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Tonini A, Vergara C, Regazzoni F, Dede' L, Scrofani R, Cogliati C, Quarteroni A. A mathematical model to assess the effects of COVID-19 on the cardiocirculatory system. Sci Rep 2024; 14:8304. [PMID: 38594376 PMCID: PMC11004160 DOI: 10.1038/s41598-024-58849-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 04/03/2024] [Indexed: 04/11/2024] Open
Abstract
Impaired cardiac function has been described as a frequent complication of COVID-19-related pneumonia. To investigate possible underlying mechanisms, we represented the cardiovascular system by means of a lumped-parameter 0D mathematical model. The model was calibrated using clinical data, recorded in 58 patients hospitalized for COVID-19-related pneumonia, to make it patient-specific and to compute model outputs of clinical interest related to the cardiocirculatory system. We assessed, for each patient with a successful calibration, the statistical reliability of model outputs estimating the uncertainty intervals. Then, we performed a statistical analysis to compare healthy ranges and mean values (over patients) of reliable model outputs to determine which were significantly altered in COVID-19-related pneumonia. Our results showed significant increases in right ventricular systolic pressure, diastolic and mean pulmonary arterial pressure, and capillary wedge pressure. Instead, physical quantities related to the systemic circulation were not significantly altered. Remarkably, statistical analyses made on raw clinical data, without the support of a mathematical model, were unable to detect the effects of COVID-19-related pneumonia in pulmonary circulation, thus suggesting that the use of a calibrated 0D mathematical model to describe the cardiocirculatory system is an effective tool to investigate the impairments of the cardiocirculatory system associated with COVID-19.
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Affiliation(s)
- Andrea Tonini
- MOX, Dipartimento di Matematica, Politecnico di Milano, Milan, Italy.
| | - Christian Vergara
- LABS, Dipartimento di Chimica, Materiali e Ingegneria Chimica, Politecnico di Milano, Milan, Italy
| | | | - Luca Dede'
- MOX, Dipartimento di Matematica, Politecnico di Milano, Milan, Italy
| | - Roberto Scrofani
- UOC Cardiochirurgia Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico di Milano, Milan, Italy
| | - Chiara Cogliati
- Internal Medicine, L. Sacco Hospital, Milan, Italy
- Department of Biomedical and Clinical Sciences, Università di Milano, Milan, Italy
| | - Alfio Quarteroni
- MOX, Dipartimento di Matematica, Politecnico di Milano, Milan, Italy
- Institute of Mathematics, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
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Rahman A, Ruge M, Hlepas A, Nair G, Gomez J, du Fay de Lavallaz J, Fugar S, Jahan N, Volgman AS, Williams KA, Rao A, Marinescu K, Suboc T. Hyperdynamic left ventricular ejection fraction is associated with higher mortality in COVID-19 patients. AMERICAN HEART JOURNAL PLUS: CARDIOLOGY RESEARCH AND PRACTICE 2022; 14:100134. [PMID: 35463197 PMCID: PMC9013697 DOI: 10.1016/j.ahjo.2022.100134] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 03/14/2022] [Accepted: 03/28/2022] [Indexed: 11/12/2022]
Abstract
Study objective To compare the characteristics and outcomes of COVID-19 patients with a hyperdynamic LVEF (HDLVEF) to those with a normal or reduced LVEF. Design Retrospective study. Setting Rush University Medical Center. Participants Of the 1682 adult patients hospitalized with COVID-19, 419 had a transthoracic echocardiogram (TTE) during admission and met study inclusion criteria. Interventions Participants were divided into reduced (LVEF < 50%), normal (≥50% and <70%), and hyperdynamic (≥70%) LVEF groups. Main outcome measures LVEF was assessed as a predictor of 60-day mortality. Logistic regression was used to adjust for age and BMI. Results There was no difference in 60-day mortality between patients in the reduced LVEF and normal LVEF groups (adjusted odds ratio [aOR] 0.87, p = 0.68). However, patients with an HDLVEF were more likely to die by 60 days compared to patients in the normal LVEF group (aOR 2.63 [CI: 1.36–5.05]; p < 0.01). The HDLVEF group was also at higher risk for 60-day mortality than the reduced LVEF group (aOR 3.34 [CI: 1.39–8.42]; p < 0.01). Conclusion The presence of hyperdynamic LVEF during a COVID-19 hospitalization was associated with an increased risk of 60-day mortality, the requirement for mechanical ventilation, vasopressors, and intensive care unit.
