Department of Epidemiology, Erasmus University Medical Center Rotterdam, Rotterdam, the Netherlands.
Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium.
JAMA Psychiatry. 2023 May 1;80(5):451-458. doi: 10.1001/jamapsychiatry.2023.0294.
Understanding the mechanisms by which physical activity is associated with a lower risk of psychiatric symptoms may stimulate the identification of cost-efficient strategies for preventing and treating mental illness at early life stages.
To examine neurobiological, psychosocial, and behavioral mechanisms that mediate associations of physical activity with psychiatric symptoms in youth by testing an integrated model.
DESIGN, SETTING, AND PARTICIPANTS: Generation R is an ongoing prospective population-based cohort study collecting data from fetal life until young adulthood in a multiethnic urban population in the Netherlands. Pregnant women living in Rotterdam with an expected delivery date between April 2002 and January 2006 were eligible for participation along with their children born during this time. Data were collected at a single research center in the Erasmus Medical Center Sophia Children's Hospital. For the current study, data were analyzed from 4216 children with complete data on both exposure and outcome at ages 6, 10, and 13 years. Data were analyzed from January 2021 to November 2022.
Physical activity was ascertained at age 6 years (visit 1) via parent report and included weekly frequency and duration of walking or cycling to or from school, physical education at school, outdoor play, swimming, and sports participation.
Psychiatric symptoms (internalizing and externalizing symptoms) were assessed at age 6 years (visit 1) and at age 13 years (visit 3) using the Child Behavior Checklist. Several mechanisms were explored as mediators, measured at age 10 years (visit 2). Neurobiological mechanisms included total brain volume, white matter microstructure, and resting-state connectivity assessed using a 3-T magnetic resonance imaging scanner. Psychosocial mechanisms included self-esteem, body image, and friendship. Behavioral mechanisms included sleep quality, diet quality, and recreational screen time. Pearson correlations between physical activity measures and psychiatric symptoms were calculated, with false discovery rate correction applied to account for the number of tests performed. Mediation analyses were performed when a correlation (defined as false discovery rate P < .05) between exposure and outcome was observed and were adjusted for confounders.
Among the 4216 children included in this study, the mean (SD) age was 6.0 (0.4) years at visit 1, and 2115 participants (50.2%) were girls. More sports participation was associated with fewer internalizing symptoms (β for direct effect, -0.025; SE, 0.078; P = .03) but not externalizing symptoms. Self-esteem mediated the association between sports participation and internalizing symptoms (β for indirect effect, -0.009; SE, 0.018; P = .002). No evidence was found for associations between any other neurobiological, psychosocial, or behavioral variables. No association was found between other types of physical activity and psychiatric symptoms at these ages.
The integrated model presented in this cohort study evaluated potential mechanisms mediating associations between physical activity and psychiatric symptoms in youth. Self-esteem mediated an association between sports participation in childhood and internalizing symptoms in adolescence; other significant mediations were not observed. Further studies might explore whether larger effects are present in certain subgroups (eg, children at high risk of developing psychiatric symptoms), different ages, or structured sport-based physical activity interventions.
理解身体活动与精神症状风险降低之间的关联机制,可能会激发人们识别出在生命早期预防和治疗精神疾病的具有成本效益的策略。
通过测试一个综合模型,研究神经生物学、心理社会和行为机制在青少年中身体活动与精神症状之间关联的中介作用。
设计、地点和参与者:Generation R 是一项正在进行的前瞻性基于人群的队列研究,在荷兰一个多民族城市人群中从胎儿期一直收集到青年期的数据。符合条件的参与者是在 2002 年 4 月至 2006 年 1 月期间在鹿特丹居住并预计在此期间分娩的孕妇及其在此期间出生的孩子。数据是在伊拉斯谟医疗中心 Sophia 儿童医院的一个单一研究中心收集的。在当前的研究中,对 4216 名年龄在 6、10 和 13 岁时均有完整暴露和结局数据的儿童进行了数据分析。数据分析于 2021 年 1 月至 2022 年 11 月进行。
在 6 岁(第 1 次就诊)时通过家长报告来确定身体活动情况,包括步行或骑自行车上下学、学校体育课、户外活动、游泳和参加运动的每周频率和持续时间。
在 6 岁(第 1 次就诊)和 13 岁(第 3 次就诊)时使用儿童行为检查表评估精神症状(内化和外化症状)。在 10 岁(第 2 次就诊)时测量了几个机制作为中介,使用 3-T 磁共振成像扫描仪评估了总脑容量、白质微观结构和静息状态连接。心理社会机制包括自尊、身体形象和友谊。行为机制包括睡眠质量、饮食质量和娱乐性屏幕时间。计算了身体活动测量值与精神症状之间的 Pearson 相关系数,并应用虚假发现率校正来考虑进行的测试次数。当观察到暴露与结局之间存在相关性(定义为虚假发现率 P<0.05)时,进行了中介分析,并对混杂因素进行了调整。
在这项研究中,纳入的 4216 名儿童中,平均(SD)年龄为第 1 次就诊时的 6.0(0.4)岁,2115 名参与者(50.2%)为女孩。更多的运动参与与较少的内化症状相关(直接效应β,-0.025;SE,0.078;P=0.03),但与外化症状无关。自尊介导了运动参与与内化症状之间的关联(间接效应β,-0.009;SE,0.018;P=0.002)。没有证据表明其他神经生物学、心理社会或行为变量之间存在关联。在这些年龄,没有发现其他类型的身体活动与精神症状之间存在关联。
本队列研究提出的综合模型评估了身体活动与青少年精神症状之间关联的潜在机制。在童年时期,运动参与与青春期的内化症状之间存在关联,而自尊则起到了中介作用;没有观察到其他显著的中介作用。进一步的研究可能会探索在某些亚组(例如,有发展精神症状风险的儿童)、不同年龄或基于结构化运动的身体活动干预中是否存在更大的效果。