ISGlobal, Barcelona, Spain; Universitat Pompeu Fabra, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain.
ISGlobal, Barcelona, Spain; Universitat Pompeu Fabra, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain; Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.
Environ Int. 2022 Jun;164:107275. doi: 10.1016/j.envint.2022.107275. Epub 2022 May 5.
The amount of people affected by traffic-related air pollution and noise is continuously increasing, but limited research has been conducted on the association between these environmental exposures and functional brain connectivity in children.
This exploratory study aimed to analyze the associations between the exposure to traffic-related air pollution and noise during pregnancy and childhood, and functional brain connectivity amongst a wide-swath of brain areas in preadolescents from 9 to 12 years of age.
We used data of 2,197 children from the Generation R Study. Land use regression models were applied to estimate nitrogen oxides and particulate matter levels at participant's homes for several time periods: pregnancy, birth to 3 years, 3 to 6 years, and 6 years of age to the age at magnetic resonance imaging (MRI) assessment. Existing noise maps were used to estimate road traffic noise exposure at participant's homes for the same time periods. Resting-state functional MRI was obtained at 9-12 years of age. Pair-wise correlation coefficients of the blood-oxygen-level-dependent signals between 380 brain areas were calculated. Linear regressions were run and corrected for multiple testing.
Preadolescents exposed to higher levels of NO, NO, and PM absorbance, from birth to 3 years, and from 3 to 6 years of age showed higher correlation coefficients among several brain regions (e.g. from 0.16 to 0.19 higher correlation coefficient related to PM absorbance exposure, depending on the brain connection). Overall, most identified associations were between brain regions of the task positive and task negative networks, and were mainly inter-network (20 of 26). Slightly more than half of the connections were intra-hemispheric (14 of 26), predominantly in the right hemisphere. Road traffic noise was not associated with functional brain connectivity.
This exploratory study found that exposure to traffic-related air pollution during the first years of life was related to higher functional brain connectivity predominantly in brain areas located in the task positive and task negative networks, in preadolescents from 9 to 12 years of age. These results could be an indicator of differential functional connectivity in children exposed to higher levels of air pollution.
受交通相关空气污染和噪声影响的人数不断增加,但针对这些环境暴露与儿童功能性大脑连通性之间的关联,研究仍十分有限。
本探索性研究旨在分析孕妇和儿童时期接触交通相关空气污染和噪声与 9 至 12 岁青少年广泛脑区之间功能性大脑连通性的关系。
我们使用了来自“世代研究”的 2197 名儿童的数据。应用土地利用回归模型来估算参与者家中的氮氧化物和颗粒物水平,时间范围为:妊娠、出生至 3 岁、3 至 6 岁以及 6 岁至磁共振成像(MRI)评估时。利用现有的噪声图来估算参与者家中同一时间段的道路交通噪声暴露。在 9 至 12 岁时进行静息态功能磁共振成像。计算 380 个脑区之间血氧水平依赖信号的两两相关系数。进行线性回归并进行多重检验校正。
在出生至 3 岁和 3 至 6 岁期间,NOx、NO2 和 PM 吸光度水平较高的幼儿表现出几个脑区之间更高的相关系数(例如,与 PM 吸光度暴露相关的相关系数增加了 0.16 至 0.19,具体取决于大脑连接)。总的来说,大多数被识别的关联存在于任务正网络和任务负网络的脑区之间,主要是网络间(26 个中的 20 个)。超过一半的连接是半球内(26 个中的 14 个),主要在右半球。道路交通噪声与功能性大脑连通性无关。
本探索性研究发现,生命早期接触交通相关空气污染与主要位于任务正网络和任务负网络的脑区之间更高的功能性大脑连通性相关,在 9 至 12 岁的青少年中。这些结果可能是暴露于较高水平空气污染的儿童大脑功能连通性存在差异的一个指标。