1
|
Wijesuriya N, Mehta V, De Vere F, Howell S, Niederer SA, Burri H, Sperzel J, Calo L, Thibault B, Lin W, Lee K, Grammatico A, Varma N, Gwechenberger M, Leclercq C, Rinaldi CA. Heart size disparity drives sex-specific response to cardiac resynchronization therapy: a post-hoc analysis of the MORE-MPP CRT trial. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.12.05.23299532. [PMID: 38106113 PMCID: PMC10723565 DOI: 10.1101/2023.12.05.23299532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Background Studies have reported that female sex predicts superior cardiac resynchronization therapy (CRT) response. One theory is that this association is related to smaller female heart size, thus increased "relative dyssynchrony" at given QRS durations (QRSd). Objective To investigate the mechanisms of sex-specific CRT response relating to heart size, relative dyssynchrony, cardiomyopathy type, QRS morphology, and other patient characteristics. Methods A post-hoc analysis of the MORE-CRT MPP trial (n=3739, 28% female), with a sub-group analysis of patients with non-ischaemic cardiomyopathy (NICM) and left bundle branch block (LBBB) (n=1308, 41% female) to control for confounding characteristics. A multivariable analysis examined predictors of response to 6 months of conventional CRT, including sex and relative dyssynchrony, measured by QRSd/LVEDV (left ventricular end-diastolic volume). Results Females had a higher CRT response rate than males (70.1% vs. 56.8%, p<0.0001). Subgroup analysis: Regression analysis of the NICM LBBB subgroup identified QRSd/LVEDV, but not sex, as a modifier of CRT response (p<0.0039). QRSd/LVEDV was significantly higher in females (0.919) versus males (0.708, p<0.001). CRT response was 78% for female patients with QRSd/LVEDV>median value, compared to 68% < median value (p=0.012). Association between CRT response and QRSd/LVEDV was strongest at QRSd<150ms. Conclusions In the NICM LBBB population, increased relative dyssynchrony in females, who have smaller heart sizes than their male counterparts, is a driver of sex-specific CRT response, particularly at QRSd <150ms. Females may benefit from CRT at a QRSd <130ms, opening the debate on whether sex-specific QRSd cut-offs or QRS/LVEDV measurement should be incorporated into clinical guidelines.
Collapse
Affiliation(s)
- Nadeev Wijesuriya
- King’s College London, UK
- Guy’s and St Thomas’s NHS Foundation Trust, London, UK
| | - Vishal Mehta
- King’s College London, UK
- Guy’s and St Thomas’s NHS Foundation Trust, London, UK
| | - Felicity De Vere
- King’s College London, UK
- Guy’s and St Thomas’s NHS Foundation Trust, London, UK
| | - Sandra Howell
- King’s College London, UK
- Guy’s and St Thomas’s NHS Foundation Trust, London, UK
| | - Steven A Niederer
- King’s College London, UK
- National Heart and Lung Institute, Imperial College London, UK
| | - Haran Burri
- University Hospital of Geneva, Geneva, Switzerland
| | | | | | | | | | | | | | | | | | | | - Christopher A Rinaldi
- King’s College London, UK
- Guy’s and St Thomas’s NHS Foundation Trust, London, UK
- Cleveland Clinic, London, UK
| |
Collapse
|
2
|
Martínez-Solano J, Martínez-Sellés M. Sudden Death in Men Versus Women with Heart Failure. Curr Heart Fail Rep 2023; 20:129-137. [PMID: 36881322 DOI: 10.1007/s11897-023-00596-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/22/2023] [Indexed: 03/08/2023]
Abstract
PURPOSE OF REVIEW Sudden cardiac death (SCD) represents the most feared complication of heart failure (HF). This review intends to provide insight on our current knowledge of sex differences in SCD mechanisms, prevention, and management in HF patients. RECENT FINDINGS Women with HF present a better prognosis than men and have a lower incidence of SCD, irrespective of the presence of ischemic heart disease and age. The influence of sex hormones, sex differences in intracellular calcium handling, and a differential myocardial remodeling may explain such a gap between men and women. Both HF drugs and ventricular arrhythmias ablation seems also useful for the management of women at risk of SCD, but special care must be taken with the use of antiarrhythmic QT-prolonging drugs. However, implantable cardioverter defibrillator (ICD) use has not been shown to be equally effective in women than men. Sex-specific recommendations regarding SCD in HF are still lacking due to the scarcity of information and the under-representation of women in clinical trials. Further investigation is required to provide specific risk stratification models in women. Cardiac magnetic resonance imaging, genetics development, and personalized medicine will probably play an increasing role in this evaluation.
