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Fazzini L, Ghirardi A, Limonta R, Calabrese A, D'Elia E, Canova P, Fontana A, Grosu A, Iacovoni A, Ferrari P, De Maria R, Gavazzi A, Montisci R, Senni M, Gori M. Long-term outcomes of phenoclusters in preclinical heart failure with preserved and mildly reduced ejection fraction. ESC Heart Fail 2024; 11:3350-3359. [PMID: 38965689 PMCID: PMC11424346 DOI: 10.1002/ehf2.14913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 05/30/2024] [Accepted: 06/07/2024] [Indexed: 07/06/2024] Open
Abstract
AIMS The identification of subjects at higher risk for incident heart failure (HF) with preserved ejection fraction (EF) suitable for more intensive preventive programmes remains challenging. We applied phenomapping to the DAVID-Berg population, comprising subjects with preclinical HF, aiming to refine HF risk stratification. METHODS The DAVID-Berg study prospectively enrolled 596 asymptomatic outpatients with EF > 40% with hypertension, diabetes mellitus or known cardiovascular disease. In this cohort, we performed an unsupervised cluster analysis on 591 patients, including clinical, laboratory, electrocardiographic and echocardiographic parameters. We tested the association between each cluster and a composite outcome of HF/death. RESULTS The median age was 70 years, 55.5% were males and the median EF was 61.0%. Phenomapping provided three different clusters. Subjects in Cluster 3 were the oldest and had the highest prevalence of atrial fibrillation, the lowest estimated glomerular filtration rate (eGFR), the highest N-terminal pro-brain natriuretic peptide (NT-proBNP) and the largest left atrium. During a median follow-up of 5.7 years, 13.4% of subjects experienced HF/death events (N = 79). Compared with Clusters 1 and 2, Cluster 3 had the worst prognosis (log-rank test: Cluster 3 vs. 1 P < 0.001; Cluster 3 vs. 2 P = 0.008). Cluster 3 was associated with a risk of HF/death 2.5 times higher than Cluster 1 [adjusted hazard ratio (HR) = 2.46, 95% confidence interval (CI) 1.24-4.90]. CONCLUSIONS Based on phenomapping, older patients with lower kidney function and worse diastolic function might represent a subset of preclinical HF with EF > 40% who deserve more efforts to prevent clinical HF.
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Affiliation(s)
- Luca Fazzini
- Clinical Cardiology Unit, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Arianna Ghirardi
- FROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Raul Limonta
- School of Medicine and Surgery, University of Milan-Bicocca, Milan, Italy
| | - Alice Calabrese
- Division of Cardiology, Cardiovascular Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Emilia D'Elia
- Division of Cardiology, Cardiovascular Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Paolo Canova
- Division of Cardiology, Cardiovascular Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | | | - Aurelia Grosu
- Division of Cardiology, Cardiovascular Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Attilio Iacovoni
- Division of Cardiology, Cardiovascular Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Paola Ferrari
- Division of Cardiology, Cardiovascular Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Renata De Maria
- National Research Council Clinical Physiology Institute, Pisa, Italy
| | - Antonello Gavazzi
- FROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Roberta Montisci
- Clinical Cardiology Unit, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Michele Senni
- Division of Cardiology, Cardiovascular Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Mauro Gori
- Division of Cardiology, Cardiovascular Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
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Burocchi S, Gori M, Cioffi G, Calabrese A, Canova P, De Maria R, Grosu A, Fontana A, Iacovoni A, Ferrari P, Volpe M, De Biase L, Parati G, Gavazzi A, Senni M. Risk stratifying asymptomatic left ventricular systolic dysfunction in the community: beyond left ventricular ejection fraction. Eur Heart J Cardiovasc Imaging 2020; 21:1405-1411. [PMID: 31808506 DOI: 10.1093/ehjci/jez298] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 11/26/2019] [Indexed: 11/14/2022] Open
Abstract
