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Updated: Nov 20, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
[Advances in the management of heart failure]
1Maria Cecilia Hospital, GVM Care & Research, Cotignola (RA).
Insights
This review discusses key clinical cardiology aspects of heart failure (HF), including its definition, subtypes, sudden death, genetics, and artificial intelligence applications, offering a practical perspective beyond standard guidelines.
Area of Science:
- Cardiology
- Clinical Medicine
- Medical Research
Background:
- Heart failure (HF) presents a complex syndrome with ambiguous definitions and varied patient responses to treatment.
- Current guidelines may not fully address all clinically relevant aspects of HF management.
- Active research areas offer opportunities to refine our understanding and treatment of HF.
Purpose of the Study:
- To provide a clinical cardiology perspective on current, research-active aspects of heart failure.
- To discuss key points beyond established guidelines, focusing on practical implications.
- To highlight emerging trends and challenges in HF research and management.
Main Methods:
- Literature review and synthesis of current research findings.
- Clinical interpretation of data related to HF definition, subtypes, and associated conditions.
- Discussion of emerging technologies and genetic factors in HF.
Main Results:
- The definition and boundaries of HF remain areas of active investigation.
- Distinctions between HF with preserved ejection fraction (HFpEF) and HF with reduced ejection fraction (HFrEF) continue to evolve.
- Research is advancing in areas including sudden death risk, population genetics (polygenic risk scores, OMICs), atrial fibrillation ablation in HF, and the integration of artificial intelligence in HF care.
Conclusions:
- A nuanced understanding of HF, incorporating evolving definitions and research advancements, is crucial for effective clinical management.
- Addressing specific challenges like HFpEF, sudden death, and atrial fibrillation requires tailored approaches.
- The integration of advanced tools like AI and genetic insights holds significant promise for future HF patient care.
Abstract:
Heart failure (HF) is a syndrome with an uncertain definition for both contents and boundaries, with multiple components and clinical profiles, and treatments to which many HF patients do not respond.This article does not go through the guidelines, but it focuses on some clinically relevant points, in which research is active, to discuss them and, when possible, to make the point under a clinical cardiology vision.Aspects considered include: (i) the concept of "definition"; (ii) HF with preserved or reduced ejection fraction; (iii) sudden death; (iv) briefly: population genetics, polygenic risk scores and the OMICs; (v) atrial fibrillation ablation in HF (underlying inconsistency of international guidelines); (vi) the welcome rampant/crawling penetration of artificial intelligence in daily HF management.
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