Christine Paul J, Auchincloss Amy H, Bertoni Alain G, Carnethon Mercedes R, Sánchez Brisa N, Moore Kari, Adar Sara D, Horwich Tamara B, Watson Karol E, Diez Roux Ana V
Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor.
Department of Epidemiology and Biostatistics, Drexel University School of Public Health, Philadelphia, Pennsylvania.
JAMA Intern Med. 2015 Aug;175(8):1311-20. doi: 10.1001/jamainternmed.2015.2691.
Neighborhood environments may influence the risk for developing type 2 diabetes mellitus (T2DM), but, to our knowledge, no longitudinal study has evaluated specific neighborhood exposures.
To determine whether long-term exposures to neighborhood physical and social environments, including the availability of healthy food and physical activity resources and levels of social cohesion and safety, are associated with incident T2DM during a 10-year period.
DESIGN, SETTING, AND PARTICIPANTS: We used data from the Multi-Ethnic Study of Atherosclerosis, a population-based cohort study of adults aged 45 to 84 years at baseline (July 17, 2000, through August 29, 2002). A total of 5124 participants free of T2DM at baseline underwent 5 clinical follow-up examinations from July 17, 2000, through February 4, 2012. Time-varying measurements of neighborhood healthy food and physical activity resources and social environments were linked to individual participant addresses. Neighborhood environments were measured using geographic information system (GIS)- and survey-based methods and combined into a summary score. We estimated hazard ratios (HRs) of incident T2DM associated with cumulative exposure to neighborhood resources using Cox proportional hazards regression models adjusted for age, sex, income, educational level, race/ethnicity, alcohol use, and cigarette smoking. Data were analyzed from December 15, 2013, through September 22, 2014.
Incident T2DM defined as a fasting glucose level of at least 126 mg/dL or use of insulin or oral antihyperglycemics.
During a median follow-up of 8.9 years (37,394 person-years), 616 of 5124 participants (12.0%) developed T2DM (crude incidence rate, 16.47 [95% CI, 15.22-17.83] per 1000 person-years). In adjusted models, a lower risk for developing T2DM was associated with greater cumulative exposure to indicators of neighborhood healthy food (12%; HR per interquartile range [IQR] increase in summary score, 0.88 [95% CI, 0.79-0.98]) and physical activity resources (21%; HR per IQR increase in summary score, 0.79 [95% CI, 0.71-0.88]), with associations driven primarily by the survey exposure measures. Neighborhood social environment was not associated with incident T2DM (HR per IQR increase in summary score, 0.96 [95% CI, 0.88-1.07]).
Long-term exposure to residential environments with greater resources to support physical activity and, to a lesser extent, healthy diets was associated with a lower incidence of T2DM, although results varied by measurement method. Modifying neighborhood environments may represent a complementary, population-based approach to prevention of T2DM, although further intervention studies are needed.
社区环境可能会影响2型糖尿病(T2DM)的发病风险,但据我们所知,尚无纵向研究评估过特定的社区暴露因素。
确定长期暴露于社区的物理和社会环境,包括健康食品和体育活动资源的可及性以及社会凝聚力和安全水平,是否与10年期内新发T2DM相关。
设计、地点和参与者:我们使用了动脉粥样硬化多族裔研究的数据,这是一项基于人群的队列研究,基线时(2000年7月17日至2002年8月29日)纳入了45至84岁的成年人。共有5124名基线时无T2DM的参与者在2000年7月17日至2012年2月4日期间接受了5次临床随访检查。社区健康食品和体育活动资源以及社会环境的随时间变化测量值与个体参与者的住址相关联。使用基于地理信息系统(GIS)和调查的方法测量社区环境,并将其合并为一个综合评分。我们使用Cox比例风险回归模型,在调整了年龄、性别、收入、教育水平、种族/族裔、饮酒和吸烟因素后,估计了与社区资源累积暴露相关的新发T2DM的风险比(HR)。数据于2013年12月15日至2014年9月22日进行分析。
新发T2DM定义为空腹血糖水平至少为126mg/dL或使用胰岛素或口服降糖药。
在中位随访8.9年(37394人年)期间,5124名参与者中有616名(12.0%)发生了T2DM(粗发病率为每1000人年16.47[95%CI,15.22 - 17.83])。在调整模型中,社区健康食品指标累积暴露量越大,发生T2DM的风险越低(降低12%;综合评分每增加一个四分位数间距[IQR],HR为0.88[95%CI,0.79 - 0.98]),体育活动资源累积暴露量越大,发生T2DM的风险越低(降低21%;综合评分每增加一个IQR,HR为0.79[95%CI,0.71 - 0.88]),这些关联主要由调查暴露测量值驱动。社区社会环境与新发T2DM无关(综合评分每增加一个IQR,HR为0.96[95%CI,0.88 - 1.07])。
长期暴露于有更多资源支持体育活动以及在较小程度上支持健康饮食的居住环境与较低的T2DM发病率相关,尽管结果因测量方法而异。改变社区环境可能是一种基于人群的预防TOD的补充方法,不过还需要进一步的干预研究。