# The association between metal element levels and thyroid nodules in oilfield workers: a cross-sectional study

**Authors:** Xinyue Wen, Feidan Deng, Lichun Qiao, Miaoqian Li, Xining Wang, Hongqiu Li, Huifang He, Yanjun Xie, Zhaoyang Li, Bowei Yang, Jing Han

PMC · DOI: 10.3389/fendo.2025.1590821 · Frontiers in Endocrinology · 2025-05-20

## TL;DR

This study found that oilfield workers have a high rate of thyroid nodules, possibly linked to exposure to certain metal elements like iron and copper.

## Contribution

The study identifies mixed metal exposure as a potential risk factor for thyroid nodules in oilfield workers, with iron and copper showing significant associations.

## Key findings

- Thyroid nodules prevalence was 40.62% among 517 oilfield workers.
- Mixed exposure to seven metal elements was positively associated with thyroid nodule risk.
- Iron and copper levels were significantly linked to increased thyroid nodule prevalence in the total population and males.

## Abstract

Metal elements affect the physiological processes of the thyroid gland and are associated with the formation of thyroid nodules (TNs). This study aimed to investigate the relationship between metal element levels and TNs in oilfield workers and to provide a preliminary scientific basis.

The study used a cross-sectional study to collect relevant data in 2022. Spearman’s rank correlation was used to analyze the correlation between multiple metal elements. The Logistic regression model and Weighted Quantile Sum (WQS) regression model were used to analyze the association between metal elements and the prevalence of TNs.

A total of 517 oilfield workers were included in this study and the prevalence of TNs was 40.62%. Sex, age, and uric acid levels differed between the two groups (P < 0.05). The correlation analysis showed that most of the metals were correlated with each other to varying degrees. The WQS regression model showed that mixed exposure to seven metal elements was positively associated with the risk of developing TNs. In the total population and males, iron (Fe) and copper (Cu) levels were positively related to the risk of TNs prevalence (P < 0.05).

TNs was found to be very prevalent among oilfield workers. Mixed exposure to metal elements may be associated with an elevated risk of TNs, with Fe and Cu emerging as potential contributors to this association.

## Linked entities

- **Chemicals:** iron (PubChem CID 23925), copper (PubChem CID 23978)

## Full-text entities

- **Diseases:** thyroid nodules (MESH:D016606)
- **Chemicals:** Cu (MESH:D003300), Metal (MESH:D008670), uric acid (MESH:D014527), Fe (MESH:D007501)

## Full text

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## Figures

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## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12129806/full.md

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Source: https://tomesphere.com/paper/PMC12129806