Collapse
Affiliation(s)
- Jorge Martínez-Solano
- Servicio de Cardiología, Hospital General Universitario Gregorio Marañón, Calle Doctor Esquerdo, 46, 28007, Madrid, Spain
| | - Manuel Martínez-Sellés
- Servicio de Cardiología, Hospital General Universitario Gregorio Marañón, Calle Doctor Esquerdo, 46, 28007, Madrid, Spain. .,Universidad Europea, Universidad Complutense, Madrid, Spain.
| |
Collapse
|
3
|
Gómez-Mesa JE, Márquez MF, Figueiredo M, Berni A, Jerez A, Núñez E, Pow-Chon F, Pava-Molano LF, Montes MC, Galindo-Coral S, Garillo R, Reyes-Caorsi W, Speranza M. Interamerican Society of Cardiology (CIFACAH - ELECTROSIAC)/Latin American Heart Rhythm Society (LAHRS): multidisciplinary review on the appropriate use of cardiac resynchronization therapy in heart failure. ARCHIVOS DE CARDIOLOGIA DE MEXICO 2023; 93:39-53. [PMID: 37918411 PMCID: PMC10665009 DOI: 10.24875/acm.23000061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 03/13/2023] [Indexed: 04/29/2023] Open
Abstract
Epidemiological studies suggest that approximately half of the patients with heart failure (HF) have reduced ejection fraction, while the other half have normal ejection fraction (EF). Currently, international guidelines consider QRS duration greater than 130 ms, in the presence of ventricular dysfunction (EF < 35%), as a criterion for selecting patients for cardiac resynchronization therapy (CRT). CRT helps restore intraventricular and auriculoventricular synchrony, improving left ventricular (LV) performance, reducing functional mitral regurgitation, and inducing reverse LV remodeling. This is evidenced by increased LV filling time and left ventricular ejection fraction, decreased LV end-diastolic and end-systolic volumes, mitral regurgitation, and septal dyskinesia. Because the mechanisms of dyssynchrony may be heterogeneous, no single measure may accurately predict response to CRT. Finally, CRT has been progressively shown to be safe and feasible, improves functional status and quality of life, reversely remodels the LV, decreases the number of hospitalizations, total mortality in patients with refractory HF, LV dysfunction, and intraventricular conduction disorders; is a pacemaker-based therapy for HF and thanks to current technology, safe remote monitoring of almost all types of cardiac devices is possible and provides useful alerts in clinical practice.
Collapse
Affiliation(s)
- Juan E. Gómez-Mesa
- Departamento de Cardiología, Fundación Valle del Lili, Cali, Colombia
- Facultad de Medicina, Universidad Icesi, Cali, Colombia
- Interamerican Council of Heart Failure and Pulmonary Hypertension (CIFACAH), Ciudad de México, Mexico
- Interamerican Society of Cardiology (IASC), Ciudad de México, México
| | - Manlio F. Márquez
- Interamerican Society of Cardiology (IASC), Ciudad de México, México
- Departamento de Cardiología, Instituto Nacional de Cardiología Ignacio Chávez, Ciudad de México, México
- Interamerican Council of Electrocardiography and Arrhythmias (ELECTROSIAC)
| | - Marcio Figueiredo
- Departamento de Cardiología, University of Campinas (UNICAMP) Hospital, Campinas, Brasil
- Latin American Heart Rhythm Society (LAHRS), Montevideo, Uruguay
| | - Ana Berni
- Interamerican Society of Cardiology (IASC), Ciudad de México, México
- Interamerican Council of Electrocardiography and Arrhythmias (ELECTROSIAC)
- Departamento de Cardiología, Hospital Ángeles Pedregal, Ciudad de México, México
| | - Ana Jerez
- Interamerican Council of Heart Failure and Pulmonary Hypertension (CIFACAH), Ciudad de México, Mexico
- Interamerican Society of Cardiology (IASC), Ciudad de México, México
- Departamento de Cardiología, Instituto de Cardiología y Cirugía Cardiovascular, La Habana, Cuba
| | - Elaine Núñez
- Interamerican Council of Heart Failure and Pulmonary Hypertension (CIFACAH), Ciudad de México, Mexico
- Interamerican Society of Cardiology (IASC), Ciudad de México, México
- Unidad de Electrofisiología, Arritmias y Marcapasos, CEDIMAT, Santo Domingo, República Dominicana
| | - Freddy Pow-Chon
- Interamerican Council of Heart Failure and Pulmonary Hypertension (CIFACAH), Ciudad de México, Mexico
- Interamerican Society of Cardiology (IASC), Ciudad de México, México
- Departamento de Cardiología, Hospital Luis Vernaza, Guayaquil, Ecuador
| | - Luis F. Pava-Molano
- Departamento de Cardiología, Fundación Valle del Lili, Cali, Colombia
- Latin American Heart Rhythm Society (LAHRS), Montevideo, Uruguay
| | - María C. Montes
- Centro de Investigaciones Clínicas, Fundación Valle del Lili, Cali, Colombia
| | | | - Raúl Garillo
- Interamerican Society of Cardiology (IASC), Ciudad de México, México
- Interamerican Council of Electrocardiography and Arrhythmias (ELECTROSIAC)
- Facultad de Ciencias Médicas, Pontificia Universidad Católica Argentina, Buenos Aires, Argentina
| | - Walter Reyes-Caorsi
- Interamerican Society of Cardiology (IASC), Ciudad de México, México
- Interamerican Council of Electrocardiography and Arrhythmias (ELECTROSIAC)
- Comisión Honoraria para la Salud Cardiovascular, Montevideo, Uruguay
| | - Mario Speranza
- Interamerican Council of Heart Failure and Pulmonary Hypertension (CIFACAH), Ciudad de México, Mexico
- Interamerican Society of Cardiology (IASC), Ciudad de México, México
- Departamento de Cardiología, Hospital Clínica Bíblica, San José, Costa Rica
| |
Collapse
|
4
|
Abstract
Autonomic imbalance with a sympathetic dominance is acknowledged to be a critical determinant of the pathophysiology of chronic heart failure with reduced ejection fraction (HFrEF), regardless of the etiology. Consequently, therapeutic interventions directly targeting the cardiac autonomic nervous system, generally referred to as neuromodulation strategies, have gained increasing interest and have been intensively studied at both the pre-clinical level and the clinical level. This review will focus on device-based neuromodulation in the setting of HFrEF. It will first provide some general principles about electrical neuromodulation and discuss specifically the complex issue of dose-response with this therapeutic approach. The paper will thereafter summarize the rationale, the pre-clinical and the clinical data, as well as the future prospectives of the three most studied form of device-based neuromodulation in HFrEF. These include cervical vagal nerve stimulation (cVNS), baroreflex activation therapy (BAT), and spinal cord stimulation (SCS). BAT has been approved by the Food and Drug Administration for use in patients with HfrEF, while the other two approaches are still considered investigational; VNS is currently being investigated in a large phase III Study.
