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Lauriero F, Vita CV, Perazzolo A, Sanseverino G, Moliterno E, Rovere G, Marano R, Natale L. Acute Myocarditis and Inflammatory Cardiomyopathies: Insights From Cardiac Magnetic Resonance Findings. Echocardiography 2025; 42:e70099. [PMID: 39963997 PMCID: PMC11834149 DOI: 10.1111/echo.70099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 01/12/2025] [Accepted: 01/29/2025] [Indexed: 02/21/2025] Open
Abstract
Myocardial inflammation encompasses a broad spectrum of conditions, including acute myocarditis, chronic inflammatory cardiomyopathy, and several overlapping entities that differ in clinical presentation, pathophysiology, and progression. These conditions range from self-limiting acute inflammation to chronic myocardial injury and dysfunction. The etiologic classification of myocardial inflammation highlights the complexity of its pathogenesis, involving direct tissue damage, immune-mediated mechanisms, and environmental triggers. Cardiac magnetic resonance (CMR) imaging has become a central diagnostic tool in the assessment of myocardial inflammation, providing precise characterization of myocardial tissue, assessing cardiac function, and stratifying prognosis. Advanced techniques such as T1 and T2 mapping and extracellular volume quantification have further expanded its diagnostic capabilities. This review highlights the essential role of CMR in diagnosing myocardial inflammation, recognizing various imaging findings associated with different underlying causes, and informing clinical management. The standardization of CMR protocols, along with advancements in imaging techniques and strengthened interdisciplinary collaboration, represents a fundamental step toward improving diagnostic accuracy, patient outcomes, and the understanding of the broad spectrum of myocardial inflammatory diseases.
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Affiliation(s)
- Francesco Lauriero
- Department of Diagnostic Imaging, Oncological Radiotherapy and HematologyFondazione Policlinico Universitario Agostino Gemelli IRCCSRomeItaly
| | - Camilla Vittoria Vita
- Department of Radiological and Haematological Sciences–Section of RadiologyUniversità Cattolica del Sacro CuoreRomeItaly
| | - Alessio Perazzolo
- Department of Radiological and Haematological Sciences–Section of RadiologyUniversità Cattolica del Sacro CuoreRomeItaly
| | - Giovanni Sanseverino
- Department of Radiological and Haematological Sciences–Section of RadiologyUniversità Cattolica del Sacro CuoreRomeItaly
| | - Eleonora Moliterno
- Department of Radiological and Haematological Sciences–Section of RadiologyUniversità Cattolica del Sacro CuoreRomeItaly
| | - Giuseppe Rovere
- Department of Diagnostic Imaging, Oncological Radiotherapy and HematologyFondazione Policlinico Universitario Agostino Gemelli IRCCSRomeItaly
| | - Riccardo Marano
- Department of Diagnostic Imaging, Oncological Radiotherapy and HematologyFondazione Policlinico Universitario Agostino Gemelli IRCCSRomeItaly
- Department of Radiological and Haematological Sciences–Section of RadiologyUniversità Cattolica del Sacro CuoreRomeItaly
| | - Luigi Natale
- Department of Diagnostic Imaging, Oncological Radiotherapy and HematologyFondazione Policlinico Universitario Agostino Gemelli IRCCSRomeItaly
- Department of Radiological and Haematological Sciences–Section of RadiologyUniversità Cattolica del Sacro CuoreRomeItaly
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Seyani C, Adam R, Gant D, Shambrook J, Flett A. A dynamic variant of Takotsubo cardiomyopathy mimicking apical hypertrophic cardiomyopathy: a case report. Eur Heart J Case Rep 2025; 9:ytae432. [PMID: 39839842 PMCID: PMC11748134 DOI: 10.1093/ehjcr/ytae432] [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: 02/12/2024] [Revised: 05/19/2024] [Accepted: 08/05/2024] [Indexed: 01/23/2025]
Abstract
Background Takotsubo cardiomyopathy usually presents with acute reversible left ventricular apical hypokinesia and apical ballooning with basal hyperdynamic function. We describe an underreported case of Takotsubo cardiomyopathy (TCM), misinterpreted as apical hypertrophic cardiomyopathy (HCM) due to transient apical oedema in the recovery phase of the condition. Case summary A 74-year-old Caucasian woman, presented to the emergency department complaining of retrosternal chest pain following, emotional stress. Her electrocardiogram (ECG) demonstrated poor R-wave progression in the right precordial leads raising the possibility of an anterior non-ST elevation myocardial infarction. High sensitivity troponin was elevated at 2232 ng/L, echocardiography demonstrating apical ballooning and left ventricular ejection fraction of 45%. Computed tomography coronary angiography revealed unobstructive coronary arteries. Cardiac magnetic resonance imaging (cMRI) demonstrated morphological features consistent with apical HCM. However, subsequent cMRI examination, illustrated resolution of the hypertrophic segments, with T1 parametric mapping and extracellular volume (ECV) favouring TCM over apical HCM. Discussion Following emotional stress, takotsubo cardiomyopathy is understood caused by various mechanisms: catecholamine surge, inflammation, or transient ischaemia event leading to dysregulated cellular mechanisms. This results in myocardial oedema and increased wall stiffness leading to non-type 1 coronary plaque event-related regional wall motion abnormalities.In this instance, the initial two cMRI studies reported morphological features consistent with apical HCM, however, a subsequent examination demonstrated resolution of these features. The key to delineating these distinct pathologies lies in myocardial T1 times that exceeded what is normally observed in HCM, the absence of late gadolinium enhancement and ECV values which favour takotsubo cardiomyopathy.
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Affiliation(s)
- Chitsa Seyani
- Cardiovascular and Thoracic Division, Cardiology Department, University Hospital Southampton, Tremona Road, Southampton SO16 6YD, UK
| | - Robert Adam
- Cardiovascular and Thoracic Division, Cardiology Department, University Hospital Southampton, Tremona Road, Southampton SO16 6YD, UK
| | - David Gant
- Cardiovascular and Thoracic Division, Cardiology Department, University Hospital Southampton, Tremona Road, Southampton SO16 6YD, UK
| | - James Shambrook
- Cardiovascular and Thoracic Division, Cardiology Department, University Hospital Southampton, Tremona Road, Southampton SO16 6YD, UK
| | - Andrew Flett
- Cardiovascular and Thoracic Division, Cardiology Department, University Hospital Southampton, Tremona Road, Southampton SO16 6YD, UK
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Amicone S, Impellizzeri A, Tattilo FP, Ryabenko K, Asta C, Belà R, Suma N, Canton L, Fedele D, Bertolini D, Bodega F, Cavallo D, Marinelli V, Ciarlantini M, Pastore G, Iuorio OD, Alvarez MC, Bavuso LL, Salerno J, Vasumini N, Maida A, Armillotta M, Angeli F, Sansonetti A, Bergamaschi L, Foà A, Squeri A, Dall'Ara G, Pizzi C. Noninvasive Assessment in Takotsubo Syndrome: A Diagnostic Challenge. Echocardiography 2024; 41:e15953. [PMID: 39387111 DOI: 10.1111/echo.15953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 09/11/2024] [Accepted: 09/23/2024] [Indexed: 10/12/2024] Open
Abstract
Takotsubo syndrome (TTS) is a clinical syndrome characterized by a transient left ventricular dysfunction whose diagnosis can be challenging due to its resemblance to acute myocardial infarction (AMI). Despite the growing recognition of TTS, acute complications and long-term mortality rates are comparable to those observed in AMI patients. In this context, a systematic diagnostic approach is imperative for an accurate patient assessment, with due consideration of the distinctive characteristics and optimal timing of each imaging modality. Coronary angiography with ventriculography may be reserved for cases presenting with ST-segment elevation, whereas in all other cases, the use of multimodality noninvasive imaging allows for a comprehensive evaluation of typical diagnostic features and detection of acute complications while also providing prognostic insights. The aim of this review is to evaluate the current research on non-invasive modalities and to propose a diagnostic algorithm that will facilitate the identification and management of TTS.
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Affiliation(s)
- Sara Amicone
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Andrea Impellizzeri
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Francesco Pio Tattilo
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Khrystyna Ryabenko
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Claudio Asta
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Rebecca Belà
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Nicole Suma
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Lisa Canton
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Damiano Fedele
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Davide Bertolini
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Francesca Bodega
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Daniele Cavallo
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Virginia Marinelli
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Mariachiara Ciarlantini
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Giuseppe Pastore
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Ornella Di Iuorio
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Marcello Casuso Alvarez
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Leonardo Luca Bavuso
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Jessica Salerno
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Nicolò Vasumini
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Angelo Maida
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Matteo Armillotta
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Francesco Angeli
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Angelo Sansonetti
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Luca Bergamaschi
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Alberto Foà
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Angelo Squeri
- Department of Cardiology, Maria Cecilia Hospital, GVM Care and Research, Cotignola (RA), Italy
| | - Gianni Dall'Ara
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
- Cardiology Unit, Morgagni Pierantoni Hospital, Forlì, Italy
| | - Carmine Pizzi
- Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences - DIMEC; Alma Mater Studiorum, University of Bologna, Bologna, Italy
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Kazimierczyk R, Kaminski KA, Nekolla SG. Cardiac PET/MRI: Recent Developments and Future Aspects. Semin Nucl Med 2024; 54:733-746. [PMID: 38853039 DOI: 10.1053/j.semnuclmed.2024.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 05/23/2024] [Indexed: 06/11/2024]
Abstract
Positron emission tomography/magnetic resonance (PET/MRI) hybrid imaging is now available for over a decade and although the quantity of installed systems is rather low, the number of emerging applications for cardiovascular diseases is still growing. PET/MRI provides integrated images of high quality anatomical and functional assessment obtained by MRI with the possibilities of PET for quantification of molecular parameters such as metabolism, inflammation, and perfusion. In recent years, sequential co-registration of myocardial tissue characterization with its molecular data had become an increasingly helpful tool in clinical practice and an integrated device simplifies this task. This review summarizes recent developments and future possibilities in the use of the PET/MRI in the diagnosis and treatment of cardiovascular disorders.
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Affiliation(s)
| | - Karol A Kaminski
- Department of Cardiology, Medical University of Bialystok, Bialystok, Poland; Department of Population Medicine and Lifestyle Diseases, Medical University of Bialystok, Bialystok, Poland
| | - Stephan G Nekolla
- Department of Nuclear Medicine, Technical University Munich, Ismaninger Str., Munich, Germany; DZKH (Deutsches Zentrum für Herz-Kreislauf-Forschung e.V.), partner site Munich Heart Alliance, Munich, Germany.
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5
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Kato S, Kitai T, Utsunomiya D, Azuma M, Fukui K, Hagiwara E, Ogura T, Ishibashi Y, Okada T, Kitakata H, Shiraishi Y, Torii S, Ohashi K, Takamatsu K, Yokoyama A, Hirata KI, Matsue Y, Node K. Myocardial Injury by COVID-19 Infection Assessed by Cardiovascular Magnetic Resonance Imaging - A Prospective Multicenter Study. Circ J 2024; 88:1450-1458. [PMID: 38556299 DOI: 10.1253/circj.cj-23-0729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/02/2024]
Abstract
BACKGROUND This prospective multicenter study assessed the prevalence of myocardial injury in patients with COVID-19 using cardiac magnetic resonance imaging (CMR). METHODS AND RESULTS We prospectively screened 505 patients with moderate to severe COVID-19 disease from 7 hospitals in Japan. Of these patients, 31 (mean [±SD] age 63.5±10.4 years, 23 [74%] male) suspected of myocardial injury, based on elevated serum troponin or B-type natriuretic peptide concentrations either upon admission or 3 months after discharge, underwent CMR 3 months after discharge. The primary endpoint was the presence of myocardial injury, defined by any of the following: (1) contrast enhancement in the left or right ventricle myocardium on late gadolinium enhancement CMR; (2) left or right ventricular dysfunction (defined as <50% and <45%, respectively); and (3) pericardial thickening on contrast enhancement. The mean (±SD) duration between diagnosis and CMR was 117±16 days. The primary endpoint was observed in 13 of 31 individuals (42%), with 8 (26%) satisfying the modified Lake Louise Criteria for the diagnosis of acute myocarditis. CONCLUSIONS This study revealed a high incidence of myocardial injury identified by CMR in patients with moderate to severe COVID-19 and abnormal findings for cardiac biomarkers.
