ORIGINAL RESEARCH article

Front. Endocrinol.

Sec. Thyroid Endocrinology

Volume 16 - 2025 | doi: 10.3389/fendo.2025.1590821

This article is part of the Research TopicEnvironmental Challenges and Endocrine DysregulationView all 4 articles

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

Provisionally accepted
Xinyue  WenXinyue Wen1,2,3,4Feidan  DengFeidan Deng2,3,4Lichun  QiaoLichun Qiao2,3,4Miaoqian  LiMiaoqian Li2,3,4Xining  WangXining Wang2,3,4Hongqiu  LiHongqiu Li2,3,4Huifang  HeHuifang He2,3,4Yanjun  XieYanjun Xie2,3,4Zhaoyang  LiZhaoyang Li2,3,4Bowei  YangBowei Yang1*Jing  HanJing Han2,3,4
  • 1Ningxia Baoshi Flower Hospital, Yinchuan, Ningxia, 750005, China, Ningxia, China
  • 2Department of Occupational and Environmental Health, Key Laboratory of Environment and Genes Related to Diseases, School of Public Health, Health Science Center, Xi'an Jiaotong University, 710061, Shaanxi, China
  • 3Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China, Shaanxi, China
  • 4Global Health Institute, Health Science Center, Xi'an Jiaotong University, Xi'an, Shaanxi, 712000, China, Shaanxi, China

The final, formatted version of the article will be published soon.

AbstractBackground: 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. Methods: 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 were used to analyze the association between metal elements and the prevalence of TNs. Results: 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). Conclusions: 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.

Keywords: thyroid nodules, Metal elements, Iron, Copper, Oilfield worker

Received: 10 Mar 2025; Accepted: 01 May 2025.

Copyright: © 2025 Wen, Deng, Qiao, Li, Wang, Li, He, Xie, Li, Yang and Han. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Bowei Yang, Ningxia Baoshi Flower Hospital, Yinchuan, Ningxia, 750005, China, Ningxia, China

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