AIMS Midwall fractional shortening (MWFS) is a measure of left ventricular (LV) systolic function that is more reliable in case of concentric LV geometry compared to LV ejection fraction (LVEF). We hypothesized that MWFS might predict heart failure (HF) and death in a high-risk asymptomatic population, beyond other echocardiographic parameters. METHODS AND RESULTS Among 4047 subjects aged ≥55/≤80 years followed by 10 general practitioners in northern Italy, the DAVID-Berg study prospectively enrolled 623 asymptomatic outpatients at increased risk for HF. Baseline evaluation included clinical visit, electrocardiogram, N-terminal pro-brain natriuretic peptide (NT-proBNP), and echocardiogram. Mean age of the population was 69 ± 7 years, 56% were men, 88% had hypertension, mean LVEF was 61 ± 9%, and mean MWFS 16.2 ± 3.3. During a median follow-up of 5.7 years, 95 subjects experienced HF/death events. At Cox analysis, lower MWFS was the only echocardiographic parameter, among structural/functional ones, associated with higher risk of HF/death [hazard ratio (HR) 0.89, 95% confidence interval (CI) 0.84-0.95, Padjusted < 0.001]. The risk of HF/death related to clinical data and NT-proBNP (baseline model) was reclassified by echocardiography only when MWFS was included into the model (baseline C-statistics 0.761; adding conventional structural/functional echocardiographic data 0.776, P = 0.09; adding MWFS 0.791, P = 0.007). Compared to subjects with normal LVEF and MWFS, only subjects with combined systolic dysfunction (11% of the population) were at higher risk (P = 0.001 for both abnormal; P > 0.24 for either LVEF or MWFS abnormal). CONCLUSION DAVID-Berg data suggest to include MWFS assessment in clinical practice, a simple and reliable echocardiographic parameter able to improve risk stratification in subjects at high risk for HF.
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Affiliation(s)
- Simone Burocchi
- CardioVascular Department, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1, Bergamo, Italy.,Division of Cardiology, Department of Clinical and Molecular Medicine, Sant'Andrea Hospital University of Rome Sapienza, Via di Grottarossa, 00189 Roma, Italy
| | - Mauro Gori
- CardioVascular Department, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1, Bergamo, Italy
| | - Giovanni Cioffi
- Division of Rheumatology, Department of Medicine, University and Azienda Ospedaliera Universitaria Integrata of Verona, Piazzale Aristide Stefani, 1, Verona, Italy
| | - Alice Calabrese
- CardioVascular Department, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1, Bergamo, Italy
| | - Paolo Canova
- CardioVascular Department, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1, Bergamo, Italy
| | - Renata De Maria
- CNR Institute of Clinical Physiology, CardioThoracic and Vascular Department, Niguarda Ca' Granda Hospital, Piazza dell'Ospedale Maggiore, 3, Milano, Italy
| | - Aurelia Grosu
- CardioVascular Department, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1, Bergamo, Italy
| | - Alessandra Fontana
- CardioVascular Department, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1, Bergamo, Italy
| | - Attilio Iacovoni
- CardioVascular Department, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1, Bergamo, Italy
| | - Paola Ferrari
- CardioVascular Department, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1, Bergamo, Italy
| | - Massimo Volpe
- Division of Cardiology, Department of Clinical and Molecular Medicine, Sant'Andrea Hospital University of Rome Sapienza, Via di Grottarossa, 00189 Roma, Italy.,IRCCS Neuromed, Loc. Camerelle, Pozzilli IS, Italy
| | - Luciano De Biase
- Division of Cardiology, Department of Clinical and Molecular Medicine, Sant'Andrea Hospital University of Rome Sapienza, Via di Grottarossa, 00189 Roma, Italy
| | - Gianfranco Parati
- Department of Cardiovascular, Neural and Metabolic Sciences, Istituto Auxologico Italiano, IRCCS, S. Luca Hospital, Milan, Italy, Department of Medicine and Surgery, University of Milano-Bicocca, Piazzale Brescia, 20, Milano, Italy
| | - Antonello Gavazzi
- Research Foundation, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1 - 24127 Bergamo, Italy
| | - Michele Senni
- CardioVascular Department, ASST Papa Giovanni XXIII Hospital, Piazza OMS, 1, Bergamo, Italy
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Gori M, Lam CSP, D’Elia E, Iorio AM, Calabrese A, Canova P, Cioffi G, De Maria R, Ghirardi A, Iacovoni A, Grosu A, Fontana A, Ferrari P, Parati G, Gavazzi A, Senni M. Integrating natriuretic peptides and diastolic dysfunction to predict adverse events in high-risk asymptomatic subjects. Eur J Prev Cardiol 2020; 28:937-945. [DOI: 10.1177/2047487319899618] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 12/17/2019] [Indexed: 12/28/2022]
Abstract
Abstract
Background
Natriuretic peptides and diastolic dysfunction have prognostic value in asymptomatic subjects at risk for heart failure. Their integration might further refine the risk stratification process in this setting. Aim of this paper was to explore the possibility to predict heart failure and death combining diastolic dysfunction and natriuretic peptides in an asymptomatic population at risk for heart failure.
