Nutritional Sciences Program, University of Washington, Seattle, WA, 98195-3410, USA.
Department of Epidemiology, Columbia University, New York, NY, 10032-2697, USA.
Nutr J. 2017 Aug 22;16(1):48. doi: 10.1186/s12937-017-0269-y.
Consumption of sugar-sweetened beverages, such as soda, have been shown to play an important role in weight gain. Although soda consumption has been associated with body mass index (BMI) in many studies, it has been difficult to ascertain a true causal relationship between soda consumption and BMI for two reasons. First, findings have been based largely on observational and cross-sectional studies, with much less evidence from randomized controlled trials. Second, the reported relationships may be confounded by genetic and shared environmental factors that affect both soda consumption and BMI. In the present study, we used the twin design to better understand the relationship between soda consumption and BMI by accounting for measured and unmeasured confounds in non-experimental data. Associations from genetically informed tests in twins are considered "quasi-causal," suggesting that our confidence in the causal underpinning of the association between soda consumption and BMI has been strengthened. We hypothesized that the association between soda consumption and BMI would be significant both between and within twins.
This was a cross sectional study of 5787 same sex adult twin pairs (18-97 years, 66% female) from the community based Washington State Twin Registry. Structural equation modeling (SEM) was employed to investigate associations between soda consumption and BMI in the population (the phenotypic association between exposure and outcome among all twins treated as individuals) and within pairs of identical and fraternal twins (the quasi-causal association controlling for between pair genetic and environmental confounds).
Among all twins, there was a significant phenotypic association between soda consumption and BMI that held when controlling for age, sex, race, annual household income, and education level (P < 0.05). In the quasi-causal model, however, the effect of soda consumption on BMI was greatly reduced and no longer significant, with a large genetic confound in both men and women (P < 0.05).
Among a large group of adult twin pairs, increased soda consumption was associated with increased BMI; however, the observed association was mediated by a genetic background common to both.
含糖饮料(如苏打水)的消费已被证明在体重增加中起着重要作用。尽管在许多研究中,苏打水的消费与体重指数(BMI)有关,但由于两个原因,很难确定苏打水消费与 BMI 之间的真正因果关系。首先,这些发现主要基于观察性和横断面研究,而随机对照试验的证据要少得多。其次,报告的关系可能受到遗传和共同环境因素的混淆,这些因素会同时影响苏打水的消费和 BMI。在本研究中,我们使用双胞胎设计,通过在非实验数据中考虑测量和未测量的混杂因素,更好地理解苏打水消费与 BMI 之间的关系。从双胞胎的遗传信息测试中获得的关联被认为是“准因果关系”,这表明我们对苏打水消费与 BMI 之间关联的因果基础的信心得到了增强。我们假设,在双胞胎之间和双胞胎内部,苏打水消费与 BMI 之间的关联都是显著的。
这是一项横断面研究,涉及来自社区为基础的华盛顿州双胞胎登记处的 5787 对同性别成年双胞胎(18-97 岁,66%为女性)。结构方程模型(SEM)用于研究人群中苏打水消费与 BMI 之间的关联(所有双胞胎作为个体之间暴露与结局之间的表型关联)以及同卵和异卵双胞胎之间的关联(控制双胞胎间遗传和环境混杂因素的准因果关联)。
在所有双胞胎中,苏打水消费与 BMI 之间存在显著的表型关联,在控制年龄、性别、种族、年收入和教育程度后仍具有统计学意义(P<0.05)。然而,在准因果模型中,苏打水消费对 BMI 的影响大大降低,且不再具有统计学意义,男女双方均存在较大的遗传混杂因素(P<0.05)。
在一大组成年双胞胎中,苏打水摄入量的增加与 BMI 的增加有关;然而,观察到的关联是由共同的遗传背景介导的。