PREDICT HF: Risk stratification in advanced heart failure using novel hemodynamic parameters
- PMID: 38838029
- PMCID: PMC11151004
- DOI: 10.1002/clc.24277
PREDICT HF: Risk stratification in advanced heart failure using novel hemodynamic parameters
Abstract
Background: Invasive hemodynamics are fundamental in assessing patients with advanced heart failure (HF). Several novel hemodynamic parameters have been studied; however, the relative prognostic potential remains ill-defined.
Hypothesis: Advanced hemodynamic parameters provide additional prognostication beyond the standard hemodynamic assessment.
Methods: Patients from the PRognostic Evaluation During Invasive CaTheterization for Heart Failure (PREDICT-HF) registry who underwent right heart catheterization (RHC) were included in the analysis. The primary endpoint was survival to orthotopic heart transplant (OHT) or durable left ventricular assist device (LVAD), or death within 6 months of RHC.
Results: Of 846 patients included, 176 (21%) met the primary endpoint. In a multivariate model that included traditional hemodynamic variables, pulmonary capillary wedge pressure (PCWP) (OR: 1.10, 1.04-1.15, p < .001), and cardiac index (CI) (OR: 0.86, 0.81-0.92, p < .001) were shown to be predictive of adverse outcomes. In a separate multivariate model that incorporated advanced hemodynamic parameters, cardiac power output (CPO) (OR: 0.76, 0.71-0.83, p < .001), aortic pulsatility index (API) (OR: 0.94, 0.91-0.96, p < .001), and pulmonary artery pulsatility index (OR: 1.02, 1.00-1.03, p .027) were all significantly associated with the primary outcome. Positively concordant API and CPO afforded the best freedom from the endpoint (94.7%), whilst negatively concordant API and CPO had the worst freedom from the endpoint (61.5%, p < .001). Those with discordant API and CPO had similar freedom from the endpoint.
Conclusion: The advanced hemodynamic parameters API and CPO are independently associated with death or the need for OHT or LVAD within 6 months. Further prospective studies are needed to validate these parameters and elucidate their role in patients with advanced HF.
Keywords: heart failure; novel hemodynamics; prognostication.
© 2024 The Authors. Clinical Cardiology published by Wiley Periodicals, LLC.
Conflict of interest statement
J. G. is a speaker for Abbott, Abiomed, Medtronic, and CH Biomedical. The remaining authors declare no conflict of interest.
Figures


Similar articles
-
Advanced Markers for Hemodynamic Monitoring in Cardiogenic Shock and End-Stage Heart Failure: A Mini Review.Heart Fail Rev. 2025 May;30(3):529-535. doi: 10.1007/s10741-025-10483-5. Epub 2025 Jan 14. Heart Fail Rev. 2025. PMID: 39808367 Review.
-
Aortic pulsatility index predicts clinical outcomes in heart failure: a sub-analysis of the ESCAPE trial.ESC Heart Fail. 2021 Apr;8(2):1522-1530. doi: 10.1002/ehf2.13246. Epub 2021 Feb 17. ESC Heart Fail. 2021. PMID: 33595923 Free PMC article.
-
Aortic Pulsatility Index: A Novel Hemodynamic Variable for Evaluation of Decompensated Heart Failure.J Card Fail. 2021 Oct;27(10):1045-1052. doi: 10.1016/j.cardfail.2021.05.010. Epub 2021 May 25. J Card Fail. 2021. PMID: 34048919 Free PMC article.
-
Novel Left Heart Catheterization Ramp Protocol to Guide Hemodynamic Optimization in Patients Supported With Left Ventricular Assist Device Therapy.J Am Heart Assoc. 2019 Feb 19;8(4):e010232. doi: 10.1161/JAHA.118.010232. J Am Heart Assoc. 2019. PMID: 30755070 Free PMC article.
-
Right heart catheterization and risk stratification in advanced heart failure.Curr Heart Fail Rep. 2006 Sep;3(3):143-52. doi: 10.1007/s11897-006-0014-x. Curr Heart Fail Rep. 2006. PMID: 16914107 Review.
Cited by
-
Transition to Advanced Heart Failure: From Identification to Improving Prognosis.J Cardiovasc Dev Dis. 2025 Mar 17;12(3):104. doi: 10.3390/jcdd12030104. J Cardiovasc Dev Dis. 2025. PMID: 40137102 Free PMC article. Review.
-
The Virtual Patient Simulator: Using Hemodynamics and the Cardioenergetic Profile to Optimize Heart Failure Care.JACC Basic Transl Sci. 2025 Mar;10(3):259-261. doi: 10.1016/j.jacbts.2025.01.009. Epub 2025 Feb 11. JACC Basic Transl Sci. 2025. PMID: 40139863 Free PMC article. No abstract available.
References
-
- Ammar KA, Jacobsen SJ, Mahoney DW, et al. Prevalence and prognostic significance of heart failure stages: application of the American College of Cardiology/American Heart Association heart failure staging criteria in the community. Circulation. 2007;115:1563‐1570. 10.1161/CIRCULATIONAHA.106.666818 - DOI - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical
Research Materials
Miscellaneous