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美国老年人尿液中多环芳烃代谢物与认知功能的独立和联合关联。

Independent and joint associations between urinary polycyclic aromatic hydrocarbon metabolites and cognitive function in older adults in the United States.

机构信息

School of Mental Health, Jining Medical University, Jining, China.

Daizhuang Hospital, Jining, Shandong, China.

出版信息

Front Public Health. 2024 Aug 7;12:1392813. doi: 10.3389/fpubh.2024.1392813. eCollection 2024.

Abstract

BACKGROUND

Polycyclic aromatic hydrocarbons (PAHs), as organic pollutants widely present in daily environments, have been shown by existing epidemiological studies to be significantly associated with deficits in learning and memory functions in children and adults. However, the association between exposure to PAHs and cognitive function in older adults remains unclear. Additionally, existing related studies have only assessed the association between individual PAH exposures and cognitive assessments, overlooking the risks posed by mixed exposures. This study aims to use three statistical models to investigate the individual and overall effects of mixed PAH exposures on the cognition of older adults in the United States.

METHODS

The study cohort was obtained from the NHANES database, which included individuals aged 60 and older from 2011 to 2014. Weighted generalized linear models (GLM), weighted quantile sum (WQS) models, and Bayesian kernel machine regression (BKMR) models were utilized to evaluate the connections between urinary PAH metabolites and the standardized Z-scores of four cognitive tests: Immediate Recall Test (IRT), Delayed Recall Test (DRT), Animal Fluency Test (AFT), and Digit Symbol Substitution Test (DSST).

RESULTS

Our analysis involved 899 individuals aged 60 and above. In the fully adjusted GLM, 2-hydroxynaphthalene (2-OHNa), 3-hydroxyfluorene (3-OHFlu), and 2-hydroxyfluorene (2-OHFlu) demonstrated negative associations with DSST Z-scores. In the WQS model, six urinary PAH metabolites were negatively linked to AFT Z-scores (β (95% confidence intervals [CI]): -0.120 (-0.208, -0.033),  = 0.007) and DSST Z-scores (β (95% CI): -0.182 (-0.262, -0.103),  < 0.001). In both assessments, 2-OHNa exerted the greatest influence among the urinary PAH metabolites. In the BKMR model, there was an overall negative correlation between urinary PAH metabolites and AFT and DSST Z-scores when the concentration was within the 25th to 75th percentile, where 2-OHNa dominated the main effect of the mixture. The WQS and BKMR models were adjusted for all covariates.

CONCLUSION

Increased concentrations of urinary PAH metabolites are associated with cognitive decline in older adults, mainly on language ability, executive function, sustained attention, working memory, and information processing speed, with 2-OHNa playing a major effect.

摘要

背景

多环芳烃(PAHs)作为广泛存在于日常环境中的有机污染物,现有的流行病学研究表明,其与儿童和成人的学习和记忆功能缺陷显著相关。然而,接触多环芳烃与老年人认知功能之间的关系尚不清楚。此外,现有的相关研究仅评估了个体多环芳烃暴露与认知评估之间的关系,而忽略了混合暴露带来的风险。本研究旨在使用三种统计模型来探讨美国老年人混合多环芳烃暴露对其认知功能的个体和总体影响。

方法

研究队列来自 NHANES 数据库,其中包括 2011 年至 2014 年期间年龄在 60 岁及以上的个体。利用加权广义线性模型(GLM)、加权分位数总和(WQS)模型和贝叶斯核机器回归(BKMR)模型,评估尿中多环芳烃代谢物与四项认知测试的标准化 Z 分数之间的关系:即时回忆测试(IRT)、延迟回忆测试(DRT)、动物流畅性测试(AFT)和数字符号替换测试(DSST)。

结果

本分析共涉及 899 名 60 岁及以上的个体。在完全调整后的 GLM 中,2-羟萘(2-OHNa)、3-羟基芴(3-OHFlu)和 2-羟基芴(2-OHFlu)与 DSST Z 分数呈负相关。在 WQS 模型中,六种尿中多环芳烃代谢物与 AFT Z 分数(β(95%置信区间[CI]):-0.120(-0.208,-0.033), = 0.007)和 DSST Z 分数(β(95%CI):-0.182(-0.262,-0.103), < 0.001)呈负相关。在这两项评估中,尿中多环芳烃代谢物中 2-OHNa 的影响最大。在 BKMR 模型中,当浓度处于 25%至 75%百分位数时,尿中多环芳烃代谢物与 AFT 和 DSST Z 分数之间存在总体负相关,其中 2-OHNa 主导混合物的主要效应。WQS 和 BKMR 模型均调整了所有协变量。

结论

尿中多环芳烃代谢物浓度升高与老年人认知能力下降有关,主要影响语言能力、执行功能、持续注意力、工作记忆和信息处理速度,其中 2-OHNa 起主要作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b5a/11335504/f3f23574aaaf/fpubh-12-1392813-g001.jpg

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