ReviewDiabetologia2022
Metabolic, structural and biochemical changes in diabetes and the development of heart failure.
Review in Diabetologia, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
42 citing papers in PubMed, 1 synthesis or guideline pooled it, 74 citations in OpenAlex.
- Investigating the biomarkers of diabetic-cardiomyopathy with the high mobility group box-1 as a potential anti-inflammatory therapeutic target: Systematic Review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Biologics for cardiovascular diseases: from bench to bedside.Signal transduction and targeted therapy · 2026Review
- Reperfusion‑targeted AnxA1sp restores mitochondrial resilience through mitoKATP activation to limit diabetic myocardial ischemia‑reperfusion injury.Journal of translational medicine · 2026Article
- Subclinical Diastolic Indices in Children with Type 1 Diabetes: A Cross-Sectional Comparative Study from Northern Iran.International journal of endocrinology and metabolism · 2026Article
- Suboptimal lipid management is associated with subclinical left ventricular dysfunction in type 2 diabetes mellitus patients with preserved ejection fraction: a cardiac magnetic resonance feature-tracking study.BMC cardiovascular disorders · 2026Article
- Systemic effects of type 2 diabetes therapies: an integrated perspective on the cardio-renal- cerebral-metabolic axis.Frontiers in medicine · 2026Review
- Development and external validation of an explainable machine learning model for in-hospital mortality risk stratification in intensive care unit patients with heart failure.Frontiers in cardiovascular medicine · 2026Article
- The cholesterol, high-density lipoprotein, and glucose index as a metabolic-nutritional biomarker for risk stratification in hospitalized heart failure patients.Frontiers in nutrition · 2026Article
- Targeted metabolomics of postmortem human cardiac tissue using the Biocrates MxP Quant 500 kit.PloS one · 2026Article
- Cardiac and systemic biological age capture complementary aging signals associated with cardiovascular disease.Frontiers in cardiovascular medicine · 2026Article
- A Molecular Perspective on the Intricate Interplay Among Exosomes, Bioenergetic Metabolism, and the Pathogenesis of Diabetic Cardiomyopathy.Journal of cardiovascular translational research · 2025Review
- Calcium Signaling and Cardiac Adaptation to Stress: Focus on Pregnancy and Diabetes.Biomolecules · 2025Review
- A Human Engineered Heart Tissue-Derived Lipotoxic Diabetic Cardiomyopathy Model Revealed Early Benefits of Empagliflozin.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Cardiac substrate metabolism in type 2 diabetes.The Biochemical journal · 2025Review
- Effect of glycemic status on myocardial deformation and microvascular function in uncomplicated pediatric type 1 diabetes mellitus: cardiac magnetic resonance imaging.Cardiovascular diabetology · 2025Article
- Inflammatory markers link triglyceride-glucose index and obesity indicators with adverse cardiovascular events in patients with hypertension: insights from three cohorts.Cardiovascular diabetology · 2025Article
- Correlation between blood urea nitrogen/albumin levels and 30-day all-cause mortality in critically Ill patients with heart failure: a retrospective cohort study and predictive model development based on machine learning.Frontiers in cardiovascular medicine · 2025Article
- Diabetic cardiomyopathy and COVID-19: intersecting pathways and amplified cardiovascular risk.Frontiers in pharmacology · 2025Review
- Linking Estimated Glucose Disposal Rate to Major Adverse Cardio-Cerebrovascular Events in Populations With and Without Diabetes: A Systematic Review and Meta-Analysis.Clinical medicine insights. Endocrinology and diabetes · 2025Article
- A web-based dynamic nomogram for predicting readmission in patients with heart failure with preserved ejection fraction.Frontiers in cardiovascular medicine · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 1 institution in 1 country.
Funding
Abstract
Diabetes contributes to the development of heart failure through various metabolic, structural and biochemical changes. The presence of diabetes increases the risk for the development of cardiovascular disease (CVD), and since the introduction of cardiovascular outcome trials to test diabetic drugs, the importance of improving our understanding of the mechanisms by which diabetes increases the risk for heart failure has come under the spotlight. In addition to the coronary vasculature changes that predispose individuals with diabetes to coronary artery disease, diabetes can also lead to cardiac dysfunction independent of ischaemic heart disease. The hyperlipidaemic, hyperglycaemic and insulin resistant state of diabetes contributes to a perturbed energy metabolic milieu, whereby the heart increases its reliance on fatty acids and decreases glucose oxidative rates. In addition to changes in cardiac energy metabolism, extracellular matrix remodelling contributes to the development of cardiac fibrosis, and impairments in calcium handling result in cardiac contractile dysfunction. Lipotoxicity and glucotoxicity also contribute to impairments in vascular function, cardiac contractility, calcium signalling, oxidative stress, cardiac efficiency and lipoapoptosis. Lastly, changes in protein acetylation, protein methylation and DNA methylation contribute to a myriad of gene expression and protein activity changes. Altogether, these changes lead to decreased cardiac efficiency, increased vulnerability to an ischaemic insult and increased risk for the development of heart failure. This review explores the above mechanisms and the way in which they contribute to cardiac dysfunction in diabetes.
Indexed as
Identifiers
What OpenQuestion holds
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.