Inflammation as a pathway for heavy metal-induced liver damage—Insights from a repeated-measures study in residents exposed to metals and bioinformatics analysis

IF 4.5 2区 医学 Q1 INFECTIOUS DISEASES International journal of hygiene and environmental health Pub Date : 2024-07-04 DOI:10.1016/j.ijheh.2024.114417
Shuanzheng Zhao , Guohuan Yin , Meiduo Zhao , Jingtao Wu , Xiaolin Liu , Lanping Wei , Qun Xu , Jing Xu
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Abstract

Background

Epidemiological studies on heavy metal exposure and liver injury are predominantly cross-sectional, lacking longitudinal data and exploration of potential mechanisms.

Method

We conducted a repeated-measures study in Northeast China from 2016 to 2019, involving 322 participants. Linear mixed models (LMM) and Bayesian kernel machine regression (BKMR) were employed to explore the associations between individual and mixed blood metal concentrations [chromium (Cr), cadmium (Cd), vanadium (V), manganese (Mn), lead (Pb)] and liver function biomarkers [alanine aminotransferase (ALT), aspartate aminotransferase (AST), albumin (ALB), globulin (GLB), total protein (TP)]. Mediation and enrichment analyses were used to determine whether the inflammatory response is a critical pathway for heavy metal-induced liver damage.

Result

We obtained a total of 958 observations. The results from LMM and BKMR indicated significant associations between individual and mixed heavy metals and liver function biomarkers. Longitudinal analysis revealed associations between Cd and the annual increase rate of ALT (β = 2.61; 95% CI: 0.97, 4.26), the annual decrease rate of ALB (β = −0.21; 95% CI: −0.39, −0.03), Mn and the annual increase rate of GLB (β = 0.38; 95% CI: 0.05, 0.72), and V and the annual decrease rate of ALB/GLB (β = −1.15; 95% CI: −2.00, −0.31). Mediation analysis showed that high-sensitivity C-reactive protein (hsCRP) mediated the associations between Cd and AST, TP, with mediation effects of 27.7% and 13.4%, respectively. Additionally, results from Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses supported the role of inflammatory response pathways.

Conclusion

Our findings indicate that heavy metal exposure leads to liver damage, with the inflammatory response potentially serving as a crucial pathway in this process. This study offers a novel perspective on understanding heavy metal-induced liver injury and provides insights for preventive measures against the health damage caused by heavy metals.

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炎症是重金属诱发肝损伤的途径--对接触金属的居民进行的重复测量研究和生物信息学分析的启示。
背景:有关重金属暴露和肝损伤的流行病学研究主要是横断面研究,缺乏纵向数据和对潜在机制的探索:我们于 2016 年至 2019 年在中国东北地区开展了一项重复测量研究,共有 322 人参与。采用线性混合模型(LMM)和贝叶斯核机器回归(BKMR)探讨个体和混合血液金属浓度[铬(Cr)、镉(Cd)、钒(V)、锰(Mn)、铅(Pb)]与肝功能生物标志物[丙氨酸氨基转移酶(ALT)、天冬氨酸氨基转移酶(AST)、白蛋白(ALB)、球蛋白(GLB)、总蛋白(TP)]之间的关联。通过中介分析和富集分析,确定炎症反应是否是重金属诱发肝损伤的关键途径:结果:我们共获得 958 个观察结果。LMM和BKMR的结果表明,单个重金属和混合重金属与肝功能生物标志物之间存在显著关联。纵向分析显示,镉与谷丙转氨酶的年升高率(β = 2.61; 95% CI: 0.97, 4.26)、谷草转氨酶的年降低率(β = -0.21; 95% CI: -0.39, -0.03)、锰与谷草转氨酶的年升高率(β = 0.38; 95% CI: 0.05, 0.72)、钒与谷草转氨酶/谷草转氨酶的年降低率(β = -1.15; 95% CI: -2.00, -0.31)之间存在关联。中介分析表明,高敏 C 反应蛋白(hsCRP)在镉与谷草转氨酶、谷丙转氨酶之间的关系中起中介作用,中介效应分别为 27.7% 和 13.4%。此外,基因本体和京都基因和基因组百科全书的富集分析结果也支持炎症反应通路的作用:我们的研究结果表明,重金属暴露会导致肝损伤,而炎症反应可能是这一过程中的关键途径。这项研究为理解重金属诱导的肝损伤提供了一个新的视角,并为预防重金属对健康造成的损害提供了启示。
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来源期刊
CiteScore
11.50
自引率
5.00%
发文量
151
审稿时长
22 days
期刊介绍: The International Journal of Hygiene and Environmental Health serves as a multidisciplinary forum for original reports on exposure assessment and the reactions to and consequences of human exposure to the biological, chemical, and physical environment. Research reports, short communications, reviews, scientific comments, technical notes, and editorials will be peer-reviewed before acceptance for publication. Priority will be given to articles on epidemiological aspects of environmental toxicology, health risk assessments, susceptible (sub) populations, sanitation and clean water, human biomonitoring, environmental medicine, and public health aspects of exposure-related outcomes.
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