Schauer Daniel P, Arterburn David E, Livingston Edward H, Coleman Karen J, Sidney Steve, Fisher David, OʼConnor Patrick, Fischer David, Eckman Mark H
*Division of General Internal Medicine and Center for Clinical Effectiveness, University of Cincinnati, Cincinnati, OH †Group Health Center for Health Studies, Seattle, WA ‡Department of Gastrointestinal and Endocrine Surgery, University of Texas Southwestern, School of Medicine, Dallas, TX §Kaiser Permanente Southern California, Pasadena, CA ¶Kaiser Permanente Northern California, Oakland, CA ‖Health Partners Institute for Education and Research, Minneapolis, MN **Division of General Surgery, University of Cincinnati Medical Center, Cincinnati, OH.
Ann Surg. 2015 May;261(5):914-9. doi: 10.1097/SLA.0000000000000907.
To create a decision analytic model to estimate the balance between treatment risks and benefits for severely obese patients with diabetes.
Bariatric surgery leads to many desirable metabolic changes, but long-term impact of bariatric surgery on life expectancy in patients with diabetes has not yet been quantified.
We developed a Markov state transition model with multiple Cox proportional hazards models and logistic regression models as inputs to compare bariatric surgery versus no surgical treatment for severely obese diabetic patients. The model is informed by data from 3 large cohorts: (1) 159,000 severely obese diabetic patients (4185 had bariatric surgery) from 3 HMO Research Network sites; (2) 23,000 subjects from the Nationwide Inpatient Sample; and (3) 18,000 subjects from the National Health Interview Survey linked to the National Death Index.
In our main analyses, we found that a 45-year-old woman with diabetes and a body mass index (BMI) of 45 kg/m gained an additional 6.7 years of life expectancy with bariatric surgery (38.4 years with surgery vs 31.7 years without surgery). Sensitivity analyses revealed that the gain in life expectancy decreased with increasing BMI, until a BMI of 62 kg/m is reached, at which point nonsurgical treatment was associated with greater life expectancy. Similar results were seen for both men and women in all age groups.
For most severely obese patients with diabetes, bariatric surgery seems to improve life expectancy; however, surgery may reduce life expectancy for the super obese with BMIs over 62 kg/m.
创建一个决策分析模型,以评估重度肥胖糖尿病患者治疗风险与获益之间的平衡。
减肥手术可带来许多理想的代谢变化,但减肥手术对糖尿病患者预期寿命的长期影响尚未得到量化。
我们开发了一个马尔可夫状态转换模型,以多个Cox比例风险模型和逻辑回归模型作为输入,比较减肥手术与非手术治疗对重度肥胖糖尿病患者的效果。该模型依据来自3个大型队列的数据构建:(1)来自3个健康维护组织(HMO)研究网络站点的159,000名重度肥胖糖尿病患者(4185例接受了减肥手术);(2)来自全国住院患者样本的23,000名受试者;(3)来自与国家死亡指数相关联的国家健康访谈调查的18,000名受试者。
在我们的主要分析中,我们发现一名45岁、体重指数(BMI)为45 kg/m²的糖尿病女性,接受减肥手术后预期寿命增加了6.7年(手术组为38.4年,非手术组为31.7年)。敏感性分析显示,随着BMI的增加,预期寿命的增加幅度减小,直到BMI达到62 kg/m²,此时非手术治疗的预期寿命更长。在所有年龄组的男性和女性中均观察到类似结果。
对于大多数重度肥胖糖尿病患者,减肥手术似乎可提高预期寿命;然而,对于BMI超过62 kg/m²的超级肥胖患者,手术可能会降低预期寿命。