论著·公共卫生

能量平衡相关行为在中小学生睡眠和肥胖之间的中介效应分析

  • 楼淑萍 ,
  • 黄彦 ,
  • 刘攀越 ,
  • 陈辉
展开
  • 1.浙江大学医学院附属第四医院医院感染管理科,义乌 322000
    2.广东茂名幼儿师范专科学校体育学院,茂名 525000
    3.华中科技大学同济医学院公共卫生学院儿少卫生与妇幼保健学系,武汉 430030
楼淑萍(1994—),女,硕士;电子信箱:ll_student@163.com

收稿日期: 2020-03-19

  网络出版日期: 2021-05-14

基金资助

国家自然科学基金(81072371)

Mediation effects of energy balance-related behaviors on associations between sleep and the risk of obesity among elementary and junior high school students

  • Shu-ping LOU ,
  • Yan HUANG ,
  • Pan-yue LIU ,
  • Hui CHEN
Expand
  • 1.Department of Infection Management, The Fourth Affiliated Hospital, Zhejiang University School of Medical, Yiwu 322000, China
    2.Department of Physical Education, Guangdong Preschool Normal College in Maoming, Maoming 525000, China
    3.Department of Maternal and Child Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China

Received date: 2020-03-19

  Online published: 2021-05-14

Supported by

National Nature Science Foundation of China(81072371)

摘要

目的·探讨能量平衡相关行为对中小学生睡眠与肥胖关联的中介效应。方法·2016年9月—11月以5 179名广东省茂名市中小学生为研究对象,根据我国《学龄儿童青少年超重与肥胖筛查》体质量指数临界值分为肥胖组与非肥胖组。运用自填式问卷和标准人体测量方法,收集中小学生身高、体质量、睡眠时间参数、体育活动、视屏行为和饮食模式等信息。采用线性回归和Logistic回归分析分别评估睡眠及能量平衡相关行为(即饮食模式、体育活动、视屏行为)与肥胖之间的关联,并使用MacKinnon乘积分布法评估能量平衡相关行为在睡眠与肥胖之间中介效应的显著性。结果·与非肥胖组比较,肥胖组的特征为男性、年幼、父母肥胖、家庭月收入高、视屏时间长、高能量类饮食和水果-奶类饮食频率偏高。中小学生睡眠时间、就寝时间、起床时间均与肥胖风险存在显著关联(均P=0.000)。观察到“睡眠→视屏行为→肥胖”“睡眠→体育活动→肥胖”中介途径在睡眠与肥胖的关联中有统计学意义(P<0.05),未发现高能量类饮食及水果-奶类饮食的中介效应证据。结论·体育活动、视屏行为可能部分介导睡眠与肥胖之间关联的总效应。

本文引用格式

楼淑萍 , 黄彦 , 刘攀越 , 陈辉 . 能量平衡相关行为在中小学生睡眠和肥胖之间的中介效应分析[J]. 上海交通大学学报(医学版), 2021 , 41(4) : 519 -524 . DOI: 10.3969/j.issn.1674-8115.2021.04.017

Abstract

Objective

· To investigate the possible mediation effects of energy balance-related behaviors on the association of sleep with obesity among elementary and junior high school students.

Methods

· Data of 5 179 primary and middle school students were assessed via a self-reported questionnaire and anthropometric measurement, including sleep variables, physical activities, screen behaviors, dietary patterns, height and weight status in Maoming City, Guangdong Province from September to November 2016. The enrolled students were divided into obese group and non-obese group according to body mass index threshold of Screening of Overweight and Obesity in School-age Children and Adolescents in China. Linear regression and Logistic regression analyses were used to estimate the associations between sleep, the aforementioned energy balance-related behaviors and obesity. The MacKinnon's product-of-coefficients method was used to assess the mediation effects of energy balance-related behaviors.

Results

· Compared with the non-obese group, most obese students were characterized by being male, young, parental obesity, high monthly house income, long screen time, high frequency of high calorie food and fruit-milk diet. Significant associations were observed between sleep duration, bedtime and wake-up time of elementary and junior high school students with the risk of obesity (all P=0.000). The intermediary pathways of obesity (sleep→screen behavior→obesity, and sleep→physical activity→obesity) were statistically significant (P<0.05). No evidence for the mediating role of high calorie or fruit-milk dietary habits was found in this study.

Conclusion

· Physical activity and screen behavior were identified as possible mediators of the association between sleep and obesity.

