Clinical Implications of Cluster Analysis-Based Classification of Acute Decompensated Heart Failure and Correlation with Bedside Hemodynamic Profiles
Ahmad T, Desai N, Wilson F, Schulte P, Dunning A, Jacoby D, Allen L, Fiuzat M, Rogers J, Felker GM, O’Connor C, Patel CB. Clinical Implications of Cluster Analysis-Based Classification of Acute Decompensated Heart Failure and Correlation with Bedside Hemodynamic Profiles. PLOS ONE 2016, 11: e0145881. PMID: 26840410, PMCID: PMC4739604, DOI: 10.1371/journal.pone.0145881.Peer-Reviewed Original ResearchConceptsAcute decompensated heart failureDecompensated heart failureHemodynamic profileNon-ischemic cardiomyopathyClinical outcomesADHF patientsHeart failureLower B-type natriuretic peptide levelsB-type natriuretic peptide levelsCox proportional hazards modelConcomitant renal insufficiencyHigher BNP levelsNatriuretic peptide levelsAdverse clinical outcomesBaseline clinical variablesProportional hazards modelBNP levelsAdvanced diseaseCause mortalityMultiple comorbiditiesRenal insufficiencyComorbid conditionsHemodynamic classificationPrognostic valueAdverse outcomes