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炎症作为重金属诱导肝损伤的途径-暴露于金属的居民的重复测量研究的见解和生物信息学分析。

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

机构信息

Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, 100005, China; Center of Environmental and Health Sciences, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100005, China.

Department of Epidemiology and Biostatistics, Jinzhou Medical University, Jinzhou, 121001, Liaoning, China.

出版信息

Int J Hyg Environ Health. 2024 Aug;261:114417. doi: 10.1016/j.ijheh.2024.114417. Epub 2024 Jul 4.

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.

摘要

背景

关于重金属暴露与肝损伤的流行病学研究主要为横断面研究,缺乏纵向数据和对潜在机制的探索。

方法

我们于 2016 年至 2019 年在中国东北地区进行了一项重复测量研究,共纳入 322 名参与者。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。采用中介和富集分析来确定炎症反应是否是重金属引起肝损伤的关键途径。

结果

共获得 958 个观测值。LMM 和 BKMR 的结果表明,个体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,Cd 与 ALT 年增长率(β=2.61;95%CI:0.97,4.26)、ALB 年下降率(β=-0.21;95%CI:-0.39,-0.03)、Mn 与 GLB 年增长率(β=0.38;95%CI:0.05,0.72)和 V 与 ALB/GLB 年下降率(β=-1.15;95%CI:-2.00,-0.31)之间存在关联。中介分析显示,高敏 C 反应蛋白(hsCRP)介导了 Cd 与 AST、TP 之间的关联,中介效应分别为 27.7%和 13.4%。此外,基因本体论和京都基因与基因组百科全书富集分析的结果支持炎症反应途径的作用。

结论

本研究结果表明,重金属暴露可导致肝损伤,炎症反应可能是其发生的关键途径。该研究为理解重金属引起的肝损伤提供了新视角,并为重金属对健康损害的预防措施提供了依据。

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