# Association between plasma metal element profiles and cognitive impairment in occupationally aluminum-exposed workers at a large aluminum plant in northern China

**Authors:** Xin Guo, Fangyu Gao, Mujia Li, Baolong Pan, Feng Gao, Shanshan Wang, Jingsi Zhang, Xiaoting Lu, Jing Song, Linping Wang, Huifang Zhang, Qiao Niu

PMC · DOI: 10.1016/j.tjpad.2025.100470 · The Journal of Prevention of Alzheimer's Disease · 2026-01-01

## TL;DR

High levels of aluminum, lead, and lithium in the blood of aluminum plant workers are linked to cognitive decline, with zinc possibly offering protection.

## Contribution

The study identifies synergistic neurotoxic effects of metal mixtures and age-specific impacts on cognitive impairment in aluminum workers.

## Key findings

- Elevated plasma Al, Pb, and Li levels are associated with reduced MoCA scores and cognitive impairment.
- Metal mixtures above the 25th percentile show synergistic neurotoxicity, reducing cognitive function.
- Aluminum affects younger workers (<40), while lead has a stronger impact on older workers (>40).

## Abstract

•Workers in aluminum factories with high plasma Al, Pb, and Li levels showed cognitive decline. Zinc may protect cognition.•Exposure to Al/Pb/Li mixtures above the 25th percentile reduced MoCA scores, showing synergistic neurotoxicity.•Aluminum caused cognitive impairment in workers <40, while lead dominated in >40, showing age-modified effects.

Workers in aluminum factories with high plasma Al, Pb, and Li levels showed cognitive decline. Zinc may protect cognition.

Exposure to Al/Pb/Li mixtures above the 25th percentile reduced MoCA scores, showing synergistic neurotoxicity.

Aluminum caused cognitive impairment in workers <40, while lead dominated in >40, showing age-modified effects.

This study explored the association between plasma levels of multiple metals and cognitive impairment (CI) in 455 aluminum electrolysis workers from a northern Chinese plant, divided into CI (256) and control (199) groups by MoCA scores. Using inductively coupled plasma mass spectrometry, 11 metals were measured, with analyses via conditional logistic regression,generalized linear models (GLM), Bayesian kernel machine regression (BKMR), and age stratification (40 years). Plasma aluminum (Al), lead (Pb), lithium (Li), manganese, cobalt, and copper were significantly higher in the CI group (all P < 0.05), while zinc showed no difference. Single-element analysis found Al, Pb, and Li negatively correlated with MoCA total and subscores (e.g., visuospatial function; P < 0.05), and zinc positively correlated with attention (β = 1.10, P < 0.05). BKMR confirmed metal mixtures above the 25th percentile reduced MoCA scores (β = -0.875, 95 % CI: -1.379 to -0.371), with Al, Pb, and Li as key contributors (PIP > 0.6). Subgroup analysis showed Al primarily affected those <40, while Pb had greater impact in those >40. Findings indicate elevated Al, Pb, and Li associate with higher CI risk, metal mixtures synergistically exacerbate impairment, and age modifies these effects, aiding occupational cognitive impairment prevention.

## Linked entities

- **Chemicals:** aluminum (PubChem CID 123667), lead (PubChem CID 5352425), lithium (PubChem CID 28486), zinc (PubChem CID 23994), manganese (PubChem CID 23930), cobalt (PubChem CID 104730), copper (PubChem CID 23978)

## Full-text entities

- **Diseases:** CI (MESH:D003072)
- **Chemicals:** cobalt (MESH:D003035), Pb (MESH:D007854), metal (MESH:D008670), Li (MESH:D008094), manganese (MESH:D008345), Al (MESH:D000535), zinc (MESH:D015032), copper (MESH:D003300)

## Full text

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## Figures

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## References

48 references — full list in the complete paper: https://tomesphere.com/paper/PMC12988366/full.md

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Source: https://tomesphere.com/paper/PMC12988366