Methods
Among 4047 subjects aged ≥55/≤80 years followed by 10 general practitioners in Italy, the DAVID-Berg study prospectively enrolled 623 asymptomatic outpatients at increased risk for heart failure. Baseline evaluation included electrocardiogram, echocardiogram, and natriuretic peptides collection. Based on diastolic dysfunction and natriuretic peptides, subjects were classified in four groups: control group (no diastolic dysfunction/normal natriuretic peptides, 57%), no diastolic dysfunction/high natriuretic peptides (9%), diastolic dysfunction/normal natriuretic peptides (24%), and diastolic dysfunction/high natriuretic peptides (11%). We applied Cox multivariable and Classification and Regression Tree analyses.
Results
The mean age of the population was 69 ± 7 years, 44% were women, mean left ventricular ejection fraction was 61%, and 35% had diastolic dysfunction. During a median follow-up of 5.7 years, 95 heart failure/death events occurred. Overall, diastolic dysfunction and natriuretic peptides were predictive of adverse events (respectively, hazard ratio 1.91, confidence interval 1.19–3.05, padjusted = 0.007, and hazard ratio 2.25, confidence interval 1.35–3.74, padjusted = 0.002) with Cox analysis. However, considering the four study subgroups, only the group with diastolic dysfunction/high natriuretic peptides had a significantly worse prognosis compared to the control group (hazard ratio 4.48, confidence interval 2.31–8.70, padjusted < 0.001). At Classification and Regression Tree analysis, diastolic dysfunction/high natriuretic peptides was the strongest prognostic factor (risk range 24–58%).
Conclusions
The DAVID-Berg data suggest that we look for the quite common combination of diastolic dysfunction/high natriuretic peptides to correctly identify asymptomatic subjects at greater risk for incident heart failure/death, thus more suitable for preventive interventions.
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Affiliation(s)
- Mauro Gori
- Cardiovascular Department, Papa Giovanni XXIII Hospital, Italy
| | - Carolyn S P Lam
- National Heart Centre Singapore, Duke-National University of Singapore, Singapore
- University Medical Centre Groningen, the Netherlands
| | - Emila D’Elia
- Cardiovascular Department, Papa Giovanni XXIII Hospital, Italy
| | - Anna M Iorio
- Cardiovascular Department, Papa Giovanni XXIII Hospital, Italy
| | - Alice Calabrese
- Cardiovascular Department, Papa Giovanni XXIII Hospital, Italy
| | - Paolo Canova
- Cardiovascular Department, Papa Giovanni XXIII Hospital, Italy
| | | | - Renata De Maria
- CNR Institute of Clinical Physiology, Niguarda Ca' Granda Hospital, Italy
| | | | | | - Aurelia Grosu
- Cardiovascular Department, Papa Giovanni XXIII Hospital, Italy
| | | | - Paola Ferrari
- Cardiovascular Department, Papa Giovanni XXIII Hospital, Italy
| | - Gianfranco Parati
- Department of Cardiovascular, Neural and Metabolic Sciences, S. Luca Hospital, Italy
- Department of Health Sciences, University of Milano-Bicocca, Italy
| | | | - Michele Senni
- Cardiovascular Department, Papa Giovanni XXIII Hospital, Italy
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Grigorescu ED, Lacatusu CM, Floria M, Mihai BM, Cretu I, Sorodoc L. Left Ventricular Diastolic Dysfunction in Type 2 Diabetes-Progress and Perspectives. Diagnostics (Basel) 2019; 9:diagnostics9030121. [PMID: 31533216 PMCID: PMC6787758 DOI: 10.3390/diagnostics9030121] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 09/11/2019] [Accepted: 09/15/2019] [Indexed: 12/17/2022] Open
Abstract
In-depth understanding of early cardiovascular manifestations in diabetes is high on international research and prevention agendas given that cardiovascular events are the leading cause of death for diabetic patients. Our aim was to review recent developments in the echocardiographic assessment of left ventricular diastolic dysfunction (LVDD) as a telltale pre-clinical disturbance preceding diabetic cardiomyopathy. We analyzed papers in which patients had been comprehensively assessed echocardiographically according to the latest LVDD guidelines (2016), and those affording comparisons with previous, widely used recommendations (2009). We found that the updated algorithm for LVDD is more effective in predicting adverse cardiovascular events in patients with established LVDD, and less specific in grading other patients (labelled "indeterminate"). This may prove instrumental for recruiting "indeterminate" LVDD cases among patients with type 2 diabetes mellitus (T2DM) in future screening programs. As an interesting consideration, the elevated values of the index E/e' can point to early diastolic impairment, foretelling diabetic cardiomyopathy. Identifying subclinical signs early makes clinical sense, but the complex nature of T2DM calls for further research. Specifically, longitudinal studies on rigorously selected cohorts of diabetic patients are needed to better understand and predict the subtle, slow onset of cardiac manifestations with T2DM as a complicating backdrop.
