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Castelletti S, Gervasi S, Ballardini E, Casasco M, Cavarretta E, Colivicchi F, Contursi M, Cuccaro F, D'Ascenzi F, Gazale G, Mos L, Nistri S, Palmieri V, Patrizi G, Scorcu M, Spampinato A, Tiberi M, Zito GB, Zorzi A, Zeppilli P, Sciarra L. The athlete after COVID-19 infection: what the scientific evidence? What to do? A position statement. Panminerva Med 2024; 66:63-74. [PMID: 36178109 DOI: 10.23736/s0031-0808.22.04723-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2024]
Abstract
The Coronavirus-19 disease (COVID-19) related pandemic have deeply impacted human health, economy, psychology and sociality. Possible serious cardiac involvement in the infection has been described, raising doubts about complete healing after the disease in many clinical settings. Moreover, there is the suspicion that the vaccines, especially those based on mRNA technology, can induce myopericarditis. Myocarditis or pericarditis related scars can represent the substrate for life-threatening arrhythmias, triggered by physical activity. A crucial point is how to evaluate an athlete after a COVID-19 infection ensuring a safe return to play without increasing the number of unnecessary disqualifications from sports competitions. The lack of conclusive scientific data significantly increases the difficulty to propose recommendations and guidelines on this topic. At the same time, the psychological and physical negative consequences of unnecessary sports restriction must be taken into account. The present document aims to provide an updated brief review of the current knowledge about the COVID-19 cardiac involvement and how to recognize it and to offer a roadmap for the management of the athletes after a COVID-19 infections, including subsequent impact on exercise recommendations. Our document exclusively refers to cardiovascular implications of the disease, but pulmonary consequences are also considered.
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Affiliation(s)
| | - Salvatore Gervasi
- Unit of Sports Medicine, IRCCS A. Gemelli University Polyclinic Foundation, Rome, Italy
| | - Enrico Ballardini
- Sports Medicine Centre, Mantova Salus Group, San Pellegrino Hospital, Mantua, Italy
| | | | - Elena Cavarretta
- Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University, Latina, Italy
| | | | - Maurizio Contursi
- Unit of Sports Cardiology, Centro Polidiagnostico Check-up, Salerno, Italy
| | - Francesco Cuccaro
- Unit of Sports Medicine, IRCCS A. Gemelli University Polyclinic Foundation, Rome, Italy
| | - Flavio D'Ascenzi
- Division of Cardiology, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Giovanni Gazale
- Center of Sports Medicine and Sports Cardiology, ASL1, Sassari, Italy
| | - Lucio Mos
- San Antonio Hospital, San Daniele del Friuli, Udine, Italy
| | - Stefano Nistri
- Cardiology Service-CMSR Veneto Medica, Altavilla Vicentina, Vicenza, Italy
| | - Vincenzo Palmieri
- Unit of Sports Medicine, IRCCS A. Gemelli University Polyclinic Foundation, Rome, Italy
| | | | - Marco Scorcu
- Department of Sports Medicine and Physical Exercise, ATS Sardegna, Cagliari, Italy
| | | | - Monica Tiberi
- Department of Public Health, Azienda Sanitaria Unica Regionale Marche AV1, Pesaro, Italy
| | | | - Alessandro Zorzi
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padua, Padua, Italy
| | - Paolo Zeppilli
- Unit of Sports Medicine, IRCCS A. Gemelli University Polyclinic Foundation, Rome, Italy -
| | - Luigi Sciarra
- Department of Cardiology, Casilino Polyclinic, Rome, Italy
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2
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Dell’Aversana F, Tedeschi C, Comune R, Gallo L, Ferrandino G, Basco E, Tamburrini S, Sica G, Masala S, Scaglione M, Liguori C. Advanced Cardiac Imaging and Women's Chest Pain: A Question of Gender. Diagnostics (Basel) 2023; 13:2611. [PMID: 37568974 PMCID: PMC10416986 DOI: 10.3390/diagnostics13152611] [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: 07/03/2023] [Revised: 07/29/2023] [Accepted: 08/02/2023] [Indexed: 08/13/2023] Open
Abstract
Awareness of gender differences in cardiovascular disease (CVD) has increased: both the different impact of traditional cardiovascular risk factors on women and the existence of sex-specific risk factors have been demonstrated. Therefore, it is essential to recognize typical aspects of ischemic heart disease (IHD) in women, who usually show a lower prevalence of obstructive coronary artery disease (CAD) as a cause of acute coronary syndrome (ACS). It is also important to know how to recognize pathologies that can cause acute chest pain with a higher incidence in women, such as spontaneous coronary artery dissection (SCAD) and myocardial infarction with non-obstructive coronary arteries (MINOCA). Coronary computed tomography angiography (CCTA) and cardiac magnetic resonance imaging (CMR) gained a pivotal role in the context of cardiac emergencies. Thus, the aim of our review is to investigate the most frequent scenarios in women with acute chest pain and how advanced cardiac imaging can help in the management and diagnosis of ACS.
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Affiliation(s)
- Federica Dell’Aversana
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Napoli, Italy
| | - Carlo Tedeschi
- Operational Unit of Cardiology, Presidio Sanitario Intermedio Napoli Est, ASL-Napoli 1 Centro, 80144 Napoli, Italy;
| | - Rosita Comune
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Napoli, Italy
| | - Luigi Gallo
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Napoli, Italy
| | - Giovanni Ferrandino
- Department of Radiology, Ospedale del Mare-ASL Napoli 1, 80147 Napoli, Italy; (G.F.)
| | - Emilia Basco
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Napoli, Italy
| | - Stefania Tamburrini
- Department of Radiology, Ospedale del Mare-ASL Napoli 1, 80147 Napoli, Italy; (G.F.)
| | - Giacomo Sica
- Department of Radiology, Monaldi Hospital Azienda dei Colli, 80131 Napoli, Italy
| | - Salvatore Masala
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, 07100 Sassari, Italy
| | - Mariano Scaglione
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, 07100 Sassari, Italy
- Department of Radiology, James Cook University Hospital, Middlesbrough TS4 3BW, UK
| | - Carlo Liguori
- Department of Radiology, Ospedale del Mare-ASL Napoli 1, 80147 Napoli, Italy; (G.F.)
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Ciccarelli M, Giallauria F, Carrizzo A, Visco V, Silverio A, Cesaro A, Calabrò P, De Luca N, Mancusi C, Masarone D, Pacileo G, Tourkmani N, Vigorito C, Vecchione C. Artificial intelligence in cardiovascular prevention: new ways will open new doors. J Cardiovasc Med (Hagerstown) 2023; 24:e106-e115. [PMID: 37186561 DOI: 10.2459/jcm.0000000000001431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Prevention and effective treatment of cardiovascular disease are progressive issues that grow in tandem with the average age of the world population. Over recent decades, the potential role of artificial intelligence in cardiovascular medicine has been increasingly recognized because of the incredible amount of real-world data (RWD) regarding patient health status and healthcare delivery that can be collated from a variety of sources wherein patient information is routinely collected, including patient registries, clinical case reports, reimbursement claims and billing reports, medical devices, and electronic health records. Like any other (health) data, RWD can be analysed in accordance with high-quality research methods, and its analysis can deliver valuable patient-centric insights complementing the information obtained from conventional clinical trials. Artificial intelligence application on RWD has the potential to detect a patient's health trajectory leading to personalized medicine and tailored treatment. This article reviews the benefits of artificial intelligence in cardiovascular prevention and management, focusing on diagnostic and therapeutic improvements without neglecting the limitations of this new scientific approach.
