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Gomez-Ochoa SA, Lanzer JD, Levinson RT. Disease Network-Based Approaches to Study Comorbidity in Heart Failure: Current State and Future Perspectives. Curr Heart Fail Rep 2024; 22:6. [PMID: 39725810 DOI: 10.1007/s11897-024-00693-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/26/2024] [Indexed: 12/28/2024]
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. 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.
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Affiliation(s)
- Sergio Alejandro Gomez-Ochoa
- Department of General Internal Medicine and Psychosomatics, Heidelberg University Hospital, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Jan D Lanzer
- Institute for Computational Biomedicine, Faculty of Medicine, Heidelberg University, Heidelberg University Hospital, Heidelberg, Germany
| | - Rebecca T Levinson
- Department of General Internal Medicine and Psychosomatics, Heidelberg University Hospital, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany.
- Institute for Computational Biomedicine, Faculty of Medicine, Heidelberg University, Heidelberg University Hospital, Heidelberg, Germany.
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Arrigo M, Biegus J, Asakage A, Mebazaa A, Davison B, Edwards C, Adamo M, Barros M, Celutkiene J, Čerlinskaitė-Bajorė K, Chioncel O, Damasceno A, Diaz R, Filippatos G, Gayat E, Kimmoun A, Lam CSP, Metra M, Novosadova M, Pagnesi M, Pang PS, Ponikowski P, Saidu H, Sliwa K, Takagi K, Ter Maaten JM, Tomasoni D, Voors AA, Cotter G, Cohen-Solal A. Safety, tolerability and efficacy of up-titration of guideline-directed medical therapies for acute heart failure in elderly patients: A sub-analysis of the STRONG-HF randomized clinical trial. Eur J Heart Fail 2023; 25:1145-1155. [PMID: 37246591 DOI: 10.1002/ejhf.2920] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 05/11/2023] [Accepted: 05/23/2023] [Indexed: 05/30/2023] Open
Abstract
AIMS STRONG-HF examined a high-intensity care (HIC) strategy of rapid up-titration of guideline-directed medical therapy (GDMT) and close follow-up after acute heart failure (AHF) admission. We assess the role of age on efficacy and safety of HIC. METHODS AND RESULTS Hospitalized AHF patients, not treated with optimal GDMT were randomized to HIC or usual care. The primary endpoint of 180-day death or HF readmission occurred equally in older (>65 years, n = 493, 74 ± 5 years) and younger patients (53 ± 11 years, adjusted hazard ratio [aHR] 1.02, 95% confidence interval [CI] 0.73-1.43, p = 0.89). Older patients received slightly lower GDMT to day 21, but same doses at day 90 and 180. The effect of HIC on the primary endpoint was numerically higher in younger (aHR 0.51, 95% CI 0.32-0.82) than older patients (aHR 0.73, 95% CI 0.46-1.15, adjusted interaction p = 0.30), partially related to COVID-19 deaths. After exclusion of COVID-19 deaths, the effect of HIC was similar in younger (aHR 0.51, 95% CI 0.32-0.82) and older patients (aHR 0.63, 95% CI 0.32-1.02, adjusted interaction p = 0.56), with no treatment-by-age interaction (interaction p = 0.57). HIC induced larger improvements in quality of life to day 90 in younger (EQ-VAS adjusted-mean difference 5.51, 95% CI 3.20-7.82) than in older patients (1.77, 95% CI -0.75 to 4.29, interaction p = 0.032). HIC was associated with similar rates of adverse events in older and younger patients. CONCLUSION High-intensity care after AHF was safe and resulted in a significant reduction of all-cause death or HF readmission at 180 days across the study age spectrum. Older patients have smaller benefits in terms of quality of life.
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Affiliation(s)
- Mattia Arrigo
- Department of Internal Medicine, Stadtspital Zurich, Zurich, Switzerland
| | - Jan Biegus
- Institute of Heart Diseases, Wroclaw Medical University, Wrocław, Poland
| | - Ayu Asakage
- Université Paris Cité, INSERM UMR-S 942 (MASCOT), Paris, France
| | - Alexandre Mebazaa
- Université Paris Cité, INSERM UMR-S 942 (MASCOT), Paris, France
- Department of Anesthesiology and Critical Care and Burn Unit, Saint-Louis and Lariboisière Hospitals, FHU PROMICE, DMU Parabol, APHP Nord, Paris, France
| | - Beth Davison
- Université Paris Cité, INSERM UMR-S 942 (MASCOT), Paris, France
- Heart Initiative, Durham, NC, USA
| | | | - Marianna Adamo
- Cardiology, Cardiology, ASST Spedali Civili and Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
| | | | - Jelena Celutkiene
- Clinic of Cardiac and Vascular Diseases, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Kamilė Čerlinskaitė-Bajorė
- Clinic of Cardiac and Vascular Diseases, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Ovidiu Chioncel
- Emergency Institute for Cardiovascular Diseases 'Prof. C.C. Iliescu', University of Medicine 'Carol Davila', Bucharest, Romania
| | | | - Rafael Diaz
- Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina
| | - Gerasimos Filippatos
- National and Kapodistrian University of Athens, School of Medicine, Attikon University Hospital, Athens, Greece
| | - Etienne Gayat
- Université Paris Cité, INSERM UMR-S 942 (MASCOT), Paris, France
- Department of Anesthesiology and Critical Care and Burn Unit, Saint-Louis and Lariboisière Hospitals, FHU PROMICE, DMU Parabol, APHP Nord, Paris, France
| | - Antoine Kimmoun
- Université de Lorraine, Nancy, France
- INSERM, Défaillance Circulatoire Aigue et Chronique; Service de Médecine Intensive et Réanimation Brabois, CHRU de Nancy, Nancy, France
| | - Carolyn S P Lam
- National Heart Centre Singapore and Duke-National University of Singapore, Singapore, Singapore
| | - Marco Metra
- Cardiology, Cardiology, ASST Spedali Civili and Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
| | | | - Matteo Pagnesi
- Cardiology, Cardiology, ASST Spedali Civili and Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
| | - Peter S Pang
- Department of Emergency Medicine, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Piotr Ponikowski
- Institute of Heart Diseases, Wroclaw Medical University, Wrocław, Poland
| | - Hadiza Saidu
- Department of Medicine, Murtala Muhammed Specialist Hospital/Bayero University Kano, Kano, Nigeria
| | - Karen Sliwa
- Cape Heart Institute, Division of Cardiology, Department of Medicine, Groote Schuur Hospital and University of Cape Town, Cape Town, South Africa
| | | | - Jozine M Ter Maaten
- University of Groningen, Department of Cardiology, University Medical Centre Groningen, Groningen, The Netherlands
| | - Daniela Tomasoni
- Cardiology, Cardiology, ASST Spedali Civili and Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
| | - Adriaan A Voors
- University of Groningen, Department of Cardiology, University Medical Centre Groningen, Groningen, The Netherlands
| | - Gad Cotter
- Université Paris Cité, INSERM UMR-S 942 (MASCOT), Paris, France
- Heart Initiative, Durham, NC, USA
| | - Alain Cohen-Solal
- Université Paris Cité, INSERM UMR-S 942 (MASCOT), Paris, France
- Department of Cardiology, APHP Nord, Lariboisière University Hospital, Paris, France
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