Prediction of Hypoglycemia in Diabetic Patients During Colonoscopy Preparation.

IF 1.6 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM
Xiaohua Lu, Lingqiao Xie, Wane Zhao, Chuangbiao Zhang, Xixi Luo, Yan Zhou
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Abstract

Objective: To explore the clinical outcomes and establish a predictive model of hypoglycemia during colonoscopy preparation for diabetic patients.

Methods: Three-hundred ninety-four patients with diabetes who received colonoscopy were retrospectively enrolled in this study and assigned to hypoglycemia or non-hypoglycemia groups. Information about clinical characteristics and outcomes during colonoscopy preparation was collected and compared between the two groups. Logistic regression analysis was applied to identify the risk factors of hypoglycemia. These risk factors were used to construct a hypoglycemia predictive model verified by the receiver operating characteristic (ROC) curve and Hosmer-Lemeshow goodness fit test.

Results: Among 394 participants, 66 (16.8%) underwent a total of 88 hypoglycemia attacks during the bowel preparation. Grade 1 hypoglycemia (≤3.9 mmol/L) comprised 90.9% (80/88) of all hypoglycemia attacks and grade 2 hypoglycemia accounted for 9.1% (8/88), signifying that grade 1 hypoglycemia is the most common type. No severe hypoglycemia was identified. The incidence of nocturnal hypoglycemia was 15.9%. Logistic regression analyses revealed that the main risk factors of hypoglycemia during colonoscopy preparation were postprandial C-peptide, serum triglyceride, gender, type of diabetes mellitus, and insulin injection frequencies. The area under the ROC curve of the hypoglycemia prediction model was 0.777 (95% CI: 0.720-0.833).

Conclusion: Diabetic patients are prone to develop mild to moderate hypoglycemia during colonoscopy preparation. This study proposes a predictive model that could provide a reference for identifying patients with a high risk of hypoglycemia during colonoscopy preparation.

糖尿病患者在结肠镜检查准备期间低血糖的预测。
目的:探讨糖尿病患者结肠镜术前准备低血糖的临床预后,建立预测模型。方法:对394例接受结肠镜检查的糖尿病患者进行回顾性研究,并将其分为低血糖组和非低血糖组。收集两组结肠镜检查准备期间的临床特征和结果信息并进行比较。采用Logistic回归分析确定低血糖的危险因素。利用这些危险因素构建低血糖预测模型,经受试者工作特征(ROC)曲线和Hosmer-Lemeshow优度拟合检验验证。结果:在394名参与者中,66名(16.8%)在肠道准备期间共经历了88次低血糖发作。1级低血糖(≤3.9 mmol/L)占所有低血糖发作的90.9%(80/88),2级低血糖占9.1%(8/88),说明1级低血糖是最常见的低血糖类型。未发现严重低血糖。夜间低血糖的发生率为15.9%。Logistic回归分析显示,结肠镜术前低血糖的主要危险因素为餐后c肽、血清甘油三酯、性别、糖尿病类型和胰岛素注射频率。低血糖预测模型的ROC曲线下面积为0.777 (95% CI: 0.720 ~ 0.833)。结论:糖尿病患者在结肠镜检查准备阶段易发生轻中度低血糖。本研究提出了一种预测模型,可为识别结肠镜准备阶段低血糖高危患者提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.10
自引率
5.60%
发文量
72
审稿时长
3 months
期刊介绍: Publishing outstanding articles from all fields of endocrinology and diabetology, from molecular biology to clinical research, this journal is a brilliant resource. Since being published in English in 1983, the popularity of this journal has grown steadily, reflecting the importance of this publication within its field. Original contributions and short communications appear in each issue along with reviews addressing current topics. In addition, supplementary issues are published each year presenting abstracts or proceedings of national and international scientific meetings. The journal was initially published in German and is still the oldest endocrinological periodical in the German-language market!
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