Collapse
Affiliation(s)
- Veronica Dusi
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza, University of Turin , Corso Bramante 88, 10126 Turin , Italy
| | - Filippo Angelini
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza, University of Turin , Corso Bramante 88, 10126 Turin , Italy
| | - Michael R Zile
- Division of Cardiology, Department of Medicine, Medical University of South Carolina and RHJ Department of Veteran's Affairs Medical Center , Charleston, SC , USA
| | - Gaetano Maria De Ferrari
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza, University of Turin , Corso Bramante 88, 10126 Turin , Italy
| |
Collapse
|
5
|
Association between electrical and mechanical remodeling after cardiac resynchronization therapy: systematic review and meta-analysis of observational studies. Heart Fail Rev 2022; 27:2165-2176. [DOI: 10.1007/s10741-022-10234-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/22/2022] [Indexed: 11/26/2022]
|
6
|
Martins R, António N, Donato H, Oliveiros B. Predictors of echocardiographic response to cardiac resynchronization therapy: A systematic review with Meta-Analysis. IJC HEART & VASCULATURE 2022; 39:100979. [PMID: 35252540 PMCID: PMC8891947 DOI: 10.1016/j.ijcha.2022.100979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 01/30/2022] [Accepted: 02/20/2022] [Indexed: 11/17/2022]
Abstract
NYHA class II seems to predict response to CRT. We should not delay CRT, trying medical management first, even in mildly symptomatic patients. Atrial fibrillation patients must have the same indication for CRT as those in sinus rhythm.
Background At least 30% of the patients do not respond to cardiac resynchronization therapy (CRT). We performed a systematic review and meta-analysis of real-world studies trying to identify predictors of response to CRT. Methods PubMed, Embase and Cochrane Central Register of Controlled Trials (CENTRAL) were searched for observational prospective studies, referring the evaluation of response to CRT, defined as a decrease in left ventricle end-systolic volume (LVESV) ≥ 15% at 6-month follow-up, via two-dimensional echocardiography. Results A total of 24 studies were included. The meta-analysis showed that female gender (p = 0.018), non-ischemic cardiomyopathy (NICM) (p < 0.001), left bundle branch morphology (LBBB) (p = 0.001), longer QRS (p < 0.001) and New York Heart Association (NYHA) class II (p = 0.014) appear to favor response to CRT. After ROC analysis and logistic regression procedures, female gender (kappa = 0.450; p < 0.001), NICM (kappa = 0.636; p < 0.001), LBBB (kappa = 0.935; p < 0.001), and NYHA class II (kappa = 0.647; p < 0.001) were identified as independent predictors of response to CRT, being LBBB the most reliable one (sensitivity = 97.24%; specificity = 98.86%). Conclusions Female gender, NICM, LBBB and NYHA class II are baseline variables with an apparent capability to independently predict response to CRT, being LBBB the most reliable one.
Collapse
Affiliation(s)
- Rodrigo Martins
- Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal
| | - Natália António
- Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal
- Serviço de Cardiologia, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- Corresponding author.
| | - Helena Donato
- Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal
- Serviço de Documentação, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | | |
Collapse
|
7
|
McKay B, Tseng NWH, Sheikh HI, Syed MK, Pakosh M, Caterini JE, Sharma A, Colella TJF, Konieczny KM, Connelly KA, Graham MM, McDonald M, Banks L, Randhawa VK. Sex, Race, and Age Differences of Cardiovascular Outcomes in Cardiac Resynchronization Therapy RCTs: A Systematic Review and Meta-analysis. CJC Open 2022; 3:S192-S201. [PMID: 34993449 PMCID: PMC8712541 DOI: 10.1016/j.cjco.2021.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 09/07/2021] [Indexed: 11/05/2022] Open
Abstract
Background Cardiac resynchronization therapy (CRT) is beneficial in patients who have heart failure with reduced ejection fraction or arrhythmic events. However, most randomized controlled trials (RCTs) showing survival benefits primarily enrolled older white men. This study aims to evaluate CRT efficacy by sex, race, and age in RCTs. Methods Five electronic databases (CINAHL, Embase, Emcare, Medline, and PubMed) were searched from inception to July 12, 2021 for RCTs with CRT in adult patients. Data were analyzed for clinical outcomes including all-cause or cardiovascular (CV) death, worsening heart failure (HF), and HF hospitalization (HFH) according to sex, race, and age. Results Among six RCTs with up to moderate risk of bias, 54% (n = 3,630 of 6,682; mean age 64 years, 22% female, 8% black patients) had CRT device implantation. All-cause death (odds ratio [OR], 0.51; P = 0.053) was reduced in female versus male CRT patients, whereas CV death, HFH, or all-cause death with worsening HF or HFH did not differ significantly. No difference was seen in CRT patients for all-cause death and worsening HF (OR, 1.32; P = 0.46) among white vs black patients or for all-cause death and HFH (OR, 1.19; P = 0.55) among ≥ 65 versus < 65 years. Conclusions Whereas all-cause death was lower in female CRT patients, other reported outcomes did not significantly differ by sex, race, or age. Only 6 studies partially reported outcomes. Thus, enhanced reporting and analyses are required to overcome such paucity of data to evaluate the impact of these factors on clinical outcomes in distinct patient cohorts with CRT indication.
