Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
J Clin Endocrinol Metab. 2021 Jun 16;106(7):e2775-e2788. doi: 10.1210/clinem/dgab049.
The body mass index (BMI) and waist circumference (WC) as diagnostic tools of obesity do not reflect the same level of fat mass and whether obesity leads to various effects on cardiometabolic risk factors among different racial/ethnic population is unknown.
The study aims to address the multicollinearity between BMI and WC by using the residual model approach and to assess and compare the effects of obesity metrics on cardiometabolic risk factors among different races/ethnicities.
DESIGN, SETTING, AND PARTICIPANTS: Data from a nationally representative sample of mainland Chinese adults collected in 2010 and data from the National Health and Nutrition Evaluation Survey 2005-2016 were used. By conducting a regression analysis between WC and BMI, the variation of BMI was removed from WC measures and residual of WC was obtained. The associations between obesity metrics and cardiometabolic risk factors were compared among different races/ethnicities by sex.
The residual WC was significantly associated with all the cardiometabolic risk factors in mainland Chinese, and most of the factors in non-Hispanic white and non-Hispanic black adults, but not in the other races/ethnicities. The standardized regression coefficients of the associations between obesity metrics and cardiometabolic factors showed that the obesity metrics had greater impact on systolic blood pressure, diastolic blood pressure, and triglyceride in Chinese adults than those of other racial/ethnic groups.
Chinese adults are more susceptible to the effects of overall obesity and fat distribution on cardiometabolic risk factors than the other racial/ethnic population.
身体质量指数(BMI)和腰围(WC)作为肥胖的诊断工具,不能反映体脂的相同水平,肥胖是否会导致不同种族/民族人群的心血管代谢危险因素产生各种影响尚不清楚。
本研究旨在通过残差模型方法解决 BMI 和 WC 之间的多重共线性问题,并评估和比较肥胖指标对不同种族/民族人群心血管代谢危险因素的影响。
设计、地点和参与者:使用 2010 年中国大陆成年人的全国代表性样本数据和 2005-2016 年全国健康与营养调查的数据。通过对 WC 和 BMI 进行回归分析,从 WC 测量中去除 BMI 的变化,得到 WC 的残差。按性别比较不同种族/民族之间肥胖指标与心血管代谢危险因素的相关性。
残差 WC 与中国大陆所有心血管代谢危险因素显著相关,与非西班牙裔白人和非西班牙裔黑人群体的大多数因素显著相关,但与其他种族/民族无关。肥胖指标与心血管代谢因素之间的关联的标准化回归系数表明,肥胖指标对中国成年人的收缩压、舒张压和甘油三酯的影响大于其他种族/民族群体。
与其他种族/民族群体相比,中国成年人更容易受到整体肥胖和脂肪分布对心血管代谢危险因素的影响。