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Novel Trial Designs in Heart Failure: Using Digital Health Tools to Increase Pragmatism

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Abstract

Purpose of Review

Heart failure is an important clinical and public health issue. There is an urgent need to improve the efficiency of clinical trials in heart failure to rapidly identify new therapies and evidence-based implementation strategies for currently existing therapies. Electronic health (eHealth) platforms and digital health tools are being integrated into heart failure care. In this manuscript, we review opportunities to use these tools to potentially improve the design of and reduce the complexity of clinical trials in heart failure.

Recent Findings

The PRECIS-2 tool outlines clinical trial design domains that are targets for pragmatism. We believe incorporating pragmatic design elements with the aid of eHealth platforms and digital health tools into clinical trials may help address the current complexity of clinical trials in heart failure and improve efficiency. In the manuscript, we provide examples from recent clinical trials across clinical trial design domains.

Summary

We believe the current adoption of eHealth platforms and digital health tools is an opportunity improve the design of heart failure clinical trials. We specifically believe these tools can enhance pragmatism in clinical trials and reduce delays in generating high-quality evidence for new heart failure therapeutics.

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References

Papers of particular interest, published recently, have been highlighted as: • Of importance

  1. Roger VL. Epidemiology of heart failure. Circ Res. 2021;128(10):1421–34.

    Article  CAS  PubMed  Google Scholar 

  2. Savarese G, et al. Global burden of heart failure: a comprehensive and updated review of epidemiology. Cardiovasc Res. 2023;118(17):3272–87.

    Article  PubMed  Google Scholar 

  3. Lund LH, Oldgren J, James S. Registry-based pragmatic trials in heart failure: current experience and future directions. Curr Heart Fail Rep. 2017;14(2):59–70.

    Article  PubMed  PubMed Central  Google Scholar 

  4. O’Connor CM, et al. Improving heart failure therapeutics development in the United States: the heart failure collaboratory. J Am Coll Cardiol. 2018;71(4):443–53.

    Article  PubMed  Google Scholar 

  5. • Haywood HB, et al. The Promise and Risks of mHealth in Heart Failure Care. J Card Fail. 2023;29(9):1298–310. https://doi.org/10.1016/j.cardfail.2023.07.005. This contemporary review provides additional information on the use of eHealth platforms and digital health tools in heart failure care.

  6. Allen LA, et al. Effectiveness of an intervention supporting shared decision making for destination therapy left ventricular assist device: the DECIDE-LVAD randomized clinical trial. JAMA Intern Med. 2018;178(4):520–9.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Califf RM, Sugarman J. Exploring the ethical and regulatory issues in pragmatic clinical trials. Clin Trials. 2015;12(5):436–41.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Mentz RJ, et al. Effect of torsemide vs furosemide after discharge on all-cause mortality in patients hospitalized with heart failure: the TRANSFORM-HF randomized clinical trial. JAMA. 2023;329(3):214–23.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Stone GW, et al. Five-year follow-up after transcatheter repair of secondary mitral regurgitation. N Engl J Med. 2023;388(22):2037–48.

    Article  PubMed  Google Scholar 

  10. • Loudon K, et al. The PRECIS-2 tool: designing trials that are fit for purpose. BMJ. 2015;350:h2147. The Pragmatic Explanatory Continuum Indicator Summary 2 is an established tool to aid investigators in understanding where specific exist on a continuum between explanatory and pragmatic trials.

    Article  PubMed  Google Scholar 

  11. Solomon SD, et al. Dapagliflozin in heart failure with mildly reduced or preserved ejection fraction. N Engl J Med. 2022;387(12):1089–98.

    Article  PubMed  Google Scholar 

  12. Peters AE, et al. A multicenter program for electronic health record screening for patients with heart failure with preserved ejection fraction: lessons from the DELIVER-EHR initiative. Contemp Clin Trials. 2022;121:106924.

    Article  PubMed  Google Scholar 

  13. Reading Turchioe M, et al. Systematic review of current natural language processing methods and applications in cardiology. Heart. 2022;108(12):909–16.

    Article  PubMed  Google Scholar 

  14. Jonnalagadda SR, et al. Text mining of the electronic health record: an information extraction approach for automated identification and subphenotyping of HFpEF patients for clinical trials. J Cardiovasc Transl Res. 2017;10(3):313–21.

