Cargando…
Environmental exposures in early-life and general health in childhood
BACKGROUND: Early-life environmental exposures are suspected to be involved in the development of chronic diseases later in life. Most studies conducted so far considered single or few exposures and single-health parameter. Our study aimed to identify a childhood general health score and assess its...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10360263/ https://www.ncbi.nlm.nih.gov/pubmed/37480033 http://dx.doi.org/10.1186/s12940-023-01001-x |
_version_ | 1785076065374306304 |
---|---|
author | Amine, Ines Guillien, Alicia Philippat, Claire Anguita-Ruiz, Augusto Casas, Maribel de Castro, Montserrat Dedele, Audrius Garcia-Aymerich, Judith Granum, Berit Grazuleviciene, Regina Heude, Barbara Haug, Line Småstuen Julvez, Jordi López-Vicente, Mónica Maitre, Léa McEachan, Rosemary Nieuwenhuijsen, Mark Stratakis, Nikos Vafeiadi, Marina Wright, John Yang, Tiffany Yuan, Wen Lun Basagaña, Xavier Slama, Rémy Vrijheid, Martine Siroux, Valérie |
author_facet | Amine, Ines Guillien, Alicia Philippat, Claire Anguita-Ruiz, Augusto Casas, Maribel de Castro, Montserrat Dedele, Audrius Garcia-Aymerich, Judith Granum, Berit Grazuleviciene, Regina Heude, Barbara Haug, Line Småstuen Julvez, Jordi López-Vicente, Mónica Maitre, Léa McEachan, Rosemary Nieuwenhuijsen, Mark Stratakis, Nikos Vafeiadi, Marina Wright, John Yang, Tiffany Yuan, Wen Lun Basagaña, Xavier Slama, Rémy Vrijheid, Martine Siroux, Valérie |
author_sort | Amine, Ines |
collection | PubMed |
description | BACKGROUND: Early-life environmental exposures are suspected to be involved in the development of chronic diseases later in life. Most studies conducted so far considered single or few exposures and single-health parameter. Our study aimed to identify a childhood general health score and assess its association with a wide range of pre- and post-natal environmental exposures. METHODS: The analysis is based on 870 children (6–12 years) from six European birth cohorts participating in the Human Early-Life Exposome project. A total of 53 prenatal and 105 childhood environmental factors were considered, including lifestyle, social, urban and chemical exposures. We built a general health score by averaging three sub-scores (cardiometabolic, respiratory/allergy and mental) built from 15 health parameters. By construct, a child with a low score has a low general health status. Penalized multivariable regression through Least Absolute Shrinkage and Selection Operator (LASSO) was fitted in order to identify exposures associated with the general health score. FINDINGS: The results of LASSO show that a lower general health score was associated with maternal passive and active smoking during pregnancy and postnatal exposure to methylparaben, copper, indoor air pollutants, high intake of caffeinated drinks and few contacts with friends and family. Higher child’s general health score was associated with prenatal exposure to a bluespace near residency and postnatal exposures to pets, cobalt, high intakes of vegetables and more physical activity. Against our hypotheses, postnatal exposure to organochlorine compounds and perfluorooctanoate were associated with a higher child’s general health score. CONCLUSION: By using a general health score summarizing the child cardiometabolic, respiratory/allergy and mental health, this study reinforced previously suspected environmental factors associated with various child health parameters (e.g. tobacco, air pollutants) and identified new factors (e.g. pets, bluespace) warranting further investigations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-023-01001-x. |
format | Online Article Text |
id | pubmed-10360263 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103602632023-07-22 Environmental exposures in early-life and general health in childhood Amine, Ines Guillien, Alicia Philippat, Claire Anguita-Ruiz, Augusto Casas, Maribel de Castro, Montserrat Dedele, Audrius Garcia-Aymerich, Judith Granum, Berit Grazuleviciene, Regina Heude, Barbara Haug, Line Småstuen Julvez, Jordi López-Vicente, Mónica Maitre, Léa McEachan, Rosemary Nieuwenhuijsen, Mark Stratakis, Nikos Vafeiadi, Marina Wright, John Yang, Tiffany Yuan, Wen Lun Basagaña, Xavier Slama, Rémy Vrijheid, Martine Siroux, Valérie Environ Health Research BACKGROUND: Early-life environmental exposures are suspected to be involved in the development of chronic diseases later in life. Most studies conducted so far considered single or few exposures and single-health parameter. Our study aimed to identify a childhood general health score and assess its association with a wide range of pre- and post-natal environmental exposures. METHODS: The analysis is based on 870 children (6–12 years) from six European birth cohorts participating in the Human Early-Life Exposome project. A total of 53 prenatal and 105 childhood environmental factors were