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Updated: Oct 9, 2025

Evaluation of Left Ventricular Structure and Function using 3D Echocardiography
Published on: October 28, 2020
Sex-specific bimodal clustering of left ventricular ejection fraction in patients with acute heart failure
Carsten Henneges1, Caroline Morbach1,2, Floran Sahiti1
1Comprehensive Heart Failure Center Würzburg, University and University Hospital Würzburg, Am Schwarzenberg 15, Würzburg, D-97078, Germany.
Insights
Left ventricular ejection fraction (LVEF) in acute heart failure patients naturally clusters into two distinct subgroups, with significant sex-specific differences observed in LVEF distribution and thresholds.
Area of Science:
- Cardiology
- Heart Failure Research
- Echocardiography
Background:
- The clinical relevance of categorizing heart failure patients by left ventricular ejection fraction (LVEF) is debated.
- Current research focuses on identifying precise LVEF cut-offs for targeted pharmacotherapy.
- An alternative perspective suggests an LVEF continuum rather than distinct subgroups.
Purpose of the Study:
- To investigate the natural distribution of LVEF in patients with acutely decompensated heart failure.
- To identify potential LVEF subgroups within male and female patient populations.
Main Methods:
- Analysis of 470 patients hospitalized for acute heart failure.
- Quantification of LVEF using Simpson's method via in-hospital echocardiography.
- Application of non-parametric and parametric modeling to assess LVEF distribution and identify clusters.
Main Results:
- LVEF distribution exhibited a bimodal shape, indicating two primary clusters.
- Parametric modeling identified two LVEF peaks: 61% (9% variance) and 31% (10% variance).
- Sex-specific bimodal clustering of LVEF was observed, with thresholds of 45% for men and 52% for women differentiating high and low LVEF.
Conclusions:
- Acutely decompensated heart failure patients demonstrate LVEF clustering into two subgroups.
- Profound sex-specific differences exist in LVEF distribution.
- These findings may aid in identifying distinct heart failure subgroups for tailored therapeutic strategies.
Aims:
There is an ongoing discussion whether the categorization of patients with heart failure according to left ventricular ejection fraction (LVEF) is scientifically justified and clinically relevant. Major efforts are directed towards the identification of appropriate cut-off values to correctly allocate heart failure-specific pharmacotherapy. Alternatively, an LVEF continuum without definite subgroups is discussed. This study aimed to evaluate the natural distribution of LVEF in patients presenting with acutely decompensated heart failure and to identify potential subgroups of LVEF in male and female patients.
Methods And Results:
We identified 470 patients (mean age 75 ± 11 years, n = 137 female) hospitalized for acute heart failure in whom LVEF could be quantified by Simpson's method in an in-hospital echocardiogram. Non-parametric modelling revealed a bimodal shape of the LVEF distribution. Parametric modelling identified two clusters suggesting two LVEF peaks with mean (variance) of 61% (9%) and 31% (10%), respectively. Sub-differentiation by sex revealed a sex-specific bimodal clustering of LVEF. The respective threshold differentiating between 'high' and 'low' LVEF was 45% in men and 52% in women.
Conclusions:
In patients presenting with acute heart failure, LVEF clustered in two subgroups and exhibited profound sex-specific distributional differences. These findings might enrich the scientific process to identify distinct subgroups of heart failure patients, which might each benefit from respectively tailored (pharmaco)therapies.
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