Dataset Information

One anastomosis gastric bypass surgery in Type2 diabetes patients with body mass index < 35 kg/m²: A multi-center retrospective cohort study.

ABSTRACT:

Introduction

Bariatric surgeries have shown efficacy in weight reduction, glycemic control and improvement of type-2 diabetes (T2DM) in patients with obesity. We aimed to assess the efficacy of one anastomosis gastric bypass surgery (OAGB) in T2DM patients with body mass index (BMI) < 35 kg/m² within a year after surgery.

Methods

In this multicenter retrospective cohort study, 14 T2DM patients with BMI <35 kg/m² (females, %: 71.4% (10 of 14), and age, mean (standard deviation): 51.2 (12.3) years) who had underwent OAGB surgery by the same surgeon, were followed at intervals of one, three, six, and 12 months after surgery. The remission rates of T2DM were calculated and the metabolic indices were compared using paired t-test and Wilcoxon rank test.

Results

No adverse outcomes were detected 12 months after surgery. Within six months, seven (50%) patients underwent remission (one (7.1%) within one, three (21.4%) within three, and three (21.4%) within six months). Post-operative weight (p < 0.001) and fasting blood glucose (p < 0.01) in all time periods were significantly lower compared to pre-operative values. Hemoglobin A1C (HbA1C) was significantly lower at three- and six-month intervals (p < 0.05) but not at twelve months (p = 0.2). Thyroid-stimulating hormone and triglyceride levels were lower at six months compared to pre-surgical levels (p < 0.05) but cholesterol levels were not different in any of time points (p > 0.05).

Conclusion

OAGB surgery is associated with weight reduction, glycemic control and a 50% remission rate within six months in patients with diabetes and BMI <35 kg/m².

SUBMITTER: Amirbeigi A

PROVIDER: S-EPMC9289504 | biostudies-literature |

REPOSITORIES: biostudies-literature

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Project description:Abstract Objectives Our aim was to investigate in a real-life setting the use of machine learning for modelling the postprandial glucose concentrations in morbidly obese patients undergoing Roux-en-Y gastric bypass (RYGB) or one-anastomosis gastric bypass (OAGB). Methods As part of the prospective randomized open-label trial (RYSA), data from obese (BMI ≥35 kg/m2) non-diabetic adult participants were included. Glucose concentrations, measured with FreeStyle Libre, were recorded over 14 preoperative and 14 postoperative days. During these periods, 3-day food intake was self-reported. A machine learning model was applied to estimate glycaemic responses to the reported carbohydrate intakes before and after the bariatric surgeries. Results Altogether, 10 participants underwent RYGB and 7 participants OAGB surgeries. The glucose concentrations and carbohydrate intakes were reduced postoperatively in both groups. The relative time spent in hypoglycaemia increased regardless of the operation (RYGB, from 9.2 to 28.2%; OAGB, from 1.8 to 37.7%). Postoperatively, we observed an increase in the height of the fitted response curve and a reduction in its width, suggesting that the same amount of carbohydrates caused a larger increase in the postprandial glucose response and that the clearance of the meal-derived blood glucose was faster, with no clinically meaningful differences between the surgeries. Conclusions A detailed analysis of the glycaemic responses using food diaries has previously been difficult because of the noisy meal data. The utilized machine learning model resolved this by modelling the uncertainty in meal times. Such an approach is likely also applicable in other applications involving dietary data. A marked reduction in overall glycaemia, increase in postprandial glucose response, and rapid glucose clearance from the circulation immediately after surgery are evident after both RYGB and OAGB. Whether nondiabetic individuals would benefit from monitoring the post-surgery hypoglycaemias and the potential to prevent them by dietary means should be investigated. KEY MESSAGES The use of a novel machine learning model was applicable for combining patient-reported data and time-series data in this clinical study. Marked increase in postprandial glucose concentrations and rapid glucose clearance were observed after both Roux-en-Y gastric bypass and one-anastomosis gastric bypass surgeries. Whether nondiabetic individuals would benefit from monitoring the post-surgery hypoglycaemias and the potential to prevent them by dietary means should be investigated.