Evidence map›Paper›PMID 42201406›Full record

Observational studyNeurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology2026

Associations of blood heavy metals with cognitive function in older US adults: single and mutually adjusted effects.

Na Wang, Liang Guo, Menglian Shi, Long Wang, Ying Zhou, Huanbing Liu, Xinqun Xu

Abstract readObservational Study
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In one paragraph

Observational study in Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Na Wang *Department of Geriatrics, Huangdao District People's Hospital, Qingdao, China.ORCID http://orcid.org/0009-0005-0992-9312
Liang Guo *Aier Academy of Ophthalmology, Central South University, Changsha, China.ORCID http://orcid.org/0009-0006-9059-1028
Menglian ShiDepartment of General Practice/Geriatric, First Affiliated Hospital of Jiangxi Medical College, Nanchang University, Nanchang, China.
Long WangDepartment of General Practice/Geriatric, First Affiliated Hospital of Jiangxi Medical College, Nanchang University, Nanchang, China.
Ying ZhouDepartment of General Practice/Geriatric, First Affiliated Hospital of Jiangxi Medical College, Nanchang University, Nanchang, China.
Huanbing LiuDepartment of General Practice/Geriatric, First Affiliated Hospital of Jiangxi Medical College, Nanchang University, Nanchang, China.
Xinqun XuDepartment of General Practice/Geriatric, First Affiliated Hospital of Jiangxi Medical College, Nanchang University, Nanchang, China. cdyfyxuxinqun@163.com.ORCID http://orcid.org/0009-0006-0788-7427

Funding

the central government and guides local funds for science and technology development 20221ZDG020070
6 · The paper itself

Abstract

backgroundHeavy metal exposure has been associated with various diseases. The purpose of this study was to determine the single and mutually adjusted associations between blood heavy metals and cognitive function in older adults.

methodsThis observational study utilizes data from the National Health and Nutrition Examination Survey (NHANES) between 2011 and 2014 and involved 1460 participants aged ≥ 60 years. The concentrations of blood lead (Pb), cadmium (Cd), mercury (Hg), selenium (Se), and manganese (Mn) were measured using inductively coupled plasma mass spectrometry (ICP-MS). Cognitive function was assessed using the Immediate Recall Test (IRT), delayed recall test (DRT), animal fluency test (AFT), and digit symbol substitution test (DSST). Mutually adjusted linear regression models, restricted cubic spline (RCS) analyses, and subgroup analyses were performed to evaluate individual and mutually adjusted associations between blood metal concentrations and cognitive function.

resultsMultiple linear regression analysis revealed an inverse association between Cd concentrations and cognitive scores (β=-2.698, 95% CI: -4.842, -0.554). Blood Se levels were positive associations with cognitive scores (β = 0.049, 95% CI: 0.022, 0.076) and all four cognitive domains. The RCS showed that the dose-response association between Cd and cognitive scores appeared to be linear (P-nonlinear = 0.566), while Se exhibited a left-skewed inverted U-shaped curve with cognitive scores (P-nonlinear = 0.013).

conclusionsA high concentration of Cd is strongly associated with cognitive decline. However, the protective effect of Se on cognitive function plateaus after reaching a certain concentration. These findings may have significance for the development of interventions aimed at alleviating cognitive impairment.

Indexed as

CognitionMetals, HeavyAgedCadmiumFemaleHumansMaleMercuryMiddle AgedNeuropsychological TestsNutrition SurveysSeleniumUnited StatesCadmiumMercuryMetals, HeavySeleniumBlood heavy metalsCognitive agingCross-sectional studiesMutually adjusted associations

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.