Huang Hongying, Li Jinchen, Shen Jingyi, Zhao Tong, Xiao Rong, Ma Weiwei
School of Public Health, Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing, 100069, People's Republic of China.
J Inflamm Res. 2024 Apr 18;17:2365-2382. doi: 10.2147/JIR.S447300. eCollection 2024.
Cognitive dysfunction is highly prevalent in obese people, and food is a key factor in obesity, and dietary inflammatory index (DII) can reflect whether diet has anti-inflammatory or pro-inflammatory potential. In addition, dietary fatty acid consumption is linked to inflammation, obesity, and cognitive impairment. Erythrocyte membrane fatty acids can reflect dietary fatty acid intake. Our hypothesis was that erythrocyte membrane fatty acids might have a significant impact on the relationship between DII and cognition in obese individuals, and we designed experiments to test the hypothesis.
In three villages in Beijing, we collected 579 respondents from individuals 45 to 75 years old and categorized them by body mass index. The Montreal Cognitive Assessment (MoCA) score and DII score was calculated and gas chromatography was used to measure the proportion of erythrocyte membrane fatty acids. The relationship between the DII score and cognition was examined using multiple linear regression and binary logistic regression. Mediation analysis can help to understand the causal chain between variables, deeply explore the internal relationship and mechanism of action between variables. So a multiple chain mediation model was developed to investigate the mediating factors between the DII score and cognitive association.
According to adjusted linear regression, higher DII scores were linked to lower MoCA scores in the obese group. The negative correlation between DII score and cognitive function score remains in binary linear regression. We discovered through mediation analysis that erythrocyte membrane fatty acids mediate the detrimental link between DII and cognitive function in obese individuals.
We propose that higher DII scores in obese people are associated with a decline in cognitive function. In addition, this effect might be mediated via the fatty acids in the erythrocyte membrane.
认知功能障碍在肥胖人群中极为普遍,食物是导致肥胖的关键因素,饮食炎症指数(DII)能够反映饮食是否具有抗炎或促炎潜力。此外,膳食脂肪酸的摄入与炎症、肥胖及认知障碍相关。红细胞膜脂肪酸能够反映膳食脂肪酸的摄入量。我们的假设是,红细胞膜脂肪酸可能对肥胖个体的DII与认知之间的关系产生重大影响,为此我们设计了实验来验证这一假设。
在北京的三个村庄,我们收集了579名年龄在45至75岁之间的受访者信息,并根据体重指数对他们进行了分类。计算了蒙特利尔认知评估(MoCA)得分和DII得分,并采用气相色谱法测量红细胞膜脂肪酸的比例。使用多元线性回归和二元逻辑回归分析了DII得分与认知之间的关系。中介分析有助于理解变量之间的因果链,深入探究变量之间的内在关系和作用机制。因此,我们构建了一个多重链式中介模型来研究DII得分与认知关联之间的中介因素。
根据调整后的线性回归分析,在肥胖组中,较高的DII得分与较低的MoCA得分相关。在二元线性回归中,DII得分与认知功能得分之间的负相关依然存在。通过中介分析我们发现,红细胞膜脂肪酸在肥胖个体中介导了DII与认知功能之间的有害联系。
我们提出,肥胖人群中较高的DII得分与认知功能下降有关。此外,这种影响可能是通过红细胞膜中的脂肪酸介导的。