Kowall Bernd, Stang Andreas, Erbel Raimund, Moebus Susanne, Petersmann Astrid, Steveling Antje, Jöckel Karl-Heinz, Völzke Henry
Center of Clinical Epidemiology, Institute for Medical Informatics, Biometry and Epidemiology, Medical Faculty, University Duisburg-Essen, Essen, Germany.
School of Public Health, Department of Epidemiology, Boston University, Boston, MA 02118, USA.
Diabetes Metab Syndr Obes. 2020 Jun 16;13:1989-2000. doi: 10.2147/DMSO.S242553. eCollection 2020.
AIMS/HYPOTHESIS: There is controversy on whether an obesity paradox exists in type 2 diabetes, ie, that mortality is lowest in overweight or obesity. We examined the role of potential biases in the obesity paradox.
From two regional population-based German cohort studies - the Heinz Nixdorf Recall Study and the Study of Health in Pomerania (baseline examinations 2000-2003/1997-2001) - 1187 persons with diabetes at baseline were included (mean age 62.6 years, 60.9% males). Diabetes was ascertained by self-report of physician's diagnosis, antidiabetic medication, fasting/random glucose or haemoglobin A1c. Mortality data were assessed for up to 17.7 years. We used restricted cubic splines and Cox regression models to assess associations between body mass index (BMI) and mortality. Sensitivity analyses addressed, inter alia, exclusion of early death cases, of persons with cancer, kidney disease or with history of cardiovascular diseases, and of ever smokers. Furthermore, we examined the role of treatment bias and collider bias for the obesity paradox.
In spline models, mortality risk was lowest for BMI at about 31 kg/m. Sensitivity analyses carried out one after another had hardly any impact on this result. In our cohort, persons with diabetes and BMI ≥30 kg/m did not have better treatment than non-obese patients, and we found that collider bias played only a minor role in the obesity paradox.
In a cohort of 1187 persons with diabetes, mortality risk was lowest in persons with moderate obesity. We cannot explain this result by a variety of sensitivity analyses.
目的/假设:2型糖尿病中是否存在肥胖悖论(即超重或肥胖者死亡率最低)存在争议。我们研究了潜在偏倚在肥胖悖论中的作用。
从两项基于德国地区人群的队列研究——海因茨·尼克斯多夫召回研究和波美拉尼亚健康研究(2000 - 2003年/1997 - 2001年基线检查)中,纳入了1187名基线时患有糖尿病的患者(平均年龄62.6岁,男性占60.9%)。糖尿病通过医生诊断的自我报告、抗糖尿病药物、空腹/随机血糖或糖化血红蛋白来确定。评估了长达17.7年的死亡率数据。我们使用受限立方样条和Cox回归模型来评估体重指数(BMI)与死亡率之间的关联。敏感性分析尤其考虑了排除早期死亡病例、患有癌症、肾病或有心血管疾病史的人以及曾经吸烟者。此外,我们研究了治疗偏倚和对撞机偏倚在肥胖悖论中的作用。
在样条模型中,BMI约为31 kg/m²时死亡风险最低。依次进行的敏感性分析对该结果几乎没有影响。在我们的队列中,糖尿病且BMI≥30 kg/m²的患者并没有比非肥胖患者得到更好的治疗,并且我们发现对撞机偏倚在肥胖悖论中只起了很小的作用。
在一个由1187名糖尿病患者组成的队列中,中度肥胖者的死亡风险最低。我们无法通过各种敏感性分析来解释这一结果。