School of Public Health, Wuhan University of Science and Technology, Wuhan, 430065, Hubei, China.
School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
BMC Public Health. 2021 Dec 4;21(1):2212. doi: 10.1186/s12889-021-12209-2.
Limited information is available concerning the association between dietary patterns and cognitive ability during adolescence, especially in regards to the epidemiological studies in China. Therefore, this study aimed to analyze the association between dietary patterns and cognitive ability in Chinese children aged 10-15 years.
The dietary information, cognitive ability and sociodemographic data of 2029 children were retrieved from the 2010 China Family Panel Studies. Dietary patterns were assessed by principal component analysis. Ordinal logistic regression models were used to determine the association between dietary patterns and cognitive ability in these children.
Three dietary patterns were identified, namely, 'High protein', 'High fat' and 'High salt-oil'. Following adjustment for gender, age, nationality, household registration, school type, parental education level, family learning environment, annual household income and family size, we found that an increase in 'High protein' pattern score was significantly associated with higher mathematics test scores (OR = 1.62, CI: 1.23 ~ 2.15; P = 0.001), but not with vocabulary test scores (OR = 1.21, CI: 0.93 ~ 1.58; P = 0.149). On the contrary, an increase in 'High fat' pattern score was significantly associated with lower scores of mathematics (OR = 0.76, CI: 0.59 ~ 0.98; P = 0.031) and vocabulary (OR = 0.77, CI: 0.61 ~ 0.97; P = 0.029) tests. However, there was no significant association between 'High salt-oil' pattern and the scores of mathematics (OR = 0.99, CI: 0.77 ~ 1.27; P = 0.915) and vocabulary (OR = 0.93, CI: 0.73 ~ 1.18; P = 0.544) tests.
The findings of this study demonstrated that 'High protein' pattern was positively associated with cognitive ability in Chinese children, while 'High fat' pattern exhibited a negative association.
关于青春期饮食模式与认知能力之间的关系,相关信息十分有限,特别是在中国的流行病学研究中。因此,本研究旨在分析中国 10-15 岁儿童的饮食模式与认知能力之间的关系。
本研究从 2010 年中国家庭追踪调查中提取了 2029 名儿童的饮食信息、认知能力和社会人口统计学数据。采用主成分分析法评估饮食模式。采用有序逻辑回归模型来确定这些儿童的饮食模式与认知能力之间的关系。
本研究共识别出三种饮食模式,分别为“高蛋白”、“高脂肪”和“高盐-油”模式。在调整性别、年龄、国籍、户籍、学校类型、父母受教育程度、家庭学习环境、家庭年收入和家庭规模后,我们发现“高蛋白”模式评分的增加与较高的数学测试成绩显著相关(OR=1.62,95%CI:1.232.15;P=0.001),但与词汇测试成绩无关(OR=1.21,95%CI:0.931.58;P=0.149)。相反,“高脂肪”模式评分的增加与数学(OR=0.76,95%CI:0.590.98;P=0.031)和词汇(OR=0.77,95%CI:0.610.97;P=0.029)测试成绩的降低显著相关。然而,“高盐-油”模式与数学(OR=0.99,95%CI:0.771.27;P=0.915)和词汇(OR=0.93,95%CI:0.731.18;P=0.544)测试成绩之间无显著关联。
本研究结果表明,“高蛋白”模式与中国儿童的认知能力呈正相关,而“高脂肪”模式则呈负相关。