Association Between Heavy Metal Exposure and Central Nervous System Tumors: A Case-Control Study Using Single and Multi-Metal Models.

IF 4.1 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Toxics Pub Date : 2025-01-26 DOI:10.3390/toxics13020092
Sen Luo, Haixia Wu, Fang Xiao, Tianwen Yang, Wei Wang, Hang Du, Peng Su
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Abstract

(1) Background: Neoplasms of the central nervous system (CNS) encompass a cluster of malignant diseases originating from tissues or structures within the CNS. Environmental factors, including heavy metals, may contribute to their development. Therefore, this research was to investigate the association between heavy metal exposure and CNS tumor susceptibility using single and muti-metal models. (2) Methods: 63 CNS tumor patients and 71 controls were included. Urine samples from the CNS tumor patients and controls were analyzed for 47 metals using inductively coupled plasma-mass spectrometry in this study. Statistical analyses included conditional Wilcoxon rank-sum tests, logistic regression, Least Absolute Shrinkage and Selection Operator (LASSO) regression, and Bayesian Kernel Machine Regression (BKMR). (3) Results: In the single metal model, higher levels of seventeen metals might be associated with a lower incidence of CNS tumor, while higher exposure levels of five metals are associated with a higher incidence of tumor. LASSO regression selected nine metals for further BKMR analysis. The joint effects showed decreased tumor risk with increased metal mixture concentration. The level of the metals Ge, As, Rb, Zr, and Sn may be related to the incidence of meningiomas and gliomas. (4) Conclusions: This study explored the association between various metals and CNS tumors, providing ideas for future prospective cohort studies and laboratory studies, and providing a foundation for new ideas in the prevention and treatment of CNS tumors.

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重金属暴露与中枢神经系统肿瘤之间的关系:使用单一和多金属模型的病例对照研究
(1)背景:中枢神经系统(CNS)肿瘤包括起源于中枢神经系统内组织或结构的一类恶性疾病。包括重金属在内的环境因素可能促进其发展。因此,本研究旨在通过单金属和多金属模型探讨重金属暴露与中枢神经系统肿瘤易感性之间的关系。(2)方法:63例中枢神经系统肿瘤患者和71例对照组。本研究采用电感耦合等离子体质谱法对来自中枢神经系统肿瘤患者和对照组的尿液样本进行了47种金属的分析。统计分析包括条件Wilcoxon秩和检验、逻辑回归、最小绝对收缩和选择算子(LASSO)回归和贝叶斯核机回归(BKMR)。(3)结果:在单金属模型中,17种金属暴露水平较高可能与CNS肿瘤发生率较低相关,而5种金属暴露水平较高可能与CNS肿瘤发生率较高相关。LASSO回归选择了九种金属进行进一步的BKMR分析。联合效应显示,随着金属混合物浓度的增加,肿瘤风险降低。Ge、As、Rb、Zr和Sn等金属的含量可能与脑膜瘤和胶质瘤的发病率有关。(4)结论:本研究探讨了各种金属与中枢神经系统肿瘤的关系,为今后的前瞻性队列研究和实验室研究提供思路,为中枢神经系统肿瘤的防治提供新思路。
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来源期刊
Toxics
Toxics Chemical Engineering-Chemical Health and Safety
CiteScore
4.50
自引率
10.90%
发文量
681
审稿时长
6 weeks
期刊介绍: Toxics (ISSN 2305-6304) is an international, peer-reviewed, open access journal which provides an advanced forum for studies related to all aspects of toxic chemicals and materials. It publishes reviews, regular research papers, and short communications. Our aim is to encourage scientists to publish their experimental and theoretical results in detail. There is, therefore, no restriction on the maximum length of the papers, although authors should write their papers in a clear and concise way. The full experimental details must be provided so that the results can be reproduced. Electronic files or software regarding the full details of calculations and experimental procedure can be deposited as supplementary material, if it is not possible to publish them along with the text.
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