Observational studyJournal of diabetes investigation2021
Impaired insulin secretion predicting unstable glycemic variability and time below range in type 2 diabetes patients regardless of glycated hemoglobin or diabetes treatment.
Observational study in Journal of diabetes investigation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 18 citations in OpenAlex.
- Impact of endogenous insulin secretion on the improvement of glucose variability in Japanese patients with type 2 diabetes treated with canagliflozin plus teneligliptin.Journal of diabetes investigation · 2021Trial
- Continuous glucose monitoring-based evaluation of percentage coefficient of variation (%CV) as a metric of intraday glycemic variability in South India.Scientific reports · 2026Article
- Advances in continuous glucose monitoring and their impact on glycemic control in diabetes.Journal of diabetes investigation · 2026Article
- Perception of hyper-/hypoglycemia and its related factors in type 2 diabetes: a continuous glucose monitoring-based prospective observational study.Diabetology international · 2025Article
- Time Below Range and Its Influence on Hypoglycemia Awareness and Severe Hypoglycemia: Insights From the Association of British Clinical Diabetologists Study.Diabetes care · 2025Article
- Clinical Utility of Serum C-Peptide Concentration for Hospitalized Patients with Hyperglycemia.Diabetes technology & therapeutics · 2025Article
- Associations between time in range and insulin secretory capacity in Japanese patients with type 2 diabetes.Scientific reports · 2024Article
- Impaired insulin secretion and related factors in East Asian individuals.Journal of diabetes investigation · 2022Article
- Analysis of detrended fluctuation function derived from continuous glucose monitoring may assist in distinguishing latent autoimmune diabetes in adults from T2DM.Frontiers in endocrinology · 2022Article
- Impaired insulin secretion predicting unstable glycemic variability and time below range in type 2 diabetes patients regardless of glycated hemoglobin or diabetes treatment.Journal of diabetes investigation · 2021Observational
- Log-linear relationship between endogenous insulin secretion and glycemic variability in patients with type 2 diabetes on continuous glucose monitoring.Scientific reports · 2021Observational
- The association between hypoglycemia and glycemic variability in elderly patients with type 2 diabetes: a prospective observational study.Diabetology & metabolic syndrome · 2021Article
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
AIMS/
introductionTo identify the coefficient of variation (CV) threshold for unstable glucose variability (GV) and hypoglycemia, and to characterize a patient population with unstable GV and hypoglycemia. MATERIALS AND
methodsThis was an observational study that enrolled 284 Japanese outpatients with type 2 diabetes who underwent continuous glucose monitoring. The C-peptide index (CPI = [(fasting serum C-peptide) / (plasma glucose)] × 100) was used as a marker of endogenous insulin secretion. The CV threshold between stable and unstable GV was defined as the upper limit of the CV distribution in the subgroup of patients who did not receive insulin nor insulin secretagogues (relatively stable GV subgroup, n = 104). The optimal CV range corresponding to time below target range ≥4% was determined for all patients using receiver operating characteristic curve analysis. Various characteristics of patients with unstable GV and hypoglycemia were extracted using multivariate logistic regression analysis.
resultsThe upper limit of the CV in the relatively stable GV subgroup was 40. The optimal CV range corresponding to time below target range ≥4% was also defined as CV ≥40 (area under the curve 0.85) for all patients. The CPI was an independent risk for CV ≥40 (odds ratio 0.17, 95% confidence interval 0.04-0.50, P < 0.01). The optimal cut-off point for CPI to predict a CV cut-off value of 40 was equivalent to 0.81 (area under the curve 0.80).
conclusionsA CV of 40 discriminates unstable GV and hypoglycemia from stable GV in Japanese outpatients with type 2 diabetes. Impaired insulin secretion might affect the stability of GV.
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