Clinical Research Unit, Khoo Teck Puat Hospital, Singapore, Singapore.
Department of General Surgery, Khoo Teck Puat Hospital, Singapore, Singapore.
Obes Surg. 2020 Sep;30(9):3387-3393. doi: 10.1007/s11695-020-04576-3.
The utility of available scoring systems for type 2 diabetes (T2D) remission prediction after metabolic surgery has not been defined in a multi-ethnic Asian population like Singapore. We sought to assess the predictive performance of the Asia-developed ABCD scoring system for T2D remission after metabolic surgery, and develop a new algorithm to improve prediction.
We conducted a retrospective analysis of adults with T2D who underwent either Roux-en-Y gastric bypass or sleeve gastrectomy between 2007 and 2018, and followed for 1 year postoperatively (n = 114, mean age 46 ± 9 years, 48.2% men, body mass index 40.1 ± 6.6 kg/m). The primary outcome was complete T2D remission defined as HbA1c < 6% without the use of anti-diabetic medication at 1 year after surgery.
Complete T2D remission was observed in 47.4% of subjects at 1 year post-surgery. Stepwise logistic regression identified preoperative age, T2D duration, HbA1c, and β-cell function (estimated by the homeostasis model) as predictors of complete T2D remission. Based on these four variables, we constructed a new 10-point scoring system named Metabolic surgery Diabetes Remission (MDR) score. Compared with ABCD, MDR produced fewer misclassifications at the mid-high scores, achieving a predictive accuracy of 71-100% at 6 points and above. In addition, MDR achieved a higher area under the receiver operating characteristic curve than ABCD for the primary outcome (0.79 versus 0.67, P = 0.007).
MDR may serve as a useful clinical scoring system for predicting short-term T2D remission after metabolic surgery in Singapore's multi-ethnic Asian cohort.
代谢手术后 2 型糖尿病(T2D)缓解的预测评分系统在新加坡这样的多民族亚洲人群中尚未得到明确。我们旨在评估亚洲开发的 ABCD 评分系统在代谢手术后 T2D 缓解中的预测性能,并开发一种新算法以提高预测准确性。
我们对 2007 年至 2018 年间接受胃旁路手术或袖状胃切除术的 T2D 成年患者进行了回顾性分析,并在术后 1 年进行了随访(n=114,平均年龄 46±9 岁,48.2%为男性,BMI 为 40.1±6.6kg/m2)。主要结局是术后 1 年 HbA1c<6%且无需使用抗糖尿病药物的完全 T2D 缓解。
术后 1 年,47.4%的患者达到完全 T2D 缓解。逐步逻辑回归确定术前年龄、T2D 持续时间、HbA1c 和β细胞功能(由稳态模型估计)是完全 T2D 缓解的预测指标。基于这四个变量,我们构建了一个新的 10 分评分系统,命名为代谢手术糖尿病缓解(MDR)评分。与 ABCD 相比,MDR 在中高分段的分类错误更少,在 6 分及以上时预测准确率达到 71-100%。此外,MDR 对主要结局的接受者操作特征曲线下面积(AUC)高于 ABCD(0.79 对 0.67,P=0.007)。
MDR 可能是新加坡多民族亚洲人群代谢手术后短期 T2D 缓解的有用临床评分系统。