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使用数字疗法对2型糖尿病成人患者血糖控制的影响:队列研究

Change in Glycemic Control With Use of a Digital Therapeutic in Adults With Type 2 Diabetes: Cohort Study.

作者信息

Berman Mark A, Guthrie Nicole L, Edwards Katherine L, Appelbaum Kevin J, Njike Valentine Y, Eisenberg David M, Katz David L

机构信息

Better Therapeutics LLC, San Francisco, CA, United States.

Prevention Research Center, Griffin Hospital, Yale University, Derby, CT, United States.

出版信息

JMIR Diabetes. 2018 Feb 14;3(1):e4. doi: 10.2196/diabetes.9591.

Abstract

BACKGROUND

Intensive lifestyle change can treat and even reverse type 2 diabetes. Digital therapeutics have the potential to deliver lifestyle as medicine for diabetes at scale.

OBJECTIVE

This 12-week study investigates the effects of a novel digital therapeutic, FareWell, on hemoglobin A (HbA) and diabetes medication use.

METHODS

Adults with type 2 diabetes and a mobile phone were recruited throughout the United States using Facebook advertisements. The intervention aim was to effect a sustainable shift to a plant-based dietary pattern and regular exercise by advancing culinary literacy and lifestyle skill acquisition. The intervention was delivered by an app paired with specialized human support, also delivered digitally. Health coaching was provided every 2 weeks by telephone, and a clinical team was available for participants requiring additional support. Participants self-reported current medications and HbA at the beginning and end of the 12-week program. Self-efficacy related to managing diabetes and maintaining dietary changes was assessed via survey. Engagement was recorded automatically through the app.

RESULTS

We enrolled 118 participants with a baseline HbA >6.5%. Participants were 81.4% female (96/118) and resided in 38 US states with a mean age of 50.7 (SD 9.4) years, baseline body mass index of 38.1 (SD 8.8) kg/m, and baseline HbA of 8.1% (SD 1.6). At 12 weeks, 86.2% (94/109) of participants were still using the app. Mean change in HbA was -0.8% (97/101, SD 1.3, P<.001) for those reporting end-study data. For participants with a baseline HbA >7.0% who did not change medications midstudy, HbA change was -1.1% (67/69, SD 1.4, P<.001). The proportion of participants with an end-study HbA <6.5% was 28% (22/97). After completion of the intervention, 17% (16/97) of participants reported a decrease in diabetic medication while 8% (8/97) reported an increase. A total of 57% (55/97) of participants achieved a composite outcome of reducing HbA, reducing diabetic medication use, or both; 92% (90/98) reported greater confidence in their ability to manage their diabetes compared to before the program, and 91% (89/98) reported greater confidence in their ability to maintain a healthy dietary pattern. Participants engaged with the app an average of 4.3 times per day. We observed a significantly greater decrease in HbA among participants in the highest tertile of app engagement compared to those in the lowest tertile of app engagement (P=.03).

CONCLUSIONS

Clinically meaningful reductions in HbA were observed with use of the FareWell digital therapeutic. Greater glycemic control was observed with increasing app engagement. Engagement and retention were both high in this widely distributed sample.

摘要

背景

强化生活方式改变可治疗甚至逆转2型糖尿病。数字疗法有潜力大规模地将生活方式作为糖尿病的药物来提供。

目的

这项为期12周的研究调查了一种新型数字疗法FareWell对糖化血红蛋白(HbA)和糖尿病药物使用的影响。

方法

通过脸书广告在美国各地招募患有2型糖尿病且拥有手机的成年人。干预目标是通过提高烹饪素养和生活方式技能的获取,实现向以植物为基础的饮食模式和规律运动的可持续转变。干预通过一款与专门的人工支持配对的应用程序来实施,人工支持也以数字方式提供。每2周通过电话提供健康指导,临床团队为需要额外支持的参与者提供服务。参与者在12周项目开始和结束时自行报告当前用药情况和HbA水平。通过调查评估与糖尿病管理和维持饮食变化相关的自我效能感。通过应用程序自动记录参与情况。

结果

我们招募了118名基线HbA>6.5%的参与者。参与者中81.4%为女性(96/118),居住在美国38个州,平均年龄为50.7(标准差9.4)岁,基线体重指数为38.1(标准差8.8)kg/m²,基线HbA为8.1%(标准差1.6)。在12周时,86.2%(94/109)的参与者仍在使用该应用程序。报告研究结束数据的参与者的HbA平均变化为-0.8%(97/101,标准差1.3,P<0.001)。对于基线HbA>7.0%且在研究中期未改变用药的参与者,HbA变化为-1.1%(67/69,标准差1.4,P<0.001)。研究结束时HbA<6.5%的参与者比例为28%(22/97)。干预完成后,17%(16/97)的参与者报告糖尿病药物用量减少,而8%(8/97)的参与者报告用量增加。共有57%(55/97)的参与者实现了降低HbA、减少糖尿病药物使用或两者兼具的综合结果;92%(90/98)的参与者报告与项目前相比,他们对管理糖尿病的能力更有信心,91%(89/98)的参与者报告对维持健康饮食模式的能力更有信心。参与者平均每天使用该应用程序4.3次。我们观察到,与应用程序参与度最低三分位数的参与者相比,应用程序参与度最高三分位数的参与者的HbA下降幅度明显更大(P=0.03)。

结论

使用FareWell数字疗法观察到HbA有临床意义的降低。随着应用程序参与度的提高,血糖控制得到改善。在这个广泛分布的样本中,参与度和留存率都很高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b63c/6238888/ee5cd0b9239c/diabetes_v3i1e4_fig1.jpg

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