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利用数字化治疗平台评估 2 型糖尿病南亚裔患者的血糖控制情况:真实世界数据分析。

Evaluating Glycemic Control in Patients of South Asian Origin With Type 2 Diabetes Using a Digital Therapeutic Platform: Analysis of Real-World Data.

机构信息

Wellthy Therapeutics Pvt Ltd, Mumbai, India.

Department of Diabetology, North Delhi Diabetes Centre, New Delhi, India.

出版信息

J Med Internet Res. 2021 Mar 25;23(3):e17908. doi: 10.2196/17908.

Abstract

BACKGROUND

Digital therapeutics are evidence-based therapeutic interventions driven by high-quality software programs for the treatment, prevention, or management of a medical disorder or disease. Many studies in the western population have shown the effectiveness of mobile app-based digital therapeutics for improving glycemic control in patients with type 2 diabetes (T2D). However, few studies have assessed similar outcomes in the South Asian population.

OBJECTIVE

This study aims to investigate the real-world effectiveness of the Wellthy CARE digital therapeutic for improving glycemic control among the South Asian population of Indian origin.

METHODS

We analyzed deidentified data from 102 patients with T2D from India enrolled in a 16-week structured self-management program delivered using the Wellthy CARE mobile app. Patients recorded their meals, weight, physical activity, and blood sugar in the app, and they received lessons on self-care behaviors (healthy eating, being active, monitoring, medication adherence, problem solving, healthy coping, and reducing risks); feedback provided by an artificial intelligence-powered chatbot; and periodic interactions with certified diabetes educators via voice calls and chats. The primary outcome of the program was a change in glycated hemoglobin A (HbA). Secondary outcomes included the difference between preintervention and postintervention fasting blood glucose (FBG) and postprandial blood glucose (PPBG) levels; changes in BMI and weight at the completion of 16 weeks; and the association between program engagement and the changes in HbA, FBG, and PPBG levels.

RESULTS

At the end of 16 weeks, the average change in HbA was -0.49% (n=102; 95% CI -0.73 to 0.25; P<.001). Of all the patients, 63.7% (65/102) had improved HbA levels, with a mean change of -1.16% (n=65; 95% CI -1.40 to -0.92; P<.001). The mean preintervention and postintervention FBG levels were 145 mg/dL (n=51; 95% CI 135-155) and 134 mg/dL (n=51; 95% CI 122-146; P=.02) and PPBG levels were 188 mg/dL (n=51; 95% CI 172-203) and 166 mg/dL (n=51; 95% CI 153-180; P=.03), respectively. The mean changes in BMI and weight were -0.47 kg/m (n=59; 95% CI -0.22 to -0.71; P<.001) and -1.32 kg (n=59; 95% CI -0.63 to -2.01; P<.001), respectively. There was a stepwise decrease in HbA, FBG, and PPBG levels as the program engagement increased. Patients in the highest tertile of program engagement had a significantly higher reduction in HbA (-0.84% vs -0.06%; P=.02), FBG (-21.4 mg/dL vs -0.18 mg/dL; P=.02), and PPBG levels (-22.03 mg/dL vs 2.35 mg/dL; P=.002) than those in the lowest tertile.

CONCLUSIONS

The use of the Wellthy CARE digital therapeutic for patients with T2D showed a significant reduction in the levels of HbA, FBG, and PPBG after 16 weeks. A higher level of participation showed improved glycemic control, suggesting the potential of the Wellthy CARE platform for better management of the disease.

摘要

背景

数字疗法是基于高质量软件程序的循证治疗干预措施,用于治疗、预防或管理医疗障碍或疾病。许多针对西方人群的研究表明,基于移动应用程序的数字疗法可有效改善 2 型糖尿病(T2D)患者的血糖控制。然而,在南亚人群中,很少有研究评估类似的结果。

目的

本研究旨在调查 Wellthy CARE 数字疗法在印度裔南亚人群中改善血糖控制的真实世界疗效。

方法

我们分析了来自印度的 102 名 T2D 患者的匿名数据,这些患者参加了一项为期 16 周的结构化自我管理计划,使用 Wellthy CARE 移动应用程序提供。患者在应用程序中记录他们的饮食、体重、体力活动和血糖,并接受有关自我护理行为(健康饮食、积极运动、监测、药物依从性、解决问题、健康应对和降低风险)的课程;由人工智能驱动的聊天机器人提供反馈;并定期通过语音电话和聊天与认证的糖尿病教育者进行互动。该计划的主要结果是糖化血红蛋白 A(HbA)的变化。次要结果包括干预前后空腹血糖(FBG)和餐后血糖(PPBG)水平的差异;16 周结束时 BMI 和体重的变化;以及计划参与度与 HbA、FBG 和 PPBG 水平变化之间的关联。

结果

在 16 周结束时,HbA 的平均变化为-0.49%(n=102;95%CI-0.73 至 0.25;P<.001)。在所有患者中,63.7%(65/102)的 HbA 水平得到改善,平均变化为-1.16%(n=65;95%CI-1.40 至-0.92;P<.001)。干预前和干预后的平均 FBG 水平分别为 145mg/dL(n=51;95%CI 135-155)和 134mg/dL(n=51;95%CI 122-146;P=.02),PPBG 水平分别为 188mg/dL(n=51;95%CI 172-203)和 166mg/dL(n=51;95%CI 153-180;P=.03)。BMI 和体重的平均变化分别为-0.47kg/m(n=59;95%CI-0.22 至-0.71;P<.001)和-1.32kg(n=59;95%CI-0.63 至-2.01;P<.001)。随着计划参与度的增加,HbA、FBG 和 PPBG 水平呈逐步下降趋势。在最高参与度 tertile 的患者中,HbA(-0.84%vs-0.06%;P=.02)、FBG(-21.4mg/dL vs-0.18mg/dL;P=.02)和 PPBG 水平(-22.03mg/dL vs 2.35mg/dL;P=.002)的降低幅度明显高于最低参与度 tertile 的患者。

结论

使用 Wellthy CARE 数字疗法治疗 T2D 患者,16 周后 HbA、FBG 和 PPBG 水平显著降低。更高的参与度显示出改善的血糖控制,表明 Wellthy CARE 平台在更好地管理该疾病方面具有潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2578/8074838/6860418106d2/jmir_v23i3e17908_fig1.jpg

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