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Affiliation(s)
- Michele Ciccarelli
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
| | - Francesco Giallauria
- Department of Translational Medical Sciences, Federico II University, Naples, Italy
| | - Albino Carrizzo
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
- Vascular Physiopathology Unit, IRCCS Neuromed, Pozzilli
| | - Valeria Visco
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
| | - Angelo Silverio
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
| | - Arturo Cesaro
- Department of Translational Medical Sciences, University of Campania 'Luigi Vanvitelli', Naples, Italy
| | - Paolo Calabrò
- Department of Translational Medical Sciences, University of Campania 'Luigi Vanvitelli', Naples, Italy
| | - Nicola De Luca
- Department of Advanced Biomedical Sciences, Federico II University, Naples, Italy
| | - Costantino Mancusi
- Department of Advanced Biomedical Sciences, Federico II University, Naples, Italy
| | - Daniele Masarone
- Heart Failure Unit, Department of Cardiology, AORN dei Colli-Monaldi Hospital Naples, Naples, Italy
| | - Giuseppe Pacileo
- Heart Failure Unit, Department of Cardiology, AORN dei Colli-Monaldi Hospital Naples, Naples, Italy
| | - Nidal Tourkmani
- Cardiology and Cardiac Rehabilitation Unit, 'Mons. Giosuè Calaciura Clinic', Catania, Italy
- ABL, Guangzhou, China
| | - Carlo Vigorito
- Department of Translational Medical Sciences, Federico II University, Naples, Italy
| | - Carmine Vecchione
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
- Vascular Physiopathology Unit, IRCCS Neuromed, Pozzilli
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4
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Tonet E, Boccadoro A, Micillo M, Cocco M, Cossu A, Pompei G, Giganti M, Campo G. Coronary Computed Tomography Angiography: Beyond Obstructive Coronary Artery Disease. Life (Basel) 2023; 13:1086. [PMID: 37240730 PMCID: PMC10223586 DOI: 10.3390/life13051086] [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: 03/09/2023] [Revised: 04/10/2023] [Accepted: 04/24/2023] [Indexed: 05/28/2023] Open
Abstract
Nowadays, coronary computed tomography angiography (CCTA) has a role of paramount importance in the diagnostic algorithm of ischemic heart disease (IHD), both in stable coronary artery disease (CAD) and acute chest pain. Alongside the quantification of obstructive coronary artery disease, the recent technologic developments in CCTA provide additional relevant information that can be considered as "novel markers" for risk stratification in different settings, including ischemic heart disease, atrial fibrillation, and myocardial inflammation. These markers include: (i) epicardial adipose tissue (EAT), associated with plaque development and the occurrence of arrhythmias; (ii) late iodine enhancement (LIE), which allows the identification of myocardial fibrosis; and (iii) plaque characterization, which provides data about plaque vulnerability. In the precision medicine era, these emerging markers should be integrated into CCTA evaluation to allow for the bespoke interventional and pharmacological management of each patient.
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Affiliation(s)
- Elisabetta Tonet
- Cardiovascular Institute, Azienda Ospedaliero-Universitaria di Ferrara, 44124 Cona, Italy
| | - Alberto Boccadoro
- Cardiovascular Institute, Azienda Ospedaliero-Universitaria di Ferrara, 44124 Cona, Italy
| | - Marco Micillo
- Cardiovascular Institute, Azienda Ospedaliero-Universitaria di Ferrara, 44124 Cona, Italy
| | - Marta Cocco
- Cardiovascular Institute, Azienda Ospedaliero-Universitaria di Ferrara, 44124 Cona, Italy
| | - Alberto Cossu
- Department of Morphology, Surgery and Experimental Medicine, Section of Radiology, University of Ferrara, 44121 Ferrara, Italy
| | - Graziella Pompei
- Cardiovascular Institute, Azienda Ospedaliero-Universitaria di Ferrara, 44124 Cona, Italy
| | - Melchiore Giganti
- Department of Morphology, Surgery and Experimental Medicine, Section of Radiology, University of Ferrara, 44121 Ferrara, Italy
| | - Gianluca Campo
- Cardiovascular Institute, Azienda Ospedaliero-Universitaria di Ferrara, 44124 Cona, Italy
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5
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Correale M, Croella F, Leopizzi A, Mazzeo P, Tricarico L, Mallardi A, Fortunato M, Magnesa M, Ceci V, Puteo A, Iacoviello M, Di Biase M, Brunetti ND. The Evolving Phenotypes of Cardiovascular Disease during COVID-19 Pandemic. Cardiovasc Drugs Ther 2023; 37:341-351. [PMID: 34328581 PMCID: PMC8322635 DOI: 10.1007/s10557-021-07217-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/07/2021] [Indexed: 02/07/2023]
Abstract
COVID-19 pandemic has negatively impacted the management of patients with acute and chronic cardiovascular disease: acute coronary syndrome patients were often not timely reperfused, heart failure patients not adequately followed up and titrated, atrial arrhythmias not efficaciously treated and became chronic. New phenotypes of cardiovascular patients were more and more frequent during COVID-19 pandemic and are expected to be even more frequent in the next future in the new world shaped by the pandemic. We therefore aimed to briefly summarize the main changes in the phenotype of cardiovascular patients in the COVID-19 era, focusing on new clinical challenges and possible therapeutic options.
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Affiliation(s)
| | - Francesca Croella
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Alessandra Leopizzi
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Pietro Mazzeo
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Lucia Tricarico
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Adriana Mallardi
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Martino Fortunato
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Michele Magnesa
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Vincenzo Ceci
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | | | - Massimo Iacoviello
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Matteo Di Biase
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
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Lombardi A, De Luca M, Fabiani D, Sabatella F, Del Giudice C, Caputo A, Cante L, Gambardella M, Palermi S, Tavarozzi R, Russo V, D’Andrea A. Ultrasound during the COVID-19 Pandemic: A Global Approach. J Clin Med 2023; 12:jcm12031057. [PMID: 36769702 PMCID: PMC9918296 DOI: 10.3390/jcm12031057] [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: 12/28/2022] [Revised: 01/24/2023] [Accepted: 01/27/2023] [Indexed: 02/03/2023] Open
Abstract
SARS-CoV-2 (severe acute respiratory syndrome Coronavirus-2) rapidly spread worldwide as COVID-19 (Coronavirus disease 2019), causing a costly and deadly pandemic. Different pulmonary manifestations represent this syndrome's most common clinical manifestations, together with the cardiovascular complications frequently observed in these patients. Ultrasound (US) evaluations of the lungs, heart, and lower limbs may be helpful in the diagnosis, follow-up, and prognosis of patients with COVID-19. Moreover, POCUS (point-of-care ultrasound) protocols are particularly useful for patients admitted to intensive care units. The present review aimed to highlight the clinical conditions during the SARS-CoV-2 pandemic in which the US represents a crucial diagnostic tool.
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Affiliation(s)
- Anna Lombardi
- Department of General Medicine, San Leonardo Hospital, 80053 Castellammare di Stabia, Italy
- Department of Translational Medical Sciences, University of Naples Federico II, 80131 Naples, Italy
| | - Mariarosaria De Luca
- Department of Translational Medical Sciences, University of Naples Federico II, 80131 Naples, Italy
| | - Dario Fabiani
- Department of Cardiology, Luigi Vanvitelli University–Monaldi Hospital, 80131 Naples, Italy
| | - Francesco Sabatella
- Department of Cardiology, Luigi Vanvitelli University–Monaldi Hospital, 80131 Naples, Italy
| | - Carmen Del Giudice
- Department of Cardiology, Luigi Vanvitelli University–Monaldi Hospital, 80131 Naples, Italy
| | - Adriano Caputo
- Department of Cardiology, Luigi Vanvitelli University–Monaldi Hospital, 80131 Naples, Italy
| | - Luigi Cante
- Department of Cardiology, Luigi Vanvitelli University–Monaldi Hospital, 80131 Naples, Italy
| | - Michele Gambardella
- Department of Advanced Biomedical Sciences, University of Naples Federico II, 80131 Naples, Italy
| | - Stefano Palermi
- Public Health Department, University of Naples Federico II, 80131 Naples, Italy
| | - Rita Tavarozzi
- Department of Translational Medicine, Università degli Studi del Piemonte Orientale, 28100 Novara, Italy
| | - Vincenzo Russo
- Department of Cardiology, Luigi Vanvitelli University–Monaldi Hospital, 80131 Naples, Italy
| | - Antonello D’Andrea
- Department of Cardiology, Luigi Vanvitelli University–Monaldi Hospital, 80131 Naples, Italy
- Department of Cardiology, Umberto I Hospital, 84014 Nocera Inferiore, Italy
- Correspondence:
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7
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Laino ME, Ammirabile A, Motta F, De Santis M, Savevski V, Francone M, Chiti A, Mannelli L, Selmi C, Monti L. Advanced Imaging Supports the Mechanistic Role of Autoimmunity and Plaque Rupture in COVID-19 Heart Involvement. Clin Rev Allergy Immunol 2023; 64:75-89. [PMID: 35089505 PMCID: PMC8796606 DOI: 10.1007/s12016-022-08925-1] [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] [Accepted: 01/11/2022] [Indexed: 01/26/2023]
Abstract
The cardiovascular system is frequently affected by coronavirus disease-19 (COVID-19), particularly in hospitalized cases, and these manifestations are associated with a worse prognosis. Most commonly, heart involvement is represented by myocarditis, myocardial infarction, and pulmonary embolism, while arrhythmias, heart valve damage, and pericarditis are less frequent. While the clinical suspicion is necessary for a prompt disease recognition, imaging allows the early detection of cardiovascular complications in patients with COVID-19. The combination of cardiothoracic approaches has been proposed for advanced imaging techniques, i.e., CT scan and MRI, for a simultaneous evaluation of cardiovascular structures, pulmonary arteries, and lung parenchyma. Several mechanisms have been proposed to explain the cardiovascular injury, and among these, it is established that the host immune system is responsible for the aberrant response characterizing severe COVID-19 and inducing organ-specific injury. We illustrate novel evidence to support the hypothesis that molecular mimicry may be the immunological mechanism for myocarditis in COVID-19. The present article provides a comprehensive review of the available evidence of the immune mechanisms of the COVID-19 cardiovascular injury and the imaging tools to be used in the diagnostic workup. As some of these techniques cannot be implemented for general screening of all cases, we critically discuss the need to maximize the sustainability and the specificity of the proposed tests while illustrating the findings of some paradigmatic cases.