    Article  PubMed  Google Scholar 

  15. Allen LA, et al. An electronically delivered patient-activation tool for intensification of medications for chronic heart failure with reduced ejection fraction. Circulation. 2021;143(5):427–37.

    Article  PubMed  Google Scholar 

  16. Ghazi L, et al. Electronic alerts to improve heart failure therapy in outpatient practice. J Am Coll Cardiol. 2022;79(22):2203–13.

    Article  CAS  PubMed  Google Scholar 

  17. Aktaa S, et al. Data standards for heart failure: the European Unified Registries for Heart Care Evaluation and Randomized Trials (EuroHeart). Eur Heart J. 2022;43(23):2185–95.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Perez MV, et al. Large-scale assessment of a smartwatch to identify atrial fibrillation. N Engl J Med. 2019;381(20):1909–17.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Nassif M, et al. Recruitment strategies of a decentralized randomized placebo controlled clinical trial: the canagliflozin impact on health status, quality of life and functional status in heart failure (CHIEF-HF) trial. J Card Fail. 2023;29(6):863–9. https://doi.org/10.1016/j.cardfail.2023.04.001.

  20. Spertus JA, et al. The SGLT2 inhibitor canagliflozin in heart failure: the CHIEF-HF remote, patient-centered randomized trial. Nat Med. 2022;28(4):809–13.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Heidenreich PA, et al. 2022 AHA/ACC/HFSA guideline for the management of heart failure: a report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation. 2022;145(18):e895–1032.

    PubMed  Google Scholar 

  22. Ruppar TM, et al. Medication adherence interventions improve heart failure mortality and readmission rates: systematic review and meta-analysis of controlled trials. J Am Heart Assoc. 2016 ;5(6):e002606. https://doi.org/10.1161/JAHA.115.002606.

  23. Felker GM, et al. A randomized controlled trial of mobile health intervention in patients with heart failure and diabetes. J Cardiac Fail. 2022;28(11):1575–83.

    Article  Google Scholar 

  24. Kotecha D, et al. CODE-EHR best practice framework for the use of structured electronic healthcare records in clinical research. Eur Heart J. 2022;43(37):3578–88.

    Article  PubMed  PubMed Central  Google Scholar 

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Authors and Affiliations

Authors

Contributions

The first draft of the manuscript was written by the first author and all authors critically reviewed and revised the manuscript.

Corresponding author

Correspondence to Adam D. DeVore.

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Conflict of Interest

The following relationships exist related to this manuscript:

Adam DeVore reports research funding through his institution from Biofourmis, Bodyport, Cytokinetics, American Regent, Inc, the NIH and NHLBI, Novartis, and Story Health. He also provides consulting services for and/or receives honoraria from Abiomed, Cardionomic, LivaNova, Natera, NovoNordisk, Story Health, and Zoll.

Marat Fudim received consulting fees from Abbott, Ajax, Alio Health, Alleviant, Artha, Audicor, AxonTherapies, Bayer, Bodyguide, Bodyport, Boston Scientific, Broadview, Cadence, Cardioflow, Cardionomics, Coridea, CVRx, Daxor, Deerfield Catalyst, Edwards LifeSciences, Echosens, EKO, Feldschuh Foundation, Fire1, FutureCardia, Galvani, Gradient, Hatteras, HemodynamiQ, Impulse Dynamics, Intershunt, Medtronic, Merck, NIMedical, NovoNordisk, NucleusRx, NXT Biomedical, Orchestra, Pharmacosmos, PreHealth, Presidio, Procyreon, ReCor, Rockley, SCPharma, Shifamed, Splendo, Summacor, SyMap, Verily, Vironix, Viscardia, Zoll.

Lars Lund reports: Grants, consulting, honoraria: Abbot, Alleviant, AstraZeneca, Bayer, Biopeutics, Boehringer Ingelheim, Edwards, Merck/MSD, Novartis, Novo Nordisk, OrionPharma, Owkin, Pharmacosmos, Vifor Pharma; Stock ownership: AnaCardio.

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DeVore, A.D., Fudim, M. & Lund, L.H. Novel Trial Designs in Heart Failure: Using Digital Health Tools to Increase Pragmatism. Curr Heart Fail Rep 21, 5–10 (2024). https://doi.org/10.1007/s11897-023-00640-y

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