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Choi JJ, Bhasin S, Levstik J, Walsh P, Oldham MA, Lee HB. Association between psychosocial factors and left ventricular assist device implant outcomes: A systematic review. Gen Hosp Psychiatry 2024; 90:132-140. [PMID: 39180882 PMCID: PMC11484476 DOI: 10.1016/j.genhosppsych.2024.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Revised: 08/15/2024] [Accepted: 08/16/2024] [Indexed: 08/27/2024]
Abstract
BACKGROUND Psychosocial assessment is a core component of the multidisciplinary evaluation for left ventricular assist device (LVAD) implantation. The degree to which psychosocial conditions are considered a contraindication to LVAD implantation continues to be debated. This systematic review examines modifiable psychosocial factors as predictors of outcomes in patients undergoing LVAD implantation. METHODS We conducted a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline. The search resulted in 2509 articles. After deduplication, abstract and full-text review, 20 relevant articles were identified. RESULTS Included studies evaluated socioeconomic status (n = 6), caregiver characteristics (n = 6), non-adherence (n = 6), substance use (n = 13), and psychiatric disorder (n = 8). The most commonly measured outcomes were all-cause death, readmission rate, and adverse events. Studies varied widely in definition of each psychosocial factor and selected outcomes. No psychosocial factor was consistently associated with a specific outcome in all studies. Socioeconomic status was generally not associated with outcomes. Non-adherence, psychiatric disorder, and substance use were associated with higher risks of mortality, adverse events, and/or readmission. Findings on caregiver characteristics were mixed. CONCLUSION Of the psychosocial factors studied, non-adherence, psychiatric disorder, and substance use were the most consistently associated with an increased risk of mortality, readmission, and/or adverse events. Heterogeneity in research methodology and study quality across studies precludes firm conclusions regarding the impact of psychosocial factors on long-term patient outcomes. The results of this review reveal a need for adequately powered studies that use uniform definitions of psychosocial factors to clarify relationships between these factors and outcomes after LVAD implantation.
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Affiliation(s)
- Joy J Choi
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA.
| | - Shreya Bhasin
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
| | - Johannes Levstik
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
| | - Patrick Walsh
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
| | - Mark A Oldham
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
| | - Hochang Benjamin Lee
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
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2
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Ahmad FS, Hu TL, Adler ED, Petito LC, Wehbe RM, Wilcox JE, Mutharasan RK, Nardone B, Tadel M, Greenberg B, Yagil A, Campagnari C. Performance of risk models to predict mortality risk for patients with heart failure: evaluation in an integrated health system. Clin Res Cardiol 2024; 113:1343-1354. [PMID: 38565710 PMCID: PMC11371523 DOI: 10.1007/s00392-024-02433-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 03/05/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Referral of patients with heart failure (HF) who are at high mortality risk for specialist evaluation is recommended. Yet, most tools for identifying such patients are difficult to implement in electronic health record (EHR) systems. OBJECTIVE To assess the performance and ease of implementation of Machine learning Assessment of RisK and EaRly mortality in Heart Failure (MARKER-HF), a machine-learning model that uses structured data that is readily available in the EHR, and compare it with two commonly used risk scores: the Seattle Heart Failure Model (SHFM) and Meta-Analysis Global Group in Chronic (MAGGIC) Heart Failure Risk Score. DESIGN Retrospective, cohort study. PARTICIPANTS Data from 6764 adults with HF were abstracted from EHRs at a large integrated health system from 1/1/10 to 12/31/19. MAIN MEASURES One-year survival from time of first cardiology or primary care visit was estimated using MARKER-HF, SHFM, and MAGGIC. Discrimination was measured by the area under the receiver operating curve (AUC). Calibration was assessed graphically. KEY RESULTS Compared to MARKER-HF, both SHFM and MAGGIC required a considerably larger amount of data engineering and imputation to generate risk score estimates. MARKER-HF, SHFM, and MAGGIC exhibited similar discriminations with AUCs of 0.70 (0.69-0.73), 0.71 (0.69-0.72), and 0.71 (95% CI 0.70-0.73), respectively. All three scores showed good calibration across the full risk spectrum. CONCLUSIONS These findings suggest that MARKER-HF, which uses readily available clinical and lab measurements in the EHR and required less imputation and data engineering than SHFM and MAGGIC, is an easier tool to identify high-risk patients in ambulatory clinics who could benefit from referral to a HF specialist.
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Affiliation(s)
- Faraz S Ahmad
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, 676 North Saint Clair Street, Suite 600, Chicago, IL, 60611, USA.
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, IL, USA.
- Institute for Augmented Intelligence in Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
| | - Ted Ling Hu
- Institute for Augmented Intelligence in Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Eric D Adler
- Division of Cardiology, Department of Medicine, UC San Diego School of Medicine, La Jolla, CA, USA
| | - Lucia C Petito
- Division of Biostatistics, Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ramsey M Wehbe
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, IL, USA
- Division of Cardiology, Department of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Jane E Wilcox
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, 676 North Saint Clair Street, Suite 600, Chicago, IL, 60611, USA
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, IL, USA
| | - R Kannan Mutharasan
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, 676 North Saint Clair Street, Suite 600, Chicago, IL, 60611, USA
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, IL, USA
| | - Beatrice Nardone
- Institute for Augmented Intelligence in Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Division of General Internal Medicine, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Matevz Tadel
- Physics Department, UC San Diego, La Jolla, CA, USA
| | - Barry Greenberg
- Division of Cardiology, Department of Medicine, UC San Diego School of Medicine, La Jolla, CA, USA
| | - Avi Yagil
- Physics Department, UC San Diego, La Jolla, CA, USA
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Godfrey S, Nixon J, Drazner MH, Farr M. The Impact of Kinlessness on Older Adults with Advanced Heart Failure. J Card Fail 2024:S1071-9164(24)00261-6. [PMID: 39097162 DOI: 10.1016/j.cardfail.2024.06.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 06/21/2024] [Accepted: 06/26/2024] [Indexed: 08/05/2024]
Abstract
Markers of social health, including kinlessness, social isolation and loneliness, have important implications for quality of life and health for older adults. As the population ages, there is a growing cohort of kinless older adults without living partners or children, particularly among disadvantaged groups. Kinlessness has been associated with worse mental and physical health, significant unmet care needs, increased risk of dementia, higher rates of long-term placement, and higher mortality rates than those for patients with kin. Although other markers of social health have been studied in patients with heart failure, little is known about kinlessness in this population of patients. This review outlines the data on kinlessness and its impact on patients' outcomes, and it proposes novel interventions to mitigate its effects.
