TY - JOUR
T1 - Early-life external exposome in children 2–5 years old in Colombia
AU - Marín, Diana
AU - Basagaña, Xavier
AU - Amaya, Ferney
AU - Aristizábal, Luis Miguel
AU - Muñoz, Diego Alejandro
AU - Domínguez, Alan
AU - Molina, Francisco
AU - Ramos, Carlos Daniel
AU - Morales-Betancourt, Ricardo
AU - Hincapié, Roberto
AU - Rodríguez-Villamizar, Laura
AU - Rojas, Yurley
AU - Morales, Olga
AU - Cuellar, Martha
AU - Corredor, Andrea
AU - Villamil-Osorio, Milena
AU - Bejarano, María Alejandra
AU - Vidal, Dolly
AU - Narváez, Diana M.
AU - Groot, Helena
AU - Builes, Juan José
AU - López, Lucelly
AU - Henao, Enrique Antonio
AU - Lopera, Verónica
AU - Hernández, Luis Jorge
AU - Bangdiwala, Shrikant I.
AU - Marín-Ochoa, Beatriz
AU - Oviedo, Ana Isabel
AU - Sánchez-García, Oscar Eduardo
AU - Toro, María Victoria
AU - Riaño, Will
AU - Rueda, Zulma Vanessa
N1 - Publisher Copyright:
© 2024 The Authors
PY - 2024/7
Y1 - 2024/7
N2 - 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.
AB - 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.
KW - Children
KW - Environmental exposure
KW - Exposome
KW - Latin America
KW - Pregnancy
UR - http://www.scopus.com/inward/record.url?scp=85191659111&partnerID=8YFLogxK
U2 - 10.1016/j.envres.2024.118913
DO - 10.1016/j.envres.2024.118913
M3 - Artículo en revista científica indexada
C2 - 38643821
AN - SCOPUS:85191659111
SN - 0013-9351
VL - 252
JO - Environmental Research
JF - Environmental Research
M1 - 118913
ER -