Michelle S.W. Kusters , Anne-Claire Binter , Ryan L. Muetzel , Mónica López-Vicente , Sami Petricola , Henning Tiemeier , Mònica Guxens
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We obtained structural brain MRI data at 3 timepoints, resulting in 6059 useable scans of white matter, cortical grey matter, cerebellum, and 7 subcortical volumes. For 1191 participants we had data on both last two timepoints. We conducted single-pollutant analyses for each air pollutant and brain volume, using linear mixed models adjusted for life-style and socioeconomic status variables. Then we performed multi-pollutant analyses with the least absolute shrinkage and selection operator for mixed models. Air pollution exposure was not associated with changes in white matter, cortical grey matter, and cerebellar volumes. Higher exposure to copper and particulate matter with aerodynamic diameter <2.5 μm (PM<sub>2.5</sub>) during pregnancy was associated with a smaller hippocampal volume at the first neuroimaging assessment, followed by faster growth of hippocampal volume (e.g. 25.1 mm<sup>3</sup> increase of hippocampal volume [95 % CI 8.6; 41.7] per 5 ng/m<sup>3</sup> increase in copper exposure per year of age). Results were comparable when restricting the analyses to children with complete data for the last two timepoints. Exposure to copper and PM<sub>2.5</sub> during pregnancy was related with a smaller hippocampal volume in mid childhood, followed by catch-up growth. 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引用次数: 0
摘要
新出现的证据表明,空气污染暴露与儿童的大脑形态有关,但空气污染与脑容量发育的纵向变化之间的关系尚未得到调查。我们通过反复评估脑容量,研究了孕期和儿童期接触空气污染与儿童期至青春期脑容量变化之间的关系。我们使用了4243名儿童的数据,这些儿童来自一个以荷兰人口为基础的大型出生队列。利用土地利用回归模型估计了孕期和儿童期暴露于14种空气污染物的情况。我们获得了3个时间点的脑结构MRI数据,对白质、皮质灰质、小脑和7个皮质下体积进行了6059次可用扫描。对于1191名参与者,我们有最后两个时间点的数据。我们对每种空气污染物和脑容量进行了单一污染物分析,使用线性混合模型调整了生活方式和社会经济地位变量。然后,我们使用最小的绝对收缩和混合模型的选择算子进行多污染物分析。空气污染暴露与白质、皮质灰质和小脑体积的变化无关。怀孕期间暴露于铜和空气动力学直径为2.5 μm (PM2.5)的颗粒物较多,在第一次神经影像学评估时海马体积较小,随后海马体积增长较快(例如,海马体积增加25.1 mm3) [95% CI 8.6;每增加5纳克/立方米的铜暴露量(41.7))。当将分析限制在最后两个时间点具有完整数据的儿童时,结果具有可比性。怀孕期间暴露于铜和PM2.5与儿童中期海马体积变小有关,随后是追赶性生长。海马体的可塑性可能会减轻生命早期空气污染的不利影响。
Outdoor residential air pollution exposure and the development of brain volumes across childhood: A longitudinal study
Emerging evidence suggests that air pollution exposure is associated with child's brain morphology, but the relationship between air pollution and longitudinal changes in the development of brain volumes has yet to be investigated. We studied the association of exposure to air pollution in pregnancy and childhood with the change of brain volumes from childhood into adolescence, using repeated assessments of brain volumes. We used data from 4243 children of a large Dutch population-based birth cohort. Exposure to 14 air pollutants during pregnancy and childhood was estimated using land-use regression models. We obtained structural brain MRI data at 3 timepoints, resulting in 6059 useable scans of white matter, cortical grey matter, cerebellum, and 7 subcortical volumes. For 1191 participants we had data on both last two timepoints. We conducted single-pollutant analyses for each air pollutant and brain volume, using linear mixed models adjusted for life-style and socioeconomic status variables. Then we performed multi-pollutant analyses with the least absolute shrinkage and selection operator for mixed models. Air pollution exposure was not associated with changes in white matter, cortical grey matter, and cerebellar volumes. Higher exposure to copper and particulate matter with aerodynamic diameter <2.5 μm (PM2.5) during pregnancy was associated with a smaller hippocampal volume at the first neuroimaging assessment, followed by faster growth of hippocampal volume (e.g. 25.1 mm3 increase of hippocampal volume [95 % CI 8.6; 41.7] per 5 ng/m3 increase in copper exposure per year of age). Results were comparable when restricting the analyses to children with complete data for the last two timepoints. Exposure to copper and PM2.5 during pregnancy was related with a smaller hippocampal volume in mid childhood, followed by catch-up growth. Plasticity of the hippocampus might mitigate adverse effects of air pollution early in life.
期刊介绍:
Environmental Pollution is an international peer-reviewed journal that publishes high-quality research papers and review articles covering all aspects of environmental pollution and its impacts on ecosystems and human health.
Subject areas include, but are not limited to:
• Sources and occurrences of pollutants that are clearly defined and measured in environmental compartments, food and food-related items, and human bodies;
• Interlinks between contaminant exposure and biological, ecological, and human health effects, including those of climate change;
• Contaminants of emerging concerns (including but not limited to antibiotic resistant microorganisms or genes, microplastics/nanoplastics, electronic wastes, light, and noise) and/or their biological, ecological, or human health effects;
• Laboratory and field studies on the remediation/mitigation of environmental pollution via new techniques and with clear links to biological, ecological, or human health effects;
• Modeling of pollution processes, patterns, or trends that is of clear environmental and/or human health interest;
• New techniques that measure and examine environmental occurrences, transport, behavior, and effects of pollutants within the environment or the laboratory, provided that they can be clearly used to address problems within regional or global environmental compartments.