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Girerd N, Chapet N, Roubille C, Roncalli J, Salvat M, Mouquet F, Lamblin N, Gueffet JP, Damy T, Galinier M, Tartiere JM, Janssen C, Berthelot E, Aguilhon S, Escamilla R, Roubille F. Vaccination for Respiratory Infections in Patients with Heart Failure. J Clin Med 2021; 10:jcm10194311. [PMID: 34640328 PMCID: PMC8509310 DOI: 10.3390/jcm10194311] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 09/17/2021] [Accepted: 09/20/2021] [Indexed: 12/23/2022] Open
Abstract
Bronchopulmonary infections are a major trigger of cardiac decompensation and are frequently associated with hospitalizations in patients with heart failure (HF). Adverse cardiac effects associated with respiratory infections, more specifically Streptococcus pneumoniae and influenza infections, are the consequence of inflammatory processes and thrombotic events. For both influenza and pneumococcal vaccinations, large multicenter randomized clinical trials are needed to evaluate their efficacy in preventing cardiovascular events, especially in HF patients. No study to date has evaluated the protective effect of the COVID-19 vaccine in patients with HF. Different guidelines recommend annual influenza vaccination for patients with established cardiovascular disease and also recommend pneumococcal vaccination in patients with HF. The Heart Failure group of the French Society of Cardiology recently strongly recommended vaccination against COVID-19 in HF patients. Nevertheless, the implementation of vaccination recommendations against respiratory infections in HF patients remains suboptimal. This suggests that a national health policy is needed to improve vaccination coverage, involving not only the general practitioner, but also other health providers, such as cardiologists, nurses, and pharmacists. This review first summarizes the pathophysiology of the interrelationships between inflammation, infection, and HF. Then, we describe the current clinical knowledge concerning the protective effect of vaccines against respiratory diseases (influenza, pneumococcal infection, and COVID-19) in patients with HF and finally we propose how vaccination coverage could be improved in these patients.
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Affiliation(s)
- Nicolas Girerd
- Centre d’Investigations Cliniques—INSERM CHRU de Nancy, Institut Lorrain du Cœur et des Vaisseaux Louis Mathieu, Université de Lorraine, 54500 Vandœuvre-lès-Nancy, France;
| | - Nicolas Chapet
- Department of Clinical Pharmacy, CHU de Montpellier, 34295 Montpellier, France;
| | - Camille Roubille
- Department of Internal Medicine, CHU Montpellier, Montpellier University, PhyMedExp, 34295 Montpellier, France;
| | - Jérôme Roncalli
- Service de Cardiologie, CHU de Toulouse-Rangueil, Université Paul Sabatier–Toulouse III, 31400 Toulouse, France;
| | | | - Frédéric Mouquet
- Department of Cardiology, Hôpital Privé Le Bois, 59000 Lille, France;
| | - Nicolas Lamblin
- Institut Pasteur, Université Lille, Inserm, CHU Lille, U1167 Lille, France;
| | | | - Thibaud Damy
- Referral Center for Cardiac Amyloidoisis, Department of Cardiology, GHU Henri Mondor-APHP, IMRB 955, 94000 Créteil, France;
| | - Michel Galinier
- Fédération des Services de Cardiologie, CHU Toulouse-Rangueil, Faculté de Médecine, Toulouse, Université Paul Sabatier-Toulouse III, 31400 Toulouse, France;
| | | | - Cécile Janssen
- Centre Hospitalier Annecy Genevois, Infectious Diseases Unit, 74370 Annecy, France;
| | - Emmanuelle Berthelot
- Service de Cardiologie, Hôpital Bicêtre, AP-HP, University of Paris Sud, 94270 Le Kremlin-Bicêtre, France;
| | - Sylvain Aguilhon
- Cardiology Department, CHU de Montpellier, 34295 Montpellier, France;
| | - Roger Escamilla
- Service de Pneumologie, Hôpital Larrey, 31400 Toulouse, France;
| | - François Roubille
- Cardiology Department, INI-CRT, CHU de Montpellier, PhyMedExp, Université de Montpellier, INSERM, CNRS, 34295 Montpellier, France
- Correspondence:
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Coronavirus disease vaccination in heart failure: No time to waste. Arch Cardiovasc Dis 2021; 114:434-438. [PMID: 34099378 PMCID: PMC8141713 DOI: 10.1016/j.acvd.2021.04.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 04/05/2021] [Accepted: 04/12/2021] [Indexed: 02/06/2023]
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Soulat-Dufour L, Fauvel C, Weizman O, Barbe T, Pezel T, Mika D, Cellier J, Geneste L, Panagides V, Marsou W, Deney A, Attou S, Delmotte T, Ribeyrolles S, Chemaly P, Karsenty C, Giordano G, Gautier A, Duceau B, Sutter W, Chaumont C, Guilleminot P, Sagnard A, Pastier J, Trimaille A, Bonnet G, Canu M, Coisne A, Cohen A. Prognostic value of right ventricular dilatation in patients with COVID-19: a multicentre study. Eur Heart J Cardiovasc Imaging 2021; 23:569-577. [PMID: 34008835 PMCID: PMC8600376 DOI: 10.1093/ehjci/jeab067] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 03/30/2021] [Indexed: 02/07/2023] Open
