ArticleDiabetologia2018
Glucose patterns during an oral glucose tolerance test and associations with future diabetes, cardiovascular disease and all-cause mortality rate.
Article in Diabetologia, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 1 of them a synthesis that pooled it.
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34 citing papers in PubMed, 1 synthesis or guideline pooled it, 60 citations in OpenAlex.
- Effects of Interrupting Prolonged Sitting with Physical Activity Breaks on Blood Glucose, Insulin and Triacylglycerol Measures: A Systematic Review and Meta-analysis.Sports medicine (Auckland, N.Z.) · 2020Pooled it
- Time to Peak Glucose and Peak C-Peptide During the Progression to Type 1 Diabetes in the Diabetes Prevention Trial and TrialNet Cohorts.Diabetes care · 2021Trial
- Use of continuous glucose monitoring to stratify individuals without diabetes.Communications medicine · 2026Article
- Article
- Prediction of metabolic subphenotypes of type 2 diabetes via continuous glucose monitoring and machine learning.Nature biomedical engineering · 2025Article
- Association of Low-Attenuation Plaque with Impaired Glucose Tolerance and Type 2 Diabetes Mellitus in Patients with Suspected Coronary Artery Disease.Biomedicines · 2024Article
- The relationship between glucose patterns in OGTT and adverse pregnancy outcomes in twin pregnancies.Journal of diabetes · 2024Article
- Predicting Type 2 Diabetes Metabolic Phenotypes Using Continuous Glucose Monitoring and a Machine Learning Framework.medRxiv : the preprint server for health sciences · 2024Article
- Characteristics and Risk of Diabetes in People With Rare Glucose Response Curve During an Oral Glucose Tolerance Test.The Journal of clinical endocrinology and metabolism · 2024Article
- Surrogate indices of insulin resistance using the Matsuda index as reference in adult men-a computational approach.Frontiers in endocrinology · 2024Article
- Is glucose pattern of OGTT associated with late-onset gestational diabetes and adverse pregnant outcomes?Annals of medicine · 2023Article
- No Indices of Increased Type 2 Diabetes Risk in Individuals with Reactive Postprandial Hypoglycemia.Metabolites · 2022Article
- Diabetic family history in young Japanese persons with normal glucose tolerance associates with k-means clustering of glucose response to oral glucose load, insulinogenic index and Matsuda index.Metabolism open · 2022Article
- Mechanistic Insights Into the Heterogeneity of Glucose Response Classes in Youths With Obesity: A Latent Class Trajectory Approach.Diabetes care · 2022Article
- Article
- The characteristics of postprandial glycemic response patterns to white rice and glucose in healthy adults: Identifying subgroups by clustering analysis.Frontiers in nutrition · 2022Article
- Measuring Postprandial Metabolic Flexibility to Assess Metabolic Health and Disease.The Journal of nutrition · 2021Article
- How Can We Adopt the Glucose Tolerance Test to Facilitate Predicting Pregnancy Outcome in Gestational Diabetes Mellitus?Endocrinology and metabolism (Seoul, Korea) · 2021Article
- Waist-to-height ratio and metabolic phenotype compared to the Matsuda index for the prediction of insulin resistance.Scientific reports · 2021Article
- Review of methods for detecting glycemic disorders.Diabetes research and clinical practice · 2020Review
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Authors and funding
6 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aims/hypothesisIn addition to blood glucose concentrations measured in the fasting state and 2 h after an OGTT, intermediate measures during an OGTT may provide additional information regarding a person's risk of future diabetes and cardiovascular disease (CVD). First, we aimed to characterise heterogeneity of glycaemic patterns based on three time points during an OGTT. Second, we compared the incidences of diabetes and CVD and all-cause mortality rates among those with different patterns.
methodsOur cohort study included 5861 participants without diabetes at baseline from the Danish Inter99 study. At baseline, all participants underwent an OGTT with measurements of plasma glucose levels at 0, 30 and 120 min. Latent class mixed-effects models were fitted to identify distinct patterns of glycaemic response during the OGTT. Information regarding incident diabetes, CVD and all-cause mortality rates during a median follow-up time of 11, 12 and 13 years, respectively, was extracted from national registers. Cox proportional hazard models with adjustment for several cardiometabolic risk factors were used to compare the risk of diabetes, CVD and all-cause mortality among individuals in the different latent classes.
resultsFour distinct glucose patterns during the OGTT were identified. One pattern was characterised by high 30 min but low 2 h glucose values. Participants with this pattern had an increased risk of developing diabetes compared with participants with lower 30 min and 2 h glucose levels (HR 4.1 [95% CI 2.2, 7.6]) and participants with higher 2 h but lower 30 min glucose levels (HR 1.5 [95% CI 1.0, 2.2]). Furthermore, the all-cause mortality rate differed between the groups with significantly higher rates in the two groups with elevated 30 min glucose. Only small non-significant differences in risk of future CVD were observed across latent classes after confounder adjustment. CONCLUSIONS/
interpretationElevated 30 min glucose is associated with increased risk of diabetes and all-cause mortality rate independent of fasting and 2 h glucose levels. Therefore, subgroups at high risk may not be revealed when considering only fasting and 2 h glucose levels during an OGTT.
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