Sleep Disturbances, Obesity, and Cognitive Function in Childhood: A Mediation Analysis

被引:8
作者
Mattey-Mora, Paola P. [1 ]
Nelson, Erik J. [2 ]
机构
[1] Indiana Univ, Sch Publ Hlth Bloomington, Dept Epidemiol & Biostat, Bloomington, IN 47405 USA
[2] Brigham Young Univ, Dept Publ Hlth, Provo, UT 84602 USA
来源
CURRENT DEVELOPMENTS IN NUTRITION | 2021年 / 5卷 / 10期
关键词
BMI; obesity; childhood; sleep disturbances; cognitive function; fluid cognition; crystallized cognition; mediation analysis; NIH TOOLBOX COGNITION; BODY-MASS INDEX; EXECUTIVE FUNCTION; PHYSICAL-ACTIVITY; CIRCADIAN SYSTEM; ADOLESCENTS; CHILDREN; METAANALYSIS; VALIDATION; BEHAVIORS;
D O I
10.1093/cdn/nzab119
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Background: Childhood cognitive development is influenced by biological and environmental factors. One such factor, obesity, impairs cognitive development and is associated with sleep disturbances. Objectives: We aimed to examine the mediating role of sleep disturbances on the relation between BMI and cognitive function in children. Methods: A total of 9951 children aged 9-10 y were included in this cross-sectional study. Children were recruited from the longitudinal ABCD (Adolescent Brain Cognitive Development) Study. Cognitive development was assessed using metrics for fluid, crystallized, and total cognitive function. Mediation analyses were conducted via linear regression modeling, with adjustment for potential confounders (sex, age, ethnicity, household income, parental education, and self-reported physical activity) for each of the 3 outcomes. Mediation significance was determined by bootstrapping. Results: A statistically significant inverse association was found between BMI and total (beta = -0.41, P < 0.001) and fluid (beta = -0.49, P < 0.001) cognition, but not for crystallized cognition. Total sleep disturbances partially mediated the association between BMI and fluid cognition (indirect effect: -0.02, P = 0.002; proportion of the total effect: 0.05, P = 0.002), but no mediation was found in the association between BMI and total cognition. Conclusions: Sleep disturbances partially mediate the effect of childhood obesity on cognitive function, particularly in fluid cognitions. Future work is necessary to understand the effects of sleep disturbances and obesity on reduced childhood cognition throughout time, predominantly across the life course.
引用
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页数:7
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