Klein S, Gastaldelli A, Yki-Jarvinen H, et al. Why does obesity cause diabetes? Cell Metab. 2022;34(1):11–20.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Sandoval DA, Patti ME. Glucose metabolism after bariatric surgery: implications for T2DM remission and hypoglycaemia. Nat Rev Endocrinol. 2023;19(3):164–76.

Article  PubMed  Google Scholar 

Kirwan JP, Courcoulas AP, Cummings DE, et al. Diabetes remission in the alliance of randomized trials of medicine versus metabolic surgery in type 2 diabetes (ARMMS-T2D). Diabetes Care. 2022;45(7):1574–83.

Article  PubMed  PubMed Central  Google Scholar 

Lee WJ, Hur KY, Lakadawala M, et al. Predicting success of metabolic surgery: age, body mass index, C-peptide, and duration score. Surg Obes Relat Dis. 2013;9(3):379–84.

Article  PubMed  Google Scholar 

Aron-Wisnewsky J, Sokolovska N, Liu Y, et al. The advanced-DiaRem score improves prediction of diabetes remission 1 year post-Roux-en-Y gastric bypass. Diabetologia. 2017;60(10):1892–902.

Article  PubMed  Google Scholar 

Pucci A, Tymoszuk U, Cheung WH, et al. Type 2 diabetes remission 2 years post Roux-en-Y gastric bypass and sleeve gastrectomy: the role of the weight loss and comparison of DiaRem and DiaBetter scores. Diabet Med. 2018;35(3):360–7.

Article  CAS  PubMed  Google Scholar 

Still CD, Wood GC, Benotti P, et al. Preoperative prediction of type 2 diabetes remission after Roux-en-Y gastric bypass surgery: a retrospective cohort study. Lancet Diabetes Endocrinol. 2014;2(1):38–45.

Article  PubMed  PubMed Central  Google Scholar 

Ohta M, Seki Y, Ohyama T, et al. Prediction of long-term diabetes remission after metabolic surgery in obese East Asian patients: A comparison between ABCD and IMS scores. Obes Surg. 2021;31(4):1485–95.

Article  PubMed  Google Scholar 

Plaeke P, Beunis A, Ruppert M, et al. Review, performance comparison, and validation of models predicting type 2 diabetes remission after bariatric surgery in a Western European population. Obes Surg. 2021;31(4):1549–60.

Article  PubMed  Google Scholar 

Eskandaros MS, Abbass A, Ebeid EF, et al. Remission of type II diabetes mellitus 1-year postoperative following one anastomosis gastric bypass in correlation with ABCD, DiaRem, and DRS scores. Obes Surg. 2022;32(2):450–6.

Article  PubMed  Google Scholar 

Kirkil C, Aydin I, Yur M, et al. Comparison of the ABCD score’s accuracy in predicting remission of type 2 diabetes mellitus one year after sleeve gastrectomy, one anastomosis gastric bypass, and sleeve gastrectomy with transit bipartition. Obes Surg. 2024;34(1):133–40.

Article  PubMed  Google Scholar 

Yu C, Wang Z, Wuyun Q, et al. Comparison of various prediction models in the effect of Roux-en-Y gastric bypass on type 2 diabetes in the Chinese population 5 years after surgery. Surg Obes Relat Dis. 2023;19(11):1288–95.

Article  PubMed  Google Scholar 

Courcoulas AP, Patti ME, Hu B, et al. Long-term outcomes of medical management vs bariatric surgery in type 2 diabetes. JAMA. 2024;331(8):654–64.

Article  PubMed  PubMed Central  Google Scholar 

Svanevik M, Lorentzen J, Borgeraas H, et al. Patient-reported outcomes, weight loss, and remission of type 2 diabetes 3 years after gastric bypass and sleeve gastrectomy (Oseberg); a single-centre, randomised controlled trial. Lancet Diabetes Endocrinol. 2023;11(8):555–66.

Article  PubMed  Google Scholar 

Zou X, Liu Z, Huang Z, et al. Mid-long-term effect of metabolic surgery on type 2 diabetes in nonobese patients: a meta-analysis. Obes Surg. 2023;33(8):2493–508.