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Affiliation(s)
- Sarah Godfrey
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX.
| | - Jennifer Nixon
- Department of Social Work, University of Texas Southwestern Medical Center, Dallas, TX
| | - Mark H Drazner
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Maryjane Farr
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX
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4
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Severo Sánchez A, González Martín J, de Juan Bagudá J, Morán Fernández L, Muñoz Guijosa C, Arribas Ynsaurriaga F, Delgado JF, García-Cosío Carmena MD. Sex and Gender-related Disparities in Clinical Characteristics and Outcomes in Heart Transplantation. Curr Heart Fail Rep 2024; 21:367-378. [PMID: 38861129 DOI: 10.1007/s11897-024-00670-0] [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: 05/23/2024] [Indexed: 06/12/2024]
Abstract
PURPOSE OF REVIEW Limited research has been conducted on sex disparities in heart transplant (HT). The aim of this review is to analyse the available evidence on the influence of sex and gender-related determinants in the entire HT process, as well as to identify areas for further investigation. RECENT FINDINGS Although women make up half of the population affected by heart failure and related mortality, they account for less than a third of HT recipients. Reasons for this inequality include differences in disease course, psychosocial factors, concerns about allosensitisation, and selection or referral bias in female patients. Women are more often listed for HT due to non-ischaemic cardiomyopathy and have a lower burden of cardiovascular risk factors. Although long-term prognosis appears to be similar for both sexes, there are significant disparities in post-HT morbidity and causes of mortality (noting a higher incidence of rejection in women and of malignancy and cardiac allograft vasculopathy in men). Additional research is required to gain a better understanding of the reasons behind gender disparities in eligibility and outcomes following HT. This would enable the fair allocation of resources and enhance patient care.
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Affiliation(s)
- Andrea Severo Sánchez
- Cardiology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
| | - Javier González Martín
- Cardiology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Centro Nacional de Investigaciones Biomédicas en Red de Enfermedades CardioVasculares (CIBERCV), Madrid, Spain
| | - Javier de Juan Bagudá
- Cardiology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Centro Nacional de Investigaciones Biomédicas en Red de Enfermedades CardioVasculares (CIBERCV), Madrid, Spain
- Department of Medicine, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain
| | - Laura Morán Fernández
- Cardiology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Centro Nacional de Investigaciones Biomédicas en Red de Enfermedades CardioVasculares (CIBERCV), Madrid, Spain
| | - Christian Muñoz Guijosa
- Centro Nacional de Investigaciones Biomédicas en Red de Enfermedades CardioVasculares (CIBERCV), Madrid, Spain
- Cardiac Surgery Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), 28041, Madrid, Spain
- Faculty of Medicine, Universidad Complutense de Madrid, Madrid, Spain
| | - Fernando Arribas Ynsaurriaga
- Cardiology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Centro Nacional de Investigaciones Biomédicas en Red de Enfermedades CardioVasculares (CIBERCV), Madrid, Spain
- Faculty of Medicine, Universidad Complutense de Madrid, Madrid, Spain
| | - Juan Francisco Delgado
- Cardiology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Centro Nacional de Investigaciones Biomédicas en Red de Enfermedades CardioVasculares (CIBERCV), Madrid, Spain
- Faculty of Medicine, Universidad Complutense de Madrid, Madrid, Spain
| | - María Dolores García-Cosío Carmena
- Cardiology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain.
- Centro Nacional de Investigaciones Biomédicas en Red de Enfermedades CardioVasculares (CIBERCV), Madrid, Spain.
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5
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Wang J, Okoh AK, Chen Y, Steinberg RS, Gangavelli A, Patel KJ, Ko YA, Alexis JD, Patel SA, Vega DJ, Daneshmand M, Defilippis EM, Breathett K, Morris AA. Association of Psychosocial Risk Factors With Quality of Life and Readmissions 1 Year After LVAD Implantation. J Card Fail 2024:S1071-9164(24)00120-9. [PMID: 38621441 DOI: 10.1016/j.cardfail.2024.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 02/29/2024] [Accepted: 03/12/2024] [Indexed: 04/17/2024]
Abstract
BACKGROUND Among patients with advanced heart failure (HF), treatment with a left ventricular assist device (LVAD) improves health-related quality of life (HRQOL). We investigated the association between psychosocial risk factors, HRQOL and outcomes after LVAD implantation. METHODS A retrospective cohort (n = 9832) of adults aged ≥ 19 years who received durable LVADs between 2008 and 2017 was identified by using the Interagency Registry for Mechanically Assisted Circulatory Support (INTERMACS). Patients were considered to have psychosocial risk factors if ≥ 1 of the following were present: (1) substance abuse; (2) limited social support; (3) limited cognitive understanding; (4) repeated nonadherence; and (5) major psychiatric disease. Multivariable logistic and linear regression models were used to evaluate the association between psychosocial risk factors and change in Kansas City Cardiomyopathy Questionnaire (KCCQ)-12 scores from baseline to 1 year, persistently poor HRQOL (KCCQ-12 score < 45 at baseline and 1 year), and 1-year rehospitalization. RESULTS Among the final analytic cohort, 2024 (20.6%) patients had ≥ 1 psychosocial risk factors. Psychosocial risk factors were associated with a smaller improvement in KCCQ-12 scores from baseline to 1 year (mean ± SD, 29.1 ± 25.9 vs 32.6 ± 26.1; P = 0.015) for a difference of -3.51 (95% confidence interval [CI]: -5.88 to -1.13). Psychosocial risk factors were associated with persistently poor HRQOL (adjusted odds ratio [aOR] 1.35, 95% confidence interval [CI] 1.04-1.74), and 1-year all-cause readmission (adjusted hazard ratio [aHR] 1.11, 95% CI 1.05-1.18). Limited social support, major psychiatric disorder and repeated nonadherence were associated with persistently poor HRQOL, while major psychiatric disorder was associated with 1-year rehospitalization. CONCLUSION The presence of psychosocial risk factors is associated with lower KCCQ-12 scores and higher risk for readmission at 1 year after LVAD implantation. These associations are statistically significant, but further research is needed to determine whether these differences are clinically meaningful.
