ArticleCardiovascular diabetology2022
HbA1c variability predicts cardiovascular complications in type 2 diabetes regardless of being at glycemic target.
Article in Cardiovascular diabetology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 7 of them syntheses that pooled it.
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Who cites it
48 citing papers in PubMed, 7 syntheses or guidelines pooled it, 72 citations in OpenAlex.
- Left Ventricular Global Longitudinal Strain as a Marker of Subclinical Myocardial Dysfunction in Youths With Type 1 Diabetes Mellitus: An Updated Systematic Review and Meta-Analysis.Diabetes/metabolism research and reviews · 2026Pooled it
- Pooled it
- HbA1c variability and risk of incident heart failure: A systematic review and meta-analysis.Biomolecules & biomedicine · 2025Pooled it
- Glycemic variability of glycated hemoglobin in patients with type 2 diabetes mellitus and the risk of cardiovascular diseases: a latest systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Pooled it
- Long-term HbA1c variability and macro-/micro-vascular complications in type 2 diabetes mellitus: a meta-analysis update.Acta diabetologica · 2023Pooled it
- Higher glucose fluctuation is associated with a higher risk of cardiovascular disease: Insights from pooled results among patients with diabetes.Journal of diabetes · 2023Pooled it
- Trial
- Hemoglobin A1c Variability Metrics Predict Coronary Artery Calcium and Cardiovascular Events in Type 1 Diabetes: The CACTI Study.The Journal of clinical endocrinology and metabolism · 2023Trial
- Beyond medication adherence: bisphenol exposure and its relationship with good glycemic control in type 2 diabetes.Acta diabetologica · 2026Article
- Application of GBD 2021 and multiple omics to reveal the association and potential mechanism between glycated hemoglobin and intervertebral disc degeneration.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Development of a biomarker-enhanced arterial age model for young-to-middle-aged adults with type 2 diabetes.Scientific reports · 2026Article
- Physiological Regulation of Nutritional and Metabolic Biomarkers in Obesity: Implications for Precision Nutrition.Nutrients · 2026Review
- Determinants of HbA1c Variability Across Clinical Subgroups: When the Same Value Does Not Reflect the Same Biological Risk.Medicina (Kaunas, Lithuania) · 2026Observational
- Estimating the Clinical, Quality-of-Life and Economic Impact of Optimized Management of Type 2 Diabetes Patients in Spain.Journal of clinical medicine · 2026Article
- Cardiorenal protective effects of dapagliflozin combined with valsartan in patients with type 2 diabetes mellitus and hypertension: a retrospective cohort study.Frontiers in endocrinology · 2026Article
- Glycemic variability and muscle loss in elderly type 2 diabetes: insights from continuous glucose monitoring and chest CT in 303 patients.Frontiers in endocrinology · 2026Article
- Comparable performance of 1,5-anhydroglucitol and continuous glucose monitoring in detecting subclinical atherosclerosis in elderly patients with type 2 diabetes.Cardiovascular diabetology · 2025Article
- A glucose time in range of 70% attenuates the senescence-inducing and pro-inflammatory effects of hyperglycemia.Cardiovascular diabetology · 2025Article
- Interplay of glycated hemoglobin and traditional risk factors for the risk of atherosclerotic cardiovascular disease and all-cause mortality in people without diabetes.Cardiovascular diabetology · 2025Observational
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundHbA1c variability has emerged as risk factor for cardiovascular diseases in diabetes. However, the impact of HbA1c variability on cardiovascular diseases in subjects within the recommended HbA1c target has been relatively unexplored.
methodsUsing data from a large database, we studied 101,533 people with type 2 diabetes without cardiovascular diseases. HbA1c variability was expressed as quartiles of the standard deviation of HbA1c during three years (exposure phase). The primary composite outcome included non-fatal myocardial infarction, non-fatal stroke, all-cause mortality and was assessed during five years following the first three years of exposure to HbA1c variability (longitudinal phase). An expanded composite outcome including non-fatal myocardial infarction, non-fatal stroke, coronary revascularization/reperfusion procedures, peripheral revascularization procedures, and all-cause mortality was also considered, as well as a series of specific cardiovascular complications. Cox models were adjusted for a large range of risk factors and results were expressed as adjusted hazard ratios.
resultsAn association between HbA1c variability and all the outcomes considered was found. The correlation between HbA1c variability and cardiovascular complications development was confirmed in both the subgroups of subjects with a mean HbA1c ≤ 53 mmol/mol (recommended HbA1c target) or > 53 mmol/mol during the exposure phase. The risk related to HbA1c variability was higher in people with mean HbA1c ≤ 53 mmol/mol for the primary outcome (p for interaction 0.004), for the expanded secondary outcome (p for interaction 0.001) and for the stroke (p for interaction 0.001), even though HbA1c remained at the target during the follow-up.
conclusionsThese findings suggest that HbA1c variability may provide additional information for an optimized management of diabetes, particularly in people within the target of HbA1c.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.