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Affiliation(s)
- Shingo Kato
- Department of Diagnostic Radiology, Yokohama City University Graduate School of Medicine
| | - Takeshi Kitai
- Department of Cardiology, National Cerebral and Cardiovascular Center
| | - Daisuke Utsunomiya
- Department of Diagnostic Radiology, Yokohama City University Graduate School of Medicine
| | - Mai Azuma
- Department of Cardiology, Kanagawa Cardiovascular and Respiratory Center
| | - Kazuki Fukui
- Department of Cardiology, Kanagawa Cardiovascular and Respiratory Center
| | - Eri Hagiwara
- Department of Respiratory Medicine, Kanagawa Cardiovascular and Respiratory Center
| | - Takashi Ogura
- Department of Respiratory Medicine, Kanagawa Cardiovascular and Respiratory Center
| | - Yuki Ishibashi
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine
| | - Taiji Okada
- Department of Cardiovascular Medicine, Kobe City Medical Center General Hospital
| | - Hiroki Kitakata
- Department of Cardiology, Keio University School of Medicine
| | | | - Shunsuke Torii
- Department of Cardiology, National Center for Global Health and Medicine
| | - Koichi Ohashi
- Department of Cardiology, Tokyo Metropolitan Bokutoh Hospital
| | - Kazufumi Takamatsu
- Department of Respiratory Medicine and Allergology, Kochi Medical School, Kochi University
| | - Akihito Yokoyama
- Department of Respiratory Medicine and Allergology, Kochi Medical School, Kochi University
| | - Ken-Ichi Hirata
- Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine
| | - Yuya Matsue
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine
| | - Koichi Node
- Department of Cardiovascular Medicine, Saga University
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Ford VJ, Applefeld WN, Wang J, Sun J, Solomon SB, Sidenko S, Feng J, Sheffield C, Klein HG, Yu Z, Torabi‐Parizi P, Danner RL, Sachdev V, Solomon MA, Chen MY, Natanson C. Cardiac Magnetic Resonance Studies in a Large Animal Model That Simulates the Cardiac Abnormalities of Human Septic Shock. J Am Heart Assoc 2024; 13:e034026. [PMID: 39101510 PMCID: PMC11964030 DOI: 10.1161/jaha.123.034026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 04/30/2024] [Indexed: 08/06/2024]
Abstract
BACKGROUND Septic shock is associated with increases in end-diastolic volume (EDV) and decreases in ejection fraction that reverse within 10 days. Nonsurvivors do not develop EDV increases. The mechanism is unknown. METHODS AND RESULTS Purpose-bred beagles (n=33) were randomized to receive intrabronchial Staphylococcus aureus or saline. Over 96 hours, cardiac magnetic resonance imaging and echocardiograms were performed. Tissue was obtained at 66 hours. From 0 to 96 hours after bacterial challenge, septic animals versus controls had significantly increased left ventricular wall edema (6%) and wall thinning with loss of mass (15%). On histology, the major finding was nonocclusive microvascular injury with edema in myocytes, the interstitium, and endothelial cells. Edema was associated with significant worsening of biventricular ejection fractions, ventricular-arterial coupling, and circumferential strain. Early during sepsis, (0-24 hours), the EDV decreased; significantly more in nonsurvivors (ie, greater diastolic dysfunction). From 24 to 48 hours, septic animals' biventricular chamber sizes increased; in survivors significantly greater than baseline and nonsurvivors, whose EDVs were not different from baseline. Preload, afterload, or heart rate differences did not explain these differential changes. CONCLUSIONS The cardiac dysfunction of sepsis is associated with wall edema. In nonsurvivors, at 0 to 24 hours, sepsis induces a more severe diastolic dysfunction, further decreasing chamber size. The loss of left ventricular mass with wall thinning in septic survivors may, in part, explain the EDV increases from 24 to 48 hours because of a potentially reparative process removing damaged wall tissue. Septic cardiomyopathy is most consistent with a nonocclusive microvascular injury resulting in edema causing reversible systolic and diastolic dysfunction with more severe diastolic dysfunction being associated with a decreased EDV and death.
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MESH Headings
- Animals
- Dogs
- Disease Models, Animal
- Shock, Septic/physiopathology
- Shock, Septic/complications
- Stroke Volume
- Magnetic Resonance Imaging
- Edema, Cardiac/physiopathology
- Edema, Cardiac/pathology
- Edema, Cardiac/diagnostic imaging
- Ventricular Function, Left
- Time Factors
- Humans
- Staphylococcal Infections/complications
- Staphylococcal Infections/physiopathology
- Echocardiography
- Ventricular Dysfunction, Left/physiopathology
- Ventricular Dysfunction, Left/diagnostic imaging
- Ventricular Dysfunction, Left/etiology
- Male
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Affiliation(s)
- Verity J. Ford
- Critical Care Medicine Department, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
| | - Willard N. Applefeld
- Critical Care Medicine Department, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
- Division of CardiologyDuke University Medical CenterDurhamNCUSA
| | - Jeffrey Wang
- Critical Care Medicine Department, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
- Emory UniversityAtlantaGAUSA
| | - Junfeng Sun
- Critical Care Medicine Department, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
| | - Steven B. Solomon
- Critical Care Medicine Department, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
| | - Stanislav Sidenko
- National Heart Lung and Blood InstituteNational Institutes of HealthBethesdaMDUSA
| | - Jing Feng
- Critical Care Medicine Department, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
| | | | - Harvey G. Klein
- Department of Transfusion Medicine, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
| | - Zu‐Xi Yu
- National Heart Lung and Blood InstituteNational Institutes of HealthBethesdaMDUSA
| | | | - Robert L. Danner
- Critical Care Medicine Department, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
- National Heart Lung and Blood InstituteNational Institutes of HealthBethesdaMDUSA
| | - Vandana Sachdev
- National Heart Lung and Blood InstituteNational Institutes of HealthBethesdaMDUSA
| | - Michael A. Solomon
- Critical Care Medicine Department, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
- National Heart Lung and Blood InstituteNational Institutes of HealthBethesdaMDUSA
| | - Marcus Y. Chen
- National Heart Lung and Blood InstituteNational Institutes of HealthBethesdaMDUSA
| | - Charles Natanson
- Critical Care Medicine Department, Clinical CenterNational Institutes of Health, (NIH, CC)BethesdaMDUSA
- National Heart Lung and Blood InstituteNational Institutes of HealthBethesdaMDUSA
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Li X, Huang Y, Malagi A, Yang CC, Yoosefian G, Huang LT, Tang E, Gao C, Han F, Bi X, Ku MC, Yang HJ, Han H. Reliable Off-Resonance Correction in High-Field Cardiac MRI Using Autonomous Cardiac B 0 Segmentation with Dual-Modality Deep Neural Networks. Bioengineering (Basel) 2024; 11:210. [PMID: 38534485 DOI: 10.3390/bioengineering11030210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 02/09/2024] [Accepted: 02/18/2024] [Indexed: 03/28/2024] Open
Abstract
B0 field inhomogeneity is a long-lasting issue for Cardiac MRI (CMR) in high-field (3T and above) scanners. The inhomogeneous B0 fields can lead to corrupted image quality, prolonged scan time, and false diagnosis. B0 shimming is the most straightforward way to improve the B0 homogeneity. However, today's standard cardiac shimming protocol requires manual selection of a shim volume, which often falsely includes regions with large B0 deviation (e.g., liver, fat, and chest wall). The flawed shim field compromises the reliability of high-field CMR protocols, which significantly reduces the scan efficiency and hinders its wider clinical adoption. This study aims to develop a dual-channel deep learning model that can reliably contour the cardiac region for B0 shim without human interaction and under variable imaging protocols. By utilizing both the magnitude and phase information, the model achieved a high segmentation accuracy in the B0 field maps compared to the conventional single-channel methods (Dice score: 2D-mag = 0.866, 3D-mag = 0.907, and 3D-mag-phase = 0.938, all p < 0.05). Furthermore, it shows better generalizability against the common variations in MRI imaging parameters and enables significantly improved B0 shim compared to the standard method (SD(B0Shim): Proposed = 15 ± 11% vs. Standard = 6 ± 12%, p < 0.05). The proposed autonomous model can boost the reliability of cardiac shimming at 3T and serve as the foundation for more reliable and efficient high-field CMR imaging in clinical routines.
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Affiliation(s)
- Xinqi Li
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Berlin Ultrahigh Field Facility (B.U.F.F.), Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Yuheng Huang
- Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, IN 46202, USA
- Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Archana Malagi
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Chia-Chi Yang
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Ghazal Yoosefian
- Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Li-Ting Huang
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Eric Tang
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Chang Gao
- MR R&D Collaborations, Siemens Medical Solutions Inc., Los Angeles, CA 90048, USA
| | - Fei Han
- MR R&D Collaborations, Siemens Medical Solutions Inc., Los Angeles, CA 90048, USA
| | - Xiaoming Bi
- MR R&D Collaborations, Siemens Medical Solutions Inc., Los Angeles, CA 90048, USA
| | - Min-Chi Ku
- Berlin Ultrahigh Field Facility (B.U.F.F.), Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Hsin-Jung Yang
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Hui Han
- Department of Radiology, Weill Medical College of Cornell University, New York, NY 10065, USA
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8
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Sacchi M, Sauter-Starace F, Mailley P, Texier I. Resorbable conductive materials for optimally interfacing medical devices with the living. Front Bioeng Biotechnol 2024; 12:1294238. [PMID: 38449676 PMCID: PMC10916519 DOI: 10.3389/fbioe.2024.1294238] [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: 09/14/2023] [Accepted: 01/02/2024] [Indexed: 03/08/2024] Open
Abstract
Implantable and wearable bioelectronic systems are arising growing interest in the medical field. Linking the microelectronic (electronic conductivity) and biological (ionic conductivity) worlds, the biocompatible conductive materials at the electrode/tissue interface are key components in these systems. We herein focus more particularly on resorbable bioelectronic systems, which can safely degrade in the biological environment once they have completed their purpose, namely, stimulating or sensing biological activity in the tissues. Resorbable conductive materials are also explored in the fields of tissue engineering and 3D cell culture. After a short description of polymer-based substrates and scaffolds, and resorbable electrical conductors, we review how they can be combined to design resorbable conductive materials. Although these materials are still emerging, various medical and biomedical applications are already taking shape that can profoundly modify post-operative and wound healing follow-up. Future challenges and perspectives in the field are proposed.
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Affiliation(s)
- Marta Sacchi
- Université Grenoble Alpes, CEA, LETI-DTIS (Département des Technologies pour l’Innovation en Santé), Grenoble, France
- Université Paris-Saclay, CEA, JACOB-SEPIA, Fontenay-aux-Roses, France
| | - Fabien Sauter-Starace
- Université Grenoble Alpes, CEA, LETI-DTIS (Département des Technologies pour l’Innovation en Santé), Grenoble, France
| | - Pascal Mailley
- Université Grenoble Alpes, CEA, LETI-DTIS (Département des Technologies pour l’Innovation en Santé), Grenoble, France
| | - Isabelle Texier
- Université Grenoble Alpes, CEA, LETI-DTIS (Département des Technologies pour l’Innovation en Santé), Grenoble, France
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9
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Kiseleva DG, Kirichenko TV, Markina YV, Cherednichenko VR, Gugueva EA, Markin AM. Mechanisms of Myocardial Edema Development in CVD Pathophysiology. Biomedicines 2024; 12:465. [PMID: 38398066 PMCID: PMC10887157 DOI: 10.3390/biomedicines12020465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/16/2024] [Accepted: 02/18/2024] [Indexed: 02/25/2024] Open
Abstract
Myocardial edema is the excess accumulation of fluid in the myocardial interstitium or cardiac cells that develops due to changes in capillary permeability, loss of glycocalyx charge, imbalance in lymphatic drainage, or a combination of these factors. Today it is believed that this condition is not only a complication of cardiovascular diseases, but in itself causes aggravation of the disease and increases the risks of adverse outcomes. The study of molecular, genetic, and mechanical changes in the myocardium during edema may contribute to the development of new approaches to the diagnosis and treatment of this condition. This review was conducted to describe the main mechanisms of myocardial edema development at the molecular and cellular levels and to identify promising targets for the regulation of this condition based on articles cited in Pubmed up to January 2024.
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Affiliation(s)
- Diana G. Kiseleva
- Department of Biophysics, Faculty of Biology, Lomonosov Moscow State University, 119991 Moscow, Russia
- Laboratory of Cellular and Molecular Pathology of Cardiovascular System, Petrovsky National Research Centre of Surgery, 119991 Moscow, Russia (V.R.C.)
| | - Tatiana V. Kirichenko
- Laboratory of Cellular and Molecular Pathology of Cardiovascular System, Petrovsky National Research Centre of Surgery, 119991 Moscow, Russia (V.R.C.)
- Chazov National Medical Research Center of Cardiology, Ac. Chazov Str. 15A, 121552 Moscow, Russia
| | - Yuliya V. Markina
- Laboratory of Cellular and Molecular Pathology of Cardiovascular System, Petrovsky National Research Centre of Surgery, 119991 Moscow, Russia (V.R.C.)
| | - Vadim R. Cherednichenko
- Laboratory of Cellular and Molecular Pathology of Cardiovascular System, Petrovsky National Research Centre of Surgery, 119991 Moscow, Russia (V.R.C.)
| | - Ekaterina A. Gugueva
- N.V. Sklifosovsky Institute of Clinical Medicine, I.M. Sechenov First Moscow State Medical University, 119435 Moscow, Russia;
| | - Alexander M. Markin
- Laboratory of Cellular and Molecular Pathology of Cardiovascular System, Petrovsky National Research Centre of Surgery, 119991 Moscow, Russia (V.R.C.)
- Medical Institute, Peoples’ Friendship University of Russia Named after Patrice Lumumba (RUDN University), 117198 Moscow, Russia
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10
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Ford VJ, Applefeld WN, Wang J, Sun J, Solomon SB, Sidenko S, Feng J, Sheffield C, Klein HG, Yu ZX, Torabi-Parizi P, Danner RL, Sachdev V, Solomon MA, Chen MY, Natanson C. Cardiac Magnetic Resonance Studies in a Large Animal Model that Simulates the Cardiac Abnormalities of Human Septic Shock. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.05.578971. [PMID: 38903100 PMCID: PMC11188083 DOI: 10.1101/2024.02.05.578971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
Background Septic shock, in humans and in our well-established animal model, is associated with increases in biventricular end diastolic volume (EDV) and decreases in ejection fraction (EF). These abnormalities occur over 2 days and reverse within 10 days. Septic non-survivors do not develop an increase in EDV. The mechanism for this cardiac dysfunction and EDV differences is unknown. Methods Purpose-bred beagles randomized to receive intrabronchial Staphylococcus aureus (n=27) or saline (n=6) were provided standard ICU care including sedation, mechanical ventilation, and fluid resuscitation to a pulmonary arterial occlusion pressure of over 10mmHg. No catecholamines were administered. Over 96h, cardiac magnetic resonance imaging, echocardiograms, and invasive hemodynamics were serially performed, and laboratory data was collected. Tissue was obtained at 66h from six septic animals. Results From 0-96h after bacterial challenge, septic animals vs. controls had significantly increased left ventricular wall edema (6%) and wall thinning with loss of mass (15%) which was more pronounced at 48h in non-survivors than survivors. On histology, edema was located predominantly in myocytes, the interstitium, and endothelial cells. Edema was associated with significantly worse biventricular function (lower EFs), ventricular-arterial coupling, and circumferential strain. In septic animals, from 0-24h, the EDV decreased from baseline and, despite cardiac filling pressures being similar, decreased significantly more in non-survivors. From 24-48h, all septic animals had increases in biventricular chamber sizes. Survivors biventricular EDVs were significantly greater than baseline and in non-survivors, where biventricular EDVs were not different from baseline. Preload, afterload, or HR differences did not explain these differential serial changes in chamber size. Conclusion Systolic and diastolic cardiac dysfunction during sepsis is associated with ventricular wall edema. Rather than differences in preload, afterload, or heart rate, structural alterations to the ventricular wall best account for the volume changes associated with outcome during sepsis. In non-survivors, from 0-24h, sepsis induces a more severe diastolic dysfunction, further decreasing chamber size. The loss of left ventricular mass with wall thinning in septic survivors may, in part explain, the EDV increases from 24-48h. However, these changes continued and even accelerated into the recovery phase consistent with a reparative process rather than ongoing injury.