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Affiliation(s)
- Jeffrey Wang
- Emory University School of Medicine, Division of Cardiology, Atlanta, GA
| | - Alexis K Okoh
- Emory University School of Medicine, Division of Cardiology, Atlanta, GA
| | - Yuxuan Chen
- Emory University Rollins School of Public Health, Department of Biostatistics and Bioinformatics, Atlanta, GA
| | | | - Apoorva Gangavelli
- Emory University School of Medicine, Division of Cardiology, Atlanta, GA
| | - Krishan J Patel
- Emory University School of Medicine, Division of Cardiology, Atlanta, GA
| | - Yi-An Ko
- Emory University Rollins School of Public Health, Department of Biostatistics and Bioinformatics, Atlanta, GA
| | - Jeffrey D Alexis
- University of Rochester Medical Center, Division of Cardiology, Rochester, NY
| | - Shivani A Patel
- Emory University Rollins School of Public Health, Hubert Department of Global Health, Atlanta, GA
| | - David J Vega
- Emory University School of Medicine, Department of Surgery, Atlanta, GA
| | - Mani Daneshmand
- Emory University School of Medicine, Department of Surgery, Atlanta, GA
| | - Ersilia M Defilippis
- Center for Advanced Cardiac Care, Columbia University Irving Medical Center, Division of Cardiology, New York, NY
| | - Khadijah Breathett
- Indiana University School of Medicine, Division of Cardiology, Indianapolis, IN
| | - Alanna A Morris
- Emory University School of Medicine, Division of Cardiology, Atlanta, GA.
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Lucà F, Pavan D, Gulizia MM, Manes MT, Abrignani MG, Benedetto FA, Bisceglia I, Brigido S, Caldarola P, Calvanese R, Canale ML, Caretta G, Ceravolo R, Chieffo A, Chimenti C, Cornara S, Cutolo A, Di Fusco SA, Di Matteo I, Di Nora C, Fattirolli F, Favilli S, Francese GM, Gelsomino S, Geraci G, Giubilato S, Ingianni N, Iorio A, Lanni F, Montalto A, Nardi F, Navazio A, Nesti M, Parrini I, Pilleri A, Pozzi A, Rao CM, Riccio C, Rossini R, Scicchitano P, Valente S, Zuccalà G, Gabrielli D, Grimaldi M, Colivicchi F, Oliva F. Italian Association of Hospital Cardiologists Position Paper 'Gender discrepancy: time to implement gender-based clinical management'. Eur Heart J Suppl 2024; 26:ii264-ii293. [PMID: 38784671 PMCID: PMC11110461 DOI: 10.1093/eurheartjsupp/suae034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024]
Abstract
It has been well assessed that women have been widely under-represented in cardiovascular clinical trials. Moreover, a significant discrepancy in pharmacological and interventional strategies has been reported. Therefore, poor outcomes and more significant mortality have been shown in many diseases. Pharmacokinetic and pharmacodynamic differences in drug metabolism have also been described so that effectiveness could be different according to sex. However, awareness about the gender gap remains too scarce. Consequently, gender-specific guidelines are lacking, and the need for a sex-specific approach has become more evident in the last few years. This paper aims to evaluate different therapeutic approaches to managing the most common women's diseases.
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Affiliation(s)
- Fabiana Lucà
- Cardiology Department, Grande Ospedale Metropolitano GOM, Reggio Calabria, Via Melacriono, 1, 89129 Reggio, Calabria, Italy
| | - Daniela Pavan
- Cardio-Cerebro-Rehabilitation Department, Azienda Sanitaria Friuli Occidentale, (AS FO) Via della Vecchia Ceramica, 1, Pordenone 33170, Italy
| | - Michele Massimo Gulizia
- Cardiology Unit, Cardiology Spoke Cetraro-Paola, San Franceco di paola Hospital, 87027 Paola, CS, Italy
| | - Maria Teresa Manes
- Cardiology Unit, Cardiology Spoke Cetraro-Paola, San Franceco di paola Hospital, 87027 Paola, CS, Italy
| | | | - Francesco Antonio Benedetto
- Cardiology Department, Grande Ospedale Metropolitano GOM, Reggio Calabria, Via Melacriono, 1, 89129 Reggio, Calabria, Italy
| | - Irma Bisceglia
- Cardio-Thoraco-Vascular Department, San Camillo Forlanini Hospital, 00152 Roma, Italy
| | - Silvana Brigido
- Cardiology Clinics, ‘F.’ Hospital Jaia’, 70014 Conversano, BA, Italy
| | | | | | | | - Giorgio Caretta
- Cardiology Unit, Sant’Andrea Hospital, 19100 La Spezia, SP, Italy
| | - Roberto Ceravolo
- Cardiology Division, Giovanni Paolo II Hospial, 88046 Lamezia Terme, CZ, Italy
| | - Alaide Chieffo
- Interventional Cardiology, IRCCS Ospedale San Raffaele, 20132 Milano, Italy
| | - Cristina Chimenti
- Department of Clinical, Internal, Anesthesiological and Cardiovascular Sciences, Policlinico Umberto I Hospital, Sapienza University of Rome, 00161 Roma, Italy
| | - Stefano Cornara
- Levante Cardiology, San Paolo Hospital, Savona, 17100 Savona, SV, Italy
| | - Ada Cutolo
- Cardiolog Unit, Ospedale dell’Angelo, 30172 Mestre, Italy
| | | | - Irene Di Matteo
- Cardiology Unit, Cariovascular Department, ‘A. De Gasperis’, ASST Grande Ospedale Metropolitano Niguarda, 20162 Milano, Italy
| | - Concetta Di Nora
- Cardiac Surgery Unit, Santa Maria della Misericordia Hospital, 33100 Udine, UD, Italy
| | - Francesco Fattirolli
- Department of Experimental and Clinical Medicine, Florence University, 50121 Firenze, Italy
| | - Silvia Favilli
- Pediatric and Transition Cardiology Unit, Meyer University Hospital, 50139 Florence, Italy
| | - Giuseppina Maura Francese
- Cardiology Unit, Cardiology Spoke Cetraro-Paola, San Franceco di paola Hospital, 87027 Paola, CS, Italy
| | - Sandro Gelsomino
- Pediatric and Transition Cardiology Unit, Meyer University Hospital, 50139 Florence, Italy
| | - Giovanna Geraci
- Cardiology Unit, Sant'Antonio Abate di Erice, 91016 Erice, Trapani, Italy
| | | | | | - Annamaria Iorio
- Cardiology Unity 1, Cardiology 1, Cardiovascular Department, Papa Giovanni XXIII Hospital, 24127 Bergamo, Italy
| | - Francesca Lanni
- Cardiology Unity, San Giuseppe Moscati Hospital, 83100 Avellino, Italy
| | - Andrea Montalto
- Cardiac Surgery Unit, San Camillo Forlanini Hospital, 00152 Roma, Italy
| | - Federico Nardi
- Dipartimento di Cardiologia, Ospedale Santo Spirito, Casale Monferrato, Italy
| | | | - Martina Nesti
- Cardiology Unity, San Donato Hospital, 52100 Arezzo, Italy
| | - Iris Parrini
- Cardiology Unity, Umberto I Di Torino Hospital, 10128 Torino, Italy
| | - Annarita Pilleri
- Federico Nardi, Cardiology Unit, Casale Monferrato Hospital, 15033 Casale Monferrato (AL), Italy
| | - Andrea Pozzi
- Cardiology Unity 1, Cardiology 1, Cardiovascular Department, Papa Giovanni XXIII Hospital, 24127 Bergamo, Italy
| | - Carmelo Massimiliano Rao
- Cardiology Department, Grande Ospedale Metropolitano GOM, Reggio Calabria, Via Melacriono, 1, 89129 Reggio, Calabria, Italy
| | - Carmine Riccio