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Affiliation(s)
- Maria Elena Laino
- grid.417728.f0000 0004 1756 8807Artificial Intelligence Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Angela Ammirabile
- grid.417728.f0000 0004 1756 8807Department of Radiology and Nuclear Medicine, IRCCS Humanitas Research Hospital, Rozzano, Milan Italy ,grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Francesca Motta
- grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy ,grid.417728.f0000 0004 1756 8807Division of Rheumatology and Clinical Immunology, IRCCS Humanitas Research Hospital, Rozzano, Milan Italy
| | - Maria De Santis
- grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy ,grid.417728.f0000 0004 1756 8807Division of Rheumatology and Clinical Immunology, IRCCS Humanitas Research Hospital, Rozzano, Milan Italy
| | - Victor Savevski
- grid.417728.f0000 0004 1756 8807Artificial Intelligence Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Marco Francone
- grid.417728.f0000 0004 1756 8807Department of Radiology and Nuclear Medicine, IRCCS Humanitas Research Hospital, Rozzano, Milan Italy ,grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Arturo Chiti
- grid.417728.f0000 0004 1756 8807Department of Radiology and Nuclear Medicine, IRCCS Humanitas Research Hospital, Rozzano, Milan Italy ,grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | | | - Carlo Selmi
- grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy ,grid.417728.f0000 0004 1756 8807Division of Rheumatology and Clinical Immunology, IRCCS Humanitas Research Hospital, Rozzano, Milan Italy
| | - Lorenzo Monti
- grid.417728.f0000 0004 1756 8807Department of Radiology and Nuclear Medicine, IRCCS Humanitas Research Hospital, Rozzano, Milan Italy ,grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
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8
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Chen Y, Lin Y, Xu X, Ding J, Li C, Zeng Y, Liu W, Xie W, Huang J. Classification of lungs infected COVID-19 images based on inception-ResNet. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 225:107053. [PMID: 35964421 PMCID: PMC9339166 DOI: 10.1016/j.cmpb.2022.107053] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 07/18/2022] [Accepted: 07/30/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE Nowadays, COVID-19 is spreading rapidly worldwide, and seriously threatening lives . From the perspective of security and economy, the effective control of COVID-19 has a profound impact on the entire society. An effective strategy is to diagnose earlier to prevent the spread of the disease and prompt treatment of severe cases to improve the chance of survival. METHODS The method of this paper is as follows: Firstly, the collected data set is processed by chest film image processing, and the bone removal process is carried out in the rib subtraction module. Then, the set preprocessing method performed histogram equalization, sharpening, and other preprocessing operations on the chest film. Finally, shallow and high-level feature mapping through the backbone network extracts the processed chest radiographs. We implement the self-attention mechanism in Inception-Resnet, perform the standard classification, and identify chest radiograph diseases through the classifier to realize the auxiliary COVID-19 diagnosis process at the medical level, all in an effort to further enhance the classification performance of the convolutional neural network. Numerous computer simulations demonstrate that the Inception-Resnet convolutional neural network performs CT image categorization and enhancement with greater efficiency and flexibility than conventional segmentation techniques. RESULTS The experimental COVID-19 CT dataset obtained in this paper is the new data for CT scans and medical imaging of normal, early COVID-19 patients and severe COVID-19 patients from Jinyintan hospital. The experiment plots the relationship between model accuracy, model loss and epoch, using ACC, TPR, SPE, F1 score and G-mean to measure the image maps of patients with and without the disease. Statistical measurement values are obtained by Inception-Resnet are 88.23%, 83.45%, 89.72%, 95.53% and 88.74%. The experimental results show that Inception-Resnet plays a more effective role than other image classification methods in evaluation indicators, and the method has higher robustness, accuracy and intuitiveness. CONCLUSION With CT images in the clinical diagnosis of COVID-19 images being widely used and the number of applied samples continuously increasing, the method in this paper is expected to become an additional diagnostic tool that can effectively improve the diagnostic accuracy of clinical COVID-19 images.
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Affiliation(s)
- Yunfeng Chen
- Department of Pulmonary Medicine, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China.
| | - Yalan Lin
- Department of Pulmonary Medicine, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - Xiaodie Xu
- Department of Pulmonary Medicine, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - Jinzhen Ding
- Department of Pulmonary Medicine, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - Chuzhao Li
- Department of Pulmonary Medicine, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - Yiming Zeng
- Department of Pulmonary Medicine, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China.
| | - Weili Liu
- Software School, Xinjiang University, Urumqi 830091, China
| | - Weifang Xie
- Faculty of Mathematics and Computer Science, Quanzhou Normal University, Quanzhou 362000, China; Fujian Provincial Key Laboratory of Data Intensive Computing, Quanzhou 362000, China; Key Laboratory of Intelligent Computing and Information Processing, Fujian Province University, Quanzhou 362000, China
| | - Jianlong Huang
- Faculty of Mathematics and Computer Science, Quanzhou Normal University, Quanzhou 362000, China; Fujian Provincial Key Laboratory of Data Intensive Computing, Quanzhou 362000, China; Key Laboratory of Intelligent Computing and Information Processing, Fujian Province University, Quanzhou 362000, China
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9
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Cancro FP, Bellino M, Esposito L, Romei S, Centore M, D'Elia D, Cristiano M, Maglio A, Carrizzo A, Rasile B, Alfano C, Vecchione C, Galasso G. Acute Coronary Syndrome in Patients with SARS-CoV-2 Infection: Pathophysiology and Translational Perspectives. Transl Med UniSa 2022; 24:1-11. [PMID: 36447945 PMCID: PMC9673986 DOI: 10.37825/2239-9754.1034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 06/01/2022] [Accepted: 06/08/2022] [Indexed: 01/12/2023] Open
Abstract
Acute coronary syndromes (ACS) may complicate the clinical course of patients with Coronavirus Disease 2019 (COVID-19). It is still unclear whether this condition is a direct consequence of the primary disease. However, several mechanisms including direct cellular damage, endothelial dysfunction, in-situ thrombosis, systemic inflammatory response, and oxygen supply-demand imbalance have been described in patients with COVID-19. The onset of a prothrombotic state may also be facilitated by the endothelial dysfunction secondary to the systemic inflammatory response and to the direct viral cell damage. Moreover, dysfunctional endothelial cells may enhance vasospasm and platelet aggregation. The combination of these factors promotes atherosclerotic plaque instability, thrombosis and, consequently, type 1 myocardial infarction. Furthermore, severe hypoxia due to extensive pulmonary involvement, in association with other conditions described in COVID-19 such as sepsis, tachyarrhythmias, anemia, hypotension, and shock, may lead to mismatch between oxygen supply and demand, and cause type 2 myocardial infarction. A deeper understanding of the potential pathophysiological mechanisms underlying ACS in patients with COVID-19 could help the therapeutic management of these very high-risk patients.
