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ORIGINAL RESEARCH article

Front. Public Health
Sec. Environmental Health and Exposome
Volume 12 - 2024 | doi: 10.3389/fpubh.2024.1431001

Association of per-and polyfluoroalkylated substances/heavy metals and bone health in children and adolescents

Provisionally accepted
Yu Meng Wei Yu Meng Wei Yu Xiao Zhang Yu Xiao Zhang Yang Fan Yang Fan *Qiao Yun Ji Qiao Yun Ji Su Fei Yang Su Fei Yang
  • West China Second University Hospital, Sichuan University, Chengdu, Sichuan Province, China

The final, formatted version of the article will be published soon.

    Background: Research on the correlation between exposure to per-and polyfluoroalkylated substances (PFASs)/heavy metals and bone health during childhood and adolescence is limited. Considering their role as endocrine disruptors, we examined relationships of six PFASs and three heavy metals with bone mineral density (BMD) in children and adolescents using representative samples from the National Health and Nutrition Examination Survey (NHANES).The study included 622 participants aged 12 to 19. The relationship between single pollutant and lumbar spine and total BMD was studied using linear regression analyses. Additionally, Bayesian Kernel Machine Regression (BKMR) models were applied to assess the joint effects of multiple PFASs and heavy metals exposure on the lumbar spine and total BMD.Results: Statistically significant differences were noted in the serum concentrations ofperfluorooctanoic acid (PFOA), perfluorooctane sulfonic acid (PFOS), perfluorohexane sulfonic acid (PFHxS), blood lead (Pb), and blood manganese (Mn) between male and female participants (all P < 0.05). Single-exposure studies have shown that Mn was negatively correlated with lumbar spine BMD and total BMD. Multivariate linear regression models revealed that, in the male group, total bone density decreased as the blood PFOA levels (95% CI = (-0.031, -0.001), P = 0.040) and blood manganese levels (95% CI = (-0.009, -0.002), P = 0.004) increased. Similarly, lumbar spine bone density decreased as the blood manganese levels (95% CI = (-0.011, -0.002), P = 0.009) increased. In the female group, total bone density decreased as the serum PFNA levels (95% CI = (-0.039, 0.000), P = 0.048) increased. As shown in the BKMR model, the joint effects of pollutant mixtures, including Mn, were negatively associated with both the lumbar spine and total BMD. Among the pollutants analyzed, Mn appeared to be the primary contributor to this negative association.This study suggests that exposure to certain PFASs and heavy metals may be associated with poor bone health. Childhood and adolescence are crucial stages for bone development, and improper exposure to PFASs and heavy metals during these stages could potentially jeopardize future bone health, consequently raising the risk of osteoporosis in adulthood.

    Keywords: bone mineral density, Children, adolescents, PFASs, heavy metals

    Received: 17 May 2024; Accepted: 27 Sep 2024.

    Copyright: © 2024 Wei, Zhang, Fan, Ji and Yang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Yang Fan, West China Second University Hospital, Sichuan University, Chengdu, 610041, Sichuan Province, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.