- Post-Acute Patient Follow-up Unit, Cardio-Vascular Department, AORN Sant'Anna and San Sebastiano, Caserta, Italy
| | | | | | - Serafina Valente
- Clinical-Surgical Cardiology, A.O.U. Siena, Santa Maria alle Scotte Hospital, 53100 Siena, Italy
| | - Giuseppe Zuccalà
- Department of Geriatrics, Center for Aging Medicine, Catholic University of the Sacred Heart and IRCCS Fondazione Policlinico A. Gemelli, 00168 Rome, Italy
| | - Domenico Gabrielli
- Dipartimento Cardio-Toraco-Vascolare, U.O.C. Cardiologia, Azienda Ospedaliera San Camillo Forlanini, Roma, Italy
- Fondazione per il Tuo cuore—Heart Care Foundation, 50121 Firenze, Italy
| | - Massimo Grimaldi
- Cardiology Division, Coronary Intensive Care Unit, Miulli Hospital, 70021 Acquaviva delle Fonti, Italy
| | | | - Fabrizio Oliva
- Cardiology Unit, Cariovascular Department, ‘A. De Gasperis’, ASST Grande Ospedale Metropolitano Niguarda, 20162 Milano, Italy
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7
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Angeli F, Ricci F, Moscucci F, Sciomer S, Bucciarelli V, Bianco F, Mattioli AV, Pizzi C, Gallina S. Sex- and gender-related disparities in chest pain syndromes: the feminine mystique of chest pain. Curr Probl Cardiol 2024; 49:102457. [PMID: 38342350 DOI: 10.1016/j.cpcardiol.2024.102457] [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: 02/05/2024] [Accepted: 02/08/2024] [Indexed: 02/13/2024]
Abstract
Chest pain syndromes encompass a wide range of different clinical conditions, being coronary artery disease one of the most important and feared aetiology. Sex and gender disparities have been reported in pathophysiology, clinical presentations, diagnostic work-up and outcomes of patients admitted for chest pain. Biological differences in sexual hormones and neurological pain procession pathways have been proposed as contributors to disparities between men and women; however, gender-related disparities in socio-economic and psychological status have emerged as additional factors involved in these conditions. A better understanding of gender- and sex-related disparities will lead to improved clinical care and management of chest pain syndromes in both men and women. In this comprehensive review, we describe the existing knowledge regarding sex and gender-based differences in management and outcomes of chest pain syndromes in order to stimulate and promote the development of a more sex- and gender-oriented approach to these conditions.
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Affiliation(s)
- Francesco Angeli
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda, Ospedaliero-Universitaria di Bologna, Bologna, Italy; Department of Medical and Surgical Sciences- DIMEC, University of Bologna, Via Giuseppe Massarenti 9, 40138, Bologna, Italy
| | - Fabrizio Ricci
- Department of Neuroscience, Imaging and Clinical Sciences, 'G. d'Annunzio' University of Chieti-Pescara, Chieti, Italy
| | - Federica Moscucci
- Department of Internal Medicine and Medical Specialties, Policlinico Umberto I, Viale del Policlinico n. 155, 00161 Rome, Italy
| | - Susanna Sciomer
- Dipartimento di Scienze Cliniche, Internistiche, Anestesiologiche e Cardiovascolari, 'Sapienza', Rome University, Viale dell'Università, 37, 00185, Rome, Italy
| | - Valentina Bucciarelli
- Cardiovascular Sciences Department-Azienda Ospedaliero-Universitaria delle Marche, Ancona, Italy
| | - Francesco Bianco
- Cardiovascular Sciences Department-Azienda Ospedaliero-Universitaria delle Marche, Ancona, Italy
| | - Anna Vittoria Mattioli
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Carmine Pizzi
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda, Ospedaliero-Universitaria di Bologna, Bologna, Italy; Department of Medical and Surgical Sciences- DIMEC, University of Bologna, Via Giuseppe Massarenti 9, 40138, Bologna, Italy.
| | - Sabina Gallina
- Department of Neuroscience, Imaging and Clinical Sciences, 'G. d'Annunzio' University of Chieti-Pescara, Chieti, Italy
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8
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Martin CM. Cardiomyopathies in Women. Methodist Debakey Cardiovasc J 2024; 20:59-69. [PMID: 38495661 PMCID: PMC10941701 DOI: 10.14797/mdcvj.1368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 02/16/2024] [Indexed: 03/19/2024] Open
Abstract
Heart failure affects over 2.6 million people in the United States. While women have better overall survival rates, they also suffer from higher morbidity as shown by higher rates of hospitalization and worse quality of life. Several anatomical differences in women's hearts affect both systolic and diastolic cardiac physiology. Despite these findings, women are significantly underrepresented in clinical trials, necessitating extrapolation of data from males. Because women have sex-specific etiologies of heart failure and unique manifestations in genetic-related cardiomyopathies, meaningful sex-related differences affect heart failure outcomes as well as access to and outcomes in advanced heart failure therapies in women. This review explores these gender-specific differences and potential solutions to balance care between women and men.
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Affiliation(s)
- Cindy M. Martin
- Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, US
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9
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Chung A, Hartman H, DeFilippis EM. Sex Differences in Cardiac Transplantation. Curr Atheroscler Rep 2023; 25:995-1001. [PMID: 38060058 DOI: 10.1007/s11883-023-01169-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/09/2023] [Indexed: 12/08/2023]
Abstract
PURPOSE OF REVIEW The goal of this review was to summarize contemporary evidence surrounding sex differences in heart transplantation (HT). RECENT FINDINGS Women have steadily comprised approximately 25% of waitlist candidates and HT recipients. This disparity is likely multifactorial with possible explanations including barriers in referral to advanced heart failure providers, implicit bias, and concerns surrounding sensitization. Women continue to experience higher waitlist mortality at the highest priority tiers. After HT, there are differences in post-transplant complications and outcomes. Future areas of study should include sex differences in noninvasive surveillance, renal outcomes after transplantation, and patient-reported outcomes. There are important sex-specific considerations that impact candidate selection, donor matching, waitlist and post-transplant outcomes. Concerted efforts are needed to improve referral patterns to ensure transplantation is allocated equally.