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Affiliation(s)
- Francesco P. Cancro
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
| | - Michele Bellino
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy,Corresponding author at: Department of Medicine, Surgery and Dentistry, University of Salerno, University Hospital San Giovanni di Dio e Ruggi d’Aragona, Largo Città di Ippocrate, 84131 Salerno, Italy. Fax: +39 089 089 672805. E-mail address: (M. Bellino)
| | - Luca Esposito
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
| | - Stefano Romei
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
| | - Mario Centore
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
| | - Debora D'Elia
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
| | - Mario Cristiano
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
| | - Angelantonio Maglio
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
| | - Albino Carrizzo
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy,Vascular Pathophysiology Unit, IRCCS Neuromed, Pozzilli, Isernia,
Italy
| | - Barbara Rasile
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
| | - Carmine Alfano
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
| | - Carmine Vecchione
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy,Vascular Pathophysiology Unit, IRCCS Neuromed, Pozzilli, Isernia,
Italy
| | - Gennaro Galasso
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno,
Italy
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10
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Human vs Artificial Intelligence-Based Echocardiography Analysis as Predictor of Outcomes: An analysis from the World Alliance Societies of Echocardiography COVID study. J Am Soc Echocardiogr 2022; 35:1226-1237.e7. [PMID: 35863542 PMCID: PMC9293371 DOI: 10.1016/j.echo.2022.07.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 05/15/2022] [Accepted: 07/07/2022] [Indexed: 11/23/2022]
Abstract
Background Transthoracic echocardiography is the leading cardiac imaging modality for patients admitted with COVID-19, a condition of high short-term mortality. The aim of this study was to test the hypothesis that artificial intelligence (AI)–based analysis of echocardiographic images could predict mortality more accurately than conventional analysis by a human expert. Methods Patients admitted to 13 hospitals for acute COVID-19 who underwent transthoracic echocardiography were included. Left ventricular ejection fraction (LVEF) and left ventricular longitudinal strain (LVLS) were obtained manually by multiple expert readers and by automated AI software. The ability of the manual and AI analyses to predict all-cause mortality was compared. Results In total, 870 patients were enrolled. The mortality rate was 27.4% after a mean follow-up period of 230 ± 115 days. AI analysis had lower variability than manual analysis for both LVEF (P = .003) and LVLS (P = .005). AI-derived LVEF and LVLS were predictors of mortality in univariable and multivariable regression analysis (odds ratio, 0.974 [95% CI, 0.956-0.991; P = .003] for LVEF; odds ratio, 1.060 [95% CI, 1.019-1.105; P = .004] for LVLS), but LVEF and LVLS obtained by manual analysis were not. Direct comparison of the predictive value of AI versus manual measurements of LVEF and LVLS showed that AI was significantly better (P = .005 and P = .003, respectively). In addition, AI-derived LVEF and LVLS had more significant and stronger correlations to other objective biomarkers of acute disease than manual reads. Conclusions AI-based analysis of LVEF and LVLS had similar feasibility as manual analysis, minimized variability, and consequently increased the statistical power to predict mortality. AI-based, but not manual, analyses were a significant predictor of in-hospital and follow-up mortality.
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11
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Fraser M, Agdamag ACC, Maharaj VR, Mutschler M, Charpentier V, Chowdhury M, Alexy T. COVID-19-Associated Myocarditis: An Evolving Concern in Cardiology and Beyond. BIOLOGY 2022; 11:biology11040520. [PMID: 35453718 PMCID: PMC9025425 DOI: 10.3390/biology11040520] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 03/21/2022] [Accepted: 03/23/2022] [Indexed: 01/08/2023]
Abstract
Simple Summary Coronavirus disease-2019 (COVID-19) affects many organs in the body, including the heart. One complication of particular concern is inflammation of the heart muscle, called myocarditis. This paper presents updated research data on COVID-19-associated myocarditis. Specifically, we review the incidence, potential mechanisms, blood and imaging tests that can be used to detect the disease. We emphasize that, in contrast with early reports, recent data suggest that myocarditis in the setting of COVID-19 is relatively uncommon, yet infected individuals are at a substantially increased risk for poor outcomes. It is important to continue research in this area. Abstract The direct and indirect adverse effects of SARS-CoV-2 infection on the cardiovascular system, including myocarditis, are of paramount importance. These not only affect the disease course but also determine clinical outcomes and recovery. In this review, the authors aimed at providing an update on the incidence of Coronavirus disease-2019 (COVID-19)-associated myocarditis. Our knowledge and experience relevant to this area continues to evolve rapidly since the beginning of the pandemic. It is crucial for the scientific and medical community to stay abreast of current information. Contrasting early reports, recent data suggest that the overall incidence of SARS-CoV-2-associated myocarditis is relatively low, yet infected individuals are at a substantially increased risk. Therefore, understanding the pathophysiology and diagnostic evaluation, including the use of serum biomarkers and imaging modalities, remain important. This review aims to summarize the most recent data in these areas as they relate to COVID-19-associated myocarditis. Given its increasing relevance, a brief update is included on the proposed mechanisms of myocarditis in COVID-19 vaccine recipients.
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Affiliation(s)
- Meg Fraser
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN 55455, USA; (M.F.); (A.C.C.A.); (V.R.M.); (M.M.)
| | - Arianne Clare C. Agdamag
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN 55455, USA; (M.F.); (A.C.C.A.); (V.R.M.); (M.M.)
| | - Valmiki R. Maharaj
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN 55455, USA; (M.F.); (A.C.C.A.); (V.R.M.); (M.M.)
| | - Melinda Mutschler
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN 55455, USA; (M.F.); (A.C.C.A.); (V.R.M.); (M.M.)
| | | | | | - Tamas Alexy
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN 55455, USA; (M.F.); (A.C.C.A.); (V.R.M.); (M.M.)
- Correspondence: ; Tel.: +1-612-625-9100
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12
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Lawal IO, Kgatle MM, Mokoala K, Farate A, Sathekge MM. Cardiovascular disturbances in COVID-19: an updated review of the pathophysiology and clinical evidence of cardiovascular damage induced by SARS-CoV-2. BMC Cardiovasc Disord 2022; 22:93. [PMID: 35264107 PMCID: PMC8905284 DOI: 10.1186/s12872-022-02534-8] [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] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 03/01/2022] [Indexed: 12/15/2022] Open
Abstract
Severe acute respiratory coronavirus-2 (SARS-Co-2) is the causative agent of coronavirus disease-2019 (COVID-19). COVID-19 is a disease with highly variable phenotypes, being asymptomatic in most patients. In symptomatic patients, disease manifestation is variable, ranging from mild disease to severe and critical illness requiring treatment in the intensive care unit. The presence of underlying cardiovascular morbidities was identified early in the evolution of the disease to be a critical determinant of the severe disease phenotype. SARS-CoV-2, though a primarily respiratory virus, also causes severe damage to the cardiovascular system, contributing significantly to morbidity and mortality seen in COVID-19. Evidence on the impact of cardiovascular disorders in disease manifestation and outcome of treatment is rapidly emerging. The cardiovascular system expresses the angiotensin-converting enzyme-2, the receptor used by SARS-CoV-2 for binding, making it vulnerable to infection by the virus. Systemic perturbations including the so-called cytokine storm also impact on the normal functioning of the cardiovascular system. Imaging plays a prominent role not only in the detection of cardiovascular damage induced by SARS-CoV-2 infection but in the follow-up of patients' clinical progress while on treatment and in identifying long-term sequelae of the disease.