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Affiliation(s)
- Verity J. Ford
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
| | - Willard N. Applefeld
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
- Division of Cardiology, Duke University Medical Center, Durham, NC, USA
| | - Jeffrey Wang
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
- Emory, 100 Woodruff Circle, Atlanta, GA 30322
| | - Junfeng Sun
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
| | - Steven B. Solomon
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
| | - Stanislav Sidenko
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892 USA
| | - Jing Feng
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
| | | | - Harvey G. Klein
- Department of Transfusion Medicine, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
| | - Zu-Xi Yu
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892 USA
| | - Parizad Torabi-Parizi
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892 USA
| | - Robert L. Danner
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
| | - Vandana Sachdev
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892 USA
| | - Michael A. Solomon
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892 USA
| | - Marcus Y. Chen
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892 USA
| | - Charles Natanson
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, (NIH, CC) Bethesda, Maryland 20892 USA
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892 USA
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11
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Naumova A, Zhao XQ, Yuan C. MRI Quantification of Cardiac Structure and Function in Cardiomyopathy Patients. Methods Mol Biol 2024; 2735:17-26. [PMID: 38038841 DOI: 10.1007/978-1-0716-3527-8_2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
Cardiac Magnetic Resonance Imaging (CMRI) is a quantitative technique that enables non-invasive assessment of heart structure and contractile function as well as the mechanisms underlying cardiovascular disease. Here we provide step-by-step instructions and imaging protocols for conducting cardiac MRI exam on the patients with cardiomyopathies. Our imaging protocols are specific to the 3 Tesla magnetic field strength.
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Affiliation(s)
| | | | - Chun Yuan
- University of Washington, Seattle, WA, USA
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12
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Tan JL, Supple GE, Nazarian S. Sarcoid heart disease and imaging. Heart Rhythm O2 2024; 5:50-59. [PMID: 38312203 PMCID: PMC10837178 DOI: 10.1016/j.hroo.2023.11.012] [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] [Indexed: 02/06/2024] Open
Abstract
Cardiac sarcoidosis (CS) can mimic any cardiomyopathy due to its ability to manifest with a variety of clinical presentations. The exact prevalence of CS remains unknown but has been reported ranging from 2.3% to as high as 29.9% among patients presenting with new onset cardiomyopathy and/or atrioventricular block. Early and accurate diagnosis of CS is often challenging due to the nature of disease progression and lack of diagnostic reference standard. The current diagnostic criteria for CS are lacking in sensitivity and specificity. Here, we review the contemporary role of advanced imaging modalities such as cardiac magnetic resonance imaging and positron emission tomography/computed tomography imaging in diagnosing and prognosticating patients with CS.
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Affiliation(s)
- Jian Liang Tan
- Electrophysiology Section, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Gregory E Supple
- Electrophysiology Section, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Saman Nazarian
- Electrophysiology Section, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
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13
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Ding W, Li L, Qiu J, Wang S, Huang L, Chen Y, Yang S, Zhuang X. Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation. IEEE TRANSACTIONS ON MEDICAL IMAGING 2023; 42:3474-3486. [PMID: 37347625 DOI: 10.1109/tmi.2023.3288046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/24/2023]
Abstract
Myocardial pathology segmentation (MyoPS) is critical for the risk stratification and treatment planning of myocardial infarction (MI). Multi-sequence cardiac magnetic resonance (MS-CMR) images can provide valuable information. For instance, balanced steady-state free precession cine sequences present clear anatomical boundaries, while late gadolinium enhancement and T2-weighted CMR sequences visualize myocardial scar and edema of MI, respectively. Existing methods usually fuse anatomical and pathological information from different CMR sequences for MyoPS, but assume that these images have been spatially aligned. However, MS-CMR images are usually unaligned due to the respiratory motions in clinical practices, which poses additional challenges for MyoPS. This work presents an automatic MyoPS framework for unaligned MS-CMR images. Specifically, we design a combined computing model for simultaneous image registration and information fusion, which aggregates multi-sequence features into a common space to extract anatomical structures (i.e., myocardium). Consequently, we can highlight the informative regions in the common space via the extracted myocardium to improve MyoPS performance, considering the spatial relationship between myocardial pathologies and myocardium. Experiments on a private MS-CMR dataset and a public dataset from the MYOPS2020 challenge show that our framework could achieve promising performance for fully automatic MyoPS.
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14
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Ribas FF, Hueb W, Rezende PC, Rochitte CE, Nomura CH, Villa AV, Morais TC, Lima EG, Boeing Boros GA, Ribeiro MDOL, Linhares-Filho JPP, Dallazen AR, Silva RRM, Franchini Ramires JA, Kalil-Filho R. Abnormal release of cardiac biomarkers in the presence of myocardial oedema evaluated by cardiac magnetic resonance after uncomplicated revascularization procedures. Eur Heart J Cardiovasc Imaging 2023; 24:1700-1709. [PMID: 37453130 DOI: 10.1093/ehjci/jead171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 05/15/2023] [Accepted: 07/07/2023] [Indexed: 07/18/2023] Open
Abstract
AIMS To analyse the association of myocardial oedema (ME), observed as high T2 signal intensity (HT2) in cardiac magnetic resonance imaging, with the release of cardiac biomarkers, ventricular ejection, and clinical outcomes after revascularization. METHODS AND RESULTS Patients with stable coronary artery disease with the indication for revascularization were included. Biomarker levels [troponin I (cTnI) and creatine kinase MB (CK-MB)] and T2-weighted and late gadolinium enhancement (LGE) images were obtained before and after the percutaneous or surgical revascularization procedures. The association of HT2 with the levels of biomarkers, with and without LGE, evolution of left ventricular ejection fraction (LVEF), and 5-year clinical outcomes were assessed. A total of 196 patients were divided into 2 groups: Group 1 (HT2, 40) and Group 2 (no HT2, 156). Both peak cTnI (8.9 and 1.6 ng/mL) and peak CK-MB values (44.7 and 12.1 ng/mL) were significantly higher in Group 1. Based on the presence of new LGE, patients were stratified into Groups A (no HT2/LGE, 149), B (HT2, 9), C (LGE, 7), and D (both HT2/LGE, 31). The peak cTnI and CK-MB values were 1.5 and 12.0, 5.4 and 44.7, 5.0 and 18.3, and 9.8 and 42.8 ng/mL in Groups A, B, C, and D, respectively, and were significantly different. The average LVEF decreased by 4.4% in Group 1 and increased by 2.2% in Group 2 (P = 0.057). CONCLUSION ME after revascularization procedures was associated with increased release of cardiac necrosis biomarkers, and a trend towards a difference in LVEF, indicating a role of ME in cardiac injury after interventions.
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Affiliation(s)
- Fernando Faglioni Ribas
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Whady Hueb
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Paulo Cury Rezende
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Carlos Eduardo Rochitte
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Cesar Higa Nomura
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Alexandre Volney Villa
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Thamara Carvalho Morais
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Eduardo Gomes Lima
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Gustavo André Boeing Boros
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Matheus de Oliveira Laterza Ribeiro
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Jaime Paula Pessoa Linhares-Filho
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Anderson Roberto Dallazen
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Rafael Rocha Mol Silva
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Jose Antonio Franchini Ramires
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
| | - Roberto Kalil-Filho
- Divisão Clínica Instituto do Coração (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua Dr. Eneas de Carvalho Aguiar 44, AB floor, Room 114, Cerqueira César, São Paulo 05403-000, Brazil
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15
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Talle MA, Doubell AF, Robbertse PPS, Lahri S, Herbst PG. Myocardial Tissue Characterization in Patients with Hypertensive Crisis, Positive Troponin, and Unobstructed Coronary Arteries: A Cardiovascular Magnetic Resonance-Based Study. Diagnostics (Basel) 2023; 13:2943. [PMID: 37761309 PMCID: PMC10527803 DOI: 10.3390/diagnostics13182943] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 09/04/2023] [Accepted: 09/12/2023] [Indexed: 09/29/2023] Open
Abstract
Hypertensive crisis can present with cardiac troponin elevation and unobstructed coronary arteries. We used cardiac magnetic resonance (CMR) imaging to characterize the myocardial tissue in patients with hypertensive crisis, elevated cardiac troponin, and unobstructed coronary arteries. Patients with hypertensive crisis and elevated cardiac troponin with coronary artery stenosis <50% were enrolled. Patients with troponin-negative hypertensive crisis served as controls. All participants underwent CMR imaging at 1.5 Tesla. Imaging biomarkers and tissue characteristics were compared between the groups. There were 19 patients (63% male) with elevated troponin and 24 (33% male) troponin-negative controls. The troponin-positive group was older (57 ± 11 years vs. 47 ± 14 years, p = 0.015). The groups had similar T2-weighted signal intensity ratios and native T1 times. T2 relaxation times were longer in the troponin-positive group, and the difference remained significant after excluding infarct-pattern late gadolinium enhancement (LGE) from the analysis. Extracellular volume (ECV) was higher in the troponin-positive group (25 ± 4 ms vs. 22 ± 3 ms, p = 0.008) and correlated strongly with T2 relaxation time (rs = 0.701, p = 0.022). Late gadolinium enhancement was 32% more prevalent in the troponin-positive group (82% vs. 50%, p = 0.050), with 29% having infarct-pattern LGE. T2 relaxation time was independently associated with troponin positivity (OR 2.1, p = 0.043), and both T2 relaxation time and ECV predicted troponin positivity (C-statistics: 0.71, p = 0.009; and 0.77, p = 0.006). Left ventricular end-diastolic and left atrial volumes were the strongest predictors of troponin positivity (C-statistics: 0.80, p = 0.001; and 0.82, p < 0.001). The increased T2 relaxation time and ECV and their significant correlation in the troponin-positive group suggest myocardial injury with oedema, while the non-ischaemic LGE could be due to myocardial fibrosis or acute necrosis. These CMR imaging biomarkers provide important clinical indices for risk stratification and prognostication in patients with hypertensive crisis.
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Affiliation(s)
- Mohammed A. Talle
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town 7505, South Africa
- Department of Medicine, Faculty of Clinical Sciences, College of Medical Sciences, University of Maiduguri and University of Maiduguri Teaching Hospital, Maiduguri 600004, Nigeria
| | - Anton F. Doubell
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town 7505, South Africa
| | - Pieter-Paul S. Robbertse
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town 7505, South Africa
| | - Sa’ad Lahri
- Division of Emergency Medicine, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town 7505, South Africa
| | - Philip G. Herbst
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town 7505, South Africa
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16
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Jahnke C, Sinn M, Hot A, Cavus E, Erley J, Schneider J, Chevalier C, Bohnen S, Radunski U, Meyer M, Lund G, Adam G, Kirchhof P, Blankenberg S, Muellerleile K, Tahir E. Differentiation of acute non-ST elevation myocardial infarction and acute infarct-like myocarditis by visual pattern analysis: a head-to-head comparison of different cardiac MR techniques. Eur Radiol 2023; 33:6258-6266. [PMID: 37438640 PMCID: PMC10415415 DOI: 10.1007/s00330-023-09905-5] [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: 04/19/2023] [Revised: 04/19/2023] [Accepted: 05/28/2023] [Indexed: 07/14/2023]
Abstract
OBJECTIVES Parametric cardiac magnetic resonance (CMR) techniques have improved the diagnosis of pathologies. However, the primary tool for differentiating non-ST elevation myocardial infarction (NSTEMI) from myocarditis is still a visual assessment of conventional signal-intensity-based images. This study aimed at analyzing the ability of parametric compared to conventional techniques to visually differentiate ischemic from non-ischemic myocardial injury patterns. METHODS Twenty NSTEMI patients, twenty infarct-like myocarditis patients, and twenty controls were examined using cine, T2-weighted CMR (T2w) and late gadolinium enhancement (LGE) imaging and T1/T2 mapping on a 1.5 T scanner. CMR images were presented in random order to two experienced fully blinded observers, who had to assign them to three categories by a visual analysis: NSTEMI, myocarditis, or healthy. RESULTS The conventional approach (cine, T2w and LGE combined) had the best diagnostic accuracy with 92% (95%CI: 81-97) for NSTEMI and 86% (95%CI: 71-94) for myocarditis. The diagnostic accuracies using T1 maps were 88% (95%CI: 74-95) and 80% (95%CI: 62-91), 84% (95%CI: 67-93) and 74% (95%CI: 54-87) for LGE, and 83% (95%CI: 66-92) and 73% (95%CI: 53-87) for T2w. The accuracies for cine (72% (95%CI: 52-86) and 60% (95%CI: 38-78)) and T2 maps (62% (95%CI: 40-79) and 47% (95%CI: 28-68)) were significantly lower compared to the conventional approach (p < 0.001 and p < 0.0001). CONCLUSIONS The conventional approach provided a reliable visual discrimination between NSTEMI, myocarditis, and controls. The diagnostic accuracy of a visual pattern analysis of T1 maps was not significantly inferior, whereas the diagnostic accuracy of T2 maps was not sufficient in this context. CLINICAL RELEVANCE STATEMENT The ability of parametric compared to conventional CMR techniques to visually differentiate ischemic from non-ischemic myocardial injury patterns can avoid potentially unnecessary invasive coronary angiography and help to shorten CMR protocols and to reduce the need of gadolinium contrast agents. KEY POINTS • A visual differentiation of ischemic from non-ischemic patterns of myocardial injury is reliably achieved by a combination of conventional CMR techniques (cine, T2-weighted and LGE imaging). • There is no significant difference in accuracies between visual pattern analysis on native T1 maps without providing quantitative values and a conventional combined approach for differentiating non-ST elevation myocardial infarction, infarct-like myocarditis, and controls. • T2 maps do not provide a sufficient diagnostic accuracy for visual pattern analysis for differentiating non-ST elevation myocardial infarction, infarct-like myocarditis, and controls.