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Affiliation(s)
- Alice Chung
- Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Heidi Hartman
- Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Ersilia M DeFilippis
- Center for Advanced Cardiac Care, Division of Cardiology, Columbia University Irving Medical Center, 622 West 168th Street, PH 12-1284, New York, NY, 10032, USA.
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10
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DeFilippis EM, Nikolova A, Holzhauser L, Khush KK. Understanding and Investigating Sex-Based Differences in Heart Transplantation: A Call to Action. JACC. HEART FAILURE 2023; 11:1181-1188. [PMID: 37589612 DOI: 10.1016/j.jchf.2023.06.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Revised: 06/20/2023] [Accepted: 06/22/2023] [Indexed: 08/18/2023]
Abstract
Women represent only about 25% of heart transplant recipients annually. Although the number of women living with advanced heart failure remains unknown, epidemiologic research suggests that more women should be receiving advanced heart failure therapies. Sex differences in risk factors, presentation, response to pharmacotherapy, and outcomes in heart failure have been well described. Yet, less is known about sex differences in heart transplant candidate selection, waitlist management, donor selection, perioperative considerations, and post-transplant management and outcomes. The purpose of this review was to summarize the existing published reports related to sex differences in heart transplantation, highlighting areas in which sex-based considerations are well described and supported by available evidence, and emphasizing topics that require further study.
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Affiliation(s)
- Ersilia M DeFilippis
- Division of Cardiology, Columbia University Irving Medical Center, New York, New York, USA
| | - Andriana Nikolova
- Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Luise Holzhauser
- Division of Cardiovascular Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA
| | - Kiran K Khush
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Palo Alto, California, USA.
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11
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Shakoor A, Emans ME, van Gent MW, Hendrix A, Faber N, Springeling TS, de Vette LC, Manintveld OC, Denham RN, van de Meerendonk C, van der Boon RM, Brugts JJ. Regional management of worsening heart failure: rationale and design of the CHAIN-HF registry. ESC Heart Fail 2023; 10:2074-2083. [PMID: 36965147 PMCID: PMC10192238 DOI: 10.1002/ehf2.14354] [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: 01/12/2023] [Revised: 02/21/2023] [Accepted: 02/24/2023] [Indexed: 03/27/2023] Open
Abstract
AIMS Heart failure (HF) is a progressive disease in which periods of clinical stability are interrupted by episodes of clinical deterioration known as worsening heart failure (WHF). Patients who develop WHF are at high risk of subsequent death, rehospitalization, and excessive healthcare costs. As such, WHF could be seen as a separate disease stage and precursor of advanced HF. Whether WHF has a substantial health, societal, and economic impact evidence regarding its multifactorial nature and the specific barriers in treatment, including advanced HF therapies, remains scarce. The CHAIN-HF registry aims to describe the incidence, characteristics, current treatment, and outcomes of WHF. Additionally, it will promote structured regional collaboration and educate on increasing awareness for WHF and describe the implementation of guideline directed medical therapy and utilization of advanced HF therapies in a collaborative network. METHODS AND RESULTS The CHAIN-HF registry is a prospective, observational, and multicentre study from the collaborating hospitals (Rijnmond HF Network) in the Rotterdam area. Unselected and consecutive patients (irrespective of ejection fraction) with a WHF event will be included. Comprehensive data including demographics, co-morbidities, treatment, and in-hospital and post-discharge outcomes will be collected. Notably, data on socio-economic status, treatment decisions, and referral for advanced HF therapies will be included. CONCLUSIONS CHAIN-HF will be the first prospective, dedicated WHF registry in a collaborative network of hospitals that will provide robust real-world evidence on the incidence, characteristics, and outcomes of WHF. Moreover, it will provide information on of the value of regional collaboration to improve awareness and outcomes of WHF.
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Affiliation(s)
- Abdul Shakoor
- Department of CardiologyErasmus Medical CenterRotterdamThe Netherlands
| | | | | | - Anneke Hendrix
- Department of CardiologyFranciscus & Vlietland HospitalRotterdamThe Netherlands
| | - Nikola Faber
- Department of CardiologyBravis HospitalBergen op Zoom/RoosendaalThe Netherlands
| | | | | | | | - Robert N. Denham
- Department of CardiologyAdmiraal de Ruyter HospitalGoesThe Netherlands
| | - Chajja van de Meerendonk
- Department of CardiologyMaasstad ZiekenhuisRotterdamThe Netherlands
- Department of CardiologySpijkenisse Medical CenterSpijkenisseThe Netherlands
| | | | - Jasper J. Brugts
- Department of CardiologyErasmus Medical CenterRotterdamThe Netherlands
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12
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Fairweather D, Beetler DJ, Musigk N, Heidecker B, Lyle MA, Cooper LT, Bruno KA. Sex and gender differences in myocarditis and dilated cardiomyopathy: An update. Front Cardiovasc Med 2023; 10:1129348. [PMID: 36937911 PMCID: PMC10017519 DOI: 10.3389/fcvm.2023.1129348] [Citation(s) in RCA: 44] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 02/06/2023] [Indexed: 03/06/2023] Open
Abstract
In the past decade there has been a growing interest in understanding sex and gender differences in myocarditis and dilated cardiomyopathy (DCM), and the purpose of this review is to provide an update on this topic including epidemiology, pathogenesis and clinical presentation, diagnosis and management. Recently, many clinical studies have been conducted examining sex differences in myocarditis. Studies consistently report that myocarditis occurs more often in men than women with a sex ratio ranging from 1:2-4 female to male. Studies reveal that DCM also has a sex ratio of around 1:3 women to men and this is also true for familial/genetic forms of DCM. Animal models have demonstrated that DCM develops after myocarditis in susceptible mouse strains and evidence exists for this progress clinically as well. A consistent finding is that myocarditis occurs primarily in men under 50 years of age, but in women after age 50 or post-menopause. In contrast, DCM typically occurs after age 50, although the age that post-myocarditis DCM occurs has not been investigated. In a small study, more men with myocarditis presented with symptoms of chest pain while women presented with dyspnea. Men with myocarditis have been found to have higher levels of heart failure biomarkers soluble ST2, creatine kinase, myoglobin and T helper 17-associated cytokines while women develop a better regulatory immune response. Studies of the pathogenesis of disease have found that Toll-like receptor (TLR)2 and TLR4 signaling pathways play a central role in increasing inflammation during myocarditis and in promoting remodeling and fibrosis that leads to DCM, and all of these pathways are elevated in males. Management of myocarditis follows heart failure guidelines and there are currently no disease-specific therapies. Research on standard heart failure medications reveal important sex differences. Overall, many advances in our understanding of the effect of biologic sex on myocarditis and DCM have occurred over the past decade, but many gaps in our understanding remain. A better understanding of sex and gender effects are needed to develop disease-targeted and individualized medicine approaches in the future.