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Affiliation(s)
- Ismaheel O Lawal
- Department of Nuclear Medicine, University of Pretoria, Pretoria, 0001, South Africa. .,Nuclear Medicine Research Infrastructure, Steve Biko Academic Hospital, Pretoria, South Africa.
| | - Mankgopo M Kgatle
- Department of Nuclear Medicine, University of Pretoria, Pretoria, 0001, South Africa.,Nuclear Medicine Research Infrastructure, Steve Biko Academic Hospital, Pretoria, South Africa
| | - Kgomotso Mokoala
- Department of Nuclear Medicine, University of Pretoria, Pretoria, 0001, South Africa.,Nuclear Medicine Research Infrastructure, Steve Biko Academic Hospital, Pretoria, South Africa
| | - Abubakar Farate
- Department of Radiology, University of Maiduguri, Maiduguri, Nigeria
| | - Mike M Sathekge
- Department of Nuclear Medicine, University of Pretoria, Pretoria, 0001, South Africa.,Nuclear Medicine Research Infrastructure, Steve Biko Academic Hospital, Pretoria, South Africa
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13
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A Review of the Role of Imaging Modalities in the Evaluation of Viral Myocarditis with a Special Focus on COVID-19-Related Myocarditis. Diagnostics (Basel) 2022; 12:diagnostics12020549. [PMID: 35204637 PMCID: PMC8870822 DOI: 10.3390/diagnostics12020549] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/03/2022] [Accepted: 02/06/2022] [Indexed: 12/12/2022] Open
Abstract
Viral myocarditis is inflammation of the myocardium secondary to viral infection. The clinical presentation of viral myocarditis is very heterogeneous and can range from nonspecific symptoms of malaise and fatigue in subclinical disease to a more florid presentation, such as acute cardiogenic shock and sudden cardiac death in severe cases. The accurate and prompt diagnosis of viral myocarditis is very challenging. Endomyocardial biopsy is considered to be the gold standard test to confirm viral myocarditis; however, it is an invasive procedure, and the sensitivity is low when myocardial involvement is focal. Cardiac imaging hence plays an essential role in the noninvasive evaluation of viral myocarditis. The current coronavirus disease 2019 (COVID-19) pandemic has generated considerable interest in the use of imaging in the early detection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-related myocarditis. This article reviews the role of various cardiac imaging modalities used in the diagnosis and assessment of viral myocarditis, including COVID-19-related myocarditis.
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14
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Onnis C, Muscogiuri G, Paolo Bassareo P, Cau R, Mannelli L, Cadeddu C, Suri JS, Cerrone G, Gerosa C, Sironi S, Faa G, Carriero A, Pontone G, Saba L. Non-invasive coronary imaging in patients with COVID-19: a narrative review. Eur J Radiol 2022; 149:110188. [PMID: 35180580 PMCID: PMC8805958 DOI: 10.1016/j.ejrad.2022.110188] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 01/20/2022] [Accepted: 01/26/2022] [Indexed: 12/14/2022]
Abstract
SARS-CoV-2 infection, responsible for COVID-19 outbreak, can cause cardiac complications, worsening outcome and prognosis. In particular, it can exacerbate any underlying cardiovascular condition, leading to atherosclerosis and increased plaque vulnerability, which may cause acute coronary syndrome. We review current knowledge on the mechanisms by which SARS-CoV-2 can trigger endothelial/myocardial damage and cause plaque formation, instability and deterioration. The aim of this review is to evaluate current non-invasive diagnostic techniques for coronary arteries evaluation in COVID-19 patients, such as coronary CT angiography and atherosclerotic plaque imaging, and their clinical implications. We also discuss the role of artificial intelligence, deep learning and radiomics in the context of coronary imaging in COVID-19 patients.
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15
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Silverio A, Di Maio M, Scudiero F, Russo V, Esposito L, Attena E, Pezzullo S, Parodi G, D'Andrea A, Damato A, Silvestro A, Iannece P, Bellino M, Di Vece D, Borrelli A, Citro R, Vecchione C, Galasso G. Clinical conditions and echocardiographic parameters associated with mortality in COVID-19. Eur J Clin Invest 2021; 51:e13638. [PMID: 34287861 PMCID: PMC8420215 DOI: 10.1111/eci.13638] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 06/09/2021] [Accepted: 06/10/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19) is a recently recognized viral infective disease which can be complicated by acute respiratory stress syndrome (ARDS) and cardiovascular complications including severe arrhythmias, acute coronary syndromes, myocarditis and pulmonary embolism. The aim of the present study was to identify the clinical conditions and echocardiographic parameters associated with in-hospital mortality in COVID-19. METHODS This is a multicentre retrospective observational study including seven Italian centres. Patients hospitalized with COVID-19 from 1 March to 22 April 2020 were included into study population. The association between baseline variables and risk of in-hospital mortality was assessed through multivariable logistic regression and competing risk analyses. RESULTS Out of 1401 patients admitted at the participating centres with confirmed diagnosis of COVID-19, 226 (16.1%) underwent transthoracic echocardiography (TTE) and were included in the present analysis. In-hospital death occurred in 68 patients (30.1%). At multivariable analysis, left ventricular ejection fraction (LVEF, P < .001), tricuspid annular plane systolic excursion (TAPSE, P < .001) and ARDS (P < .001) were independently associated with in-hospital mortality. At competing risk analysis, we found a significantly higher risk of mortality in patients with ARDS vs those without ARDS (HR: 7.66; CI: 3.95-14.8), in patients with TAPSE ≤17 mm vs those with TAPSE >17 mm (HR: 5.08; CI: 3.15-8.19) and in patients with LVEF ≤50% vs those with LVEF >50% (HR: 4.06; CI: 2.50-6.59). CONCLUSIONS TTE might be a useful tool in risk stratification of patients with COVID-19. In particular, reduced LVEF and reduced TAPSE may help to identify patients at higher risk of death during hospitalization.
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Affiliation(s)
- Angelo Silverio
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
| | - Marco Di Maio
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy.,Division of Cardiology, Eboli Hospital, Salerno, Italy
| | | | - Vincenzo Russo
- Chair of Cardiology, Department of Translational Medical Sciences, University of Campania "Luigi Vanvitelli" - Monaldi and Cotugno Hospital, Naples, Italy
| | - Luca Esposito
- Division of Cardiology, Cardiovascular and Thoracic Department, San Giovanni di Dio e Ruggi d'Aragona University Hospital, Salerno, Italy
| | - Emilio Attena
- Division of Cardiology, San Giuliano Hospital, Naples, Italy
| | | | - Guido Parodi
- Division of Interventional Cardiology, University Hospital of Sassari, Sassari, Italy
| | - Antonello D'Andrea
- Department of Cardiology and Intensive Coronary Unit, "Umberto I" Hospital, Nocera Inferiore, Italy
| | - Antonio Damato
- Department of Vascular Physiopathology, IRCCS Neuromed, Pozzilli, Italy
| | | | - Patrizia Iannece
- Department of Chemistry and Biology, University of Salerno, Fisciano, Italy
| | - Michele Bellino
- Division of Cardiology, Cardiovascular and Thoracic Department, San Giovanni di Dio e Ruggi d'Aragona University Hospital, Salerno, Italy
| | - Davide Di Vece
- Division of Cardiology, Cardiovascular and Thoracic Department, San Giovanni di Dio e Ruggi d'Aragona University Hospital, Salerno, Italy.,Department of Cardiology, University Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Anna Borrelli
- San Giovanni di Dio e Ruggi d'Aragona University Hospital, Salerno, Italy
| | - Rodolfo Citro
- Division of Cardiology, Cardiovascular and Thoracic Department, San Giovanni di Dio e Ruggi d'Aragona University Hospital, Salerno, Italy
| | - Carmine Vecchione
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy.,Department of Vascular Physiopathology, IRCCS Neuromed, Pozzilli, Italy
| | - Gennaro Galasso
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
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16
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Chang A, Wang YG, Jayanna MB, Wu X, Cadaret LM, Liu K. Mortality Correlates in Patients With Takotsubo Syndrome During the COVID-19 Pandemic. Mayo Clin Proc Innov Qual Outcomes 2021; 5:1050-1055. [PMID: 34604705 PMCID: PMC8479536 DOI: 10.1016/j.mayocpiqo.2021.09.008] [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: 11/28/2022] Open
Abstract
We completed a systematic review of Takotsubo syndrome (TTS) cases reported during the coronavirus disease 2019 (COVID-19) pandemic and performed clustering and feature importance analysis and statistical testing for independence on the demographic, clinical, and imaging parameters. Compared with the data before the COVID-19 pandemic, TTS was increasingly diagnosed in physical stress (mostly COVID-19 pneumonia)-triggered male patients without psychiatric/neurologic disorders, warranting further investigation to establish new reference criteria to improve diagnostic specificity. In clustering analysis, sex and inpatient mortality primarily contributed to the automated classification of the TTS. Both sex and inpatient mortality had essential correlations with COVID-19 infection/pneumonia. There is effect modification of sex on outcomes in patients with COVID-19 infection and TTS, with male patients having significantly worse inpatient mortality. Meanwhile, significantly more male patients with TTS were classified as high risk according to International Takotsubo Registry prognostic scores, suggesting that male COVID-19/TTS survivors will likely have worse long-term outcome.
