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Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Aetiology, ejection fraction and mortality in chronic heart failure: a mediation analysis
Josef Fritz1, Katrin Belovari2, Hanno Ulmer1
1Institute of Medical Statistics and Informatics, Medical University of Innsbruck, Innsbruck, Austria.
Insights
The cause of chronic heart failure (CHF) significantly impacts mortality, with direct effects outweighing those mediated by left ventricular ejection fraction (LVEF). Identifying the specific etiology is crucial for patient outcomes.
Area of Science:
- Cardiology
- Clinical Research
- Heart Failure Management
Background:
- Clinical decision-making in chronic heart failure (CHF) primarily relies on left ventricular ejection fraction (LVEF).
- The underlying etiology of CHF is considered secondary in current treatment strategies.
- Understanding the interplay between etiology, LVEF, and mortality is essential for optimizing patient care.
Purpose of the Study:
- To investigate the mediating role of LVEF in the relationship between CHF etiology and patient mortality.
- To quantify the direct and indirect effects of various CHF etiologies on overall mortality.
- To determine the relative importance of etiology versus LVEF in predicting mortality.
Main Methods:
- Analysis of data from 2056 Austrian CHF patients with a mean follow-up of 8.8 years.
- Utilized multivariable-adjusted linear and Cox regression models to assess effects of etiology on LVEF and mortality.
- Employed causal mediation analyses to decompose the total effect of etiology on mortality into direct and indirect pathways through LVEF.
Main Results:
- The effect of LVEF on mortality was consistent across analyzed etiologies (e.g., dilated cardiomyopathy, hypertrophic cardiomyopathy, ischemic heart disease, hypertensive heart disease, cardiac amyloidosis).
- Cardiac amyloidosis (CA) showed the highest mortality, with a significant indirect effect mediated through LVEF.
- For most etiologies, less than 20% of the total mortality effect was mediated through LVEF, indicating a dominant direct effect of etiology.
Conclusions:
- The direct impact of CHF etiology on mortality is more significant than the indirect effect mediated by LVEF.
- Clarifying the specific etiology of chronic heart failure is as critical as measuring LVEF for accurate prognosis.
- These findings underscore the need to integrate etiological assessment into clinical decision-making for CHF patients.
Objective:
Clinical decision making in chronic heart failure (CHF) is based primarily on left ventricular ejection fraction (LVEF), and only secondarily on aetiology of the underlying disease. Our aim was to investigate the mediating role of LVEF in the relationship between aetiology and mortality.
Methods:
Using data of 2056 Austrian patients with CHF (mean age 57.2 years; mean follow-up 8.8 years), effects of aetiology on LVEF and overall mortality were estimated using multivariable-adjusted linear and Cox regression models. In causal mediation analyses, we decomposed the total effect of aetiology on mortality into direct and indirect (mediated through LVEF) effects.
Results:
For the analysed aetiologies (dilated (DCM, n=1009) and hypertrophic (HCM, n=89) cardiomyopathy; ischaemic (IHD, n=529) and hypertensive (HHD, n=320) heart disease; cardiac amyloidosis (CA, n=109)), the effect of LVEF on mortality was similar (HR5%-points lower LVEF=1.07, 95% CI 1.04 to 1.10; pinteraction=0.718). HCM and CA were associated with significantly higher, and IHD and DCM with significantly lower LVEF compared with other aetiologies. Compared with respective other aetiologies, the corresponding total effect HRs for mortality were 0.77 (95% CI 0.67 to 0.89), 0.47 (95% CI 0.25 to 0.88), 1.40 (95% CI 1.21 to 1.62), 0.79 (95% CI 0.67 to 0.95) and 2.36 (95% CI 1.81 to 3.08) for DCM, HCM, IHD, HHD and CA, respectively. CA had the highest mortality despite a HRindirect effect of 0.74 (95% CI 0.65 to 0.83). For all other aetiologies, <20% of the total mortality effects were mediated through LVEF.
Conclusions:
The direct effect of aetiology on mortality dominates the indirect effect through LVEF. Therefore, clarification of aetiology is as important as measurement of LVEF.
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