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Updated: Feb 7, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Dynamic Trajectories of Left Ventricular Ejection Fraction in Heart Failure
Josep Lupón1, Giovana Gavidia-Bovadilla2, Elena Ferrer3
1Heart Failure Unit, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; Cardiology Department, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; Department of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain; Centro de Investigatión Biomédica en Red (CIBER) Cardiovascular, Instituto de Salud Carlos III, Madrid, Spain.
Background:
Long-term trajectories of left ventricular ejection fraction (LVEF) in heart failure (HF) are incompletely characterized.
Objectives:
This study sought to examine LVEF trajectories in HF with reduced LVEF (<40%) and mid-range LVEF (40% to 49%) and the prognostic impact of LVEF dynamic changes over 15-year follow-up.
Methods:
In this prospective, consecutive, observational registry of real-life HF outpatients, the authors performed 2-dimensional echocardiography at baseline and on a structured schedule after 1 year and then every 2 years up to 15 years.
Results:
The mean number of LVEF measurements in the 1,160 included patients was 3.6 ± 1.7. As a whole, Loess curves of long-term LVEF trajectories showed an inverted U shape with a marked rise in LVEF during the first year, maintained up to a decade, and a slow LVEF decline thereafter (p for trajectory <0.001). This pattern was more pronounced in HF of nonischemic origin and in women. Patients with new-onset HF (≤12 months) had a higher early increase in LVEF, whereas patients with ischemic HF showed a lower LVEF increase at 1 year; both groups had a relative plateau thereafter. Patients with HF with mid-range LVEF had less of an increase (3 ± 9%) than those with HF with reduced LVEF (9 ± 12%) during the first year (p < 0.001), but the groups overlapped after 15 years. Patients who died had lower final LVEF and worse LVEF dynamics in the immediately preceding period than survivors.
Conclusions:
LVEF trajectories vary in HF depending on a number of disease modifiers, but an inverted U-shaped pattern with lower LVEF at both ends of the distribution emerged. A declining LVEF in the preceding period was associated with higher mortality.
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