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Updated: May 18, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Acute heart failure: perspectives from a randomized trial and a simultaneous registry
Justin A Ezekowitz1, Jia Hu, Diego Delgado
1Mazankowski Alberta Heart Institute and the University of Alberta, Edmonton, AB, Canada. jae2@ualberta.ca
Patients in a heart failure registry differed from those in a clinical trial, with higher mortality in the registry group. This highlights the need to consider real-world data when interpreting trial results for acute heart failure.
Area of Science:
- Cardiology
- Clinical Research
- Public Health
Background:
- Randomized controlled trials (RCTs) often have limited generalizability to real-world patient populations.
- Acute heart failure (AHF) management requires understanding patient characteristics beyond trial participants.
- The Acute Study of Nesiritide in Decompensated Heart Failure (ASCEND-HF) trial provides a benchmark for AHF research.
Purpose of the Study:
- To characterize clinical features, treatment patterns, and in-hospital outcomes of AHF patients in a complementary registry.
- To compare registry patients with those enrolled in the ASCEND-HF RCT.
- To provide context for ASCEND-HF trial generalizability.
Main Methods:
- A registry of 697 AHF patients was conducted across 8 sites participating in ASCEND-HF (2007-2010).
- Registry data on baseline characteristics, treatments, and outcomes were compared with 465 ASCEND-HF RCT patients from 31 Canadian sites.
- Statistical analysis included multivariable adjustment for outcome comparisons.
Main Results:
- Registry patients were older, more likely female, had more chronic respiratory disease, and less diabetes mellitus than RCT patients.
- Registry patients had higher systolic blood pressure and ejection fraction but similar ischemic heart failure incidence and B-type natriuretic peptide levels.
- In-hospital mortality was significantly higher in the registry (9.3%) compared to the RCT (1.3%), with an adjusted odds ratio of 6.6.
Conclusions:
- Significant differences exist between AHF patients in a registry and those in a large RCT.
- These findings underscore the importance of contextualizing RCT results with real-world data.
- Improving clinical outcomes in AHF necessitates addressing the generalizability gap highlighted by comparing trial and registry populations.
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