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Affiliation(s)
- Charlotte Jahnke
- Department of Cardiology, University Heart and Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany.
| | - Martin Sinn
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Amra Hot
- Department of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ersin Cavus
- Department of Cardiology, University Heart and Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Jennifer Erley
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jan Schneider
- Department of Cardiology, University Heart and Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Celeste Chevalier
- Department of Cardiology, University Heart and Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | | | - Ulf Radunski
- Department of Cardiology, Regio Clinics, Pinneberg, Germany
| | - Mathias Meyer
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gunnar Lund
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gerhard Adam
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Paulus Kirchhof
- Department of Cardiology, University Heart and Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Stefan Blankenberg
- Department of Cardiology, University Heart and Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Kai Muellerleile
- Department of Cardiology, University Heart and Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Enver Tahir
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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17
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Pergola V, Mattesi G, Cozza E, Pradegan N, Tessari C, Dellino CM, Savo MT, Amato F, Cecere A, Perazzolo Marra M, Tona F, Guaricci AI, De Conti G, Gerosa G, Iliceto S, Motta R. New Non-Invasive Imaging Technologies in Cardiac Transplant Follow-Up: Acquired Evidence and Future Options. Diagnostics (Basel) 2023; 13:2818. [PMID: 37685356 PMCID: PMC10487200 DOI: 10.3390/diagnostics13172818] [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: 06/27/2023] [Revised: 08/21/2023] [Accepted: 08/25/2023] [Indexed: 09/10/2023] Open
Abstract
Heart transplantation (HT) is the established treatment for end-stage heart failure, significantly enhancing patients' survival and quality of life. To ensure optimal outcomes, the routine monitoring of HT recipients is paramount. While existing guidelines offer guidance on a blend of invasive and non-invasive imaging techniques, certain aspects such as the timing of echocardiographic assessments and the role of echocardiography or cardiac magnetic resonance (CMR) as alternatives to serial endomyocardial biopsies (EMBs) for rejection monitoring are not specifically outlined in the guidelines. Furthermore, invasive coronary angiography (ICA) is still recommended as the gold-standard procedure, usually performed one year after surgery and every two years thereafter. This review focuses on recent advancements in non-invasive and contrast-saving imaging techniques that have been investigated for HT patients. The aim of the manuscript is to identify imaging modalities that may potentially replace or reduce the need for invasive procedures such as ICA and EMB, considering their respective advantages and disadvantages. We emphasize the transformative potential of non-invasive techniques in elevating patient care. Advanced echocardiography techniques, including strain imaging and tissue Doppler imaging, offer enhanced insights into cardiac function, while CMR, through its multi-parametric mapping techniques, such as T1 and T2 mapping, allows for the non-invasive assessment of inflammation and tissue characterization. Cardiac computed tomography (CCT), particularly with its ability to evaluate coronary artery disease and assess graft vasculopathy, emerges as an integral tool in the follow-up of HT patients. Recent studies have highlighted the potential of nuclear myocardial perfusion imaging, including myocardial blood flow quantification, as a non-invasive method for diagnosing and prognosticating CAV. These advanced imaging approaches hold promise in mitigating the need for invasive procedures like ICA and EMB when evaluating the benefits and limitations of each modality.
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Affiliation(s)
- Valeria Pergola
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Giulia Mattesi
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Elena Cozza
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Nicola Pradegan
- Cardiac Surgery Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35122 Padua, Italy; (N.P.); (C.T.); (G.G.)
| | - Chiara Tessari
- Cardiac Surgery Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35122 Padua, Italy; (N.P.); (C.T.); (G.G.)
| | - Carlo Maria Dellino
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Maria Teresa Savo
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Filippo Amato
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Annagrazia Cecere
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Martina Perazzolo Marra
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Francesco Tona
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Andrea Igoren Guaricci
- Department of Emergency and Organ Transplantation, Institute of Cardiovascular Disease, University Hospital “Policlinico” of Bari, 70124 Bari, Italy;
| | | | - Gino Gerosa
- Cardiac Surgery Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35122 Padua, Italy; (N.P.); (C.T.); (G.G.)
| | - Sabino Iliceto
- Cardiology Unit, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (G.M.); (C.M.D.); (M.T.S.); (F.A.); (A.C.); (M.P.M.); (F.T.); (S.I.)
| | - Raffaella Motta
- Unit of Radiology, Department of Medicine, Medical School, University of Padua, 35122 Padua, Italy;
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18
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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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Sinigiani G, De Michieli L, De Conti G, Ricci F, De Lazzari M, Migliore F, Perazzolo Marra M, Zorzi A, Corrado D, Cipriani A. Cardiac Magnetic Resonance-Detected Acute Myocardial Edema as Predictor of Favourable Prognosis: A Comprehensive Review. J Cardiovasc Dev Dis 2023; 10:319. [PMID: 37623332 PMCID: PMC10455433 DOI: 10.3390/jcdd10080319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 07/22/2023] [Accepted: 07/24/2023] [Indexed: 08/26/2023] Open
Abstract
Acute myocardial edema (AME) is increased water content in the myocardium and represents the first and transient pathophysiological response to an acute myocardial injury. In-vivo and non-invasive evaluation is feasible with cardiac magnetic resonance (CMR), which is a powerful imaging technique capable of tissue characterization. In the clinical setting, early demonstration of AME has a recognized diagnostic value for acute coronary syndromes and acute myocarditis, although its prognostic value is not well established. This article provides a comprehensive narrative review on the clinical meaning of AME in heart diseases. In particular, the available evidence of a possible favourable prognostic value in several clinical scenarios is addressed.
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Affiliation(s)
- Giulio Sinigiani
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy
| | - Laura De Michieli
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy
| | - Giorgio De Conti
- Radiology Unit, Department of Medicine, Institute of Radiology, University of Padua, 35128 Padua, Italy
| | - Fabrizio Ricci
- Department of Neuroscience, Imaging and Clinical Sciences, G. D’Annunzio University of Chieti-Pescara, 66100 Chieti, Italy
| | - Manuel De Lazzari
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy
| | - Federico Migliore
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy
| | - Martina Perazzolo Marra
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy
| | - Alessandro Zorzi
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy
| | - Domenico Corrado
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy
| | - Alberto Cipriani
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy
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20
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Moscatelli S, Leo I, Bianco F, Borrelli N, Beltrami M, Garofalo M, Milano EG, Bisaccia G, Iellamo F, Bassareo PP, Pradhan A, Cimini A, Perrone MA. The Role of Multimodality Imaging in Pediatric Cardiomyopathies. J Clin Med 2023; 12:4866. [PMID: 37510983 PMCID: PMC10381492 DOI: 10.3390/jcm12144866] [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: 06/16/2023] [Revised: 07/17/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023] Open
Abstract
Cardiomyopathies are a heterogeneous group of myocardial diseases representing the first cause of heart transplantation in children. Diagnosing and classifying the different phenotypes can be challenging, particularly in this age group, where cardiomyopathies are often overlooked until the onset of severe symptoms. Cardiovascular imaging is crucial in the diagnostic pathway, from screening to classification and follow-up assessment. Several imaging modalities have been proven to be helpful in this field, with echocardiography undoubtedly representing the first imaging approach due to its low cost, lack of radiation, and wide availability. However, particularly in this clinical context, echocardiography may not be able to differentiate from cardiomyopathies with similar phenotypes and is often complemented with cardiovascular magnetic resonance. The latter allows a radiation-free differentiation between different phenotypes with unique myocardial tissue characterization, thus identifying the presence and extent of myocardial fibrosis. Nuclear imaging and computed tomography have a complementary role, although they are less used in daily clinical practice due to the concern related to the use of radiation in pediatric patients. However, these modalities may have some advantages in evaluating children with cardiomyopathies. This paper aims to review the strengths and limitations of each imaging modality in evaluating pediatric patients with suspected or known cardiomyopathies.
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Affiliation(s)
- Sara Moscatelli
- Inherited Cardiovascular Diseases, Great Ormond Street Hospital for Children NHS Foundation Trust, London WC1N 3JH, UK;
- Paediatric Cardiology Department, Royal Brompton and Harefield Hospitals, Guy’s and St. Thomas’ NHS Foundation Trust, London SW3 5NP, UK
| | - Isabella Leo
- Department of Experimental and Clinical Medicine, Magna Graecia University, 88100 Catanzaro, Italy;
- Cardiology Department, CMR Unit, Royal Brompton and Harefield Hospitals, Guys’ and St. Thomas’ NHS Trust, London SW3 5NP, UK
| | - Francesco Bianco
- Cardiovascular Sciences Department—AOU “Ospedali Riuniti”, 60126 Ancona, Italy;
| | - Nunzia Borrelli
- Adult Congenital Heart Disease Unit, A.O. dei Colli, Monaldi Hospital, 80131 Naples, Italy;
| | | | - Manuel Garofalo
- Department of Clinical and Experimental Medicine, Careggi University Hospital, 50134 Florence, Italy;
| | - Elena Giulia Milano
- Centre for Cardiovascular Imaging, Great Ormond Street Hospital for Children NHS Foundation Trust, London WC1N 3JH, UK;
| | - Giandomenico Bisaccia
- Department of Neuroscience, Imaging and Clinical Sciences, “G.d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy;
| | - Ferdinando Iellamo
- Division of Cardiology and Cardio Lab, Department of Clinical Sciences and Translational Medicine, University of Rome Tor Vergata, 00133 Rome, Italy;
| | - Pier Paolo Bassareo
- School of Medicine, University College of Dublin, Mater Misericordiae University Hospital and Children’s Health Ireland Crumlin, D07 R2WY Dublin, Ireland;
| | - Akshyaya Pradhan
- Department of Cardiology, King George’s Medical University, Lucknow 226003, India;
| | - Andrea Cimini
- Nuclear Medicine Unit, St. Salvatore Hospital, 67100 L’Aquila, Italy;
| | - Marco Alfonso Perrone
- Division of Cardiology and Cardio Lab, Department of Clinical Sciences and Translational Medicine, University of Rome Tor Vergata, 00133 Rome, Italy;
- Clinical Pathways and Epidemiology Unit, Bambino Gesù Children’s Hospital IRCCS, 00165 Rome, Italy
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21
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Militaru S, Mihu A, Genunche-Dumitrescu AV, Neagoe CD, Avramescu TE, Istratoaie O, Gheonea IA, Militaru C. Multimodality Cardiac Imaging in COVID-19 Infection. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1223. [PMID: 37512035 PMCID: PMC10384118 DOI: 10.3390/medicina59071223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 06/13/2023] [Accepted: 06/19/2023] [Indexed: 07/30/2023]
Abstract
COVID-19 infection often produces cardiovascular complications, which can range from mild to severe and influence the overall prognosis. Imaging is the cornerstone for diagnosing initial COVID-19 cardiovascular involvement as well as treatment guidance. In this review, we present the current state of the literature on this subject while also emphasizing possible algorithms for indicating and executing these investigations.
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Affiliation(s)
- Sebastian Militaru
- Craiova University of Medicine and Pharmacy, 200349 Craiova, Romania
- Department of cardiology, Emergency Clinical County Hospital of Craiova, 200642 Craiova, Romania
- Sport Medicine and Physiotherapy Faculty, University of Craiova, 200585 Craiova, Romania
- Cardiomed Clinic, 200513 Craiova, Romania
| | - Anca Mihu
- Craiova University of Medicine and Pharmacy, 200349 Craiova, Romania
- Department of cardiology, Emergency Clinical County Hospital of Craiova, 200642 Craiova, Romania
- Sport Medicine and Physiotherapy Faculty, University of Craiova, 200585 Craiova, Romania
- Cardiomed Clinic, 200513 Craiova, Romania
| | | | | | - Taina Elena Avramescu
- Sport Medicine and Physiotherapy Faculty, University of Craiova, 200585 Craiova, Romania
| | - Octavian Istratoaie
- Craiova University of Medicine and Pharmacy, 200349 Craiova, Romania
- Department of cardiology, Emergency Clinical County Hospital of Craiova, 200642 Craiova, Romania
| | | | - Cristian Militaru
- Department of cardiology, Emergency Clinical County Hospital of Craiova, 200642 Craiova, Romania
- Sport Medicine and Physiotherapy Faculty, University of Craiova, 200585 Craiova, Romania
- Cardiomed Clinic, 200513 Craiova, Romania
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22
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Bi W, Xv J, Song M, Hao X, Gao D, Qi F. Linear fine-tuning: a linear transformation based transfer strategy for deep MRI reconstruction. Front Neurosci 2023; 17:1202143. [PMID: 37409107 PMCID: PMC10318193 DOI: 10.3389/fnins.2023.1202143] [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: 04/07/2023] [Accepted: 06/05/2023] [Indexed: 07/07/2023] Open
Abstract
Introduction Fine-tuning (FT) is a generally adopted transfer learning method for deep learning-based magnetic resonance imaging (MRI) reconstruction. In this approach, the reconstruction model is initialized with pre-trained weights derived from a source domain with ample data and subsequently updated with limited data from the target domain. However, the direct full-weight update strategy can pose the risk of "catastrophic forgetting" and overfitting, hindering its effectiveness. The goal of this study is to develop a zero-weight update transfer strategy to preserve pre-trained generic knowledge and reduce overfitting. Methods Based on the commonality between the source and target domains, we assume a linear transformation relationship of the optimal model weights from the source domain to the target domain. Accordingly, we propose a novel transfer strategy, linear fine-tuning (LFT), which introduces scaling and shifting (SS) factors into the pre-trained model. In contrast to FT, LFT only updates SS factors in the transfer phase, while the pre-trained weights remain fixed. Results To evaluate the proposed LFT, we designed three different transfer scenarios and conducted a comparative analysis of FT, LFT, and other methods at various sampling rates and data volumes. In the transfer scenario between different contrasts, LFT outperforms typical transfer strategies at various sampling rates and considerably reduces artifacts on reconstructed images. In transfer scenarios between different slice directions or anatomical structures, LFT surpasses the FT method, particularly when the target domain contains a decreasing number of training images, with a maximum improvement of up to 2.06 dB (5.89%) in peak signal-to-noise ratio. Discussion The LFT strategy shows great potential to address the issues of "catastrophic forgetting" and overfitting in transfer scenarios for MRI reconstruction, while reducing the reliance on the amount of data in the target domain. Linear fine-tuning is expected to shorten the development cycle of reconstruction models for adapting complicated clinical scenarios, thereby enhancing the clinical applicability of deep MRI reconstruction.