Abstract
Aims Although cardiac involvement has prognostic significance in coronavirus disease 2019 (COVID-19) and is associated with severe forms, few studies have explored the prognostic role of transthoracic echocardiography (TTE). We investigated the link between TTE parameters and prognosis in COVID-19. Methods and results Consecutive patients with COVID-19 admitted to 24 French hospitals were retrospectively included. Comprehensive data, including clinical and biological parameters, were recorded at admission. Focused TTE was performed during hospitalization, according to clinical indication. Patients were followed for a primary composite outcome of death or transfer to intensive care unit (ICU) during hospitalization. Among 2878 patients, 445 (15%) underwent TTE. Most of these had cardiovascular risk factors, a history of cardiovascular disease, and were on cardiovascular treatments. Dilatation and dysfunction were observed in, respectively, 12% (48/412) and 23% (102/442) of patients for the left ventricle, and in 12% (47/407) and 16% (65/402) for the right ventricle (RV). Primary composite outcome occurred in 44% (n = 196) of patients [9% (n = 42) for death without ICU transfer and 35% (n = 154) for admission to ICU]. RV dilatation was the only TTE parameter associated with the primary outcome. After adjustment, male sex [hazard ratio (HR) 1.56, 95% confidence interval (CI) 1.09 − 2.25; P = 0.02], higher body mass index (HR 1.10, 95% CI 1.02 − 1.18; P = 0.01), anticoagulation (HR 0.53, 95% CI 0.33 − 0.86; P = 0.01), and RV dilatation (HR 1.66, 95% CI 1.05 − 2.64; P = 0.03) remained independently associated with the primary outcome. Conclusion Echocardiographic evaluation of RV dilatation could be useful for assessing risk of severe COVID-19 developing in hospitalized patients.
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Affiliation(s)
- Laurie Soulat-Dufour
- Department of Cardiology, Saint Antoine and Tenon Hospital, AP-HP, INSERM UMRS-ICAN 1166 and Sorbonne Université, Paris, France
| | - Charles Fauvel
- Department of Cardiology, Rouen University Hospital, FHU REMOD-VHF, F76000 Rouen, France
| | - Orianne Weizman
- Department of Cardiology, Centre Hospitalier Régional Universitaire de Nancy, 54511 Vandoeuvre-Les-Nancy, France.,Université de Paris, PARCC, INSERM, 75015 Paris, France
| | - Thomas Barbe
- Department of Cardiology, Rouen University Hospital, FHU REMOD-VHF, F76000 Rouen, France
| | - Théo Pezel
- Department of Cardiology, Lariboisiere Hospital, APHP, University of Paris, 75010 Paris, France
| | - Delphine Mika
- Université Paris-Saclay, Inserm, UMR-S 1180, 92296 Chatenay-Malabry, France
| | - Joffrey Cellier
- Department of Cardiology, Hôpital Européen Georges Pompidou, Université de Paris, 75015 Paris, France
| | - Laura Geneste
- Department of Cardiology, Centre Hospitalier Universitaire d'Amiens-Picardie, 80000 Amiens, France
| | - Vassili Panagides
- Department of Cardiology, Aix-Marseille Université, Intensive care unit, Assistance Publique-Hôpitaux de Marseille, Hôpital Nord, Marseille, France
| | - Wassima Marsou
- Department of Cardiology, GCS-Groupement des Hôpitaux de l'Institut Catholique de Lille, Faculté de Médecine et de Maïeutique, Université Catholique de Lille, Lille, France
| | - Antoine Deney
- Departement of Cardiology, Rangueil University Hospital, Toulouse, France" et "Institute of Cardiovascular and Metabolic Diseases, National Institute of Health and Medical Research (INSERM), UMR-1048 Toulouse, France
| | - Sabir Attou
- Department of Cardiology, Centre Hospitalier Universitaire de Caen-Normandie, 14000 Caen, France
| | - Thomas Delmotte
- Department of Cardiology, Centre Hospitalier Universitaire de Reims, 51100 Reims, France
| | - Sophie Ribeyrolles
- Department of Cardiology, Institut Mutualiste Montsouris, 75014 Paris, France
| | - Pascale Chemaly
- Department of Cardiology, Institut Cardiovasculaire Paris Sud, 91300 Massy, France
| | - Clement Karsenty
- Paediatric and Congenital Cardiology, Children's Hospital, CHU Toulouse, Institut des Maladies Métaboliques et Cardiovasculaires, Toulouse University, France
| | - Gauthier Giordano
- Department of Cardiology, Centre Hospitalier Régional Universitaire de Nancy, 54511 Vandoeuvre-Les-Nancy, France
| | - Alexandre Gautier
- Department of Cardiology, Institut Cardiovasculaire Paris Sud, 91300 Massy, France
| | | | - Willy Sutter
- Université de Paris, PARCC, INSERM, 75015 Paris, France