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Affiliation(s)
- Elena-Daniela Grigorescu
- Diabetes, Nutrition and Metabolic Diseases, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania (B.-M.M.)
| | - Cristina-Mihaela Lacatusu
- Diabetes, Nutrition and Metabolic Diseases, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania (B.-M.M.)
- “Sf. Spiridon” Emergency Hospital, 700111 Iași, Romania; (M.F.); (L.S.)
- Correspondence: ; Tel.: +40-72-321-1116
| | - Mariana Floria
- “Sf. Spiridon” Emergency Hospital, 700111 Iași, Romania; (M.F.); (L.S.)
- Internal Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania
| | - Bogdan-Mircea Mihai
- Diabetes, Nutrition and Metabolic Diseases, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania (B.-M.M.)
- “Sf. Spiridon” Emergency Hospital, 700111 Iași, Romania; (M.F.); (L.S.)
| | - Ioana Cretu
- Department Preventive Medicine and Interdisciplinarity, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
| | - Laurentiu Sorodoc
- “Sf. Spiridon” Emergency Hospital, 700111 Iași, Romania; (M.F.); (L.S.)
- Internal Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania
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Gori M, Redfield MM, Calabrese A, Canova P, Cioffi G, De Maria R, Grosu A, Fontana A, Iacovoni A, Ferrari P, Parati G, Gavazzi A, Senni M. Is mild asymptomatic left ventricular systolic dysfunction always predictive of adverse events in high-risk populations? Insights from the DAVID-Berg study. Eur J Heart Fail 2018; 20:1540-1548. [DOI: 10.1002/ejhf.1298] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 07/09/2018] [Accepted: 07/16/2018] [Indexed: 12/28/2022] Open
Affiliation(s)
- Mauro Gori
- Cardiovascular Department; ASST Papa Giovanni XXIII Hospital; Bergamo Italy
| | | | - Alice Calabrese
- Cardiovascular Department; ASST Papa Giovanni XXIII Hospital; Bergamo Italy
| | - Paolo Canova
- Cardiovascular Department; ASST Papa Giovanni XXIII Hospital; Bergamo Italy
| | - Giovanni Cioffi
- Department of Cardiology; Villa Bianca Hospital; Trento Italy
| | - Renata De Maria
- CNR Institute of Clinical Physiology, Cardio-Thoracic and Vascular Department; Niguarda Hospital; Milan Italy
| | - Aurelia Grosu
- Cardiovascular Department; ASST Papa Giovanni XXIII Hospital; Bergamo Italy
| | - Alessandra Fontana
- Cardiovascular Department; ASST Papa Giovanni XXIII Hospital; Bergamo Italy
| | - Attilio Iacovoni
- Cardiovascular Department; ASST Papa Giovanni XXIII Hospital; Bergamo Italy
| | - Paola Ferrari
- Cardiovascular Department; ASST Papa Giovanni XXIII Hospital; Bergamo Italy
| | - Gianfranco Parati
- Department of Cardiovascular, Neural and Metabolic Sciences, S. Luca Hospital, Istituto Auxologico Italiano, IRCCS, Milan, Italy; Department of Health Sciences; University of Milano-Bicocca; Milan Italy
| | - Antonello Gavazzi
- FROM Research Foundation; ASST Papa Giovanni XXIII Hospital; Bergamo Italy
| | - Michele Senni
- Cardiovascular Department; ASST Papa Giovanni XXIII Hospital; Bergamo Italy
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