Published July 21, 2023 | Version v1
Journal article Open

Environmental exposures in early-life and general health in childhood

  • 1. University Grenoble Alpes, Inserm U 1209, CNRS UMR 5309, Team of Environmental Epidemiology applied to Development and Respiratory Health, Institute for Advanced Biosciences, Grenoble, France
  • 2. Parc de Recerca Biomèdica de Barcelona (PRBB), ISGlobal-Instituto de Salud Global de Barcelona Campus MAR, 08003, Barcelona, Spain
  • 3. Department of Environmental Science, Vytautas Magnus University, 44248, Kaunas, Lithuania
  • 4. Division for Climate and Environmental Health, Norwegian Institute of Public Health, 0213, Oslo, Norway
  • 5. Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), 75004, Paris, France
  • 6. Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
  • 7. Department of Social Medicine, School of Medicine, University of Crete, Heraklion, Crete, Greece

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.

Files

12940_2023_Article_1001.pdf

Files (2.7 MB)

Name Size Download all
md5:d729173bc866ab900cb8bf3dad448b19
1.4 MB Download
md5:503d687ef08393222c5b207a4324815b
1.3 MB Preview Download
md5:51772d0e70fbb1256e5a68c923d40705
34.8 kB Download

Additional details

Funding

HELIX – The Human Early-Life Exposome – novel tools for integrating early-life environmental exposures and child health across Europe 308333
European Commission