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Affiliation(s)
- Wanqing Bi
- The Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, Anhui, China
| | - Jianan Xv
- The Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, Anhui, China
| | - Mengdie Song
- The Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, Anhui, China
| | - Xiaohan Hao
- The Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, Anhui, China
- Fuqing Medical Co., Ltd., Hefei, Anhui, China
| | - Dayong Gao
- Department of Mechanical Engineering, University of Washington, Seattle, WA, United States
| | - Fulang Qi
- The Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, Anhui, China
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23
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Daniel G, Meirav G, Noam O, Tamar BK, Dvir R, Ricardo O, Noam BE. Fast and accurate T 2 mapping using Bloch simulations and low-rank plus sparse matrix decomposition. Magn Reson Imaging 2023; 98:66-75. [PMID: 36649808 DOI: 10.1016/j.mri.2023.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/08/2023] [Indexed: 01/15/2023]
Abstract
PURPOSE MRI's T2 relaxation time is one of the key contrast mechanisms for clinical diagnosis and prognosis of pathologies. Mapping this relaxation time, however, involves extensive scan times, which are needed to collect quantitative data, thereby impeding its integration into clinical routine. This study employs a low-rank plus sparse (L + S) signal decomposition approach in order to reconstruct accurate T2-maps from highly undersampled multi-echo spin-echo (MESE) MRI data. METHODS Two new algorithms are presented: the first uses standard L + S approach, where both L and S are iteratively updated. The second technique, dubbed SPArse and fixed RanK (SPARK), uses a fixed-rank L, under the assumption that most MESE information is found in the L component and that this rank can be pre-calculated. The utility of these new techniques is demonstrated on in vivo brain and calf data at x2 to x6 acceleration factors. RESULTS Accelerated T2 maps showed improved accuracy compared to fully sampled ground truth maps, when using L + S and SPARK techniques vis-à-vis standard GRAPPA acceleration. CONCLUSION SPARK provides accurate T2 maps with increased robustness to the selection of reconstruction parameters making it suitable to a wide range of applications and facilitating the use of quantitative T2 information in clinical settings.
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Affiliation(s)
- Grzeda Daniel
- Department of Biomedical Engineering, Tel-Aviv University, Tel Aviv, Israel
| | - Galun Meirav
- Department of Computer Science and Applied Mathematics, Weitzman Institute of Science, Rehovot, Israel
| | - Omer Noam
- Department of Biomedical Engineering, Tel-Aviv University, Tel Aviv, Israel
| | | | - Radunsky Dvir
- Department of Biomedical Engineering, Tel-Aviv University, Tel Aviv, Israel
| | - Otazo Ricardo
- Departments of Medical Physics and Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10016, USA
| | - Ben-Eliezer Noam
- Department of Biomedical Engineering, Tel-Aviv University, Tel Aviv, Israel; Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel; Center for Advanced Imaging Innovation and Research (CAI2R), New-York University Langone Medical Center, New York, NY 10016, USA.
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24
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Hopman LH, Hillier E, Liu Y, Hamilton J, Fischer K, Seiberlich N, Friedrich MG. Dynamic Cardiac Magnetic Resonance Fingerprinting During Vasoactive Breathing Maneuvers: First Results. J Cardiovasc Imaging 2023; 31:71-82. [PMID: 37096671 PMCID: PMC10133810 DOI: 10.4250/jcvi.2022.0080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 08/22/2022] [Accepted: 10/10/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Cardiac magnetic resonance fingerprinting (cMRF) enables simultaneous mapping of myocardial T1 and T2 with very short acquisition times. Breathing maneuvers have been utilized as a vasoactive stress test to dynamically characterize myocardial tissue in vivo. We tested the feasibility of sequential, rapid cMRF acquisitions during breathing maneuvers to quantify myocardial T1 and T2 changes. METHODS We measured T1 and T2 values using conventional T1 and T2-mapping techniques (modified look locker inversion [MOLLI] and T2-prepared balanced-steady state free precession), and a 15 heartbeat (15-hb) and rapid 5-hb cMRF sequence in a phantom and in 9 healthy volunteers. The cMRF5-hb sequence was also used to dynamically assess T1 and T2 changes over the course of a vasoactive combined breathing maneuver. RESULTS In healthy volunteers, the mean myocardial T1 of the different mapping methodologies were: MOLLI 1,224 ± 81 ms, cMRF15-hb 1,359 ± 97 ms, and cMRF5-hb 1,357 ± 76 ms. The mean myocardial T2 measured with the conventional mapping technique was 41.7 ± 6.7 ms, while for cMRF15-hb 29.6 ± 5.8 ms and cMRF5-hb 30.5 ± 5.8 ms. T2 was reduced with vasoconstriction (post-hyperventilation compared to a baseline resting state) (30.15 ± 1.53 ms vs. 27.99 ± 2.07 ms, p = 0.02), while T1 did not change with hyperventilation. During the vasodilatory breath-hold, no significant change of myocardial T1 and T2 was observed. CONCLUSIONS cMRF5-hb enables simultaneous mapping of myocardial T1 and T2, and may be used to track dynamic changes of myocardial T1 and T2 during vasoactive combined breathing maneuvers.
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Affiliation(s)
- Luuk H.G.A. Hopman
- Research Institute of the McGill University Health Center, Montreal, QC, Canada
- Department of Cardiology, Amsterdam UMC, Amsterdam, The Netherlands
| | - Elizabeth Hillier
- Research Institute of the McGill University Health Center, Montreal, QC, Canada
- Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Yuchi Liu
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Jesse Hamilton
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Kady Fischer
- Department of Anaesthesiology and Pain Medicine, Bern University Hospital, Inselspital, University of Bern, Bern, Switzerland
| | - Nicole Seiberlich
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Matthias G. Friedrich
- Research Institute of the McGill University Health Center, Montreal, QC, Canada
- Departments of Cardiology and Diagnostic Radiology, McGill University Health Centre, Montreal, QC, Canada
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Abstract
Myocardial inflammation occurs following activation of the cardiac immune system, producing characteristic changes in the myocardial tissue. Cardiovascular magnetic resonance is the non-invasive imaging gold standard for myocardial tissue characterization, and is able to detect image signal changes that may occur resulting from inflammation, including edema, hyperemia, capillary leak, necrosis, and fibrosis. Conventional cardiovascular magnetic resonance for the detection of myocardial inflammation and its sequela include T2-weighted imaging, parametric T1- and T2-mapping, and gadolinium-based contrast-enhanced imaging. Emerging techniques seek to image several parameters simultaneously for myocardial tissue characterization, and to depict subtle immune-mediated changes, such as immune cell activity in the myocardium and cardiac cell metabolism. This review article outlines the underlying principles of current and emerging cardiovascular magnetic resonance methods for imaging myocardial inflammation.
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Affiliation(s)
- Katharine E Thomas
- University of Oxford Centre for Clinical Magnetic Resonance Research (OCMR), Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, United Kingdom (K.E.T., V.M.F.)
| | - Anastasia Fotaki
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, United Kingdom (A.F., R.M.B.)
| | - René M Botnar
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, United Kingdom (A.F., R.M.B.)
- Escuela de Ingeniería, Pontificia Universidad Católica de Chile, Santiago, Chile (R.M.B.)
- Millennium Institute for Intelligent Healthcare Engineering, Santiago, Chile (R.M.B.)
| | - Vanessa M Ferreira
- University of Oxford Centre for Clinical Magnetic Resonance Research (OCMR), Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, United Kingdom (K.E.T., V.M.F.)
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Schino S, Bezzeccheri A, Russo A, Bonanni M, Cosma J, Sangiorgi G, Chiricolo G, Martuscelli E, Santoro F, Mariano EG. Takotsubo Syndrome: The Secret Crosstalk between Heart and Brain. Rev Cardiovasc Med 2023; 24:19. [PMID: 39076872 PMCID: PMC11270389 DOI: 10.31083/j.rcm2401019] [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: 07/01/2022] [Revised: 11/26/2022] [Accepted: 11/30/2022] [Indexed: 07/31/2024] Open
Abstract
An acute, transient episode of left ventricular dysfunction characterizes Takotsubo syndrome. It represents about 2% of all cases of acute coronary syndrome (ACS), and occurs predominantly in postmenopausal women, generally following a significant physical or emotional stressor. It can be diagnosed based on clinical symptoms and the absence of coronary artery disease on angiography. Ventriculography remains the gold standard for the diagnosis. Despite its transitory characteristic Takotsubo syndrome should not be considered a benign condition since complications occur in almost half of the patients, and the mortality rate reaches 4-5%. Lately, it has been revealed that Takotsubo syndrome can also lead to permanent myocardial damage due to the massive release of catecholamines that leads to myocardial dysfunction. Different mechanisms have been advanced to explain this fascinating syndrome, such as plaque rupture and thrombosis, coronary spasm, microcirculatory dysfunction, catecholamine toxicity, and activation of myocardial survival pathways. Here are still several issues with Takotsubo syndrome that need to be investigated: the complex relationship between the heart and the brain, the risk of permanent myocardial damage, and the impairment of cardiomyocyte. Our review aims to elucidate the pathophysiology and the mechanisms underlying this complex disease to manage the diagnostic and therapeutic algorithms to create a functional synergy between physicians and patients.
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Affiliation(s)
- Sofia Schino
- Department of Cardiovascular Medicine, University of Rome “Tor Vergata'', 00133 Rome, Italy
| | - Andrea Bezzeccheri
- Department of Cardiovascular Medicine, University of Rome “Tor Vergata'', 00133 Rome, Italy
| | - Alessandro Russo
- Department of Cardiovascular Medicine, University of Rome “Tor Vergata'', 00133 Rome, Italy
| | - Michela Bonanni
- Department of Cardiovascular Medicine, University of Rome “Tor Vergata'', 00133 Rome, Italy
| | - Joseph Cosma
- Department of Cardiovascular Medicine, University of Rome “Tor Vergata'', 00133 Rome, Italy
| | - Giuseppe Sangiorgi
- Department of Biomedicine and Prevention, University of Rome “Tor Vergata'', 00133 Rome, Italy
| | - Gaetano Chiricolo
- Department of Biomedicine and Prevention, University of Rome “Tor Vergata'', 00133 Rome, Italy
| | - Eugenio Martuscelli
- Department of Biomedicine and Prevention, University of Rome “Tor Vergata'', 00133 Rome, Italy
| | - Francesco Santoro
- Department of Medical and Surgery Sciences, University of Foggia, 71122 Foggia, Italy
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27
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Robbertse PPS, Doubell AF, Lombard CJ, Talle MA, Herbst PG. Evolution of myocardial oedema and fibrosis in HIV infected persons after the initiation of antiretroviral therapy: a prospective cardiovascular magnetic resonance study. J Cardiovasc Magn Reson 2022; 24:72. [PMID: 36529806 PMCID: PMC9760320 DOI: 10.1186/s12968-022-00901-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 11/10/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Human immunodeficiency virus (HIV) infected persons on antiretroviral therapy (ART) have been shown to have functionally and structurally altered ventricles and may be related to cardiovascular inflammation. Mounting evidence suggests that the myocardium of HIV infected individuals may be abnormal before ART is initiated and may represent subclinical HIV-associated cardiomyopathy (HIVAC). The influence of ART on subclinical HIVAC is not known. METHODS Newly diagnosed, ART naïve persons with HIV infection were enrolled along with HIV uninfected, age- and sex-matched controls. All participants underwent comprehensive cardiovascular assessment, including contrasted cardiovascular magnetic resonance (CMR) with multiparametric mapping on a 1.5T CMR system. The HIV group was started on ART (tenofovir/lamivudine/dolutegravir) and prospectively evaluated 9 months later. Cardiac tissue characterisation was compared in, and between groups using the appropriate statistical tests for the cross sectional data and the paired, prospective data respectively. RESULTS Seventy-three ART naïve HIV infected individuals (32 ± 7 years, 45% female) and 22 healthy non-HIV subjects (33 ± 7 years, 50% female) were enrolled. Compared with non-HIV healthy subjects, the global native T1 (1008 ± 31 ms vs 1032 ± 44 ms, p = 0.02), global T2 (46 ± 2 vs 48 ± 3 ms, p = 0.006), and the prevalence of pericardial effusion (18% vs 67%, p < 0.001) were significantly higher in the HIV infected group at diagnosis. Global native T1 (1032 ± 44 to 1014 ± 34 ms, p < 0.001) and extracellular volume (ECV) (26 ± 4% to 25 ± 3%, p = 0.001) decreased significantly after 9 months on ART and were significantly associated with a decrease in the HIV viral load, decreased high sensitivity C-reactive protein, and improvement in the CD4 count (p < 0.001). Replacement fibrosis was significantly higher in the HIV infected group than controls (49% vs 10%, p = 0.02). The prevalence of late gadolinium enhancement did not change significantly over the 9-month study period (49% vs 55%, p = 0.4). CONCLUSION Subclinical HIVAC may already be present at the time of HIV diagnosis, as suggested by the combination of subclinical myocardial oedema and fibrosis found to be present before administration of ART. Markers of myocardial oedema on tissue characterization improved on ART in the short term, however, it is unclear if the underlying pathological mechanism is halted, or merely slowed by ART. Mid- to long term prospective studies are needed to evaluate subtle myocardial changes over time and to assess the significance of subclinical myocardial fibrosis.
