School of Medicine, Universidad Pontificia Bolivariana, Medellín, 050034, Colombia.
ISGlobal, Barcelona, 08003, España, Spain; Universitat Pompeu Fabra (UPF), Barcelona, 08003, Spain; CIBER Epidemiology and Public Health (CIBERESP), Spain.
Environ Res. 2024 Jul 1;252(Pt 3):118913. doi: 10.1016/j.envres.2024.118913. Epub 2024 Apr 20.
Exposome studies are advancing in high-income countries to understand how multiple environmental exposures impact health. However, there is a significant research gap in low- and middle-income and tropical countries. We aimed to describe the spatiotemporal variation of the external exposome, its correlation structure between and within exposure groups, and its dimensionality. A one-year follow-up cohort study of 506 children under 5 in two cities in Colombia was conducted to evaluate asthma, acute respiratory infections, and DNA damage. We examined 48 environmental exposures during pregnancy and 168 during childhood in eight exposure groups, including atmospheric pollutants, natural spaces, meteorology, built environment, traffic, indoor exposure, and socioeconomic capital. The exposome was estimated using geographic information systems, remote sensing, spatiotemporal modeling, and questionnaires. The median age of children at study entry was 3.7 years (interquartile range: 2.9-4.3). Air pollution and natural spaces exposure decreased from pregnancy to childhood, while socioeconomic capital increased. The highest median correlations within exposure groups were observed in meteorology (r = 0.85), traffic (r = 0.83), and atmospheric pollutants (r = 0.64). Important correlations between variables from different exposure groups were found, such as atmospheric pollutants and meteorology (r = 0.76), natural spaces (r = -0.34), and the built environment (r = 0.53). Twenty principal components explained 70%, and 57 explained 95% of the total variance in the childhood exposome. Our findings show that there is an important spatiotemporal variation in the exposome of children under 5. This is the first characterization of the external exposome in urban areas of Latin America and highlights its complexity, but also the need to better characterize and understand the exposome in order to optimize its analysis and applications in local interventions aimed at improving the health conditions and well-being of the child population and contributing to environmental health decision-making.
暴露组学研究在高收入国家取得了进展,以了解多种环境暴露如何影响健康。然而,在低收入和中等收入国家以及热带国家,存在着显著的研究差距。我们旨在描述 5 岁以下儿童的外暴露组的时空变化、暴露组之间和组内的相关性结构及其维度。在哥伦比亚的两个城市,我们开展了一项为期一年的 506 名 5 岁以下儿童的随访队列研究,以评估哮喘、急性呼吸道感染和 DNA 损伤。我们在 8 个暴露组中评估了妊娠期间的 48 种环境暴露和儿童时期的 168 种环境暴露,包括大气污染物、自然空间、气象、建筑环境、交通、室内暴露和社会经济资本。使用地理信息系统、遥感、时空建模和问卷调查来估计暴露组。研究开始时,儿童的中位年龄为 3.7 岁(四分位间距:2.9-4.3)。从妊娠到儿童时期,空气污染和自然空间暴露减少,而社会经济资本增加。在暴露组内,最高的中位数相关性见于气象学(r=0.85)、交通(r=0.83)和大气污染物(r=0.64)。还发现了来自不同暴露组的变量之间的重要相关性,如大气污染物和气象学(r=0.76)、自然空间(r=-0.34)和建筑环境(r=0.53)。20 个主成分解释了 70%,57 个主成分解释了儿童暴露组的 95%的总方差。我们的研究结果表明,5 岁以下儿童的暴露组存在重要的时空变化。这是首次对拉丁美洲城市地区外暴露组的特征描述,突出了其复杂性,但也需要更好地描述和理解外暴露组,以便优化其分析和应用,从而改善儿童人群的健康状况和福祉,并为环境健康决策做出贡献。