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Identifying Sources of Lead Exposure for Children in the Republic of Georgia, with Lead Isotope Ratios.

Giovanni S LeonardiEkaterine RuadzeAyoub SaeiAdam LaycockSimon R N CheneryHelen CrabbeElizabeth MarchantIrma KhonelidzeLela SturuaPaata ImnadzeAmiran GamkrelidzeMichael J WattsTim Marczylo
Published in: International journal of environmental research and public health (2023)
In the Republic of Georgia, a 2018 national survey estimated that more than 40% of children aged 2-7 years had a blood lead concentration (BLC) of more than 5 µg/dL. The objective of this study was to document the feasibility of employing lead isotope ratios (LIRs) to identify and rank the Pb (lead) exposure sources most relevant to children across Georgia. A cross-sectional survey between November 2019 and February 2020 of 36 children previously identified as having BLCs > 5 µg/dL from seven regions of Georgia involved the collection of blood and 528 environmental samples, a questionnaire on behaviours and potential exposures. The LIRs in blood and environmental samples were analysed in individual children and across the whole group to ascertain clustering. A fitted statistical mixed-effect model to LIR data first found that the blood samples clustered with spices, tea, and paint, then, further isotopically distinct from blood were sand, dust, and soil, and lastly, milk, toys, pens, flour, and water. Analysis of the LIRs provided an indication and ranking of the importance of Pb environmental sources as explanatory factors of BLCs across the group of children. The findings support the deployment of interventions aimed at managing the priority sources of exposure in this population.
Keyphrases
  • young adults
  • drinking water
  • human health
  • heavy metals
  • physical activity
  • machine learning
  • high resolution
  • climate change
  • mass spectrometry
  • electronic health record
  • single cell