Dataset Information

A Real-World Observational Study Evaluating the Probability of Glycemic Control with Basal Insulin or Glucagon-Like Peptide-1 Receptor Agonist in Japanese Patients with Type 2 Diabetes.

ABSTRACT:

Introduction

The effectiveness of basal insulin (BI) or glucagon-like peptide-1 receptor agonists (GLP-1 RAs) in providing glycemic control in patients with type 2 diabetes (T2D) in Japanese routine practice is not well known. This real-world observational study evaluated the probability of achieving glycemic control in Japanese patients with T2D uncontrolled by oral antidiabetic drugs (OADs) who initiated BI or GLP-1 RA therapy.

Methods

Patients with T2D aged ??18 years initiating BI or GLP-1 RA therapy following treatment with OADs were selected from real-world data (RWD) retrieved from a large electronic medical record database in Japan, using data from 01 January 2010 to 30 June 2019. Patients were required to have glycated hemoglobin (HbA1c) ??7% within 90 days prior to the first prescription of BI or GLP-1 RA. The probability of reaching first HbA1c ResultsMean (standard deviation) baseline HbA1c was 9.4% (1.8%) and 8.8% (1.4%) in patients initiating BI or GLP-1 RA therapy, respectively. The cumulative probability of achieving glycemic control was 50.1% with BI and 60.3% with GLP-1 RA therapy, respectively, at 12 months, and 60.8% and 66.6%, respectively, at 24 months. Quarterly (3-month intervals) conditional probabilities of achieving glycemic control decreased over time and were ConclusionAmong Japanese patients with T2D who initiated BI or GLP-1 RA therapy after treatment with OADs, the probability of reaching first glycemic control diminished over time. Further therapy intensification is warranted in patients who do not achieve glycemic control within 6-12 months with BI or GLP-1 RA, particularly those with high HbA1c or taking multiple OADs.

SUBMITTER: Baxter M

PROVIDER: S-EPMC7324466 | biostudies-literature | 2020 Jul

REPOSITORIES: biostudies-literature

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Publications

A Real-World Observational Study Evaluating the Probability of Glycemic Control with Basal Insulin or Glucagon-Like Peptide-1 Receptor Agonist in Japanese Patients with Type 2 Diabetes.

Baxter Mike M Morimoto Yukiko Y Tamiwa Masami M Hattori Masakatsu M Peng Xuejun Victor XV Lubwama Robert R Maegawa Hiroshi H

Diabetes therapy : research, treatment and education of diabetes and related disorders 20200522 7

<h4>Introduction</h4>The effectiveness of basal insulin (BI) or glucagon-like peptide-1 receptor agonists (GLP-1 RAs) in providing glycemic control in patients with type 2 diabetes (T2D) in Japanese routine practice is not well known. This real-world observational study evaluated the probability of achieving glycemic control in Japanese patients with T2D uncontrolled by oral antidiabetic drugs (OADs) who initiated BI or GLP-1 RA therapy.<h4>Methods</h4>Patients with T2D aged ≥ 18 years initiatin ...[more]

