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Disease Network-Based Approaches to Study Comorbidity in Heart Failure: Current State and Future Perspectives.

Authors :
Gomez-Ochoa SA
Lanzer JD
Levinson RT
Source :
Current heart failure reports [Curr Heart Fail Rep] 2024 Dec 27; Vol. 22 (1), pp. 6. Date of Electronic Publication: 2024 Dec 27.
Publication Year :
2024

Abstract

Purpose of Review: Heart failure (HF) is often accompanied by a constellation of comorbidities, leading to diverse patient presentations and clinical trajectories. While traditional methods have provided valuable insights into our understanding of HF, network medicine approaches seek to leverage these complex relationships by analyzing disease at a systems level. This review introduces the concepts of network medicine and explores the use of comorbidity networks to study HF and heart disease.<br />Recent Findings: Comorbidity networks are used to understand disease trajectories, predict outcomes, and uncover potential molecular mechanisms through identification of genes and pathways relevant to comorbidity. These networks have shown the importance of non-cardiovascular comorbidities to the clinical journey of patients with HF. However, the community should be aware of important limitations in developing and implementing these methods. Network approaches hold promise for unraveling the impact of comorbidities in the complex presentation and genetics of HF. Methods that consider comorbidity presence and timing have the potential to help optimize management strategies and identify pathophysiological mechanisms.<br />Competing Interests: Declarations. Human and Animal Rights and Informed Consent: This article does not contain any studies with human or animal subjects performed by any of the authors. Competing Interests: The authors declare no competing interests.<br /> (© 2024. The Author(s).)

Details

Language :
English
ISSN :
1546-9549
Volume :
22
Issue :
1
Database :
MEDLINE
Journal :
Current heart failure reports
Publication Type :
Academic Journal
Accession number :
39725810
Full Text :
https://doi.org/10.1007/s11897-024-00693-7