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Affiliation(s)
- Pieter-Paul S Robbertse
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town, South Africa.
- University of Pittsburgh HIV-Comorbidities Research Training Programme in South Africa, Cape Town, South Africa.
| | - Anton F Doubell
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town, South Africa
| | - Carl J Lombard
- Biostatistics Unit, South African Medical Research Council, Cape Town, South Africa
- Division of Epidemiology and Biostatistics, Department of Global Health, Stellenbosch University, Cape Town, South Africa
| | - Mohammed A Talle
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town, South Africa
- Department of Medicine, Faculty of Clinical Sciences, College of Medical Sciences, University of Maiduguri, Maiduguri, Nigeria
| | - Philip G Herbst
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town, South Africa
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Should Every Patient With MINOCA Have Cardiac Magnetic Resonance? JACC Cardiovasc Imaging 2022; 15:1588-1590. [PMID: 36075618 DOI: 10.1016/j.jcmg.2022.07.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 07/07/2022] [Accepted: 07/19/2022] [Indexed: 11/23/2022]
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Ricci F, Aquaro GD, De Innocentiis C, Rossi S, Mantini C, Longo F, Khanji MY, Gallina S, Pingitore A. Exercise-induced myocardial edema in master triathletes: Insights from cardiovascular magnetic resonance imaging. Front Cardiovasc Med 2022; 9:908619. [PMID: 35983187 PMCID: PMC9378862 DOI: 10.3389/fcvm.2022.908619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 07/05/2022] [Indexed: 11/17/2022] Open
Abstract
Background Strenuous exercise has been associated with functional and structural cardiac changes due to local and systemic inflammatory responses, reflecting oxidative, metabolic, hormonal, and thermal stress, even in healthy individuals. We aimed to assess changes in myocardial structure and function using cardiovascular magnetic resonance (CMR) imaging in master triathletes early after a full-distance Ironman Triathlon race. Materials and methods Ten master triathletes (age 45 ± 8 years) underwent CMR within 3 h after a full-distance Ironman Triathlon race (3.8 km swimming, 180 km cycling, and 42.2 km running) completed with a mean time of 12 ± 1 h. All the triathletes had a 30-day follow-up CMR. Cine balanced steady-state free precession, T2-short tau inversion recovery (STIR), tagging, and late gadolinium enhancement (LGE) imaging sequences were performed on a 1.5-T MR scanner. Myocardial edema was defined as a region with increased T2 signal intensity (SI) of at least two SDs above the mean of the normal myocardium. The extent of myocardial edema was expressed as the percentage of left ventricular (LV) mass. Analysis of LV strain and torsion by tissue tagging included the assessment of radial, longitudinal, and circumferential peak systolic strain, rotation, and twist. Results Compared with postrace, biventricular volumes, ejection fraction, and LV mass index remained unchanged at 30-day follow-up. Global T2 SI was significantly higher in the postrace CMR (postrace 10.5 ± 6% vs. follow-up 3.9 ± 3.8%, P = 0.004) and presented with a relative apical sparing distribution (P < 0.001) matched by reduction of radial peak systolic strain of basal segments (P = 0.003). Apical rotation and twist were significantly higher immediately after the competition compared with follow-up (P < 0.05). Conclusion Strenuous exercise in master triathletes is associated with a reversible regional increase in myocardial edema and reduction of radial peak systolic strain, both presenting with a relative apical sparing pattern.
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Affiliation(s)
- Fabrizio Ricci
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, Chieti, Italy
- Department of Clinical Sciences, Clinical Research Center, Lund University, Malmö, Sweden
- *Correspondence: Fabrizio Ricci,
| | | | - Carlo De Innocentiis
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, Chieti, Italy
| | - Serena Rossi
- Interventional Cath Lab, ASL 2 Abruzzo, Chieti, Italy
| | - Cesare Mantini
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, Chieti, Italy
| | | | - Mohammed Y. Khanji
- Newham University Hospital, Barts Health NHS Trust, London, United Kingdom
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, London, United Kingdom
- Barts Heart Centre, St Bartholomew’s Hospital, Barts Health NHS Trust, London, United Kingdom
| | - Sabina Gallina
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, Chieti, Italy
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Khanna S, Amarasekera AT, Li C, Bhat A, Chen HHL, Gan GCH, Ugander M, Tan TC. The utility of cardiac magnetic resonance imaging in the diagnosis of adult patients with acute myocarditis: A systematic review and meta-analysis. Int J Cardiol 2022; 363:225-239. [PMID: 35724801 DOI: 10.1016/j.ijcard.2022.06.047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 06/02/2022] [Accepted: 06/15/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND The presence of myocardial late gadolinium enhancement (LGE) indicates myocyte necrosis, and assists with the diagnosis of acute myocarditis (AM). Cardiac magnetic resonance (CMR) measures other than LGE i.e. tissue characterization and myocardial structural and functional parameters, play an important diagnostic role in assessment for inflammation, as seen in AM. The aim of this systematic review was to appraise the evidence for the use of quantitative CMR measures to identify myocardial inflammation in order to diagnose of AM in adult patients. METHODS A systematic literature search of medical databases was performed using PRISMA principles to identify relevant CMR studies on AM in adults (2005-2020; English; PROSPERO registration CRD42020180605). Data for a range of quantitative CMR measures were extracted. Continuous variables with low heterogeneity were meta-analyzed using a random-effects model for overall effect size measured as the standard mean difference (SMD). RESULTS Available data from 25 studies reporting continuous quantitative 1.5 T CMR measures revealed that AM is most reliably differentiated from healthy controls using T1 mapping (SMD 1.80, p < 0.01) and T2 mapping (SMD 1.63, p < 0.01), respectively. All other measures examined including T2-weighted ratio, extracellular volume, early gadolinium enhancement ratio, right ventricular ejection fraction, and LV end-diastolic volume, mass, ejection fraction, longitudinal strain, circumferential strain, and radial strain also had discriminatory ability although with smaller standard mean difference values (|SMD| 0.32-0.96, p < 0.01 for all). CONCLUSIONS Meta-analysis shows that myocardial tissue characterization (T1 mapping>T2 mapping) followed by measures of left ventricular structure and function demonstrate diagnostic discriminatory ability in AM.
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Affiliation(s)
- Shaun Khanna
- Department of Cardiology, Blacktown Hospital, Western Sydney Local Health District, Sydney, NSW, Australia
| | - Anjalee T Amarasekera
- Department of Cardiology, Blacktown Hospital, Western Sydney Local Health District, Sydney, NSW, Australia; University of University, Sydney, NSW, Australia; Western Sydney University, Sydney. NSW, Australia
| | - Cindy Li
- Department of Cardiology, Blacktown Hospital, Western Sydney Local Health District, Sydney, NSW, Australia
| | - Aditya Bhat
- Department of Cardiology, Blacktown Hospital, Western Sydney Local Health District, Sydney, NSW, Australia; University of University, Sydney, NSW, Australia; University of New South Wales, Sydney, NSW, Australia
| | - Henry H L Chen
- Department of Cardiology, Blacktown Hospital, Western Sydney Local Health District, Sydney, NSW, Australia; University of University, Sydney, NSW, Australia
| | - Gary C H Gan
- Department of Cardiology, Blacktown Hospital, Western Sydney Local Health District, Sydney, NSW, Australia; University of University, Sydney, NSW, Australia; University of New South Wales, Sydney, NSW, Australia
| | - Martin Ugander
- University of New South Wales, Sydney, NSW, Australia; Kolling Institute, Royal North Shore Hospital, University of Sydney, NSW, Australia; Department of Clinical Physiology, Karolinska University Hospital, and Karolinska Institute, Stockholm, Sweden
| | - Timothy C Tan
- Department of Cardiology, Blacktown Hospital, Western Sydney Local Health District, Sydney, NSW, Australia; University of University, Sydney, NSW, Australia; University of New South Wales, Sydney, NSW, Australia; Western Sydney University, Sydney. NSW, Australia.
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Bnaiahu N, Omer N, Wilczynski E, Levy S, Blumenfeld-Katzir T, Ben-Eliezer N. Correcting for imaging gradients-related bias of T 2 relaxation times at high-resolution MRI. Magn Reson Med 2022; 88:1806-1817. [PMID: 35666831 PMCID: PMC9544944 DOI: 10.1002/mrm.29319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 04/15/2022] [Accepted: 05/11/2022] [Indexed: 11/16/2022]
Abstract
Purpose High‐resolution animal imaging is an integral part of preclinical drug development and the investigation of diseases' pathophysiology. Quantitative mapping of T2 relaxation times (qT2) is a valuable tool for both preclinical and research applications, providing high sensitivity to subtle tissue pathologies. High‐resolution T2 mapping, however, suffers from severe underestimation of T2 values due to molecular diffusion. This affects both single‐echo and multi‐echo spin echo (SSE and MESE), on top of the well‐known contamination of MESE signals by stimulated echoes, and especially on high‐field and preclinical scanners in which high imaging gradients are used in comparison to clinical scanners. Methods Diffusion bias due to imaging gradients was analyzed by quantifying the effective b‐value for each coherence pathway in SSE and MESE protocols, and incorporating this information in a joint T2‐diffusion reconstruction algorithm. Validation was done on phantoms and in vivo mouse brain using a 9.4T and a 7T MRI scanner. Results Underestimation of T2 values due to strong imaging gradients can reach up to 70%, depending on scan parameters and on the sample's diffusion coefficient. The algorithm presented here produced T2 values that agreed with reference spectroscopic measurements, were reproducible across scan settings, and reduced the average bias of T2 values from −33.5 ± 20.5% to −0.1 ± 3.6%. Conclusions A new joint T2‐diffusion reconstruction algorithm is able to negate imaging gradient–related underestimation of T2 values, leading to reliable mapping of T2 values at high resolutions. Click here for author‐reader discussions
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Affiliation(s)
- Natalie Bnaiahu
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
| | - Noam Omer
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
| | - Ella Wilczynski
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
| | - Shir Levy
- School of Chemistry, Tel Aviv University, Tel Aviv, Israel
| | | | - Noam Ben-Eliezer
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.,Center for Advanced Imaging Innovation and Research (CAI2R), New York University School of Medicine, New York, NY, USA
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32
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Florian A. Predicting LV thrombosis after acute myocardial infarction: From Virchow's triad to state-of-the-art cardiovascular magnetic resonance imaging. Int J Cardiol 2022; 360:99-100. [PMID: 35597498 DOI: 10.1016/j.ijcard.2022.05.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 05/16/2022] [Indexed: 11/24/2022]
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Cau R, Bassareo P, Deidda M, Caredda G, Suri JS, Pontone G, Saba L. Could CMR Tissue-Tracking and Parametric Mapping Distinguish Between Takotsubo Syndrome and Acute Myocarditis? A Pilot Study. Acad Radiol 2022; 29 Suppl 4:S33-S39. [PMID: 33487539 DOI: 10.1016/j.acra.2021.01.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 01/03/2021] [Accepted: 01/07/2021] [Indexed: 02/09/2023]
Abstract
RATIONALE AND OBJECTIVE Takotsubo syndrome (TS) is a transient and often misdiagnosed form of left ventricular dysfunction. Acute myocarditis (AM) is usually included in TS differential diagnosis. The aim of this study is to assess the role of cardiac magnetic resonance imaging coupled with tissue-tracking technique (CMR-TT) and parametric mappings analysis in discriminating between TS and AM. MATERIALS AND METHODS We retrospectively enrolled three groups: patients with TS (n = 12), patients with AM (n = 14), and 10 healthy controls. All the patients had a comprehensive CMR examination, including the assessment of global and segmental longitudinal strain, circumferential strain, radial strain (RS), and parametric mapping. RESULTS The analysis of variance was used to compare the different groups. In TS patients, basal RS, global T1 mapping, global T2 mapping, mid T2 mapping, apical T1 and T2 mapping were statistically significantly different compared with the other groups. MANCOVA analysis confirmed that the association between myocardial strain data and parametric mapping was independent on age and sex. Apical T1 and T2 mapping proved to have a good performance in differentiating TS from AM (area under the curves of 0.908 and 0.879, respectively). CONCLUSION Basal RS and apical tissue mapping analysis are the most advanced CMR-derived parameters in making a differential diagnosis between TS and AM.
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Ismail TF, Hua A, Plein S, D'Cruz DP, Fernando MMA, Friedrich MG, Zellweger MJ, Giorgetti A, Caobelli F, Haaf P. The role of cardiovascular magnetic resonance in the evaluation of acute myocarditis and inflammatory cardiomyopathies in clinical practice - a comprehensive review. Eur Heart J Cardiovasc Imaging 2022; 23:450-464. [PMID: 35167664 DOI: 10.1093/ehjci/jeac021] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 01/24/2022] [Indexed: 01/05/2023] Open
Abstract
Inflammatory cardiomyopathy (I-CMP) is defined as myocarditis in association with cardiac dysfunction and/or ventricular remodelling. It is characterized by inflammatory cell infiltration into the myocardium and has heterogeneous infectious and non-infectious aetiologies. A complex interplay of genetic, autoimmune, and environmental factors contributes to the substantial risk of deteriorating cardiac function, acute heart failure, and arrhythmia as well as chronic dilated cardiomyopathy and its sequelae. Multi-parametric cardiovascular magnetic resonance (CMR) imaging is sensitive to many tissue changes that occur during myocardial inflammation, regardless of its aetiology. In this review, we summarize the various aetiologies of I-CMP and illustrate how CMR contributes to non-invasive diagnosis.