参考文献

1 Afshin A, Forouzanfar MH, Reitsma MB, et al. Health effects of overweight and obesity in 195 countries over 25 years[J]. N Engl J Med, 2017, 377(1): 13-27.
2 NCD Risk Factor Collaboration (NCD-RisC). Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2 416 population-based measurement studies in 128.9 million children, adolescents, and adults[J]. Lancet, 2017, 390(10113): 2627-2642.
3 Seo YG, Lim H, Kim Y, et al. The effect of a multidisciplinary lifestyle intervention on obesity status, body composition, physical fitness, and cardiometabolic risk markers in children and adolescents with obesity[J]. Nutrients, 2019, 11(1): 137.
4 Hanlon EC, Dumin M, Pannain S. Chapter 13: sleep and obesity in children and adolescents[M]// Bagchi D. Global perspectives on childhood obesity. 2nd ed. USA: Academic Press, 2019: 147-178.
5 McHill AW, Wright KP Jr. Role of sleep and circadian disruption on energy expenditure and in metabolic predisposition to human obesity and metabolic disease[J]. Obes Rev, 2017, 18(): 15-24.
6 Harkness JH, Bushana PN, Todd RP, et al. Sleep disruption elevates oxidative stress in parvalbumin-positive cells of the rat cerebral cortex[J]. Sleep, 2019, 42(1): zsy201.
7 B?rnhorst C, Wijnhoven TM, Kune?ová M, et al. WHO European Childhood Obesity Surveillance Initiative: associations between sleep duration, screen time and food consumption frequencies[J]. BMC Public Health, 2015, 15: 442.
8 Fatima Y, Doi SA, Mamun AA. Longitudinal impact of sleep on overweight and obesity in children and adolescents: a systematic review and bias-adjusted meta-analysis[J]. Obes Rev, 2015, 16(2): 137-149.
9 Fernández-Alvira JM, Te Velde SJ, Jiménez-Pavón D, et al. Can ethnic background differences in children's body composition be explained by differences in energy balance-related behaviors? A mediation analysis within the energy-project[J]. PLoS One, 2013, 8(8): e71848.
10 Nishiura C, Noguchi J, Hashimoto H. Dietary patterns only partially explain the effect of short sleep duration on the incidence of obesity[J]. Sleep, 2010, 33(6): 753-757.
11 Kremers SP, Visscher TL, Seidell JC, et al. Cognitive determinants of energy balance-related behaviours: measurement issues[J]. Sports Med, 2005, 35(11): 923-933.
12 Bel-Serrat S, Ojeda-Rodríguez A, Heinen MM, et al. Clustering of multiple energy balance-related behaviors in school children and its association with overweight and obesity: WHO European childhood obesity surveillance initiative (COSI 2015—2017)[J]. Nutrients, 2019, 11(3): 511.
13 秦怡玲, 熊丰, 赵勇, 等. 重庆市城市农村儿童肥胖发病率及相关因素的分析[J]. 重庆医科大学学报, 2013, 38(8): 827-832.
14 张莹, 焦怡琳, 陆凯, 等. 我国儿童青少年单纯性肥胖的影响因素分析[J]. 中国妇幼卫生杂志, 2014, 5(2): 5-7.
15 Buscot MJ, Thomson RJ, Juonala M, et al. BMI trajectories associated with resolution of elevated youth BMI and incident adult obesity[J]. Pediatrics, 2018, 141(1): e20172003.
16 国家卫生健康委员会. 学龄儿童青少年超重与肥胖筛查: [S]. 北京: 中国标准出版社, 2018: 1-3.
17 Iacobucci D. Mediation analysis and categorical variables: the final frontier[J]. J Consum Psychol, 2012, 22(4): 582-594.
18 方杰, 温忠麟, 张敏强. 类别变量的中介效应分析[J]. 心理科学, 2017, 40(2): 471-477.
19 Tofighi D, MacKinnon DP. RMediation: an R package for mediation analysis confidence intervals[J]. Behav Res Methods, 2011, 43(3): 692-700.
20 沈艳辉, 姜秀春, 孟毅, 等. 2017年北京市中小学生营养状况及饮食行为分析[J]. 现代预防医学, 2019, 46(1): 40-43, 57.
21 沈丽娜, 柏品清, 傅灵菲, 等. 上海市浦东新区中小学生超重和肥胖现况及其膳食影响因素[J]. 环境与职业医学, 2019, 36(2): 164-169.
22 马冠生, 张玉. 中国儿童肥胖防控面临的挑战和机遇[J]. 中国儿童保健杂志, 2020, 28(2): 117-119.
23 董晓杰, 王晓晨, 朱会卷, 等. 淄博市某地区青少年超重肥胖流行现状及其影响因素[J]. 环境卫生学杂志, 2019, 9(6): 577-582.
24 Hirshkowitz M, Whiton K, Albert SM, et al. National Sleep Foundation's updated sleep duration recommendations: final report[J]. Sleep Health, 2015, 1(4): 233-243.
25 Olds TS, Maher CA, Matricciani L. Sleep duration or bedtime? Exploring the relationship between sleep habits and weight status and activity patterns[J]. Sleep, 2011, 34(10): 1299-1307.
26 Shlisky JD, Hartman TJ, Kris-Etherton PM, et al. Partial sleep deprivation and energy balance in adults: an emerging issue for consideration by dietetics practitioners[J]. J Acad Nutr Diet, 2012, 112(11): 1785-1797.
27 Spaeth AM, Hawley NL, Raynor HA, et al. Sleep, energy balance, and meal timing in school-aged children[J]. Sleep Med, 2019, 60: 139-144.
28 Taylor RW, Gray AR, Heath AM, et al. Sleep, nutrition, and physical activity interventions to prevent obesity in infancy: follow-up of the Prevention of Overweight in Infancy (POI) randomized controlled trial at ages 3.5 and 5 y[J]. Am J Clin Nutr, 2018, 108(2): 228-236.
29 Kaseva K, Dobewall H, Yang XL, et al. Physical activity, sleep, and symptoms of depression in adults-testing for mediation[J]. Med Sci Sports Exerc, 2019, 51(6): 1162-1168.
30 Tate EB, Spruijt-Metz D, O′Reilly G, et al. mHealth approaches to child obesity prevention: successes, unique challenges, and next directions[J]. Transl Behav Med, 2013, 3(4): 406-415.
31 Just DR, Wansink B. Fast food, soft drink and candy intake is unrelated to body mass index for 95% of American adults[J]. Obes Sci Pract, 2015, 1(2): 126-130.
32 黄珍茹, 高润颖, 张雅莉, 等. 上海市中小学生在校午餐与营养状况调查[J]. 上海交通大学学报(医学版), 2017, 37(1): 106-109, 117.
33 Lauderdale DS, Knutson KL, Yan LL, et al. Self-reported and measured sleep duration: how similar are they?[J]. Epidemiology, 2008, 19(6): 838-845.
文章导航

/