ArticleCirculation. Heart failure2024
Metabolic Effects of the SGLT2 Inhibitor Dapagliflozin in Heart Failure Across the Spectrum of Ejection Fraction.
Article in Circulation. Heart failure, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It reports registered trial NCT02653482. Cited by 25 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.
Dapagliflozin Effect on Symptoms and Biomarkers in Patients With Heart Failure
Effects of Dapagliflozin on Biomarkers, Symptoms and Functional Status in Patients With PRESERVED Ejection Fraction Heart Failure
Who cites it
25 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Efficacy and safety of empagliflozin for the acute myocardial infarction: a systematic review and meta-analysis of randomized controlled trials.Annals of medicine · 2025Pooled it
- Crossover Trial of Exogenous Ketones on Cardiometabolic Endpoints in Heart Failure With Preserved Ejection Fraction.JACC. Heart failure · 2025Trial
- Roles of inflammation and metabolic dysfunction in cardiovascular diseases: molecular mechanisms and therapeutic targets.Molecular biomedicine · 2026Review
- Article
- Beyond eGFR and Albuminuria: Biological Pathways and Multiomics in Cardiovascular-Kidney-Metabolic Disease.Kidney international reports · 2026Review
- Sarcopenia and Its Associated Metabolic Profile Predict Incident Heart Failure: A Prospective Cohort Study of 267 335 Adults in the UK Biobank.Journal of the American Heart Association · 2026Article
- Ketone Body Metabolism and Sodium Glucose Cotransporter 2 Inhibitor Response in Heart Failure With Ischemic Cause: A Precision Medicine Approach Using Metabolomics Integration With Global Burden of Disease Population Data Across Diverse Genetic Backgrounds.Journal of the American Heart Association · 2026Article
- Differential metabolomic prediction of outcomes in HFpEF and HFrEF: a prospective international multi-ethnic cohort study.Cardiovascular research · 2026Article
- Metabolic Dysfunction-Associated Steatotic Liver Disease as a Systemic Driver of Heart Failure With Preserved Ejection Fraction: Mechanistic Insights and Emerging Therapeutic Perspectives.Reviews in cardiovascular medicine · 2026Review
- Prognostic Impact of Elevated Pulmonary Vascular Resistance in Group 2 Pulmonary Hypertension: Insights From a Japanese Multicenter Registry.Journal of the American Heart Association · 2026Article
- Sweet relief: exploring mechanisms and therapeutic approaches of sodium-glucose cotransporter-2 inhibitors in cardiovascular-kidney metabolic syndrome.Cardiovascular diabetology · 2026Review
- The Use of Metabolomes in Risk Stratification of Patients with Heart Failure: A Scoping Review.Life (Basel, Switzerland) · 2026Review
- Effect of the sodium glucose transporter-2 inhibitor dapagliflozin on urine and blood biomarkers in dogs with heart disease.Journal of veterinary internal medicine · 2026Article
- Use of SGLT2 (Sodium-Glucose Cotransporter 2) Inhibitors in Pulmonary Hypertension.Circulation. Heart failure · 2026Review
- Metabolic remodeling and cardiac functional adaptation mediated by dapagliflozin in patients with acute heart failure: a retrospective cohort study.Frontiers in pharmacology · 2026Article
- Role of Gut Microbiota in Diabetic HFpEF: Mechanisms and Therapeutic Implications.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Review
- Heart Failure in the Modern Era: A Narrative Overview of Recent Research from 2022-2025.Journal of cardiovascular development and disease · 2025Review
- Immunometabolism in heart failure.Nature reviews. Cardiology · 2025Review
- Cardiac intermediary metabolism in heart failure: substrate use, signalling roles and therapeutic targets.Nature reviews. Cardiology · 2025Review
- Therapeutic Implications of ErbB Pathway Modification in Heart Failure with Reduced Ejection Fraction.JACC. Basic to translational science · 2025Article
Corrections and comments
- Commented on by
Authors and funding
24 authors.
Funding
Abstract
backgroundMechanisms of benefit with SGLT2is (sodium-glucose cotransporter-2 inhibitors) in heart failure (HF) remain incompletely characterized. Dapagliflozin alters ketone and fatty acid metabolism in HF with reduced ejection fraction though similar effects have not been observed in HF with preserved ejection fraction. We explore whether metabolic effects of SGLT2is vary across the left ventricular ejection fraction spectrum and their relationship with cardiometabolic end points in 2 randomized trials of dapagliflozin in HF.
methodsMetabolomic profiling of 61 metabolites was performed in 527 participants from DEFINE-HF (Dapagliflozin Effects on Biomarkers, Symptoms and Functional Status in Patients With HF With Reduced Ejection Fraction) and PRESERVED-HF (Dapagliflozin in PRESERVED Ejection Fraction HF; 12-week, placebo-controlled trials of dapagliflozin in HF with reduced ejection fraction and HF with preserved ejection fraction, respectively). Linear regression was used to assess changes in principal components analysis-defined metabolite factors with treatment from baseline to 12 weeks, as well as the relationship between changes in metabolite clusters and HF-related end points.
resultsThe mean age was 66±11 years, 43% were female, and 33% were self-identified as Black. Two principal components analysis-derived metabolite factors (which were comprised of ketone and short-/medium-chain acylcarnitines) increased with dapagliflozin compared with placebo. Ketosis (defined as 3-hydroxybutyrate >500 μM) was achieved in 4.5% with dapagliflozin versus 1.2% with placebo (
conclusionsSGLT2is demonstrate common (fatty acid) and distinct (ketogenic) metabolic signatures across the LVEF spectrum. Changes in key pathways related to fatty acid and amino acid metabolism are associated with HF-related end points and may serve as therapeutic targets across HF subtypes. REGISTRATION: URL: https://www.clinicaltrials.gov; Unique Identifiers: NCT03030235 and NCT02653482.
Indexed as
Identifiers
What Socratic 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 Socratic graph.