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Affiliation(s)
- Amanda Chang
- Division of Cardiology, Department of Internal Medicine, University of Iowa, Iowa City, IA
| | - Yi Grace Wang
- Department of Mathematics, California State University–Dominguez Hills, Carson, CA
| | - Manju B. Jayanna
- Division of Cardiology, Department of Medicine, Lankenau Medical Center, Wynnewood, PA
| | - Xiaodong Wu
- Division of Cardiology, Department of Internal Medicine, University of Iowa, Iowa City, IA
- Department of Computer Sciences, University of Iowa, Iowa City, IA
| | - Linda M. Cadaret
- Division of Cardiology, Department of Internal Medicine, University of Iowa, Iowa City, IA
| | - Kan Liu
- Division of Cardiology, Department of Internal Medicine, University of Iowa, Iowa City, IA
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17
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Prognostic Implications of Right Ventricular Function and Pulmonary Pressures Assessed by Echocardiography in Hospitalized Patients with COVID-19. J Pers Med 2021; 11:jpm11121245. [PMID: 34945717 PMCID: PMC8705674 DOI: 10.3390/jpm11121245] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 11/18/2021] [Accepted: 11/19/2021] [Indexed: 01/19/2023] Open
Abstract
AIMS Pulmonary involvement in Coronavirus disease 2019 (COVID-19) may affect right ventricular (RV) function and pulmonary pressures. The prognostic value of tricuspid annular plane systolic excursion (TAPSE), systolic pulmonary artery pressure (PAPS), and TAPSE/PAPS ratios have been poorly investigated in this clinical setting. METHODS AND RESULTS This is a multicenter Italian study, including consecutive patients hospitalized for COVID-19. In-hospital mortality and pulmonary embolism (PE) were identified as the primary and secondary outcome measures, respectively. The study included 227 (16.1%) subjects (mean age 68 ± 13 years); intensive care unit (ICU) admission was reported in 32.2%. At competing risk analysis, after stratifying the population into tertiles, according to TAPSE, PAPS, and TAPSE/PAPS ratio values, patients in the lower TAPSE and TAPSE/PAPS tertiles, as well as those in the higher PAPS tertiles, showed a significantly higher incidence of death vs. the probability to be discharged during the hospitalization. At univariable logistic regression analysis, TAPSE, PAPS, and TAPSE/PAPS were significantly associated with a higher risk of death and PE, both in patients who were and were not admitted to ICU. At adjusted multivariable regression analysis, TAPSE, PAPS, and TAPSE/PAPS resulted in independently associated risk of in-hospital death (TAPSE: OR 0.85, CI 0.74-0.97; PAPS: OR 1.08, CI 1.03-1.13; TAPSE/PAPS: OR 0.02, CI 0.02 × 10-1-0.2) and PE (TAPSE: OR 0.7, CI 0.6-0.82; PAPS: OR 1.1, CI 1.05-1.14; TAPSE/PAPS: OR 0.02 × 10-1, CI 0.01 × 10-2-0.04). CONCLUSIONS Echocardiographic evidence of RV systolic dysfunction, increased PAPS, and poor RV-arterial coupling may help to identify COVID-19 patients at higher risk of mortality and PE during hospitalization.
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18
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COVID-19 and Acute Coronary Syndromes: From Pathophysiology to Clinical Perspectives. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2021; 2021:4936571. [PMID: 34484561 PMCID: PMC8410438 DOI: 10.1155/2021/4936571] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 08/09/2021] [Indexed: 02/08/2023]
Abstract
Acute coronary syndromes (ACS) are frequently reported in patients with coronavirus disease 2019 (COVID-19) and may impact patient clinical course and mortality. Although the underlying pathogenesis remains unclear, several potential mechanisms have been hypothesized, including oxygen supply/demand imbalance, direct viral cellular damage, systemic inflammatory response with cytokine-mediated injury, microvascular thrombosis, and endothelial dysfunction. The severe hypoxic state, combined with other conditions frequently reported in COVID-19, namely sepsis, tachyarrhythmias, anemia, hypotension, and shock, can induce a myocardial damage due to the mismatch between oxygen supply and demand and results in type 2 myocardial infarction (MI). In addition, COVID-19 promotes atherosclerotic plaque instability and thrombus formation and may precipitate type 1 MI. Patients with severe disease often show decrease in platelets count, higher levels of d-dimer, ultralarge von Willebrand factor multimers, tissue factor, and prolongation of prothrombin time, which reflects a prothrombotic state. An endothelial dysfunction has been described as a consequence of the direct viral effects and of the hyperinflammatory environment. The expression of tissue factor, von Willebrand factor, thromboxane, and plasminogen activator inhibitor-1 promotes the prothrombotic status. In addition, endothelial cells generate superoxide anions, with enhanced local oxidative stress, and endothelin-1, which affects the vasodilator/vasoconstrictor balance and platelet aggregation. The optimal management of COVID-19 patients is a challenge both for logistic and clinical reasons. A deeper understanding of ACS pathophysiology may yield novel research insights and therapeutic perspectives in higher cardiovascular risk subjects with COVID-19.
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19
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Saylik F, Akbulut T, Oguz M, Sipal A, Ormeci T. Association of echocardiographic parameters with chest computed tomography score in patients with COVID-19 disease. Adv Med Sci 2021; 66:403-410. [PMID: 34454343 PMCID: PMC8379090 DOI: 10.1016/j.advms.2021.08.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 06/11/2021] [Accepted: 08/18/2021] [Indexed: 12/11/2022]
Abstract
Purpose Although coronavirus disease 2019 (COVID-19) primarily affects the pulmonary system, the involvement of the heart has become a well-known issue. Pulmonary CT plays an additive role in the diagnosis and prognosis of the disease. We aimed to investigate the association of echocardiographic indices with pulmonary CT scores and mortality in COVID-19 patients. Materials and methods A total of 123 patients diagnosed with COVID-19 were included in this study. The British Society of Thoracic Imaging (BSTI) score and echocardiographic parameters were calculated, and echocardiographic indices were compared between BSTI score grades. Results During in-hospital follow-up, 36 of 123 patients (29.3%) had died. BSTI score, IVS, LVPWd, RV mid-diameter, RV basal diameter, RV longitudinal diameter, sPAP, and RVMPI were higher, and RVFAC, TAPSE, and RVS were lower in the non-survivor group than in the survivor group. There were statistically significant changes between BSTI scores in terms of LVPWd, RV mid diameter, RV basal diameter, RV longitudinal diameter, sPAP, RVFAC, RVMPI, and TAPSE. BSTI score was positively correlated with sPAP and RV basal diameter and negatively correlated with TAPSE and RVFAC. Multivariate logistic regression analysis demonstrated that sPAP (OR = 1.071, p = 0.002) and RV basal diameter (OR = 1.184, p = 0.005) were independent predictors of high BSTI scores (grade 4 and 5). Furthermore, age, sPAP, and a high BSTI score (grade 5) were independent predictors of in-hospital mortality in COVID-19 patients. Conclusion Echocardiographic indices were correlated with BSTI scores, and patients with higher BSTI scores had more cardiac involvement in COVID-19.