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Affiliation(s)
- DeLisa Fairweather
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, FL, United States
- Department of Environmental Health Sciences and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN, United States
| | - Danielle J. Beetler
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, FL, United States
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN, United States
- Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Jacksonville, FL, United States
| | - Nicolas Musigk
- Department of Cardiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Bettina Heidecker
- Department of Cardiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Melissa A. Lyle
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, FL, United States
| | - Leslie T. Cooper
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, FL, United States
| | - Katelyn A. Bruno
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, FL, United States
- Division of Cardiovascular Medicine, Department of Medicine, University of Florida, Gainesville, FL, United States
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13
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Zhang J, Li W, Xiao J, Hui J, Li Y. Prognostic significance of carbohydrate antigen 125 in stage D heart failure. BMC Cardiovasc Disord 2023; 23:108. [PMID: 36841766 PMCID: PMC9960178 DOI: 10.1186/s12872-023-03139-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 02/21/2023] [Indexed: 02/27/2023] Open
Abstract
BACKGROUND The predictive value of carbohydrate antigen 125 (CA125) has not been examined in stage D heart failure (HF) patients, regardless of left ventricular ejection fraction (LVEF). We sought to quantify the prognostic usefulness in predicting death and HF readmission in this cohort. METHODS According to CA125 levels above and below the median (65.7 U/ml), 176 stage D HF patients including more than half (50.6%) had LVEF > 40% were divided into 2 groups. RESULTS A total of 106 (60.2%) deaths and 102 deaths due to the cardiovascular disease were identified. All-cause death/HF readmission and MACE occurred in 157 patients (89.2%) during 18 months (16-20) of follow-up. By the Kaplan-Meier method, subjects with CA125 ≥ 65.7 U/ml exhibited higher 1-year mortality rate (59.3% vs. 31.0%, P < 0.001) and 1-year death/HF rehospitalization rate (94.2% vs. 80.6%, P < 0.001). In univariate Cox analysis, CA125 (categorized) was a significant prognostic factor for all-cause death, cardiovascular mortality, death/HF readmission and MACE. Based on multivariate Cox analysis, elevated CA125 was still significant for all-cause death, cardiovascular mortality, death/HF readmission and MACE. CONCLUSIONS In stage D HF patients, elevated CA125 levels were highly predictive of all-cause death, cardiovascular mortality, all-cause death/HF readmission and MACE, which can be used for better risk stratification.
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Affiliation(s)
- Ji Zhang
- Department of Cardiology, Wujin Hospital Affiliated With Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, No. 2, Yongning Road, Changzhou, Jiangsu Province, China.
| | - Wenhua Li
- Department of Cardiology, Wujin Hospital Affiliated With Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, No. 2, Yongning Road, Changzhou, Jiangsu Province, China
| | - Jianqiang Xiao
- Department of Cardiology, Wujin Hospital Affiliated With Jiangsu University, The Wujin Clinical College of Xuzhou Medical University, No. 2, Yongning Road, Changzhou, Jiangsu Province, China
| | - Jie Hui
- Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yi Li
- School of Math and Statistics, Nanjing Audit University, Nanjing, China
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14
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Chaudhry S, DeVore AD, Vidula H, Nassif M, Mudy K, Birati EY, Gong T, Atluri P, Pham D, Sun B, Bansal A, Najjar SS. Left Ventricular Assist Devices: A Primer For the General Cardiologist. J Am Heart Assoc 2022; 11:e027251. [PMID: 36515226 PMCID: PMC9798797 DOI: 10.1161/jaha.122.027251] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Durable implantable left ventricular assist devices (LVADs) have been shown to improve survival and quality of life for patients with stage D heart failure. Even though LVADs remain underused overall, the number of patients with heart failure supported with LVADs is steadily increasing. Therefore, general cardiologists will increasingly encounter these patients. In this review, we provide an overview of the field of durable LVADs. We discuss which patients should be referred for consideration of advanced heart failure therapies. We summarize the basic principles of LVAD care, including medical and surgical considerations. We also discuss the common complications associated with LVAD therapy, including bleeding, infections, thrombotic issues, and neurologic events. Our goal is to provide a primer for the general cardiologist in the recognition of patients who could benefit from LVADs and in the principles of managing patients with LVAD. Our hope is to "demystify" LVADs for the general cardiologist.
