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一款应用程序(Insulia)为法国2型糖尿病患者推荐基础胰岛素剂量的有效性:纵向观察性研究。

The Effectiveness of an App (Insulia) in Recommending Basal Insulin Doses for French Patients With Type 2 Diabetes Mellitus: Longitudinal Observational Study.

作者信息

Nevoret Camille, Gervaise Nathalie, Delemer Brigitte, Bekka Said, Detournay Bruno, Benkhelil Amine, Bahloul Amar, d'Orsay Geneviève, Penfornis Alfred

机构信息

Biostatistics Department, CEMKA, Bourg-la-Reine, France.

Diabetology Department, Clinique NCT+, Tours, France.

出版信息

JMIR Diabetes. 2023 Mar 1;8:e44277. doi: 10.2196/44277.

DOI:10.2196/44277
PMID:36749650
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10018375/
Abstract

BACKGROUND

For patients with type 2 diabetes (T2D), calculating the daily dose of basal insulin may be challenging. Insulia is a digital remote monitoring solution that uses clinical algorithms to recommend basal insulin doses. A predecessor device was evaluated in the TeleDiab-2 randomized controlled trial, showing that a higher percentage of patients using the app achieved their target fasting blood glucose (FBG) level compared to the control group, and insulin doses were adjusted to higher levels without hypoglycemia.

OBJECTIVE

This study aims to analyze how the glycemic control of Insulia users has evolved when using the app in a real-life setting in France.

METHODS

A retrospective observational analysis of data collected through the device in adult French patients with T2D treated with basal insulin and oral antihyperglycemic agents using the system for ≥6 months was conducted. Analyses were descriptive and distinguished the results in a subpopulation of regular and compliant users of the app. Glycemic outcomes were estimated considering the percentage of patients who achieved their individualized FBG target between 5.5 and 6 months following the initiation of device use, the frequency of hypoglycemia resulting in a treatment change over the 6-month period of exposure, and the evolution of the average hemoglobin A (HbA) level over the same period.

RESULTS

Of the 484 users, 373 (77.1%) performed at least one dose calculation. A total of 221 (59.2%) users were men. When app use started, the mean age, BMI, HbA, and basal insulin dose were 55.8 (SD 11.9) years, 30.6 (SD 5.9) kg/m, 10.1% (SD 2.0%), and 25.5 (SD 15.8) IU/day, respectively. Over a median use duration of 5.0 (95% CI 3.8-5.7) months, patients used the system 5.8 (SD 1.6) times per week on average, and 73.4% of their injected doses were consistent with the app's suggested doses. Among regular and compliant user patients (n=91, ≥5 measurements/week and ≥80% adherence to calculated doses), 60% (55/91) achieved the FBG target (±5%) at 6 months (5.5-6 months) versus 51.5% (145/282) of the other patients (P=.15). There was an increase in the proportion of patients achieving their target FBG for regular and compliant users (+1.86% every 2 weeks) without clear improvement in other patients. A logistic model did not identify the variables that were significantly associated with this outcome among regular and compliant users. In the overall population, the incidence of reported hypoglycemia decreased simultaneously (-0.16%/month). Among 82 patients, the mean HbA decreased from 9.9% to 7.2% at 6 months.

CONCLUSIONS

An improvement in glycemic control as measured by the percentage of patients reaching their FBG individualized target range without increasing hypoglycemic risk was observed in patients using the Insulia app, especially among regular users following the dose recommendations of the algorithm.

摘要

背景

对于2型糖尿病(T2D)患者而言,计算基础胰岛素的每日剂量可能具有挑战性。Insulia是一种数字远程监测解决方案,它使用临床算法来推荐基础胰岛素剂量。在TeleDiab - 2随机对照试验中对其前代设备进行了评估,结果显示与对照组相比,使用该应用程序的患者中有更高比例达到了目标空腹血糖(FBG)水平,并且胰岛素剂量被调整到更高水平且未出现低血糖情况。

目的

本研究旨在分析在法国的实际应用场景中,使用Insulia应用程序的用户的血糖控制情况是如何演变的。

方法

对通过该设备收集的、在法国成年T2D患者中使用基础胰岛素和口服降糖药且使用该系统≥6个月的数据进行回顾性观察分析。分析为描述性分析,并区分了该应用程序的定期且依从用户亚组的结果。考虑在开始使用设备后5.5至6个月内达到个体化FBG目标的患者百分比、在6个月暴露期内导致治疗改变的低血糖发生频率以及同期平均糖化血红蛋白(HbA)水平的变化来评估血糖结果。

结果

在484名用户中,373名(77.1%)至少进行了一次剂量计算。共有221名(59.2%)用户为男性。开始使用应用程序时,平均年龄、体重指数、HbA和基础胰岛素剂量分别为55.8(标准差11.9)岁、30.6(标准差5.9)kg/m²、10.1%(标准差2.0%)和25.5(标准差15.8)IU/天。在中位使用时长为5.0(95%置信区间3.8 - 5.7)个月的时间里,患者平均每周使用该系统5.8(标准差1.6)次,并且他们73.4%的注射剂量与应用程序建议的剂量一致。在定期且依从的用户患者(n = 91,每周测量≥5次且对计算剂量的依从性≥80%)中,60%(55/91)在6个月(5.5 - 6个月)时达到了FBG目标(±5%),而其他患者的这一比例为51.5%(145/282)(P = 0.15)。定期且依从的用户实现其目标FBG的患者比例有所增加(每2周增加1.86%),而其他患者则无明显改善。逻辑模型未识别出定期且依从用户中与该结果显著相关的变量。在总体人群中,报告的低血糖发生率同时下降(每月 - 0.16%)。在82名患者中,6个月时平均HbA从9.9%降至7.2%。

结论

在使用Insulia应用程序的患者中,观察到在不增加低血糖风险的情况下,以达到FBG个体化目标范围的患者百分比衡量的血糖控制有所改善,尤其是在遵循算法剂量建议的定期用户中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc2/10018375/70704c8cc4a9/diabetes_v8i1e44277_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc2/10018375/7d08c3490ae1/diabetes_v8i1e44277_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc2/10018375/084fe8be72e1/diabetes_v8i1e44277_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc2/10018375/364a14510d84/diabetes_v8i1e44277_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc2/10018375/70704c8cc4a9/diabetes_v8i1e44277_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc2/10018375/7d08c3490ae1/diabetes_v8i1e44277_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc2/10018375/084fe8be72e1/diabetes_v8i1e44277_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc2/10018375/364a14510d84/diabetes_v8i1e44277_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc2/10018375/70704c8cc4a9/diabetes_v8i1e44277_fig4.jpg

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