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Updated: Jan 29, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
The Intersection of Heart Failure with Preserved Ejection Fraction and Chronic Kidney Disease
Vaishnavi Krishnan1, Sadiya S Khan2, Rupal Mehta3,4
1Boston University Chobanian & Avedisian School of Medicine, Boston, MA.
Insights
Heart failure with preserved ejection fraction (HFpEF) is common in chronic kidney disease (CKD). Understanding CKD
Area of Science:
- Nephrology
- Cardiology
- Internal Medicine
Background:
- Heart failure with preserved ejection fraction (HFpEF) and chronic kidney disease (CKD) frequently coexist.
- CKD significantly increases HFpEF risk due to specific pathophysiological pathways beyond traditional risk factors.
- HFpEF heterogeneity poses challenges in diagnosis, treatment, and prevention.
Purpose of the Study:
- To review the epidemiology of HFpEF in CKD patients.
- To explore CKD-specific pathways contributing to HFpEF development.
- To examine the influence of CKD on HFpEF phenotyping and propose a prevention strategy.
Main Methods:
- Literature review focusing on HFpEF and CKD.
- Analysis of pathophysiological mechanisms linking CKD and HFpEF.
- Discussion of phenotyping approaches for HFpEF in CKD.
- Development of a risk-based prevention algorithm.
Main Results:
- CKD is a major contributor to HFpEF development and mortality.
- CKD-specific factors significantly impact HFpEF pathophysiology and presentation.
- Phenotyping is crucial for personalized HFpEF management in CKD.
- A risk-based algorithm can guide HFpEF prevention in CKD.
Conclusions:
- CKD profoundly influences HFpEF epidemiology, development, and phenotyping.
- Targeted phenotyping and risk stratification are essential for managing HFpEF in CKD.
- A proposed prevention algorithm may improve outcomes for CKD patients at risk for HFpEF.
Abstract:
Heart failure and chronic kidney disease (CKD) often co-exist. Heart failure with preserved ejection fraction (HFpEF) contributes to significant morbidity and mortality among patients with CKD. Among patients with CKD, along with traditional risk factors for heart failure, numerous CKD-specific pathophysiological pathways contribute to the heightened risk of HFpEF development. However, the heterogeneity of HFpEF presents numerous challenges for diagnosis, treatment, and prevention, which has led to various phenotyping approaches. Phenotyping HFpEF may allow for better HFpEF characterization for targeted management and development of risk stratification strategies for prevention. In this Kidney Cross-Talk article, we discuss the epidemiology of HFpEF in CKD, pathways of HFpEF development in CKD, and highlight the impact of CKD in HFpEF phenotyping. Additionally, we propose a potential risk-based prevention algorithm for heart failure among patients with CKD.
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Chronic Kidney Disease I: Introduction
Chronic Kidney Disease II: Clinical Manifestations
Chronic Kidney Disease III: Interprofessional Care
Chronic Kidney Disease IV: Nursing Management
Heart Failure II: Pathophysiology
Pathophysiology of Heart Failure

