Department of Ophthalmology, The Affiliated People's Hospital of Ningbo University, Ningbo, Zhejiang, 315040, China.
School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, 315211, China.
BMC Public Health. 2024 Sep 16;24(1):2516. doi: 10.1186/s12889-024-20060-4.
The consequences of trace element exposure on cognitive function in elderly adults have been recognized as primarily attributed to the inflammatory response. It is noteworthy that diet can either exacerbate or reduce the inflammatory response. Despite this, there have been limited studies about the effects of diet on the relationship between trace element exposure and cognitive function.
A cross-sectional study utilized data from the 2011-2014 NHANES survey to explore the association between trace element exposure and cognitive function in elderly adults. The study enrolled 1726 participants, and generalized linear regression model (GLM), Bayesian kernel machine regression model (BKMR), weighted quantile sum regression (WQS), and quantile g-computation regression analysis (Qg-comp) were conducted to assess the impact of five trace elements (lead, cadmium, mercury, manganese, and selenium) in blood on cognitive function under the anti-inflammatory and pro-inflammatory diet.
The GLM analysis showed a positive correlation between selenium (Se) and both the instant recall test (IRT) and digit symbol substitution test (DSST) (β = 2.06, 95% CI: 0.70 ~ 3.41; and β = 6.41, 95% CI: 2.35 ~ 10.46, respectively). In contrast, cadmium (Cd) was negatively associated with DSST (β = -1.17, 95% CI: -2.13~ -0.22), and lead (Pb) was negatively associated with IRT (β = -0.47, 95% CI: -0.82~ -0.11). For the animal fluency test (AFT), the highest quartile of manganese (Mn) was negatively associated with the lowest quartile (β = -0.72, 95% CI: -1.34~-0.10), while mercury (Hg) showed no significant associations with cognitive function tests. Subgroup analysis revealed the effects of Cd on IRT and DSST and Se on DSST under the pro-inflammatory diet. Furthermore, The BKMR analysis showed an inverted U-shaped curve with the negative impact of trace element mixtures and DSST and a linearly negative trend with IRT in the pro-inflammatory diet. Among them, Cd was emphasized as the most potent risk factor, and Se was the most vital protective factor for IRT and DSST in WQS and Qg-comp analysis.
The study suggests that a high-quality diet might alleviate the adverse effects of Cd on IRT and DSST. High Se levels were also associated with better IRT and DSST scores in the pro-inflammatory diet. These findings provide valuable insights into the connection between diet, trace element exposure, and cognitive function in elderly adults.
微量元素暴露对老年人认知功能的影响主要归因于炎症反应。值得注意的是,饮食既可以加剧也可以减轻炎症反应。尽管如此,关于饮食对微量元素暴露与认知功能之间关系的影响的研究仍然有限。
本横断面研究利用 2011-2014 年 NHANES 调查的数据,探讨了老年人微量元素暴露与认知功能之间的关系。该研究纳入了 1726 名参与者,采用广义线性回归模型(GLM)、贝叶斯核机器回归模型(BKMR)、加权分位数总和回归(WQS)和分位数 g 计算回归分析(Qg-comp)评估了血液中五种微量元素(铅、镉、汞、锰和硒)在抗炎和促炎饮食下对认知功能的影响。
GLM 分析显示,硒(Se)与即时回忆测试(IRT)和数字符号替代测试(DSST)呈正相关(β=2.06,95%CI:0.703.41;β=6.41,95%CI:2.3510.46)。相比之下,镉(Cd)与 DSST 呈负相关(β=-1.17,95%CI:-2.13-0.22),铅(Pb)与 IRT 呈负相关(β=-0.47,95%CI:-0.82-0.11)。对于动物流畅性测试(AFT),最高四分位数的锰(Mn)与最低四分位数呈负相关(β=-0.72,95%CI:-1.34~-0.10),而汞(Hg)与认知功能测试无显著关联。亚组分析显示,Cd 对 IRT 和 DSST 的影响以及 Se 对 DSST 的影响在促炎饮食下更为显著。此外,BKMR 分析显示,在促炎饮食下,微量元素混合物与 DSST 呈负相关,与 IRT 呈线性负相关,呈现出倒 U 型曲线。其中,Cd 被强调为最具潜在风险的因素,而 Se 是 WQS 和 Qg-comp 分析中与 IRT 和 DSST 关联最为密切的保护因素。
本研究表明,高质量的饮食可能减轻 Cd 对 IRT 和 DSST 的不良影响。高 Se 水平也与促炎饮食下的 IRT 和 DSST 评分提高有关。这些发现为饮食、微量元素暴露与老年人认知功能之间的关系提供了有价值的见解。