Abstract
Exposure to metal mixtures may lead to health impacts greater than the effects associated with singular exposures. Two common childhood environmental exposures, manganese (Mn) and lead (Pb), are associated with similar adverse neurodevelopmental effects; however, the effects surrounding concurrent exposure to both metals remain unclear. We study the impact of joint exposure to Mn and Pb on cognitive performance in school-aged children participating in the Communities Actively Researching Exposure Study (CARES) based in East Liverpool, Ohio. Blood Pb levels were measured for each child (geometric mean (GM) = 1.13 μg/dL, range 0.30 μg/dL – 6.64 μg/dL). Mn was measured in participant blood, hair, and toenails with GMs of 10.1 μg/L, 360 ng/g, 0.974 μg/g, respectively. Trained team members administered the Wechsler Intelligence Scale for Children-IV (WISC-IV) to assess intelligence quotient (IQ). The WISC-IV provides scores for Full Scale IQ, Perceptual Reasoning, Processing Speed, Working Memory, and Verbal Comprehension. Interactions between blood Pb and all Mn biomarkers were tested in linear models adjusted for child sex, household income, and serum cotinine. Separate regression models were run for each of the Mn biomarkers. The cohort was comprised of 106 children with a mean age of 8.4 years. Interactions between blood Pb and hair Mn were significant (p < 0.05) for four out of the five IQ domains. The effect of blood Pb on IQ was more pronounced at higher levels of hair and toenail Mn. No significant associations were observed when characterizing the main effect of Mn using blood. Uncovering the health impacts associated with exposure mixtures is critical to understanding the impact of real-life conditions. Our findings suggest that joint exposure to Mn and Pb may produce heightened neurocognitive impacts even at blood Pb levels below the CDC reference concentration of 5 μg/dL.
Original language | English |
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Article number | 111644 |
Journal | Environmental Research |
Volume | 202 |
DOIs | |
State | Published - Nov 2021 |
Bibliographical note
Publisher Copyright:© 2021 Elsevier Inc.
Funding
This research was supported by the NIEHS ( R01ES016531 , R21ES021106 , R01 ES02644601A1 , R24ES030904 , 5P30ES026529-03 ; P30ES023515 ; R24ES028522 ; 2T32ES010957-16 ). The funding agencies were not involved in data collection, analysis, interpretation, or writing of this manuscript. Approval for the study was obtained from the University of Cincinnati Institutional Review Board (IRB). All participants and parental guardians signed the appropriate consent and assent forms. This research was supported by the NIEHS (R01ES016531, R21ES021106, R01 ES02644601A1, R24ES030904, 5P30ES026529-03; P30ES023515; R24ES028522; 2T32ES010957-16). The funding agencies were not involved in data collection, analysis, interpretation, or writing of this manuscript. Approval for the study was obtained from the University of Cincinnati Institutional Review Board (IRB). All participants and parental guardians signed the appropriate consent and assent forms.
Funders | Funder number |
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National Institutes of Health/National Institute of Environmental Health Sciences | 2T32ES010957-16, R01 ES02644601A1, R01ES016531, P30ES023515, R24ES030904, 5P30ES026529-03, R24ES028522, R21ES021106 |
University of Cincinnati University Research Council |
Keywords
- Lead
- Manganese
- Metal mixtures
- Neurocognition
- Pediatric environmental health
ASJC Scopus subject areas
- Biochemistry
- General Environmental Science