A Simple Scoring Model for Mid-term Remission of Type 2 Diabetes Mellitus After Sleeve Gastrectomy in Chinese Patients.

IF 3.4 3区 医学 Q1 SURGERY
Obesity Surgery Pub Date : 2026-10-01 Epub Date: 2026-09-12 DOI:10.1007/s11695-026-08925-6
Shun Lu, Mengcheng He, Qiyuan Yao, Rong Hua, Bo Xu, Qiwei Shen, Xiaojian Fu, Chongwen Zhan, Jie Gu, Yikai Shao
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引用次数: 0

Abstract

Background: Metabolic bariatric surgery is the most effective treatment for obesity and related type 2 diabetes mellitus (T2DM), but T2DM remission post-surgery is heterogeneous. Existing prediction models were developed largely in Western populations, often for gastric bypass and short-term outcomes, limiting applicability to Chinese patients undergoing laparoscopic sleeve gastrectomy (LSG). We aimed to develop a preoperative model for predicting mid-term T2DM remission after LSG.

Methods: We performed a retrospective cohort study of Chinese patients with obesity and T2DM who underwent primary LSG between 2017 and 2023. Mid-term remission was assessed over 2-7 years of follow-up. Candidate preoperative variables were screened by univariate analysis and LASSO regression, followed by multivariable logistic regression and 2,000-bootstrap internal validation. The final model was simplified into a scoring system.

Results: Among 221 patients included (median baseline HbA1c 7.20%), 81.4% achieved T2DM remission at a mean follow-up of 3.60 ± 1.49 years, with median HbA1c decreasing to 5.60%. The final model retained three predictors: number of hypoglycemic agents, insulin use, and 2-hour plasma C-peptide, and showed strong discrimination (AUC 0.876). Bootstrap validation confirmed robust performance (mean AUC 0.878, 95% CI 0.809-0.935). The simplified score (2-hour plasma C-peptide-5 × number of hypoglycemic agents - insulin use score [11/0]) showed the same AUC, and higher scores indicated greater remission probability.

Conclusions: We developed and internally validated a preoperative model for predicting mid-term T2DM remission after LSG in Chinese patients with obesity and T2DM. The model was translated into a simple scoring system that may support individualized management and decision-making.

中国2型糖尿病套筒胃切除术后中期缓解的简单评分模型。
背景:代谢减肥手术是治疗肥胖及相关2型糖尿病(T2DM)最有效的方法,但T2DM术后缓解存在异质性。现有的预测模型主要是在西方人群中开发的,通常用于胃分流术和短期预后,限制了对中国腹腔镜袖式胃切除术(LSG)患者的适用性。我们的目的是建立一个预测LSG术后中期T2DM缓解的术前模型。方法:我们对2017年至2023年间接受原发性LSG治疗的中国肥胖和T2DM患者进行了回顾性队列研究。随访2-7年评估中期缓解。通过单变量分析和LASSO回归筛选候选术前变量,然后进行多变量logistic回归和2000 -bootstrap内部验证。最后将模型简化为评分系统。结果:纳入的221例患者(基线HbA1c中位数为7.20%)中,81.4%的患者在平均随访3.60±1.49年期间实现T2DM缓解,HbA1c中位数降至5.60%。最终的模型保留了三个预测因子:降糖药的数量、胰岛素的使用和2小时血浆c肽,并显示出很强的辨别能力(AUC 0.876)。Bootstrap验证证实了稳健的性能(平均AUC 0.878, 95% CI 0.809-0.935)。简化评分(2小时血浆c肽-5 ×降糖药数量-胰岛素使用评分[11/0])显示相同的AUC,得分越高表明缓解的可能性越大。结论:我们开发并内部验证了一个预测中国肥胖和T2DM患者LSG后中期T2DM缓解的术前模型。该模型被转化为一个简单的评分系统,可以支持个性化的管理和决策。
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来源期刊
Obesity Surgery
Obesity Surgery 医学-外科
CiteScore
5.80
自引率
24.10%
发文量
567
审稿时长
3-6 weeks
期刊介绍: Obesity Surgery is the official journal of the International Federation for the Surgery of Obesity and metabolic disorders (IFSO). A journal for bariatric/metabolic surgeons, Obesity Surgery provides an international, interdisciplinary forum for communicating the latest research, surgical and laparoscopic techniques, for treatment of massive obesity and metabolic disorders. Topics covered include original research, clinical reports, current status, guidelines, historical notes, invited commentaries, letters to the editor, medicolegal issues, meeting abstracts, modern surgery/technical innovations, new concepts, reviews, scholarly presentations and opinions. Obesity Surgery benefits surgeons performing obesity/metabolic surgery, general surgeons and surgical residents, endoscopists, anesthetists, support staff, nurses, dietitians, psychiatrists, psychologists, plastic surgeons, internists including endocrinologists and diabetologists, nutritional scientists, and those dealing with eating disorders.
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