Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, United States.
Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, United States.
Prev Med. 2018 Jan;106:122-129. doi: 10.1016/j.ypmed.2017.10.029. Epub 2017 Oct 26.
This study examined the association between the price of healthier food relative to unhealthy food and type 2 diabetes prevalence, incidence and insulin resistance (IR). Data came from the Multi-Ethnic Study of Atherosclerosis exam 5 administered 2010-2012 (exam 4, five years prior, was used only for diabetes incidence) and supermarket food/beverage prices derived from Information Resources Inc. For each individual, average price of a selection of healthier foods, unhealthy foods and their ratio was computed for supermarkets within 3miles of the person's residential address. Diabetes status was confirmed at each exam and IR was assessed via the homeostasis model assessment index. Multivariable-adjusted logistic, modified Poisson and linear regression models were used to model diabetes prevalence, incidence and IR, respectively as a function of price and covariates; 2353 to 3408 participants were included in analyses (depending on the outcome). A higher ratio of healthy-to-unhealthy neighborhood food price was associated with greater IR (4.8% higher HOMA-IR score for each standard deviation higher price ratio [95% CI -0.2% to 10.1%]) after adjusting for region, age, gender, race/ethnicity, family history of diabetes, income/wealth index, education, smoking status, physical activity, and neighborhood socioeconomic status. No association with diabetes incidence (relative risk=1.11, 95% CI 0.85 to 1.44) or prevalence (odds ratio=0.95, 95% CI 0.81 to 1.11) was observed. Higher neighborhood prices of healthier food relative to unhealthy food were positively associated with IR, but not with either diabetes outcome. This study provides new insight into the relationship between food prices with IR and diabetes.
本研究旨在探讨相对不健康食品而言更健康食品的价格与 2 型糖尿病患病率、发病率和胰岛素抵抗(IR)之间的关联。数据来自于动脉粥样硬化多民族研究(MESA)的第五次检查(2010-2012 年),以及信息资源公司(Information Resources Inc.)得出的超市食品/饮料价格。对于每个人,根据其居住地址 3 英里范围内的超市,计算出一组更健康食品、不健康食品及其比例的平均价格。在每次检查中都确认了糖尿病的状态,并通过稳态模型评估指数(HOMA-IR)评估了 IR。使用多变量调整的逻辑回归、修正泊松回归和线性回归模型,分别将糖尿病患病率、发病率和 IR 作为价格和协变量的函数进行建模;根据不同的结果,分析中纳入了 2353 至 3408 名参与者。调整地区、年龄、性别、种族/民族、糖尿病家族史、收入/财富指数、教育、吸烟状况、身体活动和社区社会经济状况后,发现更健康的食品和不健康食品的价格比值较高与 IR 呈正相关(价格比值每标准偏差增加 1%,HOMA-IR 评分增加 4.8%[95%CI-0.2%至 10.1%])。与糖尿病发病率(相对风险=1.11,95%CI 0.85 至 1.44)或患病率(比值比=0.95,95%CI 0.81 至 1.11)均无关联。与不健康食品相比,更健康食品的社区价格较高与 IR 呈正相关,但与糖尿病的两个结果均无关。本研究为食品价格与 IR 和糖尿病之间的关系提供了新的见解。