Collapse
Affiliation(s)
- Bradley McKay
- Faculty of Health Sciences, Ontario Tech University, Oshawa, Ontario, Canada
| | | | - Hassan I Sheikh
- Faculty of Health Sciences, Ontario Tech University, Oshawa, Ontario, Canada
| | - Mohammad K Syed
- Faculty of Health Sciences, Ontario Tech University, Oshawa, Ontario, Canada
| | - Maureen Pakosh
- Library & Information Services, University Health Network, Toronto, Ontario, Canada
| | | | - Abhinav Sharma
- Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - Tracey J F Colella
- KITE, Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada.,Lawrence S. Bloomberg Faculty of Nursing, Faculty of Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
| | - Kaja M Konieczny
- Department of Cardiology, St Michael's Hospital, Toronto, Ontario, Canada
| | - Kim A Connelly
- Department of Cardiology, St Michael's Hospital, Toronto, Ontario, Canada
| | - Michelle M Graham
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Michael McDonald
- Division of Cardiology, Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada
| | - Laura Banks
- Faculty of Health Sciences, Ontario Tech University, Oshawa, Ontario, Canada.,KITE, Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Varinder Kaur Randhawa
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA
| |
Collapse
|
8
|
Dewidar O, Dawit H, Barbeau V, Birnie D, Welch V, Wells GA. Sex Differences in Implantation and Outcomes of Cardiac Resynchronization Therapy in Real-World Settings: A Systematic Review of Cohort Studies. CJC Open 2022; 4:75-84. [PMID: 35072030 PMCID: PMC8767135 DOI: 10.1016/j.cjco.2021.09.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 09/02/2021] [Indexed: 11/29/2022] Open
Abstract
Background Evidence from randomized trials is conflicting on the effects of cardiac resynchronization therapy (CRT) by sex, and differences in access are unknown. We examined sex differences in the implantation rates and outcomes in patients treated with CRT using cohort studies. Methods We followed a pre-specified protocol (International Prospective Register of Systematic Reviews [PROSPERO]: CRD42020204804). MEDLINE, Embase, and Web of Science were searched for cohort studies from January 2000 to June 2020 that evaluated the response to CRT in patients ≥ 18 years old and reported sex-specific information in any language. Results We included 97 studies (1,172,654 men and 486,553 women). Men received CRT more frequently than women (median ratio, 3.16; 25th to 75th interquartile range, 2.48-3.62). In the unadjusted analysis, men had a greater long-term all-cause mortality rate after CRT, compared with women (hazard ratio [HR], 1.50; 95% confidence interval [CI], 1.38-1.63; P < 0.001). Adjustment for confounders did not affect the strength or direction of association (HR, 1.45; 95% CI, 1.32-1.59; P < 0.001). Women achieved a greater rate of improvement in left ejection fraction compared with men (HR, 4.66; 95% CI, 4.23-5.13; P < 0.001). Men had a lower risk of a pneumothorax (relative risk, 0.21; 95% CI, 0.13-0.34; P < 0.001]); otherwise, there were no differences in complications. Conclusions We found in this large meta-analysis that men were more often implanted with CRT than women, yet men had a higher long-term all-cause mortality following CRT, compared with women, and smaller improvement in left ventricular ejection fraction. Reasons for this difference in implantation rates of CRT in real-world practice need to be investigated.
Collapse
Affiliation(s)
- Omar Dewidar
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Bruyère Research Institute, University of Ottawa, Ottawa, Ontario, Canada
- Corresponding author: Omar Dewidar, 1502-1541 Lycée Place, Ottawa, Ontario K1G 4E2, Canada. Tel.: +1-613-501-0632.
| | - Haben Dawit
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Victoria Barbeau
- Bruyère Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - David Birnie
- Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Vivian Welch
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Bruyère Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - George A. Wells
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Cardiovascular Research Methods Centre, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| |
Collapse
|
9
|
Lala A, Tayal U, Hamo CE, Youmans Q, Al-Khatib SM, Bozkurt B, Davis MB, Januzzi J, Mentz R, Sauer A, Walsh MN, Yancy C, Gulati M. Sex Differences in Heart Failure. J Card Fail 2021; 28:477-498. [PMID: 34774749 DOI: 10.1016/j.cardfail.2021.10.006] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 10/29/2021] [Accepted: 10/29/2021] [Indexed: 12/11/2022]
Abstract
Heart failure (HF) continues to be a major contributor of morbidity and mortality for men and women alike, yet how the predisposition for, course and management of HF differ between men and women remains underexplored. Sex differences in traditional risk factors as well as sex-specific risk factors influence the prevalence and manifestation of HF in unique ways. The pathophysiology of HF differs between men and women and may explain sex-specific differences in clinical presentation and diagnosis. This in turn contributes to variation in response to both pharmacologic and device/surgical therapy. This review examines sex-specific differences in HF spanning prevalence, risk factors, pathophysiology, presentation, and therapies with a specific focus on highlighting gaps in knowledge with calls to action for future research efforts.