PMID: 32445125

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Project description:IntroductionBasal-bolus (BB) and premixed insulin regimens may lower fasting plasma glucose (FPG) and postprandial plasma glucose (PPG), but are complex to use and associated with weight gain and hypoglycaemia. Although randomized controlled trials and prospective observational studies in insulin-naïve Japanese patients with type 2 diabetes (T2D) inadequately controlled with oral antidiabetic drugs (OADs) initiating these regimens have been conducted, real-world data are lacking. This study describes the characteristics of patients initiating these regimens in routine clinical practice and identifies the course and outcomes of therapy in the year following initiation.MethodsAdults with T2D initiating BB or premixed regimens following OAD therapies held in a Japanese electronic medical record database were identified (2010-2019). Subcohorts were determined by treatment changes during ≤ 12 months of follow-up (no change, intensified, switched, discontinued). Outcomes included change in glycated haemoglobin levels (HbA1c), probability of first reaching HbA1c < 7% (stratified by baseline OAD number, HbA1c and age), and hypoglycaemia incidence.ResultsThe main cohorts comprised 1315 BB and 1195 premixed therapy initiators. Most individuals (67.9%) initiated BB as inpatients; 50.8% switched at a mean of 47.6 days. Mean HbA1c lowering was - 2.5% for BB and - 1.4% for premixed regimens (no change cohorts). Overall, a greater proportion achieved HbA1c < 7% if they were (at baseline) taking fewer OADs, in a lower HbA1c category, and aged ≥ 65 years. Hypoglycaemia incidence (< 70 mg/dl) was higher with BB than premixed regimens and lower in patients aged < 65 years.ConclusionGreater HbA1c reductions, but a higher incidence of hypoglycaemia, were reported with BB versus premixed regimens, while both cohorts demonstrated clinically meaningful reductions in HbA1c during follow-up. After initiation, most premixed regimens remained unchanged, whereas switches from BB to less intensive regimens were numerous, in accordance with the use of BB for a limited duration to improve FPG and PPG control.

Project description:INTRODUCTION:The stable, ultra-long duration of action of insulin degludec (degludec) minimizes fluctuations in glucose-lowering activity over the daily (24-h) dosing period, and comparative studies with other basal insulins suggest that these properties translate into a lower risk of hypoglycemia at equivalent levels of glycemic control. Results from the real-world European multicenter, retrospective chart review study of 2550 patients with type 1 and type 2 diabetes (T1D and T2D) in routine clinical care EU-TREAT (NCT02662114) showed that patients benefited from improved glycemic control and significantly reduced rates of hypoglycemia following a switch to degludec. METHODS:In this post hoc analysis, EU-TREAT patients were stratified into good (≤ 7.5% HbA1c), intermediate (> 7.5 to ≤ 8.5% HbA1c), and poor (> 8.5% HbA1c) glycemic control at baseline to investigate the possibility of differential benefits, either improved control or reduced risk of hypoglycemia, whichever the need. Changes in HbA1c, overall hypoglycemia, and total insulin dose from baseline to 6 and 12 months follow-up were assessed for each group. RESULTS:For both T1D and T2D patients, those in good initial control experienced significant reductions in rates of hypoglycemia and total insulin dose following the switch, without compromising control. Those in poor initial control achieved significant improvements in HbA1c with no change in rates of hypoglycemia or total insulin dose. CONCLUSION:This analysis expands the findings of EU-TREAT by showing differential changes in the clinical endpoints depending on particular need. It introduces the possibility that the differential benefits of degludec could address two of the renowned clinical challenges faced when treating diabetes: improving glycemic control for optimal management of T1D and titrating insulin dose in T2D, both without fear of increased hypoglycemia. TRIAL REGISTRATION:ClinicalTrials.gov, NCT02662114. FUNDING:Novo Nordisk A/S.

Project description:BackgroundDigital 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.ObjectiveThis 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.MethodsWe 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 A1c (HbA1c). 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 HbA1c, FBG, and PPBG levels.ResultsAt the end of 16 weeks, the average change in HbA1c was -0.49% (n=102; 95% CI -0.73 to 0.25; P<.001). Of all the patients, 63.7% (65/102) had improved HbA1c 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/m2 (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 HbA1c, FBG, and PPBG levels as the program engagement increased. Patients in the highest tertile of program engagement had a significantly higher reduction in HbA1c (-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.ConclusionsThe use of the Wellthy CARE digital therapeutic for patients with T2D showed a significant reduction in the levels of HbA1c, 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.

Dataset Information

A Real-World Observational Study Evaluating the Probability of Glycemic Control with Basal Insulin or Glucagon-Like Peptide-1 Receptor Agonist in Japanese Patients with Type 2 Diabetes.

Introduction

Methods

Publications

A Real-World Observational Study Evaluating the Probability of Glycemic Control with Basal Insulin or Glucagon-Like Peptide-1 Receptor Agonist in Japanese Patients with Type 2 Diabetes.

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