Department of Psychological Sciences, University of Liverpool, Liverpool, United Kingdom.
MRC Unit for Lifelong Health and Ageing and Centre for Longitudinal Studies, University College London, London, United Kingdom.
JAMA Psychiatry. 2019 Jul 1;76(7):721-729. doi: 10.1001/jamapsychiatry.2019.0169.
Obesity and internalizing mental illness begin in childhood, have common risk factors, and are leading causes of disease burden.
To examine the comorbidity, codevelopment, and temporal precedence in body mass index (BMI) and internalizing symptoms from early childhood to midadolescence and to investigate the sex differences and socioeconomic confounding in their association.
DESIGN, SETTING, AND PARTICIPANTS: This longitudinal study used data on individuals from the Millennium Cohort Study, a nationally representative, prospective birth cohort study in the United Kingdom of more than 19 000 individuals born from September 1, 2000, to January 11, 2002, who were assessed to date at the ages of 9 months and 3, 5, 7, 11, and 14 years. Data from 17 215 participants (88.21% of full cohort sample) with socioeconomic information in early childhood and BMI or internalizing symptoms during at least 1 assessment from 3 to 14 years of age were included in the present study. Data analysis was performed from May to November 2018.
Outcomes were BMI estimated from objectively measured height and weight and internalizing symptoms assessed using parental reports. Three measures of socioeconomic position were controlled for: parent educational level, occupational status, and equivalized family income.
Among the 17 215 participants (8394 [48.8%] female), obesity and internalizing problems were not more likely to co-occur in early childhood (odds ratio [OR] at 3 years, 1.02; 95% CI, 0.69-1.50), whereas at 11 and 14 years of age, they were more likely to co-occur (OR at 11 years, 1.68; 95% CI, 1.38-2.05; OR at 14 years, 1.49; 95% CI, 1.22-1.83). Piecewise latent growth models revealed no codevelopment of BMI and internalizing symptoms from 3 to 7 years of age (r = 0.01), whereas their slopes were associated between 7 and 14 years of age (r = 0.23). Initial level and rate of change in each domain in early childhood was not associated with rate of change in the other domain at older ages. Cross-lagged models indicated no cross-domain pathways before 7 years of age, with some weak cross-domain pathways emerging between 7 and 14 years of age. Socioeconomic position attenuated some of these associations, leaving a BMI-to-internalizing symptoms pathway in later childhood and an internalizing symptoms-to-BMI pathway in early adolescence.
The findings suggest that BMI and internalizing symptoms become more associated and reciprocal as children get older and that some of their temporal associations can be attributed to socioeconomic factors. The emergence of cross-domain temporal pathways in middle childhood suggests that social, physiologic, and psychological processes begin to play an increasingly important role in these health outcomes. Prevention and early intervention efforts may benefit from targeting both health outcomes in childhood.
重要性:肥胖和内化性精神疾病始于儿童期,具有共同的风险因素,并且是疾病负担的主要原因。
目的:从儿童早期到青少年中期,研究身体质量指数(BMI)和内化症状的共病、共同发展和时间优先顺序,并调查其相关性中的性别差异和社会经济混杂因素。
设计、地点和参与者:本纵向研究使用了来自英国千年队列研究的数据,这是一项具有全国代表性的前瞻性出生队列研究,纳入了 19000 多名 2000 年 9 月 1 日至 2002 年 1 月 11 日出生的个体,截至目前,他们在 9 个月和 3、5、7、11 和 14 岁时接受了评估。本研究纳入了 17215 名参与者(全队列样本的 88.21%),他们在儿童早期具有社会经济信息,并且在 3 至 14 岁期间至少有 1 次评估时具有 BMI 或内化症状。数据分析于 2018 年 5 月至 11 月进行。
主要结果和测量:结局是根据客观测量的身高和体重估计的 BMI,以及使用父母报告评估的内化症状。控制了三种社会经济地位衡量标准:父母的教育水平、职业状况和家庭等效收入。
结果:在 17215 名参与者(8394[48.8%]名女性)中,肥胖症和内化问题在儿童早期不太可能同时发生(3 岁时的优势比[OR],1.02;95%CI,0.69-1.50),而在 11 和 14 岁时,它们更有可能同时发生(11 岁时的 OR,1.68;95%CI,1.38-2.05;14 岁时的 OR,1.49;95%CI,1.22-1.83)。分段潜在增长模型显示,从 3 岁到 7 岁,BMI 和内化症状没有共同发展(r=0.01),而在 7 岁到 14 岁之间,它们的斜率相关(r=0.23)。早期阶段每个领域的初始水平和变化率与较晚年龄时另一个领域的变化率无关。交叉滞后模型表明,在 7 岁之前没有跨领域的途径,在 7 岁到 14 岁之间出现了一些较弱的跨领域途径。社会经济地位减弱了其中一些关联,在儿童后期留下了 BMI 到内化症状的途径,在青少年早期留下了内化症状到 BMI 的途径。
结论和相关性:研究结果表明,随着儿童年龄的增长,BMI 和内化症状的相关性和相互影响程度越来越大,并且它们的一些时间关联可以归因于社会经济因素。在儿童中期出现跨领域的时间途径表明,社会、生理和心理过程开始在这些健康结果中发挥越来越重要的作用。预防和早期干预措施可能受益于在儿童期同时针对这两种健康结果。