Collapse
Affiliation(s)
- Anuradha Lala
- Zena and Michael A. Wiener Cardiovascular Institute & Department of Population Health Science & Policy at Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Upasana Tayal
- National Heart Lung Institute, Imperial College London, UK, Royal Brompton Hospital, London, UK
| | - Carine E Hamo
- Zena and Michael A. Wiener Cardiovascular Institute & Department of Population Health Science & Policy at Icahn School of Medicine at Mount Sinai, New York, NY
| | - Quentin Youmans
- Northwestern University, Department of Medicine, Chicago, IL
| | - Sana M Al-Khatib
- Division of Cardiology, Duke Clinical Research Institute, Duke University Medical Center, Durham, NC
| | - Biykem Bozkurt
- Winters Center for Heart Failure, Cardiovascular Research Institute, Cardiology, Baylor College of Medicine, Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - Melinda B Davis
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - James Januzzi
- Cardiology Division, Massachusetts General Hospital; Trial Design, Baim Institute for Clinical Research
| | - Robert Mentz
- Division of Cardiology, Duke Clinical Research Institute, Duke University Medical Center, Durham, NC
| | - Andrew Sauer
- Department of Cardiovascular Medicine, The University of Kansas Medical Center, Kansas City, KS, USA
| | | | - Clyde Yancy
- Northwestern University, Department of Medicine, Chicago, IL
| | | |
Collapse
|
10
|
Lindenfeld J, Gupta R, Grazette L, Ruddy JM, Tsao L, Galle E, Rogers T, Sears S, Zannad F. Response by Sex in Patient-Centered Outcomes With Baroreflex Activation Therapy in Systolic Heart Failure. JACC-HEART FAILURE 2021; 9:430-438. [PMID: 33992562 PMCID: PMC8852222 DOI: 10.1016/j.jchf.2021.01.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 01/04/2021] [Accepted: 01/26/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVES The aim of this study was to assess sex differences in the efficacy and safety of baroreflex activation therapy (BAT) in the BeAT-HF (Baroreflex Activation Therapy for Heart Failure) trial. BACKGROUND Patients were randomized 1:1 to receive guideline-directed medical therapy (GDMT) alone (control group) or BAT plus GDMT. METHODS Pre-specified subgroup analyses including change from baseline to 6 months in 6-min walk distance (6MWD), quality of life (QoL) assessed using the Minnesota Living With Heart Failure Questionnaire (MLWHQ), New York Heart Association (NYHA) functional class, and N-terminal pro–B-type natriuretic peptide (NT-proBNP) were conducted in men versus women. RESULTS Fifty-three women and 211 men were evaluated. Women had similar baseline NT-proBNP levels, 6MWDs, and percentage of subjects with NYHA functional class III symptoms but poorer MLWHQ scores (mean 62 ± 22 vs. 50 ± 24; p = 0.01) compared with men. Women experienced significant improvement from baseline to 6 months with BAT plus GDMT relative to GDMT alone in MLWHQ score (—34 ± 27 vs. —9 ± 23, respectively; p < 0.01), 6MWD (44 ± 45 m vs. —32 118 m; p < 0.01), and improvement in NYHA functional class (70% vs. 27%; p < 0.01), similar to the responses seen in men, with no significant difference in safety. Women receiving BAT plus GDMT had a significant decrease in NT-proBNP (—43% vs. 7% with GDMT alone; difference —48%; p < 0.01), while in men this decrease was —15% versus 2%, respectively (difference —17%; p = 0.08), with an interaction p value of 0.05. CONCLUSIONS Women in BeAT-HF had poorer baseline QoL than men but demonstrated similar improvements with BAT in 6MWD, QoL, and NYHA functional class. Women had a significant improvement in NT-proBNP, whereas men did not. (Baroreflex Activation Therapy for Heart Failure [BeAT-HF]; NCT02627196) (J Am Coll Cardiol HF 2021;9:430–8)
Collapse
Affiliation(s)
- JoAnn Lindenfeld
- Division of Cardiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
| | - Richa Gupta
- Division of Cardiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Luanda Grazette
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Jean Marie Ruddy
- Medical University of South Carolina, Charleston, South Carolina, USA
| | - Lana Tsao
- Saint Elizabeth's Medical Center, Boston, Massachusetts, USA
| | | | | | - Samuel Sears
- East Carolina State University, Greenville, North Carolina, USA
| | - Faiez Zannad
- Inserm Centre d'Investigation, CHU de Nancy, Institute Lorrain du Coeur et des Vaisseaux, Université de Lorraine, Nancy, France
| |
Collapse
|
11
|
Vallabhajosyula S, Verghese D, Desai VK, Sundaragiri PR, Miller VM. Sex differences in acute cardiovascular care: a review and needs assessment. Cardiovasc Res 2021; 118:667-685. [PMID: 33734314 PMCID: PMC8859628 DOI: 10.1093/cvr/cvab063] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 01/16/2021] [Accepted: 03/03/2021] [Indexed: 12/17/2022] Open
Abstract
Despite significant progress in the care of patients suffering from cardiovascular disease, there remains a persistent sex disparity in the diagnosis, management, and outcomes of these patients. These sex disparities are seen across the spectrum of cardiovascular care, but, are especially pronounced in acute cardiovascular care. The spectrum of acute cardiovascular care encompasses critically ill or tenuous patients with cardiovascular conditions that require urgent or emergent decision-making and interventions. In this narrative review, the disparities in the clinical course, management, and outcomes of six commonly encountered acute cardiovascular conditions, some with a known sex-predilection will be discussed within the basis of underlying sex differences in physiology, anatomy, and pharmacology with the goal of identifying areas where improvement in clinical approaches are needed.