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Affiliation(s)
- Tevfik F Ismail
- CMR Unit, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.,Cardiology Department, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Alina Hua
- CMR Unit, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.,Cardiology Department, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Sven Plein
- CMR Unit, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.,Biomedical Imaging Science Department, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds & Leeds Teaching Hospitals NHS Trust, Clarendon, Way, Leeds LS2 9JT, UK
| | - David P D'Cruz
- Rheumatology Department, Louise Coote Lupus Unit, Guy's and St Thomas' NHS Foundation Trust, London, UK.,Rheumatology Department, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Michelle M A Fernando
- Rheumatology Department, Louise Coote Lupus Unit, Guy's and St Thomas' NHS Foundation Trust, London, UK.,Rheumatology Department, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Matthias G Friedrich
- Department of Cardiology, Heidelberg University Hospital, Heidelberg, Germany.,Department of Cardiology, McGill University Health Centre, Montreal, Canada.,Department of Diagnostic Radiology, McGill University Health Centre, Montreal, Canada
| | - Michael J Zellweger
- Department of Cardiology, Clinic of Cardiology, University Hospital Basel and University of Basel, Petersgraben 4, CH-4031 Basel, Switzerland
| | | | - Federico Caobelli
- Department of Nuclear Medicine, Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Basel, Switzerland
| | - Philip Haaf
- Department of Cardiology, Clinic of Cardiology, University Hospital Basel and University of Basel, Petersgraben 4, CH-4031 Basel, Switzerland
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Ismail TF, Strugnell W, Coletti C, Božić-Iven M, Weingärtner S, Hammernik K, Correia T, Küstner T. Cardiac MR: From Theory to Practice. Front Cardiovasc Med 2022; 9:826283. [PMID: 35310962 PMCID: PMC8927633 DOI: 10.3389/fcvm.2022.826283] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 01/17/2022] [Indexed: 01/10/2023] Open
Abstract
Cardiovascular disease (CVD) is the leading single cause of morbidity and mortality, causing over 17. 9 million deaths worldwide per year with associated costs of over $800 billion. Improving prevention, diagnosis, and treatment of CVD is therefore a global priority. Cardiovascular magnetic resonance (CMR) has emerged as a clinically important technique for the assessment of cardiovascular anatomy, function, perfusion, and viability. However, diversity and complexity of imaging, reconstruction and analysis methods pose some limitations to the widespread use of CMR. Especially in view of recent developments in the field of machine learning that provide novel solutions to address existing problems, it is necessary to bridge the gap between the clinical and scientific communities. This review covers five essential aspects of CMR to provide a comprehensive overview ranging from CVDs to CMR pulse sequence design, acquisition protocols, motion handling, image reconstruction and quantitative analysis of the obtained data. (1) The basic MR physics of CMR is introduced. Basic pulse sequence building blocks that are commonly used in CMR imaging are presented. Sequences containing these building blocks are formed for parametric mapping and functional imaging techniques. Commonly perceived artifacts and potential countermeasures are discussed for these methods. (2) CMR methods for identifying CVDs are illustrated. Basic anatomy and functional processes are described to understand the cardiac pathologies and how they can be captured by CMR imaging. (3) The planning and conduct of a complete CMR exam which is targeted for the respective pathology is shown. Building blocks are illustrated to create an efficient and patient-centered workflow. Further strategies to cope with challenging patients are discussed. (4) Imaging acceleration and reconstruction techniques are presented that enable acquisition of spatial, temporal, and parametric dynamics of the cardiac cycle. The handling of respiratory and cardiac motion strategies as well as their integration into the reconstruction processes is showcased. (5) Recent advances on deep learning-based reconstructions for this purpose are summarized. Furthermore, an overview of novel deep learning image segmentation and analysis methods is provided with a focus on automatic, fast and reliable extraction of biomarkers and parameters of clinical relevance.
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Affiliation(s)
- Tevfik F. Ismail
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom
- Cardiology Department, Guy's and St Thomas' Hospital, London, United Kingdom
| | - Wendy Strugnell
- Queensland X-Ray, Mater Hospital Brisbane, Brisbane, QLD, Australia
| | - Chiara Coletti
- Magnetic Resonance Systems Lab, Delft University of Technology, Delft, Netherlands
| | - Maša Božić-Iven
- Magnetic Resonance Systems Lab, Delft University of Technology, Delft, Netherlands
- Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany
| | | | - Kerstin Hammernik
- Lab for AI in Medicine, Technical University of Munich, Munich, Germany
- Department of Computing, Imperial College London, London, United Kingdom
| | - Teresa Correia
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom
- Centre of Marine Sciences, Faro, Portugal
| | - Thomas Küstner
- Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University Hospital of Tübingen, Tübingen, Germany
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36
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Zghyer F, Botheju WSP, Kiss JE, Michos ED, Corretti MC, Mukherjee M, Hays AG. Cardiovascular Imaging in Stress Cardiomyopathy (Takotsubo Syndrome). Front Cardiovasc Med 2022; 8:799031. [PMID: 35155609 PMCID: PMC8831380 DOI: 10.3389/fcvm.2021.799031] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 12/15/2021] [Indexed: 11/22/2022] Open
Abstract
Stress cardiomyopathy (Takotsubo syndrome) is a reversible syndrome stemming from myocardial injury leading to systolic dysfunction and is usually noted in the setting of a stressful event, be it an emotional or physical trigger. While the exact pathophysiology behind stress cardiomyopathy is yet unknown, there is ample evidence suggesting that neurocardiogenic mechanisms may play an important role. Although historically stress cardiomyopathy was generally thought to be a relatively benign condition, there is growing recognition of the cardiovascular complications associated with it despite its reversibility. Our review aims to shed light onto key cardiovascular imaging modalities used to diagnose stress cardiomyopathy while highlighting the role that imaging plays in assessing disease severity, identifying complications, dictating treatment approaches, and in short-term and long-term prognosis.
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Affiliation(s)
- Fawzi Zghyer
- Division of Cardiology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | | | - Joshua E. Kiss
- Division of Cardiology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Erin D. Michos
- Division of Cardiology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Mary C. Corretti
- Division of Cardiology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Monica Mukherjee
- Division of Cardiology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Allison G. Hays
- Division of Cardiology, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
- *Correspondence: Allison G. Hays
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37
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Ogawa R, Kido T, Nakamura M, Nozaki A, Lebel RM, Mochizuki T, Kido T. Reconstruction of cardiovascular black-blood T2-weighted image by deep learning algorithm: A comparison with intensity filter. Acta Radiol Open 2021; 10:20584601211044779. [PMID: 34594576 PMCID: PMC8477702 DOI: 10.1177/20584601211044779] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 08/21/2021] [Indexed: 11/16/2022] Open
Abstract
Background Deep learning-based methods have been used to denoise magnetic resonance imaging. Purpose The purpose of this study was to evaluate a deep learning reconstruction (DL Recon) in cardiovascular black-blood T2-weighted images and compare with intensity filtered images. Material and Methods Forty-five DL Recon images were compared with intensity filtered and the original images. For quantitative image analysis, the signal to noise ratio (SNR) of the septum, contrast ratio (CR) of the septum to lumen, and sharpness of the endocardial border were calculated in each image. For qualitative image quality assessment, a 4-point subjective scale was assigned to each image (1 = poor, 2 = fair, 3 = good, 4 = excellent). Results The SNR and CR were significantly higher in the DL Recon images than in the intensity filtered and the original images (p < .05 in each). Sharpness of the endocardial border was significantly higher in the DL Recon and intensity filtered images than in the original images (p < .05 in each). The image quality of the DL Recon images was significantly better than that of intensity filtered and original images (p < .001 in each). Conclusions DL Recon reduced image noise while improving image contrast and sharpness in the cardiovascular black-blood T2-weight sequence.
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Affiliation(s)
- Ryo Ogawa
- Department of Radiology, Ehime University Graduate School of Medicine, Toon, Japan
| | - Tomoyuki Kido
- Department of Radiology, Ehime University Graduate School of Medicine, Toon, Japan
| | - Masashi Nakamura
- Department of Radiology, Ehime University Graduate School of Medicine, Toon, Japan
| | - Atsushi Nozaki
- MR Collaboration and Development, GE Healthcare, Tokyo, Japan
| | - R Marc Lebel
- MR Collaboration and Development, GE Healthcare, Calgary, Canada
| | - Teruhito Mochizuki
- Department of Radiology, Ehime University Graduate School of Medicine, Toon, Japan.,Department of Radiology, I.M. Sechenov First Moscow State Medical University, Russia
| | - Teruhito Kido
- Department of Radiology, Ehime University Graduate School of Medicine, Toon, Japan
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38
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Abstract
PURPOSE OF REVIEW Takotsubo syndrome (TTS) is a transient but severe myocardial dysfunction that has been known for decades and is still to be fully understood regarding its clinical presentations and pathophysiological mechanisms. Cardiac magnetic resonance (CMR) imaging plays a key role in the comprehensive analysis of patients with TTS in acute and follow-up examinations. In this review, we focus on the major advantages and latest evolutions of CMR in diagnosis and prognostication of TTS and discuss future perspectives and needs in the field of research and cardiovascular imaging in TTS. RECENT FINDINGS Specific CMR criteria for TTS diagnosis at the time of acute presentation are established. In addition to identifying the typical regional wall motion abnormalities, CMR allows for precise quantification of right ventricular and left ventricular (LV) function, the assessment of additional abnormalities/complications (e.g. pericardial and/or pleural effusion, LV thrombi), and most importantly myocardial tissue characterization (myocardial oedema, inflammation, necrosis/fibrosis). CMR enables a comprehensive assessment of the entire spectrum of functional and structural changes that occur in patients with TTS and may have also a prognostic impact. CMR can distinguish between TTS and other important differential diagnoses (myocarditis, myocardial infarction) with direct consequences on medical therapy.
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Affiliation(s)
- Philipp-Johannes Jensch
- University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Ratzeburger Allee 160, 23538, Lübeck, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany
| | - Thomas Stiermaier
- University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Ratzeburger Allee 160, 23538, Lübeck, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany
| | - Ingo Eitel
- University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), University Hospital Schleswig-Holstein, Ratzeburger Allee 160, 23538, Lübeck, Germany.
- German Centre for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany.
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39
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Mavrogeni SI, Bacopoulou F, Markousis-Mavrogenis G, Giannakopoulou A, Kariki O, Vartela V, Kolovou G, Charmandari E, Chrousos G. Cardiovascular Magnetic Resonance as Pathophysiologic Tool in Diabetes Mellitus. Front Endocrinol (Lausanne) 2021; 12:672302. [PMID: 34194393 PMCID: PMC8237858 DOI: 10.3389/fendo.2021.672302] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 05/12/2021] [Indexed: 01/02/2023] Open
Abstract
Diabetes mellitus can independently contribute to cardiovascular disease and represents a severe risk factor for premature development of cardiovascular disease. A three-fold higher mortality than the general population has been observed in type 1 diabetes mellitus whereas a two- to four-fold increased probability to develop cardiovascular disease has been observed in type 2 diabetes mellitus. Cardiovascular magnetic resonance, a non-radiative modality, is superior to all other modalities in detecting myocardial infarction. The main cardiovascular magnetic resonance sequences used include a) balanced steady-state free precession (bSSFP) for function evaluation; b) T2-W for oedema detection; c) T1 W for ischemia detection during adenosine stress; and d) late gadolinium enhanced T1-W images (LGE), evaluated 15 min after injection of paramagnetic contrast agent gadolinium, which permit the diagnosis of replacement fibrosis, which appears white in the middle of suppressed, nulled myocardium. Although LGE is the technique of choice for diagnosis of replacement fibrosis, it cannot assess diffuse myocardial fibrosis. The application of T1 mapping (native or pre contrast and post contrast) allows identification of diffuse myocardial fibrosis, which is not detectable my other means. Native T1 and Contrast-enhanced T1 mapping are involved in the extracellular volume fraction (ECV) calculation. Recently, 1H-cardiovascular magnetic resonance spectroscopy has been applied to calculate the amount of myocardial triglycerides, but at the moment it is not part of the routine assessment of diabetes mellitus. The multifaceted nature of cardiovascular magnetic resonance has the great potential of concurrent evaluation of function and myocardial ischemia/fibrosis in the same examination and represents an indispensable tool for accurate diagnosis of cardiovascular disease in diabetes mellitus.
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Affiliation(s)
- Sophie I. Mavrogeni
- Department of Cardiology, Onassis Cardiac Surgery Center, Kallithea, Greece
- University Research Institute of Maternal and Child Health and Precision Medicine, and UNESCO Chair on Adolescent Health Care, National and Kapodistrian University of Athens, Aghia Sophia Children’s Hospital, Athens, Greece
| | - Flora Bacopoulou
- University Research Institute of Maternal and Child Health and Precision Medicine, and UNESCO Chair on Adolescent Health Care, National and Kapodistrian University of Athens, Aghia Sophia Children’s Hospital, Athens, Greece
| | | | | | - Ourania Kariki
- Department of Cardiology, Onassis Cardiac Surgery Center, Kallithea, Greece
| | - Vasiliki Vartela
- Department of Cardiology, Onassis Cardiac Surgery Center, Kallithea, Greece
| | - Genovefa Kolovou
- Department of Cardiology, Onassis Cardiac Surgery Center, Kallithea, Greece
| | - Evangelia Charmandari
- Division of Endocrinology, Metabolism and Diabetes, First Department of Pediatrics, School of Medicine, National and Kapodistrian University of Athens, Aghia Sophia Children’s Hospital, Athens, Greece
- Division of Endocrinology and Metabolism, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, Athens, Greece
| | - George Chrousos
- University Research Institute of Maternal and Child Health and Precision Medicine, and UNESCO Chair on Adolescent Health Care, National and Kapodistrian University of Athens, Aghia Sophia Children’s Hospital, Athens, Greece
- Division of Endocrinology and Metabolism, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, Athens, Greece
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40
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Markousis-Mavrogenis G, Sfikakis PP, Koutsogeorgopoulou L, Dimitroulas T, Katsifis G, Giannakopoulou A, Voulgari P, Kolovou G, Kitas GD, Mavrogeni SI. Cardiovascular Magnetic Resonance Reveals Cardiac Pathophysiology in Autoimmune Rheumatic Diseases. Mediterr J Rheumatol 2021; 32:15-20. [PMID: 34386698 PMCID: PMC8314875 DOI: 10.31138/mjr.32.1.15] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 11/26/2020] [Accepted: 01/15/2020] [Indexed: 02/06/2023] Open
Abstract
Background/Aims The high incidence of cardiovascular disease (CVD) in patients with autoimmune rheumatic diseases (ARDs) is the main driver towards increased mortality in this patient group. Cardiovascular magnetic resonance (CMR) can non-invasively and robustly detect CVD in ARD patients at an early stage of development. The review summarises the diagnostic information provided by CMR in ARD patients. Summary CMR uses a strong magnetic field combined with radio-frequency pulses (pulse sequences) to generate images. Firstly, balanced steady-state free precession (bSSFP) can be used for evaluating cardiac anatomy, mass, wall motion, atrial/ventricular function. Secondly, T2-weighted imaging (T2-W) can be used for oedema detection, which appears as a high signal intensity area on STIR (short tau inversion recovery) images. T2 mapping is a newer T2-W technique that can provide more optimal identification of myocardial oedema. Lastly, late gadolinium enhanced (LGE) T1-W images, taken 15 min. after injection of contrast agent, allow the detection of myocardial replacement fibrosis, which appears as a bright area in a background of black myocardium. However, LGE has inherent disadvantages for the assessment of diffuse myocardial fibrosis. Therefore, T1 mapping and extracellular volume fraction (ECV) have been developed to quantify diffuse myocardial fibrosis. Results Although multicentre studies are still missing, the CMR parameters have been extensively applied for the identification of oedema/fibrosis and treatment decision making in ARDs. Conclusions Tissue characterisation with CMR allows early and robust identification of CVD in ARD patients and contributes to personalized management in the patients.
