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在患有和未患糖尿病的人群中使用持续血糖监测作为行为改变工具的疗效:随机对照试验的系统评价和荟萃分析。

The efficacy of using continuous glucose monitoring as a behaviour change tool in populations with and without diabetes: a systematic review and meta-analysis of randomised controlled trials.

作者信息

Richardson Kelli M, Jospe Michelle R, Bohlen Lauren C, Crawshaw Jacob, Saleh Ahlam A, Schembre Susan M

机构信息

School of Nutritional Sciences and Wellness, College of Agriculture, Life and Environmental Sciences, University of Arizona, Tucson, AZ, USA.

Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, 2115 Wisconsin Avenue NW Suite 300, Washington, D.C, 20007, USA.

出版信息

Int J Behav Nutr Phys Act. 2024 Dec 23;21(1):145. doi: 10.1186/s12966-024-01692-6.

Abstract

BACKGROUND

Continuous glucose monitoring (CGM) holds potential as a precision public health intervention, offering personalised insights into how diet and physical activity affect glucose levels. Nevertheless, the efficacy of using CGM in populations with and without diabetes to support behaviour change and behaviour-driven outcomes remains unclear. This systematic review and meta-analysis examines whether using CGM-based feedback to support behaviour change affects glycaemic, anthropometric, and behavioural outcomes in adults with and without diabetes.

METHODS

Ovid MEDLINE, Cochrane Central Register of Controlled Trials, Elsevier Embase, EBSCOhost PsycINFO, and ProQuest Dissertations & Theses Global were searched through January 2024. Eligible studies were randomised controlled trials in adults that implemented CGM-based feedback in at least one study arm compared to a control without CGM feedback. Dual screening, data extraction, and bias assessment were conducted independently. Mean differences in outcomes between intervention and comparison groups were analysed using generic inverse variance models and random effects. Robustness of pooled estimates from random-effects models was considered with sensitivity and subgroup analyses.

RESULTS

Twenty-five clinical trials with 2996 participants were included. Most studies were conducted in adults with type 2 diabetes (n = 17/25; 68%), followed by type 1 diabetes (n = 3/25, 12%), gestational diabetes (n = 3/25, 12%), and obesity (n = 3/25, 12%). Eleven (44%) studies reported CGM-affiliated conflicts of interest. Interventions incorporating CGM-based feedback reduced HbA1c by 0.28% (95% CI 0.15, 0.42, p < 0.001; I = 88%), and increased time in range by 7.4% (95% CI 2.0, 12.8, p < 0.008; I = 80.5%) compared to arms without CGM, with non-significant effects on time above range, BMI, and weight. Sensitivity analyses showed consistent mean differences in HbA1c across different conditions, and differences between subgroups were non-significant. Only 4/25 studies evaluated the effect of CGM on dietary changes; 5/25 evaluated physical activity.

CONCLUSIONS

This evidence synthesis found favourable, though modest, effects of CGM-based feedback on glycaemic control in adults with and without diabetes. Further research is needed to establish the behaviours and behavioural mechanisms driving the observed effects across diverse populations.

TRIAL REGISTRATION

CRD42024514135.

摘要

背景

持续葡萄糖监测(CGM)作为一种精准的公共卫生干预措施具有潜力,能提供关于饮食和身体活动如何影响血糖水平的个性化见解。然而,在糖尿病患者和非糖尿病患者群体中使用CGM来支持行为改变及行为驱动的结果的疗效仍不明确。本系统评价和荟萃分析探讨了使用基于CGM的反馈来支持行为改变是否会影响糖尿病患者和非糖尿病患者的血糖、人体测量学和行为结果。

方法

检索截至2024年1月的Ovid MEDLINE、Cochrane对照试验中央注册库、Elsevier Embase、EBSCOhost PsycINFO和ProQuest全球学位论文数据库。符合条件的研究为成人随机对照试验,其中至少一个研究组实施了基于CGM的反馈,与没有CGM反馈的对照组进行比较。独立进行双重筛选、数据提取和偏倚评估。使用通用逆方差模型和随机效应分析干预组和比较组之间结果的平均差异。通过敏感性和亚组分析考虑随机效应模型合并估计值的稳健性。

结果

纳入了25项临床试验,共2996名参与者。大多数研究在2型糖尿病成人中进行(n = 17/25;68%),其次是1型糖尿病(n = 3/25,12%)、妊娠期糖尿病(n = 3/25,12%)和肥胖症(n = 3/25,12%)。11项(44%)研究报告了与CGM相关的利益冲突。与没有CGM的组相比,纳入基于CGM反馈的干预措施使糖化血红蛋白(HbA1c)降低了0.28%(95%置信区间0.15,0.42,p < 0.001;I² = 88%),血糖达标时间增加了7.4%(95%置信区间2.0,12.8,p < 0.008;I² = 80.5%),对血糖高于目标范围的时间、体重指数(BMI)和体重无显著影响。敏感性分析显示,不同条件下HbA1c的平均差异一致,亚组之间的差异不显著。只有4/25的研究评估了CGM对饮食变化的影响;5/25的研究评估了身体活动。

结论

这一证据综合分析发现,基于CGM的反馈对糖尿病患者和非糖尿病患者的血糖控制有积极影响,尽管效果不大。需要进一步研究以确定在不同人群中驱动观察到的效果的行为和行为机制。

试验注册

CRD42024514135

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d54/11668089/58595fe99463/12966_2024_1692_Fig1_HTML.jpg

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