Collapse
Affiliation(s)
- Saraschandra Vallabhajosyula
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.,Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA.,Center for Clinical and Translational Science, Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN, USA.,Section of Interventional Cardiology, Division of Cardiovascular Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Dhiran Verghese
- Department of Medicine, Amita Health Saint Joseph Hospital, Chicago, IL, USA
| | - Viral K Desai
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA
| | - Pranathi R Sundaragiri
- Division of Hospital Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Virginia M Miller
- Department of Physiology and Biomedical Engineering, Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA.,Department of Surgery, Mayo Clinic, Rochester, MN, USA
| |
Collapse
|
12
|
Tokodi M, Behon A, Merkel ED, Kovács A, Tősér Z, Sárkány A, Csákvári M, Lakatos BK, Schwertner WR, Kosztin A, Merkely B. Sex-Specific Patterns of Mortality Predictors Among Patients Undergoing Cardiac Resynchronization Therapy: A Machine Learning Approach. Front Cardiovasc Med 2021; 8:611055. [PMID: 33718444 PMCID: PMC7947699 DOI: 10.3389/fcvm.2021.611055] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 01/27/2021] [Indexed: 12/31/2022] Open
Abstract
Background: The relative importance of variables explaining sex-related differences in outcomes is scarcely explored in patients undergoing cardiac resynchronization therapy (CRT). We sought to implement and evaluate machine learning (ML) algorithms for the prediction of 1- and 3-year all-cause mortality in CRT patients. We also aimed to assess the sex-specific differences in predictors of mortality utilizing ML. Methods: Using a retrospective registry of 2,191 CRT patients, ML models were implemented in 6 partially overlapping patient subsets (all patients, females, or males with 1- or 3-year follow-up). Each cohort was randomly split into training (80%) and test sets (20%). After hyperparameter tuning in the training sets, the best performing algorithm was evaluated in the test sets. Model discrimination was quantified using the area under the receiver-operating characteristic curves (AUC). The most important predictors were identified using the permutation feature importances method. Results: Conditional inference random forest exhibited the best performance with AUCs of 0.728 (0.645-0.802) and 0.732 (0.681-0.784) for the prediction of 1- and 3-year mortality, respectively. Etiology of heart failure, NYHA class, left ventricular ejection fraction, and QRS morphology had higher predictive power, whereas hemoglobin was less important in females compared to males. The importance of atrial fibrillation and age increased, while the importance of serum creatinine decreased from 1- to 3-year follow-up in both sexes. Conclusions: Using ML techniques in combination with easily obtainable clinical features, our models effectively predicted 1- and 3-year all-cause mortality in CRT patients. Sex-specific patterns of predictors were identified, showing a dynamic variation over time.
Collapse
Affiliation(s)
- Márton Tokodi
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Anett Behon
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | - Attila Kovács
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Zoltán Tősér
- Argus Cognitive, Inc., Lebanon, NH, United States
| | | | | | | | | | | | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| |
Collapse
|
13
|
Quesada A, Arteaga F, Romero-Villafranca R, Perez-Alvarez L, Martinez-Ferrer J, Alzueta-Rodriguez J, Fernández de la Concha J, Martinez JG, Viñolas X, Porres JM, Anguera I, Porro-Fernández R, Quesada-Ocete B, de la Guía-Galipienso F, Palanca V, Jimenez J, Quesada-Ocete J, Sanchis-Gomar F. Sex-Specific Ventricular Arrhythmias and Mortality in Cardiac Resynchronization Therapy Recipients. JACC Clin Electrophysiol 2020; 7:705-715. [PMID: 33358670 DOI: 10.1016/j.jacep.2020.10.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 10/19/2020] [Accepted: 10/21/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The study goal was to examine whether there are sex-related differences in the incidence of ventricular arrhythmias and mortality in CRT-defibrillator (CRT-D) recipients. BACKGROUND Few studies have evaluated sex-related benefits of cardiac resynchronization therapy (CRT). Moreover, data on sex-related differences in the occurrence of ventricular tachyarrhythmias in this population are limited. METHODS A multicenter retrospective study was conducted in 460 patients (355 male subjects and 105 female subjects) from the UMBRELLA (Incidence of Arrhythmia in Spanish Population With a Medtronic Implantable Cardiac Defibrillator Implant) national registry. Patients were followed up through remote monitoring after the first implantation of a CRT-D during a median follow-up of 2.2 ± 1.0 years. Sex differences were analyzed in terms of ventricular arrhythmia-treated incidence and death during the follow-up period, with a particular focus on primary prevention patients. RESULTS Baseline New York Heart Association functional class was worse in women compared with that in men (67.0% of women in New York Heart Association functional class III vs. 49.7% of men; p = 0.003), whereas women had less ischemic cardiac disease (20.8% vs. 41.7%; p < 0.001). Female sex was an independent predictor of ventricular arrhythmias (hazard ratio: 0.40; 95% confidence interval: 0.19 to 0.86; p = 0.020), as well as left ventricular ejection fraction and nonischemic cardiomyopathy. Mortality in women was one-half that of men, although events were scarce and without significant differences (2.9% vs. 5.6%; p = 0.25). CONCLUSIONS Women with left bundle branch block and implanted CRT have a lower rate of ventricular tachyarrhythmias than men. All-cause mortality in patients is, at least, similar between female and male subjects.
