ArticleThe Journal of clinical endocrinology and metabolism2021
Fasting Glucose Variation Predicts Microvascular Risk in ACCORD and VADT.
Article in The Journal of clinical endocrinology and metabolism, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 22 citations in OpenAlex.
- Trained immunity: New insights into pathogenesis and therapeutic targets in diabetes and diabetic complications.Genes & diseases · 2026Review
- Risk Factors for Diabetic Retinopathy Change With Diabetes Duration: Synergistic Effect of Long Duration and Anemia.Journal of diabetes research · 2026Article
- Prognostic effects of glycaemic variability on diastolic heart failure and type 2 diabetes mellitus: insights and 1-year mortality machine learning prediction model.Diabetology & metabolic syndrome · 2024Article
- The influence of insulin on diabetic retinopathy and retinal vessel parameters in diabetes.Diabetology & metabolic syndrome · 2024Article
- Current landscape and comprehensive management of glycemic variability in diabetic retinopathy.Journal of translational medicine · 2024Review
- Diabetes and Heart Failure: A Literature Review, Reflection and Outlook.Biomedicines · 2024Review
- Association of Both Short-term and Long-term Glycemic Variability With the Development of Microalbuminuria in the ACCORD Trial.Diabetes · 2023Article
- Article
- Oscillating Glucose Induces the Increase in Inflammatory Stress through Ninjurin-1 Up-Regulation and Stimulation of Transport Proteins in Human Endothelial Cells.Biomolecules · 2023Article
- HbA1c Variability and Cardiovascular Events in Patients with Prostate Cancer Receiving Androgen Deprivation Therapy.European urology open science · 2023Article
- Heterogeneous treatment effects of intensive glycemic control on major adverse cardiovascular events in the ACCORD and VADT trials: a machine-learning analysis.Cardiovascular diabetology · 2022Article
- GWAS of longitudinal trajectories at biobank scale.American journal of human genetics · 2022Article
- Long-term HbA1c variability and the development and progression of diabetic retinopathy in subjects with type 2 diabetes.Scientific reports · 2021Article
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
Abstract
aimsThe association of glycemic variability with microvascular disease complications in type 2 diabetes (T2D) has been under-studied and remains unclear. We investigated this relationship using both Action to Control Cardiovascular Risk in Diabetes (ACCORD) and the Veteran Affairs Diabetes Trial (VADT).
methodsIn ACCORD, fasting plasma glucose (FPG) was measured 1 to 3 times/year for up to 84 months in 10 251 individuals. In the VADT, FPG was measured every 3 months for up to 87 months in 1791 individuals. Variability measures included coefficient of variation (CV) and average real variability (ARV) for fasting glucose. The primary composite outcome was time to either severe nephropathy or retinopathy event and secondary outcomes included each outcome individually. To assess the association, we considered variability measures as time-dependent covariates in Cox proportional hazard models. We conducted a meta-analysis across the 2 trials to estimate the risk of fasting glucose variability as well as to assess the heterogenous effects of FPG variability across treatment arms.
resultsIn both ACCORD and the VADT, the CV and ARV of FPG were associated with development of future microvascular outcomes even after adjusting for other risk factors, including measures of average glycemic control (ie, cumulative average of HbA1c). Meta-analyses of these 2 trials confirmed these findings and indicated FPG variation may be more harmful in those with less intensive glucose control.
conclusionsThis post hoc analysis indicates that variability of FPG plays a role in, and/or is an independent and readily available marker of, development of microvascular complications in T2D.
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