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金属组学分析老年人金属暴露与认知功能的关系:一项结合流行病学和生物信息学的研究。

Metallomics analysis of metal exposure and cognitive function in older adults: A combined epidemiological and bioinformatics study.

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, 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.

出版信息

Chemosphere. 2023 Nov;341:140049. doi: 10.1016/j.chemosphere.2023.140049. Epub 2023 Sep 1.

Abstract

Dementia is a significant cause of elderly disability and Alzheimer's disease (AD) is the most prevalent form of dementia. As an early stage of AD, the mechanism related to mild cognitive impairment (MCI) and heavy metals is still unclear. This study utilized a cross-sectional design and enrolled 514 older adults in Bejing, China. Cognitive function was assessed by the Mini-Mental State Examination (MMSE) and fourteen blood metals were measured by inductively coupled plasma mass spectrometry (ICP-MS). In the adjusted single-metal models, we observed that copper [Cu, β (95% CI): 3.73 (-6.42, -1.03)] and lead [Pb, β (95% CI): 0.79 (-1.26, -0.32)] demonstrated negative associations with cognitive function, while selenium [Se, β (95% CI): 2.97 (1.23, 4.70)] was beneficial to cognition. Our findings were robust in secondary analysis using multi-metal models, which included generalized linear models (GLM), Bayesian kernel machine regression (BKMR), and quantile g-computation (qgcomp). Moreover, the toxic metal mixture (Cu and Pb) exhibited a significant negative association with MMSE scores and the inclusion of Se in the metal mixture attenuated the neurotoxicity of Cu-Pb mixture. The in silico analysis was used to examine the potential molecular mechanisms (genes, biological processes, pathways, and illnesses) of interaction among metal mixtures. We identified 20 cognition-related genes that are associated with both Cu-Pb and Se. Among these genes, eight (APOE, APP, BAX, BDNF, CASP3, HMOX1, TF, and TPP1) exhibited opposite effects on protein activity, mRNA expression, or protein expression in response to Se and Cu/Pb exposure, which could be the key genes accounting for the anti-neurotoxic effects of Se. Our findings support that Se can attenuate the neurotoxicity of exposure to single Cu or Pb, and Cu-Pb mixture. More research is needed to confirm our findings and gain knowledge about the molecular mechanisms of combined metal exposure on cognitive function.

摘要

痴呆是老年人残疾的一个重要原因,而阿尔茨海默病(AD)是最常见的痴呆类型。作为 AD 的早期阶段,与轻度认知障碍(MCI)和重金属相关的机制尚不清楚。本研究采用横断面设计,纳入了中国北京的 514 名老年人。认知功能通过简易精神状态检查(MMSE)进行评估,14 种血液金属通过电感耦合等离子体质谱法(ICP-MS)进行测量。在调整后的单金属模型中,我们发现铜[Cu,β(95%CI):3.73(-6.42,-1.03)]和铅[Pb,β(95%CI):0.79(-1.26,-0.32)]与认知功能呈负相关,而硒[Se,β(95%CI):2.97(1.23,4.70)]则对认知有益。我们的发现通过使用广义线性模型(GLM)、贝叶斯核机器回归(BKMR)和分位数 g 计算(qgcomp)的多金属模型的二次分析仍然稳健。此外,有毒金属混合物(Cu 和 Pb)与 MMSE 评分呈显著负相关,而在金属混合物中包含 Se 则减轻了 Cu-Pb 混合物的神经毒性。我们还使用计算分析来检验金属混合物相互作用的潜在分子机制(基因、生物学过程、途径和疾病)。我们确定了 20 个与 Cu-Pb 和 Se 都相关的认知相关基因。在这些基因中,有 8 个(APOE、APP、BAX、BDNF、CASP3、HMOX1、TF 和 TPP1)在暴露于 Se 和 Cu/Pb 时对蛋白质活性、mRNA 表达或蛋白质表达表现出相反的影响,这可能是解释 Se 抗神经毒性作用的关键基因。我们的研究结果支持 Se 可以减轻单独暴露于 Cu 或 Pb 以及 Cu-Pb 混合物的神经毒性。需要进一步的研究来证实我们的发现,并了解联合金属暴露对认知功能的分子机制。

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