considered, including lifestyle, social, urban and chemical exposures. We built a general health score by averaging three sub-scores (cardiometabolic, respiratory/allergy and mental) built from 15 health parameters. By construct, a child with a low score has a low general health status. Penalized multivariable regression through Least Absolute Shrinkage and Selection Operator (LASSO) was fitted in order to identify exposures associated with the general health score. FINDINGS: The results of LASSO show that a lower general health score was associated with maternal passive and active smoking during pregnancy and postnatal exposure to methylparaben, copper, indoor air pollutants, high intake of caffeinated drinks and few contacts with friends and family. Higher child’s general health score was associated with prenatal exposure to a bluespace near residency and postnatal exposures to pets, cobalt, high intakes of vegetables and more physical activity. Against our hypotheses, postnatal exposure to organochlorine compounds and perfluorooctanoate were associated with a higher child’s general health score. CONCLUSION: By using a general health score summarizing the child cardiometabolic, respiratory/allergy and mental health, this study reinforced previously suspected environmental factors associated with various child health parameters (e.g. tobacco, air pollutants) and identified new factors (e.g. pets, bluespace) warranting further investigations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-023-01001-x. BioMed Central 2023-07-21 /pmc/articles/PMC10360263/ /pubmed/37480033 http://dx.doi.org/10.1186/s12940-023-01001-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Amine, Ines Guillien, Alicia Philippat, Claire Anguita-Ruiz, Augusto Casas, Maribel de Castro, Montserrat Dedele, Audrius Garcia-Aymerich, Judith Granum, Berit Grazuleviciene, Regina Heude, Barbara Haug, Line Småstuen Julvez, Jordi López-Vicente, Mónica Maitre, Léa McEachan, Rosemary Nieuwenhuijsen, Mark Stratakis, Nikos Vafeiadi, Marina Wright, John Yang, Tiffany Yuan, Wen Lun Basagaña, Xavier Slama, Rémy Vrijheid, Martine Siroux, Valérie Environmental exposures in early-life and general health in childhood |
title | Environmental exposures in early-life and general health in childhood |
title_full | Environmental exposures in early-life and general health in childhood |
title_fullStr | Environmental exposures in early-life and general health in childhood |
title_full_unstemmed | Environmental exposures in early-life and general health in childhood |
title_short | Environmental exposures in early-life and general health in childhood |
title_sort | environmental exposures in early-life and general health in childhood |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10360263/ https://www.ncbi.nlm.nih.gov/pubmed/37480033 http://dx.doi.org/10.1186/s12940-023-01001-x |
work_keys_str_mv | AT amineines environmentalexposuresinearlylifeandgeneralhealthinchildhood AT guillienalicia environmentalexposuresinearlylifeandgeneralhealthinchildhood AT philippatclaire environmentalexposuresinearlylifeandgeneralhealthinchildhood AT anguitaruizaugusto environmentalexposuresinearlylifeandgeneralhealthinchildhood AT casasmaribel environmentalexposuresinearlylifeandgeneralhealthinchildhood AT decastromontserrat environmentalexposuresinearlylifeandgeneralhealthinchildhood AT dedeleaudrius environmentalexposuresinearlylifeandgeneralhealthinchildhood AT garciaaymerichjudith environmentalexposuresinearlylifeandgeneralhealthinchildhood AT granumberit environmentalexposuresinearlylifeandgeneralhealthinchildhood AT grazulevicieneregina environmentalexposuresinearlylifeandgeneralhealthinchildhood AT heudebarbara environmentalexposuresinearlylifeandgeneralhealthinchildhood AT hauglinesmastuen environmentalexposuresinearlylifeandgeneralhealthinchildhood AT julvezjordi environmentalexposuresinearlylifeandgeneralhealthinchildhood AT lopezvicentemonica environmentalexposuresinearlylifeandgeneralhealthinchildhood AT maitrelea environmentalexposuresinearlylifeandgeneralhealthinchildhood AT mceachanrosemary environmentalexposuresinearlylifeandgeneralhealthinchildhood AT nieuwenhuijsenmark environmentalexposuresinearlylifeandgeneralhealthinchildhood AT stratakisnikos environmentalexposuresinearlylifeandgeneralhealthinchildhood AT vafeiadimarina environmentalexposuresinearlylifeandgeneralhealthinchildhood AT wrightjohn environmentalexposuresinearlylifeandgeneralhealthinchildhood AT yangtiffany environmentalexposuresinearlylifeandgeneralhealthinchildhood AT yuanwenlun environmentalexposuresinearlylifeandgeneralhealthinchildhood AT basaganaxavier environmentalexposuresinearlylifeandgeneralhealthinchildhood AT slamaremy environmentalexposuresinearlylifeandgeneralhealthinchildhood AT vrijheidmartine environmentalexposuresinearlylifeandgeneralhealthinchildhood AT sirouxvalerie environmentalexposuresinearlylifeandgeneralhealthinchildhood |