Institute of Cardiovascular Research, Royal Holloway, University of London, Egham, UK.
Department of Diabetes and Endocrinology, Ashford and St Peter's NHS Foundation Trust, Chertsey, UK.
Acta Diabetol. 2019 Aug;56(8):947-954. doi: 10.1007/s00592-019-01328-3. Epub 2019 Mar 29.
Type 2 diabetes (T2D) is known to be associated with high BMI and waist circumference (WC). These measures do not discriminate well between skeletal muscle (SM) and body fat (BF), which may have opposite influences.
We conducted a secondary analysis of population-based data from 58,128 aged 18-85 yrs from Scottish Health Surveys (2003, 2008-2011) and Health Surveys for England (2003-2006, 2008-2013), excluding pregnant women and insulin-treated diabetes. Logistic regression was used to assess associations of known T2D, and of screened HbA1c > 48 mmol/mol (> 6.5%), with sex-specific quintiles of BMI, WC, and BF% and SM% estimated by validated anthropometric equations, adjusted for age, sex, smoking, ethnicity, country, and survey year.
As expected, ORs for having known T2D rose with quintiles of BMI (1, 1.5, 2.3, 3.1, and 6.5) and WC (1, 1.8, 2.5, 3.5, and 8.7). Compared to the lowest BF% quintile, OR for having T2D in highest BF% quintile was 11.1 (95% CI = 8.4-14.6). Compared to the highest SM% quintile, OR for having T2D in lowest SM% quintile was 2.0 (1.7-2.4). Of 72 adults with T2D/HbA1c > 6.5% in the lowest quintile of BF%, 27 (37.5%) were in quintile 1 of SM%. Similar patterns of OR were observed for having HbA1c > 6.5% in those without known T2D.
Estimated BF% associates strongly with T2D. Low SM% also has a significant association, suggesting a neglected aspect of aetiology within T2D. These two simple measures with biological relevance, available from data collected in most health surveys, may be more useful than the purely statistical terms BMI.
已知 2 型糖尿病(T2D)与较高的体重指数(BMI)和腰围(WC)有关。这些指标并不能很好地区分骨骼肌(SM)和体脂肪(BF),而这两者可能有相反的影响。
我们对来自苏格兰健康调查(2003 年、2008-2011 年)和英格兰健康调查(2003-2006 年、2008-2013 年)的基于人群的 58128 名年龄在 18-85 岁的成年人的数据进行了二次分析,排除了孕妇和胰岛素治疗的糖尿病患者。使用逻辑回归评估了已知的 T2D 与筛查的 HbA1c>48mmol/mol(>6.5%)与 BMI、WC 和 BF%的性别特异性五分位数的关联,这些五分位数是通过验证的人体测量方程估算的,调整了年龄、性别、吸烟、种族、国家和调查年份。
正如预期的那样,具有已知 T2D 的个体的 OR 值随着 BMI(1、1.5、2.3、3.1 和 6.5)和 WC(1、1.8、2.5、3.5 和 8.7)的五分位数升高而升高。与最低 BF%五分位数相比,最高 BF%五分位数中 T2D 的 OR 为 11.1(95%CI=8.4-14.6)。与最高 SM%五分位数相比,最低 SM%五分位数中 T2D 的 OR 为 2.0(1.7-2.4)。在 BMI 最低五分位数中患有 T2D/HbA1c>6.5%的 72 名成年人中,27 名(37.5%)处于 SM%的第一五分位数。在没有已知 T2D 的个体中,HbA1c>6.5%的 OR 观察到了类似的模式。
估计的 BF%与 T2D 密切相关。低 SM%也有显著的关联,表明 T2D 发病机制中存在一个被忽视的方面。这两个简单的、具有生物学意义的指标与大多数健康调查中收集的数据相关,可能比 BMI 等纯粹的统计学指标更有用。