Article  PubMed  Google Scholar 

Topart P. Obesity surgery: Which procedure should we choose and why? J Visc Surg. 2023;160(2S):S30–7.

Article  CAS  PubMed  Google Scholar 

Arterburn D, Wellman R, Emiliano A, et al. Comparative effectiveness and safety of bariatric procedures for weight loss: a PCORnet cohort study. Ann Intern Med. 2018;169(11):741–50.

Article  PubMed  PubMed Central  Google Scholar 

Riddle MC, Cefalu WT, Evans PH, et al. Consensus report: definition and interpretation of remission in type 2 diabetes. Diabetes Care. 2021;44(10):2438–44.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Luo Y, Guo Z, He H, et al. Predictive model of type 2 diabetes remission after metabolic surgery in Chinese patients. Int J Endocrinol. 2020;2020:2965175.

Article  PubMed  PubMed Central  Google Scholar 

Dixon JB, Hur KY, Lee WJ, et al. Gastric bypass in Type 2 diabetes with BMI < 30: weight and weight loss have a major influence on outcomes. Diabet Med. 2013;30(4):e127–34.

Article  CAS  PubMed  Google Scholar 

Hayes MT, Hunt LA, Foo J, et al. A model for predicting the resolution of type 2 diabetes in severely obese subjects following Roux-en Y gastric bypass surgery. Obes Surg. 2011;21(7):910–6.

Article  PubMed  Google Scholar 

Panunzi S, Carlsson L, De Gaetano A, et al. Determinants of diabetes remission and glycemic control after bariatric surgery. Diabetes Care. 2016;39(1):166–74.

Article  CAS  PubMed  Google Scholar 

Ramos-Levi AM, Matia P, Cabrerizo L, et al. Statistical models to predict type 2 diabetes remission after bariatric surgery. J Diabetes. 2014;6(5):472–7.

Article  CAS  PubMed  Google Scholar 

Stekhoven DJ, Bühlmann P. MissForest–non-parametric missing value imputation for mixed-type data. Bioinformatics. 2012;28(1):112–8.

Article  CAS  PubMed  Google Scholar 

Waljee AK, Mukherjee A, Singal AG, et al. Comparison of imputation methods for missing laboratory data in medicine. BMJ Open. 2013;3(8):e002847.

Article  PubMed  PubMed Central  Google Scholar 

Angrisani L, Santonicola A, Iovino P, et al. Bariatric surgery and endoluminal procedures: IFSO worldwide survey 2014. Obes Surg. 2017;27(9):2279–89.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Yuan K, Wu B, Zeng R, et al. Construction and validation of a nomogram for predicting diabetes remission at 3 months after bariatric surgery in patients with obesity combined with type 2 diabetes mellitus. Diabetes Obes Metab. 2024;26(1):169–79.

Article  CAS  PubMed  Google Scholar 

Cho YM. A gut feeling to cure diabetes: potential mechanisms of diabetes remission after bariatric surgery. Diabetes Metab J. 2014;38(6):406–15.

Article  PubMed  PubMed Central  Google Scholar 

Chumakova-Orin M, Vanetta C, Moris DP, et al. Diabetes remission after bariatric surgery. World J Diabetes. 2021;12(7):1093–101.

Article  PubMed  PubMed Central  Google Scholar 

Wysocki M, Mizera M, Karpinska I, et al. Analysis of changes in glucose and lipid metabolism in patients with clinically severe obesity and type 2 diabetes mellitus undergoing laparoscopic sleeve gastrectomy-prospective observational study. Obes Surg. 2024;34(2):467–78.

Article  PubMed  Google Scholar 

Pang WS, Loo GH, Tan GJ, et al. Comparative evaluation of early diabetic outcomes in southeast asian patients with type 2 diabetes mellitus undergoing Roux-en-Y gastric bypass (RYGB) versus sleeve gastrectomy (LSG). Sci Rep. 2024;14(1):614.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Gambardella C, Mongardini FM, Paolicelli M, et al. One Anastomosis Gastric Bypass vs. Sleeve Gastrectomy in the Remission of Type 2 Diabetes Mellitus: A Retrospective Analysis on 3 Years of Follow-Up. J Clin Med. 2024;13(3):899.

Article  CAS