ArticleJAMA cardiology2023
Cost-effectiveness of Sodium-Glucose Cotransporter-2 Inhibitors for the Treatment of Heart Failure With Preserved Ejection Fraction.
Article in JAMA cardiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 4 of them syntheses 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
30 citing papers in PubMed, 4 syntheses or guidelines pooled it, 55 citations in OpenAlex.
- Cost-Effectiveness of Sodium-Glucose Co-Transporter-2 Inhibitors and Angiotensin Receptor-Neprilysin Inhibitors by Ejection Fraction and Drug Pricing in the United States: A Systematic Review.Circulation. Population health and outcomes · 2026Pooled it
- 2026 AHA/ACC/ADA/ASN Guideline for the Prevention, Detection, Evaluation, and Management of Cardiovascular-Kidney-Metabolic Syndrome: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines.Journal of the American College of Cardiology · 2026Guideline
- Prognostic models for patients suffering a heart failure with a preserved ejection fraction: a systematic review.ESC heart failure · 2024Pooled it
- Cost-effectiveness of empagliflozin for the treatment of heart failure: a systematic review.Frontiers in pharmacology · 2023Pooled it
- Rationale and Design of the Cooperative Program for ImpLementation of Optimal Therapy in Heart Failure.Clinical cardiology · 2026Trial
- Improving therapeutic outcomes in heart failure with reduced nonvalvular ejection fraction: A clinical study of heart failure education intervention.Clinical cardiology · 2024Trial
- Economic Modeling Analysis of an Intensive GDMT Optimization Program in Hospitalized Heart Failure Patients.Circulation. Heart failure · 2023Trial
- Exploration of the Pathogenesis and Treatment of Heart Failure.Reviews in cardiovascular medicine · 2026Review
- Role of Inflammatory Biomarkers in Peripheral Arterial Disease: A Comprehensive Review of Prognostic and Therapeutic Implications.Biomolecules · 2026Review
- Mechanisms and Therapeutic Potential of Sodium-Glucose Cotransporter 2 Inhibitors in Heart Failure.Reviews in cardiovascular medicine · 2026Review
- Validation of a De Novo Health Economic Model for Finerenone in Heart Failure with Left Ventricular Ejection Fraction ≥40.Journal of market access & health policy · 2026Article
- Initiation and sequencing of guideline-directed medical therapy for heart failure across the ejection fraction spectrum.Heart failure reviews · 2025Review
- 2025 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association.Circulation · 2025Review
- Reply: Withdrawal of Cardioprotective Therapy Following Improvement in Cancer Therapeutics-Related Cardiac Dysfunction.JACC. CardioOncology · 2025Article
- Recent advances in mineralocorticoid receptor antagonists for heart failure with preserved ejection fraction: focus on finerenone in the era of sodium-glucose cotransporter-2 inhibitors and glucagon-like peptide-1 receptor agonists.Frontiers in pharmacology · 2025Review
- Economic Evaluation of Sodium-Glucose Cotransporter-2 Inhibitors in Patients with Heart Failure with Preserved or Mildly Reduced Ejection Fraction: A Systematic Review.Medical journal of the Islamic Republic of Iran · 2025Review
- Effectiveness and mechanisms of sodium-dependent glucose transporter 2 inhibitors in type 2 diabetes and heart failure patients.World journal of cardiology · 2024Article
- Applications of SGLT2 inhibitors beyond glycaemic control.Nature reviews. Nephrology · 2024Review
- The Impact of the Withdrawal of SGLT2 Inhibitors on Clinical Outcomes in Patients with Heart Failure.Journal of clinical medicine · 2024Article
- Cardiovascular Disease Management With Sodium-Glucose Cotransporter-2 Inhibitors in Patients With Type 2 Diabetes: A Cardiology Primer.Texas Heart Institute journal · 2024Review
Corrections and comments
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Authors and funding
8 authors at 6 institutions in 1 country.
Funding
Abstract
Importance: Adding a sodium-glucose cotransporter-2 inhibitor (SGLT2-I) to standard-of-care treatment in patients with heart failure with preserved ejection fraction (HFpEF) reduces the risk of a composite outcome of worsening heart failure or cardiovascular mortality, but the cost-effectiveness in US patients with HFpEF is uncertain. Objective: To evaluate the lifetime cost-effectiveness of standard therapy plus an SGLT2-I compared with standard therapy in individuals with HFpEF. Design, Setting, and Participants: In this economic evaluation conducted from September 8, 2021, to December 12, 2022, a state-transition Markov model simulated monthly health outcomes and direct medical costs. Input parameters including hospitalization rates, mortality rates, costs, and utilities were extracted from HFpEF trials, published literature, and publicly available data sets. The base-case annual cost of SGLT2-I was $4506. A simulated cohort with similar characteristics as participants of the Empagliflozin in Heart Failure With a Preserved Ejection Fraction (EMPEROR-Preserved) and Dapagliflozin in Heart Failure With Mildly Reduced or Preserved Ejection Fraction (DELIVER) trials was used. Exposures: Standard of care plus SGLT2-I vs standard of care. Main Outcomes and Measures: The model simulated hospitalizations, urgent care visits, and cardiovascular and noncardiovascular death. Future medical costs and benefits were discounted by 3% per year. Main outcomes were quality-adjusted life-years (QALYs), direct medical costs (2022 US dollars), and incremental cost-effectiveness ratio (ICER) of SGLT2-I therapy from a US health care sector perspective. The ICER of SGLT2-I therapy was evaluated according to the American College of Cardiology/American Heart Association value framework (high value: <$50 000; intermediate value: $50 000 to <$150 000; and low value: ≥$150 000). Results: The simulated cohort had a mean (SD) age of 71.7 (9.5) years and 6828 of 12 251 participants (55.7%) were male. Standard of care plus SGLT2-I increased quality-adjusted survival by 0.19 QALYs at an increased cost of $26 300 compared with standard of care. The resulting ICER was $141 200 per QALY gained, with 59.1% of 1000 probabilistic iterations indicating intermediate value and 40.9% indicating low value. The ICER was most sensitive to SGLT2-I costs and effect of SGLT2-I therapy on cardiovascular death (eg, increasing to $373 400 per QALY gained if SGLT2-I therapy was assumed to have no effect on mortality). Conclusions and Relevance: Results of this economic evaluation suggest that at 2022 drug prices, adding an SGLT2-I to standard of care was of intermediate or low economic value compared with standard of care in US adults with HFpEF. Efforts to expand access to SGLT2-I for individuals with HFpEF should be coupled with efforts to lower the cost of SGLT2-I therapy.
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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.