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20
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Comparison of clinical and echocardiographic features of first and second waves of COVID-19 at a large, tertiary medical center serving a predominantly African American patient population. Int J Cardiovasc Imaging 2021; 37:3181-3190. [PMID: 34460023 PMCID: PMC8403533 DOI: 10.1007/s10554-021-02393-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Accepted: 08/23/2021] [Indexed: 12/15/2022]
Abstract
As clinicians have gained experience in treating patients with the novel SARS-CoV-2 (COVID-19) virus, mortality rates for patients with acute COVID-19 infection have decreased. The Centers for Disease Control (CDC) has identified the African American population as having increased risk of COVID-19 associated mortality, however little is known about echocardiographic markers associated with increased mortality in this patient population. We aimed to compare the clinical and echocardiographic features of a predominantly African American patient cohort hospitalized with acute COVID-19 infection during the first (March–June 2020) and second (September–December 2020) waves of the COVID-19 pandemic, and to investigate which parameters are most strongly associated with composite all-cause mortality. We performed consecutive transthoracic echocardiograms (TTEs) on 105 patients admitted with acute COVID-19 infection during the first wave and 129 patients admitted during the second wave. TTE parameters including left ventricular ejection fraction (LVEF), left ventricular global longitudinal strain (LVGLS), right ventricular global longitudinal strain (RVGLS), right ventricular free-wall strain (RVFWS), and right ventricular basal diameter (RVBD) were compared between the two groups. Clinical and demographic characteristics including underlying co-morbidities, biomarkers, in-hospital treatment regimens, and outcomes were collected and analyzed. Univariable and multivariable analyses were performed to determine variables associated with all-cause mortality. There were no significant differences between the two waves in terms of age, gender, BMI, or race. Overall all-cause mortality was 35.2% for the first wave compared to 14.7% for the second wave (p < 0.001). Previous medical conditions were similar between the two waves with the exception of underlying lung disease (41.9% vs. 29.5%, p = 0.047). Echocardiographic parameters were significantly more abnormal in the first wave compared to the second: LVGLS (− 17.1 ± 5.0 vs. − 18.9 ± 4.8, p = 0.02), RVGLS (− 15.7 ± 5.9% vs. − 19.0 ± 5.9%, p < 0.001), RVFWS (− 19.5 ± 6.8% vs. − 23.2 ± 6.9%, p = 0.001), and RVBD (4.5 ± 0.8 vs. 3.9 ± 0.7 cm, p < 0.001). Stepwise multivariable logistic analysis showed mechanical ventilation, RVFWS, and RVGLS to be independently associated with mortality. In a predominantly African American patient population on the south side of Chicago, the clinical and echocardiographic features of patients hospitalized with acute COVID-19 infection demonstrated marked improvement from the first to the second wave of the pandemic, with a significant decrease in all-cause mortality. Possible explanations include implementation of evidence-based therapies, changes in echocardiographic practices, and behavioral changes in our patient population. Mechanical ventilation and right-sided strain-based markers were independently associated with mortality.
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21
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Polito MV, Silverio A, Bellino M, Iuliano G, Di Maio M, Alfano C, Iannece P, Esposito N, Galasso G. Cardiovascular Involvement in COVID-19: What Sequelae Should We Expect? Cardiol Ther 2021; 10:377-396. [PMID: 34191268 PMCID: PMC8243311 DOI: 10.1007/s40119-021-00232-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Indexed: 01/08/2023] Open
Abstract
Several forms of cardiovascular involvement have been described in patients with Coronavirus disease 19 (COVID-19): myocardial injury, acute coronary syndrome, acute heart failure, myocarditis, pericardial diseases, arrhythmias, takotsubo syndrome, and arterial and venous atherothrombotic and thromboembolic events. Data on long-term outcome of these patients are still sparse, and the type and real incidence of cardiovascular sequelae are poorly known. It is plausible that myocardial injury may be the initiator of an inflammatory cascade, edema, and subsequent fibrosis, but also a consequence of systemic inflammation. The extent and distribution of ongoing inflammation may be the basis for ventricular dysfunction and malignant arrhythmias. Indeed, preliminary observational findings seem to emphasize the importance of close monitoring of COVID-19 patients with myocardial injury after discharge. Residual subclinical disease may be effectively investigated by using second-level imaging modalities such as cardiac magnetic resonance, which allows better characterization of the type and extension of myocardial damage, as well as of the ongoing inflammation after the acute phase. In patients with venous thromboembolism, a very common complication of COVID-19, the type and the duration of anticoagulation therapy after the acute phase should be tailored to the patient and based on the estimation of the individual thromboembolic and hemorrhagic risk. Large randomized clinical trials are ongoing to address this clinical question. Whether the severity of cardiovascular involvement, the type of treatments adopted during the acute phase, and the hemodynamic response, may influence the long-term outcome of patients recovered from COVID-19 is unknown. An etiological diagnosis of myocardial injury during the hospitalization is the first step for an appropriate follow-up in these patients. After discharge, the screening for residual left and right ventricular dysfunction, arrhythmias, residual thrombosis, and myocardial scar should be considered on a case-by-case basis, whereas an active clinical surveillance is mandatory in any patient.
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Affiliation(s)
| | - Angelo Silverio
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno, Italy.
| | - Michele Bellino
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno, Italy
| | - Giuseppe Iuliano
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno, Italy
| | - Marco Di Maio
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno, Italy
| | - Carmine Alfano
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno, Italy
| | - Patrizia Iannece
- Department of Chemistry and Biology, University of Salerno, Fisciano, Italy
| | - Nicolino Esposito
- Department of Cardiology, Ospedale Evangelico Betania, Naples, Italy
| | - Gennaro Galasso
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno, Italy
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22
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Pezzutti DL, Wadhwa V, Makary MS. COVID-19 imaging: Diagnostic approaches, challenges, and evolving advances. World J Radiol 2021. [DOI: 10.4329/wjr.v13.i6.172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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23
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Pezzutti DL, Wadhwa V, Makary MS. COVID-19 imaging: Diagnostic approaches, challenges, and evolving advances. World J Radiol 2021; 13:171-191. [PMID: 34249238 PMCID: PMC8245752 DOI: 10.4329/wjr.v13.i6.171] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Revised: 05/15/2021] [Accepted: 06/23/2021] [Indexed: 02/06/2023] Open
Abstract
The role of radiology and the radiologist have evolved throughout the coronavirus disease-2019 (COVID-19) pandemic. Early on, chest computed tomography was used for screening and diagnosis of COVID-19; however, it is now indicated for high-risk patients, those with severe disease, or in areas where polymerase chain reaction testing is sparsely available. Chest radiography is now utilized mainly for monitoring disease progression in hospitalized patients showing signs of worsening clinical status. Additionally, many challenges at the operational level have been overcome within the field of radiology throughout the COVID-19 pandemic. The use of teleradiology and virtual care clinics greatly enhanced our ability to socially distance and both are likely to remain important mediums for diagnostic imaging delivery and patient care. Opportunities to better utilize of imaging for detection of extrapulmonary manifestations and complications of COVID-19 disease will continue to arise as a more detailed understanding of the pathophysiology of the virus continues to be uncovered and identification of predisposing risk factors for complication development continue to be better understood. Furthermore, unidentified advancements in areas such as standardized imaging reporting, point-of-care ultrasound, and artificial intelligence offer exciting discovery pathways that will inevitably lead to improved care for patients with COVID-19.
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Affiliation(s)
- Dante L Pezzutti
- Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
| | - Vibhor Wadhwa
- Department of Radiology, Weill Cornell Medical Center, New York City, NY 10065, United States
| | - Mina S Makary
- Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
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24
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Imaging Cardiovascular Inflammation in the COVID-19 Era. Diagnostics (Basel) 2021; 11:diagnostics11061114. [PMID: 34207266 PMCID: PMC8233709 DOI: 10.3390/diagnostics11061114] [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: 05/10/2021] [Revised: 06/11/2021] [Accepted: 06/15/2021] [Indexed: 12/29/2022] Open
Abstract
Cardiac complications are among the most frequent extrapulmonary manifestations of COVID-19 and are associated with high mortality rates. Moreover, positive SARS-CoV-2 patients with underlying cardiovascular disease are more likely to require intensive care and are at higher risk of death. The underlying mechanism for myocardial injury is multifaceted, in which the severe inflammatory response causes myocardial inflammation, coronary plaque destabilization, acute thrombotic events, and ischemia. Cardiac magnetic resonance (CMR) imaging is the non-invasive method of choice for identifying myocardial injury, and it is able to differentiate between underlying causes in various and often challenging clinical scenarios. Multimodal imaging protocols that incorporate CMR and computed tomography provide a complex evaluation for both respiratory and cardiovascular complications of SARS-CoV2 infection. This, in relation to biological evaluation of systemic inflammation, can guide appropriate therapeutic management in every stage of the disease. The use of artificial intelligence can further improve the diagnostic accuracy of these imaging techniques, thus enabling risk stratification and evaluation of prognosis. The present manuscript aims to review the current knowledge on the possible modalities for imaging COVID-related myocardial inflammation or post-COVID coronary inflammation and atherosclerosis.