Collapse
Affiliation(s)
- Aurelio Quesada
- Arrhythmia Unit, Cardiology Service, General University Hospital Consortium of Valencia, Valencia, Spain; School of Medicine, Catholic University of Valencia San Vicente Mártir, Valencia, Spain.
| | - Francisco Arteaga
- School of Medicine, Catholic University of Valencia San Vicente Mártir, Valencia, Spain
| | | | - Luisa Perez-Alvarez
- Arrhythmia Unit, Cardiology Service, University Hospital Complex A Coruña, A Coruña, Spain
| | - José Martinez-Ferrer
- Arrhythmia Unit, Cardiology Service, University Hospital of Araba, Vitoria, Álava, Spain
| | | | | | - Juan G Martinez
- Arrhythmia Unit, Cardiology Service, General University Hospital of Alicante, Alicante, Spain
| | - Xavier Viñolas
- Arrhythmia Unit, Cardiology Service, Santa Creu and Sant Pau Hospital, Barcelona, Spain
| | - Jose M Porres
- Arrhythmia Unit, Intensive Care Service, University Hospital of Donostia, San Sebastian, Spain
| | - Ignasi Anguera
- Arrhythmia Unit, Cardiology Service, Bellvitge Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Rosa Porro-Fernández
- Arrhythmia Unit, Cardiology Service, San Pedro de Alcántara Hospital, Cáceres, Spain
| | - Blanca Quesada-Ocete
- Department of Cardiology II/Electrophysiology, Center of Cardiology, University Medical Center, Johannes Gutenberg-University Mainz, Mainz, Germany
| | | | - Victor Palanca
- Arrhythmia Unit, Cardiology Service, General University Hospital Consortium of Valencia, Valencia, Spain
| | - Javier Jimenez
- Arrhythmia Unit, Cardiology Service, General University Hospital Consortium of Valencia, Valencia, Spain
| | - Javier Quesada-Ocete
- Arrhythmia Unit, Cardiology Service, General University Hospital Consortium of Valencia, Valencia, Spain; School of Medicine, Catholic University of Valencia San Vicente Mártir, Valencia, Spain
| | - Fabian Sanchis-Gomar
- Department of Physiology, Faculty of Medicine, University of Valencia and INCLIVA Biomedical Research Institute, Valencia, Spain; Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, California, USA.
| | | |
Collapse
|
14
|
Vishram-Nielsen JKK, Foroutan F, Ross HJ, Gustafsson F, Alba AC. Performance of Prognostic Risk Scores in Heart Failure Patients: Do Sex Differences Exist? Can J Cardiol 2019; 36:45-53. [PMID: 31874750 DOI: 10.1016/j.cjca.2019.08.021] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 08/17/2019] [Accepted: 08/18/2019] [Indexed: 10/26/2022] Open
Abstract
BACKGROUND Sex differences in the performance of prognostic risk scores in heart failure (HF) patients have not previously been investigated. We examined the performance of 2 commonly used scores in predicting mortality and a composite end point consisting of ventricular assist device, heart transplantation, or mortality in women vs men with HF. METHODS This was a retrospective study of 1,136 (25% women) consecutive ambulatory adult HF patients with reduced left ventricular ejection fraction (≤ 40%) followed at a single institution from 2000 to 2012. Discrimination, calibration, and absolute risk reclassification of the Seattle Heart Failure Model (SHFM) and the Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) score to predict 1- and 3-year outcomes were compared between women and men. RESULTS At 1- and 3-year follow-ups, 116 (22% women) and 231 (21% women) patients died, respectively. Survival was equal between sexes (P = 0.41). The SHFM and the MAGGIC score showed similar discriminatory capacity in women (c-statistics 0.84, 95% CI 0.77-0.92, and 0.74, 95% CI 0.64-0.83) and men (c-statistics 0.74, 95% CI 0.69-0.79, and 0.70, 95% CI 0.64-0.75). There was no difference in the predicted and observed 1-year mortality by the scores in both sexes. Compared with the SHFM, the MAGGIC score better reclassified 10% (95% CI 7%-14%) of women and 18% (95% CI 15%-20%) of men. At 3-year follow-up, similar results were seen for discrimination, whereas both scores overestimated mortality with more marked overestimation in women. The results were reproducible for the composite end point, with improved calibration at 3-year follow-up in both scores. CONCLUSIONS Our findings support the use of the MAGGIC score in both women and men owing to better risk classification.
