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Association between blood metals mixtures concentrations and cognitive performance, and effect modification by diet in older US adults

BACKGROUND: Chronic exposure to heavy metals has been associated with adverse neurological outcomes in older adults. Inflammatory processes are suspected as an underlying pathway by which metals exert their neurotoxicity. In parallel, a diet rich in antioxidant and anti-inflammatory components may p...

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Autores principales: Laouali, Nasser, Benmarhnia, Tarik, Lanphear, Bruce P., Weuve, Jennifer, Mascari, Michael, Boutron-Ruault, Marie-Christine, Oulhote, Youssef
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8835643/
https://www.ncbi.nlm.nih.gov/pubmed/35169670
http://dx.doi.org/10.1097/EE9.0000000000000192
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author Laouali, Nasser
Benmarhnia, Tarik
Lanphear, Bruce P.
Weuve, Jennifer
Mascari, Michael
Boutron-Ruault, Marie-Christine
Oulhote, Youssef
author_facet Laouali, Nasser
Benmarhnia, Tarik
Lanphear, Bruce P.
Weuve, Jennifer
Mascari, Michael
Boutron-Ruault, Marie-Christine
Oulhote, Youssef
author_sort Laouali, Nasser
collection PubMed
description BACKGROUND: Chronic exposure to heavy metals has been associated with adverse neurological outcomes in older adults. Inflammatory processes are suspected as an underlying pathway by which metals exert their neurotoxicity. In parallel, a diet rich in antioxidant and anti-inflammatory components may protect against chronic inflammation. OBJECTIVES: We examined the associations of blood concentrations of lead, cadmium, and manganese as a mixture with cognitive performance in older US adults and potential modification of these associations by diet as measured by the Healthy Eating Index 2015 (HEI-2015) and the Adapted Dietary Inflammatory Index (ADII). METHODS: We used data on 1,777 adults ≥60 years old from the US National Health and Nutrition Examination Survey (NHANES; 2011–2014). We derived the ADII and the HEI-2015 from two nonconsecutive 24-hour diet recalls. Cognitive performance was measured by the Consortium to Establish a Registry for Alzheimer’s Disease (CERAD) Word Learning subtest, the animal fluency test, and the Digit Symbol Substitution Test (DSST). We also constructed a composite z-score reflecting overall cognitive performance. We used quantile g-computation to evaluate the joint associations of a mixture of metals with cognitive performance test scores. We also evaluated effect modification by sex and diet quality indices using Cochran Q tests. RESULTS: The median (interquartile range) of blood metals were 0.38 μg/L (0.35), 14.70 μg/L (11.70), and 8.74 μg/L (4.06) for cadmium, lead, and manganese, respectively. Increasing blood concentrations of all metals by one quartile was associated with a decrease in overall cognitive performance (–0.04; 95% confidence interval [CI] = –0.09, 0.02), CERAD (–0.04; 95% CI = –0.12, 0.03), animal fluency (–0.02; 95% CI, –0.11, 0.06), and DSST (–0.05; 95% CI = –0.11, 0.02) test scores. These associations were more pronounced in adults with high pro-inflammatory or low-diet quality and null or positive though imprecise associations in participants with a high anti-inflammatory. These associations also varied by sex with inverse associations in men and positive associations in women. CONCLUSIONS: Our findings suggest that adherence to an antioxidant and anti-inflammatory diet may prevent blood metals adverse cognitive effects among older adults. If confirmed, strategies based on diet could provide a potential complementary and efficient approach to counteract effects of environmental pollutants.
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spelling pubmed-88356432022-02-14 Association between blood metals mixtures concentrations and cognitive performance, and effect modification by diet in older US adults Laouali, Nasser Benmarhnia, Tarik Lanphear, Bruce P. Weuve, Jennifer Mascari, Michael Boutron-Ruault, Marie-Christine Oulhote, Youssef Environ Epidemiol Original Research Article BACKGROUND: Chronic exposure to heavy metals has been associated with adverse neurological outcomes in older adults. Inflammatory processes are suspected as an underlying pathway by which metals exert their neurotoxicity. In parallel, a diet rich in antioxidant and anti-inflammatory components may protect against chronic inflammation. OBJECTIVES: We examined the associations of blood concentrations of lead, cadmium, and manganese as a mixture with cognitive performance in older US adults and potential modification of these associations by diet as measured by the Healthy Eating Index 2015 (HEI-2015) and the Adapted Dietary Inflammatory Index (ADII). METHODS: We used data on 1,777 adults ≥60 years old from the US National Health and Nutrition Examination Survey (NHANES; 2011–2014). We derived the ADII and the HEI-2015 from two nonconsecutive 24-hour diet recalls. Cognitive performance was measured by the Consortium to Establish a Registry for Alzheimer’s Disease (CERAD) Word Learning subtest, the animal fluency test, and the Digit Symbol Substitution Test (DSST). We also constructed a composite z-score reflecting overall cognitive performance. We used quantile g-computation to evaluate the joint associations of a mixture of metals with cognitive performance test scores. We also evaluated effect modification by sex and diet quality indices using Cochran Q tests. RESULTS: The median (interquartile range) of blood metals were 0.38 μg/L (0.35), 14.70 μg/L (11.70), and 8.74 μg/L (4.06) for cadmium, lead, and manganese, respectively. Increasing blood concentrations of all metals by one quartile was associated with a decrease in overall cognitive performance (–0.04; 95% confidence interval [CI] = –0.09, 0.02), CERAD (–0.04; 95% CI = –0.12, 0.03), animal fluency (–0.02; 95% CI, –0.11, 0.06), and DSST (–0.05; 95% CI = –0.11, 0.02) test scores. These associations were more pronounced in adults with high pro-inflammatory or low-diet quality and null or positive though imprecise associations in participants with a high anti-inflammatory. These associations also varied by sex with inverse associations in men and positive associations in women. CONCLUSIONS: Our findings suggest that adherence to an antioxidant and anti-inflammatory diet may prevent blood metals adverse cognitive effects among older adults. If confirmed, strategies based on diet could provide a potential complementary and efficient approach to counteract effects of environmental pollutants. Lippincott Williams & Wilkins 2022-01-25 /pmc/articles/PMC8835643/ /pubmed/35169670 http://dx.doi.org/10.1097/EE9.0000000000000192 Text en Copyright © 2022 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of The Environmental Epidemiology. All rights reserved. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY) (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research Article
Laouali, Nasser
Benmarhnia, Tarik
Lanphear, Bruce P.
Weuve, Jennifer
Mascari, Michael
Boutron-Ruault, Marie-Christine
Oulhote, Youssef
Association between blood metals mixtures concentrations and cognitive performance, and effect modification by diet in older US adults
title Association between blood metals mixtures concentrations and cognitive performance, and effect modification by diet in older US adults
title_full Association between blood metals mixtures concentrations and cognitive performance, and effect modification by diet in older US adults
title_fullStr Association between blood metals mixtures concentrations and cognitive performance, and effect modification by diet in older US adults
title_full_unstemmed Association between blood metals mixtures concentrations and cognitive performance, and effect modification by diet in older US adults
title_short Association between blood metals mixtures concentrations and cognitive performance, and effect modification by diet in older US adults
title_sort association between blood metals mixtures concentrations and cognitive performance, and effect modification by diet in older us adults
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8835643/
https://www.ncbi.nlm.nih.gov/pubmed/35169670
http://dx.doi.org/10.1097/EE9.0000000000000192
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