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Affiliation(s)
- Sunit‐Preet Chaudhry
- Division of CardiologyAscension St. Vincent Heart CenterIndianapolisIN,Ascension St. Vincent Cardiovascular Research InstituteIndianapolisIN
| | - Adam D. DeVore
- Department of Medicine and Duke Clinical Research InstituteDuke University School of MedicineDurhamNC
| | - Himabindu Vidula
- Division of Heart Failure and TransplantUniversity of Rochester School of Medicine and DentistryRochesterNY
| | - Michael Nassif
- Division of Heart failure and TransplantSaint Luke’s Mid America Heart InstituteKansas CityMO
| | - Karol Mudy
- Division of Cardiothoracic SurgeryMinneapolis Heart InstituteMinneapolisMN
| | - Edo Y. Birati
- The Lydia and Carol Kittner, Lea and Benjamin Davidai Division of Cardiovascular Medicine and SurgeryPadeh‐Poriya Medical Center, Bar Ilan UniversityPoriyaIsrael
| | - Timothy Gong
- Center for Advanced Heart and Lung DiseaseBaylor Annette C. and Harold C. Simmons Transplant Institute, Baylor University Medical CenterDallasTX
| | - Pavan Atluri
- Division of Cardiovascular SurgeryUniversity of PennsylvaniaPhiladelphiaPA
| | - Duc Pham
- Center for Advanced Heart FailureBluhm Cardiovascular Institute, Northwestern University, Feinberg School of MedicineChicagoIL
| | - Benjamin Sun
- Division of Cardiothoracic Surgery, Abbott Northwestern HospitalMinneapolisMN
| | - Aditya Bansal
- Division of Cardiothoracic Surgery, Department of SurgeryOchsner Clinic FoundationNew OrleansLA
| | - Samer S. Najjar
- Division of Cardiology, MedStar Heart and Vascular InstituteMedstar Medical GroupBaltimoreMD
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15
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Taking Small Steps To Achieve Health Equity in Advanced Heart Failure. J Card Fail 2022; 28:1649-1651. [PMID: 36521967 DOI: 10.1016/j.cardfail.2022.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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16
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Rubinstein G, Lotan D, Moeller CM, DeFilippis EM, Slomovich S, Oren D, Yuzefpolskaya M, Sayer G, Uriel N. Sex differences in patients undergoing heart transplantation and LVAD therapy. Expert Rev Cardiovasc Ther 2022; 20:881-894. [PMID: 36409479 DOI: 10.1080/14779072.2022.2149493] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
INTRODUCTION Left ventricular assist device (LVAD) and heart transplantation (HT) are the two life-sustaining therapies that have revolutionized the management of end-stage heart failure (HF). Yet, significant sex differences exist with respect to their use and effects. AREAS COVERED This review summarizes sex differences in the utilization, outcomes, and complications of LVAD and HT. Particular emphasis is placed on leading clinical trials in the field, historical and recent large registries-based analyses, as well as contemporary technological and policy changes affecting these differences. EXPERT OPINION Women with advanced HF remain under-treated with guideline-directed medical therapy and are less likely to be referred for consideration for LVAD and HT. This remains true despite newer LVAD technology and the new heart transplant allocation system. Community outreach, education, as well as increased representation of women in clinical research may reduce inequities.
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Affiliation(s)
- Gal Rubinstein
- Division of Cardiology, Center of Advance Cardiac Care, Columbia University Irving Medical Center/New York-Presbyterian Hospital New York, New York, NY, USA
| | - Dor Lotan
- Division of Cardiology, Center of Advance Cardiac Care, Columbia University Irving Medical Center/New York-Presbyterian Hospital New York, New York, NY, USA
| | - Cathrine M Moeller
- Division of Cardiology, Center of Advance Cardiac Care, Columbia University Irving Medical Center/New York-Presbyterian Hospital New York, New York, NY, USA
| | - Ersilia M DeFilippis
- Division of Cardiology, Center of Advance Cardiac Care, Columbia University Irving Medical Center/New York-Presbyterian Hospital New York, New York, NY, USA
| | - Sharon Slomovich
- Division of Cardiology, Center of Advance Cardiac Care, Columbia University Irving Medical Center/New York-Presbyterian Hospital New York, New York, NY, USA
| | - Daniel Oren
- Division of Cardiology, Center of Advance Cardiac Care, Columbia University Irving Medical Center/New York-Presbyterian Hospital New York, New York, NY, USA
| | - Melana Yuzefpolskaya
- Division of Cardiology, Center of Advance Cardiac Care, Columbia University Irving Medical Center/New York-Presbyterian Hospital New York, New York, NY, USA
| | - Gabriel Sayer
- Division of Cardiology, Center of Advance Cardiac Care, Columbia University Irving Medical Center/New York-Presbyterian Hospital New York, New York, NY, USA
| | - Nir Uriel
- Division of Cardiology, Center of Advance Cardiac Care, Columbia University Irving Medical Center/New York-Presbyterian Hospital New York, New York, NY, USA
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17
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Disparities in Practice Patterns by Sex, Race, and Ethnicity in Patients Referred for Advanced Heart Failure Therapies. Am J Cardiol 2022; 185:46-52. [DOI: 10.1016/j.amjcard.2022.09.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 08/29/2022] [Accepted: 09/12/2022] [Indexed: 11/30/2022]
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18
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Miller RJ, Chew DS, Howlett JG. Can Machines Find the Sweet Spot in End-Stage Heart Failure? JACC. ADVANCES 2022; 1:100122. [PMID: 38939701 PMCID: PMC11198332 DOI: 10.1016/j.jacadv.2022.100122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/29/2024]
Affiliation(s)
- Robert J.H. Miller
- Department of Cardiac Sciences, University of Calgary and Libin Cardiovascular Institute, Calgary, Alberta, Canada
| | - Derek S. Chew
- Department of Cardiac Sciences, University of Calgary and Libin Cardiovascular Institute, Calgary, Alberta, Canada
| | - Jonathan G. Howlett
- Department of Cardiac Sciences, University of Calgary and Libin Cardiovascular Institute, Calgary, Alberta, Canada
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19
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Cheema B, Mutharasan RK, Sharma A, Jacobs M, Powers K, Lehrer S, Wehbe FH, Ronald J, Pifer L, Rich JD, Ghafourian K, Tibrewala A, McCarthy P, Luo Y, Pham DT, Wilcox JE, Ahmad FS. Augmented Intelligence to Identify Patients With Advanced Heart Failure in an Integrated Health System. JACC. ADVANCES 2022; 1:100123. [PMID: 36643021 PMCID: PMC9838119 DOI: 10.1016/j.jacadv.2022.100123] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 09/05/2022] [Accepted: 09/06/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Timely referral for specialist evaluation in patients with advanced heart failure (HF) is a Class 1 recommendation. However, the transition from stage C HF to advanced or stage D HF often goes undetected in routine care, resulting in delayed referral and higher mortality rates. OBJECTIVES The authors sought to develop an augmented intelligence-enabled workflow using machine learning to identify patients with stage D HF and streamline referral. METHODS We extracted data on HF patients with encounters from January 1, 2007, to November 30, 2020, from a HF registry within a regional, integrated health system. We created an ensemble machine learning model to predict stage C or stage D HF and integrated the results within the electronic health record. RESULTS In a retrospective data set of 14,846 patients, the model had a good positive predictive value (60%) and low sensitivity (25%) for identifying stage D HF in a 100-person, physician-reviewed, holdout test set. During prospective implementation of the workflow from April 1, 2021, to February 15, 2022, 416 patients were reviewed by a clinical coordinator, with agreement between the model and the coordinator in 50.3% of stage D predictions. Twenty-four patients have been scheduled for evaluation in a HF clinic, 4 patients started an evaluation for advanced therapies, and 1 patient received a left ventricular assist device. CONCLUSIONS An augmented intelligence-enabled workflow was integrated into clinical operations to identify patients with advanced HF. Endeavors such as this require a multidisciplinary team with experience in design thinking, informatics, quality improvement, operations, and health information technology, as well as dedicated resources to monitor and improve performance over time.
