Badrick Ellena, Sperrin Matthew, Buchan Iain E, Renehan Andrew G
Farr Institute for Health Informatics Research Division of Informatics, Imaging and Data Science, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK; Division of Molecular and Clinical Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.
Farr Institute for Health Informatics Research Division of Informatics, Imaging and Data Science, School of Biological Sciences, Faculty of Biology , Medicine and Health, University of Manchester , Manchester , UK.
BMJ Open Diabetes Res Care. 2017 Mar 10;5(1):e000369. doi: 10.1136/bmjdrc-2016-000369. eCollection 2017.
Among adults with type 2 diabetes (T2D), several (but not all) studies show that being overweight (body mass index (BMI): 25.0-29.9 kg/m) or obese I (BMI: 30.0-34.9 kg/m) near the time of diagnosis, is unexpectedly associated with reduced all-cause mortality compared with normal weight-the obesity paradox. We addressed whether this observation is causal (eg, a true protective effect); due to confounding (including effect modification); or due to selection ('collider') bias.
We performed a matched population-level cohort study using primary care records from Salford, UK (1995-2012) in 10 464 patients with incident T2D paired (1:3) with 31 020 individuals who never developed T2D. We estimated HRs for associations of BMI with all-cause mortality using Cox models, stratified by smoking status.
Median follow-up was 8.7 years. For never smokers, the hazard of all-cause mortality increased from 25 kg/m, in a linear manner, with increasing BMI in the T2D cohort (HR per 5 kg/m: 1.23, p<0.001) and in the non-diabetes cohort (HR per 5 kg/m: 1.34, p<0.001). In contrast, among ever smokers, BMI-mortality relationships were U-shaped in the T2D and non-diabetes cohorts. Evidence of the obesity paradox in ever smokers, with and without T2D, argued against a selection bias, but supported a contribution of effect modification by smoking (p=0.009). Results were stable to various sensitivity analyses.
In this cohort, the obesity paradox is mainly explained by smoking as an effect modifier. These findings indicate that the obesity paradox does not challenge standard weight management recommendations among T2D patients.
在2型糖尿病(T2D)成人患者中,一些(但并非全部)研究表明,在诊断时超重(体重指数(BMI):25.0 - 29.9 kg/m²)或肥胖I级(BMI:30.0 - 34.9 kg/m²),与正常体重相比,全因死亡率意外降低,即肥胖悖论。我们探讨了这一观察结果是因果关系(例如,真正的保护作用);是由于混杂因素(包括效应修饰);还是由于选择(“对撞机”)偏倚。
我们使用英国索尔福德(1995 - 2012年)的初级保健记录进行了一项匹配的人群队列研究,纳入10464例新发T2D患者,并按1:3比例与31020例从未患T2D的个体配对。我们使用Cox模型估计BMI与全因死亡率之间关联的风险比(HR),并按吸烟状况分层。
中位随访时间为8.7年。对于从不吸烟者,在T2D队列(每5 kg/m²的HR:1.23,p<0.001)和非糖尿病队列(每5 kg/m²的HR:1.34,p<0.001)中,全因死亡风险从25 kg/m²开始,随着BMI升高呈线性增加。相比之下,在曾经吸烟者中,T2D和非糖尿病队列的BMI - 死亡率关系呈U形。无论有无T2D,曾经吸烟者中肥胖悖论的证据反对选择偏倚,但支持吸烟进行效应修饰的作用(p = 0.009)。各种敏感性分析结果均稳定。
在该队列中,肥胖悖论主要由吸烟作为效应修饰因素来解释。这些发现表明,肥胖悖论并不挑战T2D患者的标准体重管理建议。