Heavy metal exposure and its impact on inflammatory ratios in minors: The mediating role of BMI

X Xinpeng Li L Lu Han (School of Chemical Science and Engineering, Tongji University, 1239 Siping Road, Shanghai 200092, China)

Abstract

Background Despite existing evidence that endocrine-disrupting chemicals like heavy metals exposure impairs health of minors, the association between the exposures and inflammatory ratios remains uncertain. This study aims to investigate the relationship between heavy metal exposure and inflammatory ratios, focusing on BMI as a potential mediator in this association. Method We conducted a retrospective cross-sectional analysis from the NHANES 2007–2018. 14,007 minors were categorized into different age groups, and analyses were performed based on demographic characteristics. Multiple linear regression and mediation analysis were applied to asses associations between heavy metal concentrations and inflammatory ratios, with BMI included as a mediating variable. Results The participants were divided into four age groups: toddlers (2487), preschool children (2297), school-age children (5019), and teenagers (4204). Blood Pb was positively correlated with LMR (β = 0.70, 95% CI: 0.60–0.81) and PNR (β = 14.88, 95% CI: 12.29–17.47), with 25.89% and 27.02% of these associations mediated by BMI. Negative correlations were observed between Pb and inflammation ratios, including NLR (β = −0.29, 95% CI: −0.34 – −0.24), PLR (β = −10.35, 95% CI: −12.61– −8.08), and NMR (β = −0.63, 95% CI: −0.78 – −0.48), with BMI accounting for 37.64%, 22.40%, and 39.59% of these effects, respectively. Blood Cd and Hg were also correlated with these ratios, with BMI consistently mediating these associations. Conclusions BMI serves as a significant mediator between blood heavy metals and inflammatory ratios among minors.

Article Details

Journal PLoS ONE
Volume / Issue Vol. 20, Issue 12
Published December 29, 2025
Pages e0339470
ISSN 1932-6203
Publisher Public Library of Science

Journal Info

PLoS ONE

Public Library of Science

ISSN: 1932-6203 Open Access Health Sciences

Authors (2)

X

Xinpeng Li

L

Lu Han

School of Chemical Science and Engineering, Tongji University, 1239 Siping Road, Shanghai 200092, China