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Affiliation(s)
- Baljash Cheema
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, Illinois, USA
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - R. Kannan Mutharasan
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, Illinois, USA
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Aditya Sharma
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, Illinois, USA
- Northwestern Medicine, Chicago, Illinois, USA
| | - Maia Jacobs
- Department of Computer Science, Northwestern University McCormick School of Engineering, Evanston, Illinois, USA
| | | | | | - Firas H. Wehbe
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, Illinois, USA
- Division of Cardiac Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | | | | | - Jonathan D. Rich
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Kambiz Ghafourian
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Anjan Tibrewala
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Patrick McCarthy
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, Illinois, USA
- Division of Cardiac Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Yuan Luo
- Division of Health and Biomedical Informatics, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Duc T. Pham
- Division of Cardiac Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jane E. Wilcox
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Faraz S. Ahmad
- Bluhm Cardiovascular Institute Center for Artificial Intelligence, Northwestern Medicine, Chicago, Illinois, USA
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Division of Health and Biomedical Informatics, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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20
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Olarte N, Rivera NT, Grazette L. Evolving Presentation of Cardiogenic Shock: A Review of the Medical Literature and Current Practices. Cardiol Ther 2022; 11:369-384. [PMID: 35933641 PMCID: PMC9381657 DOI: 10.1007/s40119-022-00274-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 07/06/2022] [Indexed: 12/02/2022] Open
Abstract
Cardiogenic shock (CS) remains a leading cause of morbidity and mortality among patients with cardiovascular disease. In the past, acute myocardial infarction was the leading cause of CS. However, in recent years, other etiologies, such as decompensated chronic heart failure, arrhythmia, valvular disease, and post-cardiotomy, each with distinct hemodynamic profiles, have risen in prevalence. The number of treatment options, particularly with regard to device-mediated therapy has also increased. In this review, we sought to survey the medical literature and provide an update on current practices.
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Affiliation(s)
- Neal Olarte
- Cardiovascular Division, University of Miami, Miami, FL, USA
| | | | - Luanda Grazette
- Cardiovascular Division, University of Miami, Miami, FL, USA.
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21
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Ebong IA, DeFilippis EM, Hamad EA, Hsich EM, Randhawa VK, Billia F, Kassi M, Bhardwaj A, Byku M, Munagala MR, Rao RA, Hackmann AE, Gidea CG, DeMarco T, Hall SA. Special Considerations in the Care of Women With Advanced Heart Failure. Front Cardiovasc Med 2022; 9:890108. [PMID: 35898277 PMCID: PMC9309391 DOI: 10.3389/fcvm.2022.890108] [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: 03/05/2022] [Accepted: 06/22/2022] [Indexed: 01/17/2023] Open
Abstract
Advanced heart failure (AHF) is associated with increased morbidity and mortality, and greater healthcare utilization. Recognition requires a thorough clinical assessment and appropriate risk stratification. There are persisting inequities in the allocation of AHF therapies. Women are less likely to be referred for evaluation of candidacy for heart transplantation or left ventricular assist device despite facing a higher risk of AHF-related mortality. Sex-specific risk factors influence progression to advanced disease and should be considered when evaluating women for advanced therapies. The purpose of this review is to discuss the role of sex hormones on the pathophysiology of AHF, describe the clinical presentation, diagnostic evaluation and definitive therapies of AHF in women with special attention to pregnancy, lactation, contraception and menopause. Future studies are needed to address areas of equipoise in the care of women with AHF.
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Affiliation(s)
- Imo A. Ebong
- Division of Cardiovascular Medicine, University of California, Davis, Sacramento, CA, United States
- *Correspondence: Imo A. Ebong
| | - Ersilia M. DeFilippis
- Division of Cardiovascular Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Eman A. Hamad
- Division of Cardiovascular Medicine, Temple University Hospital, Philadelphia, PA, United States
| | - Eileen M. Hsich
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University School of Medicine, Cleveland, OH, United States
- Department of Cardiovascular Medicine, Kaufman Center for Heart Failure and Recovery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, United States
| | - Varinder K. Randhawa
- Department of Cardiovascular Medicine, Kaufman Center for Heart Failure and Recovery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, United States
| | - Filio Billia
- Department of Cardiology, Toronto General Hospital, Toronto, ON, Canada
| | - Mahwash Kassi
- Houston Methodist Debakey Heart & Vascular Center, Houston, TX, United States
| | - Anju Bhardwaj
- Department of Advanced Cardiopulmonary Therapies and Transplantation, McGovern Medical School, University of Texas-Houston, Houston, TX, United States
| | - Mirnela Byku
- Division of Cardiology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Mrudala R. Munagala
- Department of Cardiology, Miami Transplant Institute, University of Miami Miller School of Medicine/Jackson Memorial Hospital, University of Miami, Miami, FL, United States
| | - Roopa A. Rao
- Division of Cardiology, Krannert Institute of Cardiology at Indiana University School of Medicine, Indianapolis, IN, United States
| | - Amy E. Hackmann
- Department of Cardiovascular and Thoracic Surgery, University of Texas SouthWestern Medical Center, Dallas, TX, United States
| | - Claudia G. Gidea
- Leon H. Charney Division of Cardiology, Department of Medicine, New York University Langone Health, New York, NY, United States
| | - Teresa DeMarco
- Division of Cardiology, University of California, San Francisco, San Francisco, CA, United States
| | - Shelley A. Hall
- Division of Cardiology, Baylor University Medical Center, Dallas, TX, United States
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22
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Herr JJ, Tong M, D'Souza B, Sheikh F, Lala A, Chien C, Ravichandran A. Author Response to "Referring Women for Advanced Heart Failure Therapies: Too Little, Too Late". J Card Fail 2022; 28:690-692. [PMID: 35122987 DOI: 10.1016/j.cardfail.2022.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 01/21/2022] [Indexed: 11/25/2022]
Affiliation(s)
- Jared J Herr
- Sutter Health - California Pacific Medical Center, Center for Advanced Heart Failure Therapies. San Francisco, CA.
| | | | - Benjamin D'Souza
- University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA
| | - Farooq Sheikh
- MedStar Heart and Vascular Institute, Georgetown University, Washington, DC
| | - Anuradha Lala
- Ichan School of Medicine at Mount Sinai, New York, NY
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23
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Referring Women for Advanced Heart Failure Therapies: Too Little, Too Late. J Card Fail 2022; 28:688-689. [DOI: 10.1016/j.cardfail.2021.12.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 12/15/2021] [Indexed: 11/22/2022]
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