| | - Corentin Chaumont
- Department of Cardiology, Rouen University Hospital, FHU REMOD-VHF, F76000 Rouen, France
| | - Pierre Guilleminot
- Department of Cardiology, Centre Hospitalier Universitaire de Dijon, 21079 Dijon, France
| | - Audrey Sagnard
- Department of Cardiology, Centre Hospitalier Universitaire de Dijon, 21079 Dijon, France
| | - Julie Pastier
- Paediatric and Congenital Cardiology, Children's Hospital, CHU Toulouse, Institut des Maladies Métaboliques et Cardiovasculaires, Toulouse University, France
| | - Antonin Trimaille
- Department of Cardiology, Nouvel Hôpital Civil, Centre Hospitalier Régional Universitaire de Strasbourg, 67000 Strasbourg, France
| | - Guillaume Bonnet
- Université de Paris, PARCC, INSERM, 75015 Paris, France.,Department of Cardiology, Hôpital Européen Georges Pompidou, Université de Paris, 75015 Paris, France
| | - Marjorie Canu
- Department of Cardiology, University Hospital, CHU Grenoble, BP 217, 38043 Grenoble Cedex 09, France
| | - Augustin Coisne
- CHU Lille, Department of Clinical Physiology and Echocardiography-Heart Valve Center. University of Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1011- EGID, F-59000 Lille, France
| | - Ariel Cohen
- Department of Cardiology, Saint Antoine and Tenon Hospital, AP-HP, INSERM UMRS-ICAN 1166 and Sorbonne Université, Paris, France
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Medranda GA, Fazlalizadeh H, Case BC, Yerasi C, Zhang C, Rappaport H, Shea C, Weintraub WS, Waksman R. Implications of Left Ventricular Function on Short-Term Outcomes in COVID-19 Patients With Myocardial Injury. CARDIOVASCULAR REVASCULARIZATION MEDICINE 2021; 29:45-49. [PMID: 34049818 PMCID: PMC8023790 DOI: 10.1016/j.carrev.2021.03.028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 03/31/2021] [Indexed: 01/25/2023]
Abstract
BACKGROUND Myocardial injury is a complication of coronavirus disease 2019 (COVID-19). We describe a large multi-center experience of COVID-19 patients with myocardial injury, examining the prognostic role left ventricular function plays on short-term outcomes. METHODS/MATERIALS We included adult COVID-19 patients admitted to our health system with evidence of myocardial injury and who underwent a transthoracic echocardiogram (TTE) during index admission. Patients were dichotomized into those with reduced ejection fraction (EF; <50%) and preserved EF (≥50%). RESULTS Across our 11-hospital system, 5032 adult patients were admitted with COVID-19 from March-September 2020. Of these, 235 had evidence of myocardial injury (troponin ≥1 ng/mL). Included were 134 patients who underwent TTE, of whom 43.3% (n = 58) had reduced EF and 56.7% (n = 76) preserved EF. A subset of 6 patients had newly reduced EF, with 5 demonstrating evidence of stress cardiomyopathy and subsequently dying. Overall, mortality was high in those with reduced EF and preserved EF (in-hospital: 34.5% vs. 28.9%; p = 0.494; 6 months: 63.6% vs. 50.0%; p = 0.167; Kaplan-Meier estimates: p = 0.2886). Readmissions were frequent in both groups (30 days: 22.2% vs. 26.0%; p = 0.162; 6 months: 52.0% vs. 54.5%; p = 0.839). CONCLUSIONS Many COVID-19 patients admitted with evidence of myocardial injury did not undergo TTE. For those who did, short-term mortality was high. Patients who survived hospitalization had frequent readmissions. In patients with newly reduced EF, most had evidence of stress cardiomyopathy and expired. Larger studies are needed to fully evaluate the prognosis of COVID-19 patients with evidence of myocardial injury and left ventricular dysfunction.
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Affiliation(s)
- Giorgio A Medranda
- Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington, DC, United States of America.
| | - Hooman Fazlalizadeh
- Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington, DC, United States of America.
| | - Brian C Case
- Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington, DC, United States of America.
| | - Charan Yerasi
- Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington, DC, United States of America.
| | - Cheng Zhang
- Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington, DC, United States of America.
| | - Hank Rappaport
- Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington, DC, United States of America.
| | - Corey Shea
- Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington, DC, United States of America.
| | - William S Weintraub
- Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington, DC, United States of America.
| | - Ron Waksman
- Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington, DC, United States of America.
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