横断面研究
逻辑回归
认知
医学
人口学
队列
百分位
老年学
联想(心理学)
混淆
环境卫生
心理学
内科学
精神科
统计
病理
数学
社会学
心理治疗师
作者
Ruoyu Gou,You Li,Jiansheng Cai,Qiumei Liu,Weiyi Pang,Tingyu Luo,Min Xu,Song Xiao,Kailian He,Tingjun Li,Ruiying Li,Jie Xiao,Yinxia Lin,Yufu Lu,Jian Qin,Zhiyong Zhang
出处
期刊:PubMed
日期:2023-01-01
卷期号:32 (1): 133-148
标识
DOI:10.6133/apjcn.202303_32(1).0017
摘要
The composition of the human diet is complex and diverse, and the relation-ship between dietary composition and cognitive decline has not been adequately studied. Therefore, this study explored the possible association between food items and the risk of cognitive impairment.This cross-sectional study was based on an ecological longevity cohort and included 2881 participants (1086 men and 1795 women) aged ≥30 years between December 2018 and November 2019. The association between food items and the risk of cognitive impairment was explored using the Bayesian kernel machine regression (BKMR) learning model.Finally, 2881 participants (1086 men and 1795 women) were included. In all participants, the multivariable logistic analysis showed that fresh fruit consumption was associated with cognitive function (OR=0.999, 95% CI: 0.998-0.999, p=0.021). Using the BKMR model, none of the 18 food items were significantly correlated with cognitive function among women. In men, when the other food items were fixed at the 25th, 50th, and 75th percentile values (P25, estimate=-0.239; P50, estimate=-0.210; P75, estimate=-0.158), there was a negative correlation between fresh fruit consumption and the predicted risk of cognitive function disorders.Men displayed a negative association be-tween fresh fruit consumption and the risk of cognitive function disorders, but this was not apparent among women.
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