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25
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Manolis AS, Manolis AA, Manolis TA, Melita H. COVID-19 and Acute Myocardial Injury and Infarction: Related Mechanisms and Emerging Challenges. J Cardiovasc Pharmacol Ther 2021; 26:399-414. [PMID: 33949887 DOI: 10.1177/10742484211011026] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
In the era of the coronavirus disease 2019 (COVID-19) pandemic, acute cardiac injury (ACI), as reflected by elevated cardiac troponin above the 99th percentile, has been observed in 8%-62% of patients with COVID-19 infection with highest incidence and mortality recorded in patients with severe infection. Apart from the clinically and electrocardiographically discernible causes of ACI, such as acute myocardial infarction (MI), other cardiac causes need to be considered such as myocarditis, Takotsubo syndrome, and direct injury from COVID-19, together with noncardiac conditions, such as pulmonary embolism, critical illness, and sepsis. Acute coronary syndromes (ACS) with normal or near-normal coronary arteries (ACS-NNOCA) appear to have a higher prevalence in both COVID-19 positive and negative patients in the pandemic compared to the pre-pandemic era. Echocardiography, coronary angiography, chest computed tomography and/or cardiac magnetic resonance imaging may render a correct diagnosis, obviating the need for endomyocardial biopsy. Importantly, a significant delay has been recorded in patients with ACS seeking advice for their symptoms, while their routine care has been sharply disrupted with fewer urgent coronary angiographies and/or primary percutaneous coronary interventions performed in the case of ST-elevation MI (STEMI) with an inappropriate shift toward thrombolysis, all contributing to a higher complication rate in these patients. Thus, new challenges have emerged in rendering a diagnosis and delivering treatment in patients with ACI/ACS in the pandemic era. These issues, the various mechanisms involved in the development of ACI/ACS, and relevant current guidelines are herein reviewed.
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Affiliation(s)
- Antonis S Manolis
- First Department of Cardiology, 68989Athens University School of Medicine, Athens, Greece
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26
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Kumar H, Fernandez CJ, Kolpattil S, Munavvar M, Pappachan JM. Discrepancies in the clinical and radiological profiles of COVID-19: A case-based discussion and review of literature. World J Radiol 2021; 13:75-93. [PMID: 33968311 PMCID: PMC8069347 DOI: 10.4329/wjr.v13.i4.75] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 04/03/2021] [Accepted: 04/13/2021] [Indexed: 02/06/2023] Open
Abstract
The current gold standard for the diagnosis of coronavirus disease-19 (COVID-19) is a positive reverse transcriptase polymerase chain reaction (RT-PCR) test, on the background of clinical suspicion. However, RT-PCR has its limitations; this includes issues of low sensitivity, sampling errors and appropriate timing of specimen collection. As pulmonary involvement is the most common manifestation of severe COVID-19, early and appropriate lung imaging is important to aid diagnosis. However, gross discrepancies can occur between the clinical and imaging findings in patients with COVID-19, which can mislead clinicians in their decision making. Although chest X-ray (CXR) has a low sensitivity for the diagnosis of COVID-19 associated lung disease, especially in the earlier stages, a positive CXR increases the pre-test probability of COVID-19. CXR scoring systems have shown to be useful, such as the COVID-19 opacification rating score which helps to predict the need of tracheal intubation. Furthermore, artificial intelligence-based algorithms have also shown promise in differentiating COVID-19 pneumonia on CXR from other lung diseases. Although costlier than CXR, unenhanced computed tomographic (CT) chest scans have a higher sensitivity, but lesser specificity compared to RT-PCR for the diagnosis of COVID-19 pneumonia. A semi-quantitative CT scoring system has been shown to predict short-term mortality. The routine use of CT pulmonary angiography as a first-line imaging modality in patients with suspected COVID-19 is not justifiable due to the risk of contrast nephropathy. Scoring systems similar to those pioneered in CXR and CT can be used to effectively plan and manage hospital resources such as ventilators. Lung ultrasound is useful in the assessment of critically ill COVID-19 patients in the hands of an experienced operator. Moreover, it is a convenient tool to monitor disease progression, as it is cheap, non-invasive, easily accessible and easy to sterilise. Newer lung imaging modalities such as magnetic resonance imaging (MRI) for safe imaging among children, adolescents and pregnant women are rapidly evolving. Imaging modalities are also essential for evaluating the extra-pulmonary manifestations of COVID-19: these include cranial imaging with CT or MRI; cardiac imaging with ultrasonography (US), CT and MRI; and abdominal imaging with US or CT. This review critically analyses the utility of each imaging modality to empower clinicians to use them appropriately in the management of patients with COVID-19 infection.
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Affiliation(s)
- Hemant Kumar
- College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TH, United Kingdom
| | | | - Sangeetha Kolpattil
- Department of Radiology, University Hospitals of Morecambe Bay NHS Trust, Lancaster LA1 4RP, United Kingdom
| | - Mohamed Munavvar
- Department of Pulmonology & Chest Diseases, Lancashire Teaching Hospitals NHS Trust, Preston PR2 9HT, United Kingdom
| | - Joseph M Pappachan
- Department of Medicine & Endocrinology, Lancashire Teaching Hospitals NHS Trust, Preston PR2 9HT, United Kingdom
- Faculty of Science, Manchester Metropolitan University, Manchester M15 6BH, United Kingdom
- Faculty of Biology, Medicine & Health, The University of Manchester, Manchester M13 9PL, United Kingdom
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27
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Goerlich E, Minhas AS, Mukherjee M, Sheikh FH, Gilotra NA, Sharma G, Michos ED, Hays AG. Multimodality Imaging for Cardiac Evaluation in Patients with COVID-19. Curr Cardiol Rep 2021; 23:44. [PMID: 33721125 PMCID: PMC7957471 DOI: 10.1007/s11886-021-01483-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/17/2021] [Indexed: 12/18/2022]
Abstract
PURPOSE OF REVIEW A growing number of cardiovascular manifestations resulting from the novel SARS-CoV-2 coronavirus (COVID-19) have been described since the beginning of this global pandemic. Acute myocardial injury is common in this population and is associated with higher rates of morbidity and mortality. The focus of this review centers on the recent applications of multimodality imaging in the diagnosis and management of COVID-19-related cardiovascular conditions. RECENT FINDINGS In addition to standard cardiac imaging techniques such as transthoracic echocardiography, other modalities including computed tomography and cardiac magnetic resonance imaging have emerged as useful adjuncts in select patients with COVID-19 infection, particularly those with suspected ischemic and nonischemic myocardial injury. Data have also emerged suggesting lasting COVID-19 subclinical cardiac effects, which may have long-term prognostic implications. With the spectrum of COVID-19 cardiovascular manifestations observed thus far, it is important for clinicians to recognize the role, strengths, and limitations of multimodality imaging techniques in this patient population.
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Affiliation(s)
- Erin Goerlich
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Carnegie 568, Baltimore, MD 21287 USA
| | - Anum S. Minhas
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Carnegie 568, Baltimore, MD 21287 USA
| | - Monica Mukherjee
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Carnegie 568, Baltimore, MD 21287 USA
| | - Farooq H. Sheikh
- Division of Cardiology, Department of Medicine, Medstar Washington Hospital Center, Washington, DC USA
| | - Nisha A. Gilotra
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Carnegie 568, Baltimore, MD 21287 USA
| | - Garima Sharma
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Carnegie 568, Baltimore, MD 21287 USA
| | - Erin D. Michos
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Carnegie 568, Baltimore, MD 21287 USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Allison G. Hays
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Carnegie 568, Baltimore, MD 21287 USA
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28
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Dani SS, Bagga S, Ganatra S. Editorial commentary: Cardiovascular imaging in COVID-19: Focus on safety, value, and clinical relevance. Trends Cardiovasc Med 2021; 31:17-19. [PMID: 33161098 PMCID: PMC7834530 DOI: 10.1016/j.tcm.2020.10.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 10/29/2020] [Indexed: 01/12/2023]
Affiliation(s)
- Sourbha S Dani
- Department of Cardiovascular Medicine, Lahey Hospital and Medical Center, Beth Israel Lahey Health, Burlington, MA, 01805, USA
| | - Shiv Bagga
- Department of Cardiovascular Medicine, Lahey Hospital and Medical Center, Beth Israel Lahey Health, Burlington, MA, 01805, USA
| | - Sarju Ganatra
- Department of Cardiovascular Medicine, Lahey Hospital and Medical Center, Beth Israel Lahey Health, Burlington, MA, 01805, USA; Cardio-Oncology Program, Department of Cardiovascular Medicine, Lahey Hospital and Medical Center, Beth Israel Lahey Health, Burlington, MA, 01805, USA.
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