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

Q2 Medicine JMIR Diabetes Pub Date : 2023-03-01 DOI:10.2196/44277
Camille Nevoret, Nathalie Gervaise, Brigitte Delemer, Said Bekka, Bruno Detournay, Amine Benkhelil, Amar Bahloul, Geneviève d'Orsay, Alfred Penfornis
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引用次数: 2

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 A1c (HbA1c) 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, HbA1c, and basal insulin dose were 55.8 (SD 11.9) years, 30.6 (SD 5.9) kg/m2, 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 HbA1c 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.

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App(胰岛素)推荐法国2型糖尿病患者基础胰岛素剂量的有效性:纵向观察研究
背景:对于2型糖尿病(T2D)患者,计算基础胰岛素的日剂量可能具有挑战性。胰岛素是一种数字远程监测解决方案,使用临床算法推荐基础胰岛素剂量。telediab2随机对照试验评估了一种前代设备,结果显示,与对照组相比,使用该应用程序的患者达到目标空腹血糖(FBG)水平的比例更高,胰岛素剂量调整到更高水平而没有出现低血糖。目的:本研究旨在分析法国用户在现实生活中使用胰岛素应用程序时的血糖控制情况。方法:回顾性观察分析使用该系统治疗基础胰岛素和口服降糖药≥6个月的法国成年T2D患者通过该设备收集的数据。分析是描述性的,并区分了应用程序的常规和合规用户亚群的结果。血糖结局的估计考虑了在设备开始使用后5.5至6个月内达到个性化FBG目标的患者百分比,在6个月的暴露期间导致治疗改变的低血糖频率,以及同期平均血红蛋白A1c (HbA1c)水平的演变。结果:在484名使用者中,373名(77.1%)至少进行了一次剂量计算。共有221名(59.2%)使用者是男性。当应用程序开始使用时,平均年龄、BMI、HbA1c和基础胰岛素剂量分别为55.8 (SD 11.9)岁、30.6 (SD 5.9) kg/m2、10.1% (SD 2.0%)和25.5 (SD 15.8) IU/天。在中位使用时间5.0 (95% CI 3.8-5.7)个月期间,患者平均每周使用该系统5.8次(SD 1.6), 73.4%的注射剂量与应用程序建议的剂量一致。在常规和依从性用药患者(n=91,≥5次/周,≥80%的计算剂量依从性)中,60%(55/91)在6个月(5.5-6个月)达到了FBG目标(±5%),而其他患者为51.5% (145/282)(P= 0.15)。常规和依从性患者达到目标FBG的比例增加(每2周增加1.86%),而其他患者没有明显改善。逻辑模型没有识别出与常规和合规用户的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(-0.16%/月)。在82例患者中,6个月时平均HbA1c从9.9%降至7.2%。结论:在使用胰岛素应用程序的患者中,血糖控制得到改善,通过达到FBG个体化目标范围而不增加低血糖风险的患者百分比来衡量,特别是在遵循算法剂量建议的常规用户中。
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来源期刊
JMIR Diabetes
JMIR Diabetes Computer Science-Computer Science Applications
CiteScore
4.00
自引率
0.00%
发文量
35
审稿时长
16 weeks
期刊最新文献
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