 与 MRI 表型之间的关联。参与者的平均年龄为 56 ± 9 岁,其中 42%为女性。长期暴露于 TRAP 与 LV 壁厚度降低有关;NO 增加 6.0 μg/m,平均全球 LV 壁厚度降低 1.9%[95%置信区间:-3.7%;-0.1%]。此外,我们发现 TRAP 与心脏 AT 增加之间存在关联。PNC 增加 2,242 n/cm,平均总心脏 AT 增加 4.3%[-1.7%;10.4%]。在女性和患有糖尿病的参与者中,关联更为明显。我们的探索性研究表明,长期暴露于 TRAP 与亚临床心脏代谢疾病状态有关,特别是在代谢脆弱的亚组中。