Collapse
Affiliation(s)
- Julie K K Vishram-Nielsen
- Heart Failure and Transplant Program, Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada; Department of Cardiology, Rigshospitalet, University Hospital of Copenhagen, Copenhagen, Denmark.
| | - Farid Foroutan
- Heart Failure and Transplant Program, Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada
| | - Heather J Ross
- Heart Failure and Transplant Program, Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada
| | - Finn Gustafsson
- Department of Cardiology, Rigshospitalet, University Hospital of Copenhagen, Copenhagen, Denmark
| | - Ana Carolina Alba
- Heart Failure and Transplant Program, Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada
| |
Collapse
|
15
|
HajKheder S, Haase-Fielitz A, Butter C. [Cardiac implantable electronic devices and health-related quality of life]. Herzschrittmacherther Elektrophysiol 2019; 30:160-167. [PMID: 30969354 DOI: 10.1007/s00399-019-0619-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Accepted: 03/24/2019] [Indexed: 06/09/2023]
Abstract
Patients, scientists and healthcare providers are increasingly interested in identifying interventions that not only reduce mortality but also improve symptoms, function and health-related quality of life. Health-related quality of life is a strong, independent predictor of mortality, cardiovascular events, hospitalization and treatment costs in patients with cardiac diseases. Remote monitoring of pacemakers has a positive effect on health-related quality of life and functional capacity and is equivalent to monitoring these patients in hospitals. Implantation of an implantable cardioverter defibrillator has a major impact on mental health, with the majority of patients experiencing the fear of ICD shocks as particularly detrimental to the quality of life. Variables, such as age, gender and duration of implantation should be considered in the assessment and planning of strategies for improving the quality of life of patients with electronic implantable cardiac devices.
Collapse
Affiliation(s)
- Salma HajKheder
- Abteilung für Kardiologie, Immanuel Klinikum Bernau Herzzentrum Brandenburg, Hochschulklinikum der Medizinischen Hochschule Brandenburg (MHB) Theodor Fontane, Ladeburger Str. 17, 16321, Bernau bei Berlin, Deutschland
| | - Anja Haase-Fielitz
- Abteilung für Kardiologie, Immanuel Klinikum Bernau Herzzentrum Brandenburg, Hochschulklinikum der Medizinischen Hochschule Brandenburg (MHB) Theodor Fontane, Ladeburger Str. 17, 16321, Bernau bei Berlin, Deutschland.
| | - Christian Butter
- Abteilung für Kardiologie, Immanuel Klinikum Bernau Herzzentrum Brandenburg, Hochschulklinikum der Medizinischen Hochschule Brandenburg (MHB) Theodor Fontane, Ladeburger Str. 17, 16321, Bernau bei Berlin, Deutschland
| |
Collapse
|
16
|
Nishimura M, Birgersdotter-Green U. Gender-Based Differences in Cardiac Resynchronization Therapy Response. Card Electrophysiol Clin 2019; 11:115-122. [PMID: 30717843 DOI: 10.1016/j.ccep.2018.11.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Cardiac resynchronization therapy (CRT) has been shown to have a multitude of beneficial effects in select patients with systolic heart failure, by enhancing reverse remodeling, improving quality of life and functional status, reducing risk of heart failure admission, and most importantly, improving survival. Although women were underrepresented in the clinical trials, they were demonstrated to derive greater therapeutic benefit from CRT compared with men. Importantly, women were noted to derive benefit at a lesser degree of QRS prolongation than men, well below the now generally accepted cutoff of QRS ≥150 milliseconds.
Collapse
Affiliation(s)
- Marin Nishimura
- Division of Cardiovascular Medicine, Department of Medicine, University of California, San Diego, 9500 Gilman Drive, Mail Code 7411, La Jolla, CA 92037-7411, USA
| | - Ulrika Birgersdotter-Green
- Pacemaker and ICD Services, Cardiac Electrophysiology Section, Division of Cardiology, Department of Medicine, University of California, San Diego, 9444 Medical Center Drive, MC 7411, La Jolla, CA 92037, USA.
| |
Collapse
|
17
|
Ignaszewski MT, Daugherty SL, Russo AM. Implantable Cardioverter-Defibrillators and Cardiac Resynchronization Therapy in Women. Heart Fail Clin 2019; 15:109-125. [PMID: 30449374 DOI: 10.1016/j.hfc.2018.08.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Implantable cardioverter-defibrillator and cardiac resynchronization therapy devices have been prescribed for patients with heart failure for several decades. Factors leading to increased usage include significant enhancements in technology and availability of multiple randomized clinical trials demonstrating their benefit with improved implementation of evidence-based guidelines. Despite these advances, gaps still exist in the utilization and referral of these devices, particularly among women. This article reviews the literature on these devices with a focus on gender differences and proposes reasons for why they exist.
Collapse
Affiliation(s)
- Maya T Ignaszewski
- Cooper University Hospital, 1 Cooper Plaza, 3 Dorrance, Camden, NJ 08103, USA.
| | - Stacie L Daugherty
- University of Colorado, Academic Office 1, 12631 East 17th Avenue B130, Aurora, CO 80045, USA
| | - Andrea M Russo
- Cooper University Hospital, 1 Cooper Plaza, 3 Dorrance, Camden, NJ 08103, USA
| |
Collapse
|
18
|
Sinagra G, Merlo M, Cannatà A. Gender medicine in dilated cardiomyopathy: pride and prejudice. Eur J Heart Fail 2018; 20:1401-1403. [PMID: 30091491 DOI: 10.1002/ejhf.1280] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Accepted: 06/10/2018] [Indexed: 01/08/2023] Open
Affiliation(s)
- Gianfranco Sinagra
- Cardiovascular Department, Cardiomyopathy Centre, University of Trieste, Trieste, Italy
| | - Marco Merlo
- Cardiovascular Department, Cardiomyopathy Centre, University of Trieste, Trieste, Italy
| | - Antonio Cannatà
- Cardiovascular Department, Cardiomyopathy Centre, University of Trieste, Trieste, Italy
| |
Collapse
|