Children's Nutrition Research Center USDA/ARS, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA.
J Am Coll Nutr. 2011 Dec;30(6):536-46. doi: 10.1080/07315724.2011.10720000.
This study sought to determine which components of youths' diets were related to adiposity while controlling for potential often-neglected confounders such as moderate to vigorous physical activity (MVPA) and dietary reporting error. Secondary goals of this study were to determine the extent to which MVPA confounded the associations between diet and adiposity and whether associations between diet and adiposity would differ depending on reporting error.
An ethnically diverse urban sample of 342 children aged 9-10 years and 323 adolescents aged 17-18 years were recruited for this cross-sectional study. Body mass index (BMI) and waist circumference (WC) were measured in the school; dietary assessment included three 24-hour recalls via telephone in the evenings, and MVPA assessment included 5 days of accelerometry. Over (n = 68), under (n = 250), or plausible (n = 347) dietary intake reporters were identified with the Huang calculation method. Linear regression assessed the relationship between adiposity indicators (BMI z-score and WC) and components of the diet (energy intake, food groups, macronutrients) after controlling for reporting error, demographic variables, and MVPA.
When dietary reporting error and potential confounders such as MVPA and demographic variables were controlled, energy intake (EI), vegetables, refined grains, total fat, total protein, and total carbohydrate were positively related to BMI z-score and WC and artificially sweetened beverages to WC. MVPA was a significant confounder. For BMI z-score, but not WC, relationships and strength of these relationships differed depending on dietary reporting error group (plausible, underreporter, overreporter).
Among plausible reporters, as expected, EI, refined grains, and all macronutrients were positively related to adiposity; however, artificially sweetened beverages and vegetables, which are low-energy-dense foods, were also positively related to adiposity. Reporting error interfered with associations between diet and BMI z-score but not WC, suggesting WC is a more robust measure of adiposity in relation to diet.
本研究旨在确定青少年饮食的哪些成分与肥胖有关,同时控制潜在的经常被忽视的混杂因素,如中等到剧烈的体力活动(MVPA)和饮食报告误差。本研究的次要目标是确定 MVPA 在多大程度上混淆了饮食与肥胖之间的关联,以及饮食与肥胖之间的关联是否会因报告误差而有所不同。
本横断面研究招募了 342 名 9-10 岁的儿童和 323 名 17-18 岁的青少年,他们来自一个种族多样化的城市样本。在校内测量体重指数(BMI)和腰围(WC);饮食评估包括三次晚上通过电话进行的 24 小时回忆,MVPA 评估包括 5 天的加速度计测量。根据 Huang 计算方法,确定了过度(n = 68)、不足(n = 250)或合理(n = 347)饮食报告者。在校正报告误差、人口统计学变量和 MVPA 后,线性回归评估了肥胖指标(BMI z 分数和 WC)与饮食成分(能量摄入、食物组、宏量营养素)之间的关系。
当控制饮食报告误差和潜在混杂因素,如 MVPA 和人口统计学变量时,能量摄入(EI)、蔬菜、精制谷物、总脂肪、总蛋白质和总碳水化合物与 BMI z 分数和 WC 呈正相关,人工甜味饮料与 WC 呈正相关。MVPA 是一个重要的混杂因素。对于 BMI z 分数,但不是 WC,这些关系的强度和关系因饮食报告误差组(合理、不足、过度)而异。
在合理的报告者中,与预期的一样,EI、精制谷物和所有宏量营养素与肥胖呈正相关;然而,低能量密度的食物,如人工甜味饮料和蔬菜,也与肥胖呈正相关。报告误差干扰了饮食与 BMI z 分数之间的关联,但不干扰与 WC 的关联,这表明 WC 是与饮食相关的肥胖更可靠的衡量标准。