Association between manganese exposure in heavy metals mixtures and the prevalence of sarcopenia in US adults from NHANES 2011–2018

IF 12.2 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Qiong Huang , Jinfa Wan , Wenbin Nan , Siqi Li , Baimei He , Zhenyu Peng
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Abstract

Environmental pollution is identified as an essential risk factor for sarcopenia. However, the effect of manganese (Mn) exposure on the prevalence of sarcopenia is not assessed. Our study investigated the correlation between blood Mn concentration and sarcopenia risk in the National Health and Nutrition Examination Survey (NHANES) from 2011 to 2018. Three statistical methods were used to assess these correlations. Mediation analysis was performed to explore the role of inflammation in Mn exposure-induced sarcopenia. Of the 4957 individuals enrolled in this study, 398 (8 %) were diagnosed with sarcopenia. We found a positive association between the log10 Mn concentration and the prevalence of sarcopenia in the logistic regression model. Moreover, heavy metals mixtures were positively correlated with the prevalence of sarcopenia, with Mn identified as the main contributor to this association in the weighted quantile sum (WQS) and Bayesian kernel machine regression (BKMR) models. Furthermore, inflammation mediated the relationship between Mn exposure and the prevalence of sarcopenia, explaining 7.29 % of the effect (odds ratio: 0.03, 0.19, P = 0.002). Thus, our study results revealed that excessive Mn exposure is a contributing factor for sarcopenia. More prospective studies are required to examine the association between Mn exposure and the prevalence of sarcopenia.

Abstract Image

2011-2018年NHANES中重金属混合物中锰暴露与美国成年人肌肉减少症患病率之间的关系
环境污染被认为是肌肉减少症的重要危险因素。然而,锰(Mn)暴露对肌肉减少症患病率的影响尚未得到评估。本研究调查了2011 - 2018年全国健康与营养调查(NHANES)中血锰浓度与肌肉减少症风险的相关性。我们使用了三种统计方法来评估这些相关性。通过中介分析探讨炎症在锰暴露诱导的肌少症中的作用。在这项研究的4957名参与者中,398名(8%)被诊断为肌肉减少症。在logistic回归模型中,我们发现log10 Mn浓度与肌肉减少症患病率呈正相关。此外,重金属混合物与肌肉减少症患病率呈正相关,在加权分位数和(WQS)和贝叶斯核机回归(BKMR)模型中,锰被确定为这种关联的主要因素。此外,炎症介导了锰暴露与肌肉减少症患病率之间的关系,解释了7.29%的效应(优势比:0.03,0.19,P = 0.002)。因此,我们的研究结果表明,过量的锰暴露是肌肉减少症的一个促成因素。需要更多的前瞻性研究来检验锰暴露与肌少症患病率之间的关系。
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来源期刊
Journal of Hazardous Materials
Journal of Hazardous Materials 工程技术-工程:环境
CiteScore
25.40
自引率
5.90%
发文量
3059
审稿时长
58 days
期刊介绍: The Journal of Hazardous Materials serves as a global platform for promoting cutting-edge research in the field of Environmental Science and Engineering. Our publication features a wide range of articles, including full-length research papers, review articles, and perspectives, with the aim of enhancing our understanding of the dangers and risks associated with various materials concerning public health and the environment. It is important to note that the term "environmental contaminants" refers specifically to substances that pose hazardous effects through contamination, while excluding those that do not have such impacts on the environment or human health. Moreover, we emphasize the distinction between wastes and hazardous materials in order to provide further clarity on the scope of the journal. We have a keen interest in exploring specific compounds and microbial agents that have adverse effects on the environment.
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