» Articles » PMID: 31021532

Clinical Profiles in Acute Heart Failure: an Urgent Need for a New Approach

Overview
Journal ESC Heart Fail
Date 2019 Apr 26
PMID 31021532
Citations 18
Authors
Affiliations
Soon will be listed here.
Abstract

Acute heart failure (HF) is a major public health concern, responsible for >26 million hospitalizations per year worldwide. Many trials have investigated new therapeutic options for acute HF, with most revealing equivocal results. Successful innovations in therapy for acute HF have remained limited, and standard of care has remained largely unchanged over the past decade, suggesting the need for a new approach for therapeutic decision making and clinical trial design in acute HF. This manuscript focuses on one approach that could prove useful in the development and application of novel therapies: classification of patients based on clinical profiles. While previous attempts at developing clinical profiles were successful in stratifying patients based on clinical and laboratory variables, they have not been utilized for personalized treatment strategies that improve patient outcomes. We suggest a new approach to the creation of clinical profiles that could stratify patients based on their underlying aetiology and their response to novel interventions. We also investigate novel analytic approaches to the creation of new clinical profiles that both investigators and clinicians alike could utilize to inform clinical trial design and the application of new therapies. Despite a large number of clinical trials for new therapeutic options, the treatment of acute HF has seen few advances over the past decades. Innovative approaches to patient selection through the use of clinical profiles could help to identify patients most likely to benefit from novel interventions and lead to the discovery of new therapeutic options.

Citing Articles

Microneedle patches: the next frontier in cardiovascular care.

Kaur S, Choudhary S, Sen S, Pemmaraju D, Singh S, Kapoor D Drug Deliv Transl Res. 2025; .

PMID: 39881106 DOI: 10.1007/s13346-025-01802-2.


An improved mountain gazelle optimizer based on chaotic map and spiral disturbance for medical feature selection.

Li Y, Geng Y, Sheng H PLoS One. 2024; 19(7):e0307288.

PMID: 39012921 PMC: 11251600. DOI: 10.1371/journal.pone.0307288.


PREDICTORS OF ACUTE HEART FAILURE OUTCOMES AT UNIVERSITY COLLEGE HOSPITAL, IBADAN, NIGERIA.

Adebayo O, Adebiyi A, Ogah O, Adeoye M, Aje A, Oladapo O Ann Ib Postgrad Med. 2024; 21(3):27-38.

PMID: 38706627 PMC: 11065184.


Heart failure survival prediction using novel transfer learning based probabilistic features.

Qadri A, Hashmi M, Raza A, Zaidi S, Rehman A PeerJ Comput Sci. 2024; 10:e1894.

PMID: 38660216 PMC: 11042000. DOI: 10.7717/peerj-cs.1894.


Hemodynamic Differences between Patients Hospitalized with Acutely Decompensated Chronic Heart Failure and De Novo Heart Failure.

Galas A, Krzesinski P, Banak M, Gielerak G J Clin Med. 2023; 12(21).

PMID: 37959233 PMC: 10648284. DOI: 10.3390/jcm12216768.


References
1.
Nohria A, Lewis E, Stevenson L . Medical management of advanced heart failure. JAMA. 2002; 287(5):628-40. DOI: 10.1001/jama.287.5.628. View

2.
Chen J, Normand S, Wang Y, Krumholz H . National and regional trends in heart failure hospitalization and mortality rates for Medicare beneficiaries, 1998-2008. JAMA. 2011; 306(15):1669-78. PMC: 3688069. DOI: 10.1001/jama.2011.1474. View

3.
Chapman B, DeVore A, Mentz R, Metra M . Clinical profiles in acute heart failure: an urgent need for a new approach. ESC Heart Fail. 2019; 6(3):464-474. PMC: 6487835. DOI: 10.1002/ehf2.12439. View

4.
Ahmad T, Pencina M, Schulte P, OBrien E, Whellan D, Pina I . Clinical implications of chronic heart failure phenotypes defined by cluster analysis. J Am Coll Cardiol. 2014; 64(17):1765-74. PMC: 4254424. DOI: 10.1016/j.jacc.2014.07.979. View

5.
Chioncel O, Mebazaa A, Harjola V, Coats A, Piepoli M, Crespo-Leiro M . Clinical phenotypes and outcome of patients hospitalized for acute heart failure: the ESC Heart Failure Long-Term Registry. Eur J Heart Fail. 2017; 19(10):1242-1254. DOI: 10.1002/ejhf.890. View