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

被引:28
作者
Krishnakumar, Arjun [1 ]
Verma, Ritika [1 ]
Chawla, Rajeev [2 ]
Sosale, Aravind [3 ]
Saboo, Banshi [4 ]
Joshi, Shilpa [1 ]
Shaikh, Maaz [1 ]
Shah, Abhishek [1 ]
Kolwankar, Siddhesh [1 ]
Mattoo, Vinod [1 ]
机构
[1] Wellthy Therapeut Pvt Ltd, 20 Nagin Mahal,5th Floor 82,Veer Nariman Rd, Mumbai 400020, Maharashtra, India
[2] North Delhi Diabet Ctr, Dept Diabetol, New Delhi, India
[3] Diacon Hosp, Dept Diabetol, Bengaluru, India
[4] Dia Care Diabet Care & Hormone Clin, Dept Diabetol, Ahmadabad, Gujarat, India
关键词
digital therapeutics; type; 2; diabetes; behavior change; diabetes self-management; lifestyle intervention; mobile phone; SELF-CARE ACTIVITIES; MANAGEMENT; ADULTS; INTERVENTION; MELLITUS; GLUCOSE; INDIANS;
D O I
10.2196/17908
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
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(1c) (HbA(1c)). 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(1c), FBG, and PPBG levels. Results: At the end of 16 weeks, the average change in HbA(1c) 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(1c) 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(2) (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(1c), FBG, and PPBG levels as the program engagement increased. Patients in the highest tertile of program engagement had a significantly higher reduction in HbA(1c) (-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(1c), 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.
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页数:11
相关论文
共 34 条
[1]  
Alkhaldi G, 2017, INTERACT J MED RES, V6, DOI 10.2196/ijmr.6952
[2]   Lifestyle Management: Standards of Medical Care in Diabetes-2019 [J].
Cefalu, William T. ;
Berg, Erika Gebel ;
Saraco, Mindy ;
Petersen, Matthew P. ;
Uelmen, Sacha ;
Robinson, Shamera .
DIABETES CARE, 2019, 42 :S46-S60
[3]   Incidence of Diabetes and Prediabetes and Predictors of Progression Among Asian Indians: 10-Year Follow-up of the Chennai Urban Rural Epidemiology Study (CURES) [J].
Anjana, Ranjit Mohan ;
Rani, Coimbatore Subramanian Shanthi ;
Deepa, Mohan ;
Pradeepa, Rajendra ;
Sudha, Vasudevan ;
Nair, Haridas Divya ;
Lakshmipriya, Nagarajan ;
Subhashini, Sivasankaran ;
Binu, Valsalakumari Sreekumarannair ;
Unnikrishnan, Ranjit ;
Mohan, Viswanathan .
DIABETES CARE, 2015, 38 (08) :1441-1448
[4]   Persistent poor glycaemic control in individuals with type 2 diabetes in developing countries: 12 years of real-world evidence of the International Diabetes Management Practices Study (IDMPS) [J].
Aschner, Pablo ;
Gagliardino, Juan J. ;
Ilkova, Hasan ;
Lavalle, Fernando ;
Ramachandran, Ambady ;
Mbanya, Jean Claude ;
Shestakova, Marina ;
Chantelot, Jean-Marc ;
Chan, Juliana C. N. .
DIABETOLOGIA, 2020, 63 (04) :711-721
[5]   Lifestyle-tailored interventions for South Asians with type 2 diabetes living in high-income countries: a systematic review [J].
Ballotari, Paola ;
Ferrari, Francesca ;
Ballini, Luciana ;
Chiarenza, Antonio ;
Manicardi, Valeria ;
Rossi, Paolo Giorgi .
ACTA DIABETOLOGICA, 2017, 54 (08) :785-794
[6]   Enhanced diabetes care to patients of south Asian ethnic origin (the United Kingdom Asian Diabetes Study): a cluster randomised controlled trial [J].
Bellary, S. ;
O'Hare, J. P. ;
Raymond, N. T. ;
Gumber, A. ;
Mughal, S. ;
Szczepura, A. ;
Kumar, S. ;
Barnett, A. H. .
LANCET, 2008, 371 (9626) :1769-1776
[7]   Improving management of type 2 diabetes in South Asian patients: a systematic review of intervention studies [J].
Bhurji, N. ;
Javer, J. ;
Gasevic, D. ;
Khan, N. A. .
BMJ OPEN, 2016, 6 (04)
[8]  
Burke SD, 2014, DIABET METAB SYND OB, V7, P45, DOI 10.2147/DMSO.S40036
[9]   Glycemic Targets: Standards of Medical Care in Diabetes-2019 [J].
Cefalu, William T. ;
Berg, Erika Gebel ;
Saraco, Mindy ;
Petersen, Matthew P. ;
Uelmen, Sacha ;
Robinson, Shamera .
DIABETES CARE, 2019, 42 :S61-S70
[10]   Sex Differences in Glucose and Fatty Acid Metabolism in Asians Who Are Nonobese [J].
Chan, Zhiling ;
Chooi, Yu Chung ;
Ding, Cherlyn ;
Choo, John ;
Sadananthan, Suresh Anand ;
Michael, Navin ;
Velan, S. Sendhil ;
Leow, Melvin ;
Magkos, Faidon .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2019, 104 (01) :127-136