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Affiliation(s)
| | - Petros P Sfikakis
- Joint Rheumatology, Laikon Hospital, Athens, Greece.,Department of Pathophysiology, Laikon Hospital, National Kapodistrian University of Athens, Athens, Greece
| | - Loukia Koutsogeorgopoulou
- Department of Pathophysiology, Laikon Hospital, National Kapodistrian University of Athens, Athens, Greece
| | - Theodoros Dimitroulas
- Department of Internal Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | | | | | | | - George D Kitas
- Arthritis Research UK Epidemiology Unit, Manchester University, Manchester, United Kingdom
| | - Sophie I Mavrogeni
- Onassis Cardiac Surgery Center, Athens, Greece.,Department of Pathophysiology, Laikon Hospital, National Kapodistrian University of Athens, Athens, Greece
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41
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Emrich T, Halfmann M, Schoepf UJ, Kreitner KF. CMR for myocardial characterization in ischemic heart disease: state-of-the-art and future developments. Eur Radiol Exp 2021; 5:14. [PMID: 33763757 PMCID: PMC7990980 DOI: 10.1186/s41747-021-00208-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 01/22/2021] [Indexed: 01/25/2023] Open
Abstract
Ischemic heart disease and its sequelae are one of the major contributors to morbidity and mortality worldwide. Over the last decades, technological developments have strengthened the role of noninvasive imaging for detection, risk stratification, and management of patients with ischemic heart disease. Cardiac magnetic resonance (CMR) imaging incorporates both functional and morphological characterization of the heart to determine presence, acuteness, and severity of ischemic heart disease by evaluating myocardial wall motion and function, the presence and extent of myocardial edema, ischemia, and scarring. Currently established clinical protocols have already demonstrated their diagnostic and prognostic value. Nevertheless, there are emerging imaging technologies that provide additional information based on advanced quantification of imaging biomarkers and improved diagnostic accuracy, therefore potentially allowing reduction or avoidance of contrast and/or stressor agents. The aim of this review is to summarize the current state of the art of CMR imaging for ischemic heart disease and to provide insights into promising future developments.
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Affiliation(s)
- Tilman Emrich
- Department of Diagnostic and Interventional Radiology, University Medical Center, Mainz; Langenbeckstraße 1, 55131, Mainz, Germany. .,German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, Mainz, Langenbeckstraße 1, 55131, Mainz, Germany. .,Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Drive, Charleston, SC, 29425, USA.
| | - Moritz Halfmann
- Department of Diagnostic and Interventional Radiology, University Medical Center, Mainz; Langenbeckstraße 1, 55131, Mainz, Germany.,German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, Mainz, Langenbeckstraße 1, 55131, Mainz, Germany
| | - U Joseph Schoepf
- Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Drive, Charleston, SC, 29425, USA
| | - Karl-Friedrich Kreitner
- Department of Diagnostic and Interventional Radiology, University Medical Center, Mainz; Langenbeckstraße 1, 55131, Mainz, Germany
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42
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Rawish E, Stiermaier T, Santoro F, Brunetti ND, Eitel I. Current Knowledge and Future Challenges in Takotsubo Syndrome: Part 1-Pathophysiology and Diagnosis. J Clin Med 2021; 10:jcm10030479. [PMID: 33525539 PMCID: PMC7865728 DOI: 10.3390/jcm10030479] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/08/2021] [Accepted: 01/15/2021] [Indexed: 02/06/2023] Open
Abstract
First recognized in 1990, takotsubo syndrome (TTS) constitutes an acute cardiac condition that mimics acute myocardial infarction commonly in the absence of obstructive coronary artery disease; it is characterized by temporary left ventricular dysfunction, regularly in a circumferential apical, midventricular, or basal distribution. Considering its acute clinical presentation, coronary angiography with left ventriculography constitutes the gold standard diagnostic tool to exclude or confirm TTS. Frequently, TTS is related to severe emotional or physical stress and a subsequent increased adrenergic stimulation affecting cardiac function. Beyond clinical presentation, epidemiology, and novel diagnostic biomarkers, this review draws attention to potential pathophysiological mechanisms for the observed reversible myocardial dysfunction such as sympathetic overdrive-mediated multi-vessel epicardial spasms, microvascular dysfunction, the direct toxicity of catecholamines, lipotoxicity, and inflammation. Considering the long-term prognosis, further experimental and clinical research is indispensable to elucidate further pathophysiological mechanisms underlying TTS before randomized control trials with evidence-based therapeutic management can be performed.
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Affiliation(s)
- Elias Rawish
- Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine) University Heart Center, 23538 Lübeck, Germany; (E.R.); (T.S.)
- DZHK (German Centre for Cardiovascular Research), 23538 Lübeck, Germany
| | - Thomas Stiermaier
- Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine) University Heart Center, 23538 Lübeck, Germany; (E.R.); (T.S.)
- DZHK (German Centre for Cardiovascular Research), 23538 Lübeck, Germany
| | - Francesco Santoro
- Department of Medical & Surgery Sciences, University of Foggia, 71121 Foggia, Italy
| | - Natale D. Brunetti
- Department of Medical & Surgery Sciences, University of Foggia, 71121 Foggia, Italy
| | - Ingo Eitel
- Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine) University Heart Center, 23538 Lübeck, Germany; (E.R.); (T.S.)
- DZHK (German Centre for Cardiovascular Research), 23538 Lübeck, Germany
- Correspondence: ; Tel.: +49-451-500-44501
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43
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Citro R, Okura H, Ghadri JR, Izumi C, Meimoun P, Izumo M, Dawson D, Kaji S, Eitel I, Kagiyama N, Kobayashi Y, Templin C, Delgado V, Nakatani S, Popescu BA. Multimodality imaging in takotsubo syndrome: a joint consensus document of the European Association of Cardiovascular Imaging (EACVI) and the Japanese Society of Echocardiography (JSE). J Echocardiogr 2020; 18:199-224. [PMID: 32886290 PMCID: PMC7471594 DOI: 10.1007/s12574-020-00480-y] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Accepted: 05/05/2020] [Indexed: 12/14/2022]
Abstract
Takotsubo syndrome (TTS) is a complex and still poorly recognized heart disease with a wide spectrum of possible clinical presentations. Despite its reversibility, it is associated with serious adverse in-hospital events and high complication rates during follow-up. Multimodality imaging is helpful for establishing the diagnosis, guiding therapy, and stratifying prognosis of TTS patients in both the acute and post-acute phase. Echocardiography plays a key role, particularly in the acute care setting, allowing for the assessment of left ventricular (LV) systolic and diastolic function and the identification of the typical apical-midventricular ballooning pattern, as well as the circumferential pattern of wall motion abnormalities. It is also useful in the early detection of complications (i.e. LV outflow tract obstruction, mitral regurgitation, right ventricular involvement, LV thrombi, and pericardial effusion) and monitoring of systolic function recovery. Left ventriculography allows the evaluation of LV function and morphology, identifying the typical TTS patterns when echocardiography is not available or wall motion abnormalities cannot be properly assessed with ultrasound. Cardiac magnetic resonance provides a more comprehensive depiction of cardiac morphology and function and tissue characterization and offers additional value to other imaging modalities for differential diagnosis (myocardial infarction and myocarditis). Coronary computed tomography angiography has a substantial role in the diagnostic workup of patients with acute chest pain and a doubtful TTS diagnosis to rule out other medical conditions. It can be considered as a non-invasive appropriate alternative to coronary angiography in several clinical scenarios. Although the role of nuclear imaging in TTS has not yet been well established, the combination of perfusion and metabolic imaging may provide useful information on myocardial function in both the acute and post-acute phase.
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Affiliation(s)
- Rodolfo Citro
- Cardiothoracic Vascular Department, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Salerno, Italy.
| | - Hiroyuki Okura
- Department of Cardiology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Jelena R Ghadri
- Department of Cardiology, University Hospital Zurich, Zurich, Switzerland
| | - Chisato Izumi
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | - Patrick Meimoun
- Department of Cardiology and Intensive Care, Centre Hospitalier de Compiegne, Compiegne, France
| | - Masaki Izumo
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Dana Dawson
- Department of Cardiology, Aberdeen Cardiovascular and Diabetes Centre, Aberdeen Royal Infirmary and University of Aberdeen, Aberdeen, Scotland, UK
| | - Shuichiro Kaji
- Department of Cardiovascular Medicine, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Ingo Eitel
- Department of Cardiology, University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), Lübeck, Germany
- Department of Cardiology, German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany
| | - Nobuyuki Kagiyama
- Department of Digital Health and Telemedicine R&D, Juntendo University and Department of Cardiovascular Medicine, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo City, Tokyo, 113-8421, Japan
| | - Yukari Kobayashi
- Department of Cardiovascular Institute, Stanford University, Stanford, CA, USA
| | - Christian Templin
- Department of Cardiology, University Hospital Zurich, Zurich, Switzerland
| | - Victoria Delgado
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Bogdan A Popescu
- Department of Cardiology, University of Medicine and Pharmacy "Carol Davila," Euroecolab, Bucharest, Romania
- Department of Cardiology, Emergency Institute for Cardiovascular Diseases "Prof. Dr. C. C. Iliescu", Bucharest, Romania
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44
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Henningsson M, Malik S, Botnar R, Castellanos D, Hussain T, Leiner T. Black-Blood Contrast in Cardiovascular MRI. J Magn Reson Imaging 2020; 55:61-80. [PMID: 33078512 PMCID: PMC9292502 DOI: 10.1002/jmri.27399] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 09/22/2020] [Accepted: 09/23/2020] [Indexed: 12/14/2022] Open
Abstract
MRI is a versatile technique that offers many different options for tissue contrast, including suppressing the blood signal, so‐called black‐blood contrast. This contrast mechanism is extremely useful to visualize the vessel wall with high conspicuity or for characterization of tissue adjacent to the blood pool. In this review we cover the physics of black‐blood contrast and different techniques to achieve blood suppression, from methods intrinsic to the imaging readout to magnetization preparation pulses that can be combined with arbitrary readouts, including flow‐dependent and flow‐independent techniques. We emphasize the technical challenges of black‐blood contrast that can depend on flow and motion conditions, additional contrast weighting mechanisms (T1, T2, etc.), magnetic properties of the tissue, and spatial coverage. Finally, we describe specific implementations of black‐blood contrast for different vascular beds.
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Affiliation(s)
- Markus Henningsson
- Division of Cardiovascular Medicine, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden.,Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden.,School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Shaihan Malik
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Rene Botnar
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Daniel Castellanos
- Division of Pediatric Cardiology, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Tarique Hussain
- Division of Pediatric Cardiology, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, Texas, USA.,Division of Pediatric Radiology, Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Tim Leiner
- Department of Radiology, Utrecht University Medical Center, Utrecht, The Netherlands
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45
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Citro R, Okura H, Ghadri JR, Izumi C, Meimoun P, Izumo M, Dawson D, Kaji S, Eitel I, Kagiyama N, Kobayashi Y, Templin C, Delgado V, Nakatani S, Popescu BA, Bertrand P, Donal E, Dweck M, Galderisi M, Haugaa KH, Sade LE, Stankovic I, Cosyns B, Edvardsen T. Multimodality imaging in takotsubo syndrome: a joint consensus document of the European Association of Cardiovascular Imaging (EACVI) and the Japanese Society of Echocardiography (JSE). Eur Heart J Cardiovasc Imaging 2020; 21:1184-1207. [DOI: 10.1093/ehjci/jeaa149] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Accepted: 05/05/2020] [Indexed: 12/14/2022] Open
Abstract
Abstract
Takotsubo syndrome (TTS) is a complex and still poorly recognized heart disease with a wide spectrum of possible clinical presentations. Despite its reversibility, it is associated with serious adverse in-hospital events and high complication rates during follow-up. Multimodality imaging is helpful for establishing the diagnosis, guiding therapy, and stratifying prognosis of TTS patients in both the acute and post-acute phase. Echocardiography plays a key role, particularly in the acute care setting, allowing for the assessment of left ventricular (LV) systolic and diastolic function and the identification of the typical apical-midventricular ballooning pattern, as well as the circumferential pattern of wall motion abnormalities. It is also useful in the early detection of complications (i.e. LV outflow tract obstruction, mitral regurgitation, right ventricular involvement, LV thrombi, and pericardial effusion) and monitoring of systolic function recovery. Left ventriculography allows the evaluation of LV function and morphology, identifying the typical TTS patterns when echocardiography is not available or wall motion abnormalities cannot be properly assessed with ultrasound. Cardiac magnetic resonance provides a more comprehensive depiction of cardiac morphology and function and tissue characterization and offers additional value to other imaging modalities for differential diagnosis (myocardial infarction and myocarditis). Coronary computed tomography angiography has a substantial role in the diagnostic workup of patients with acute chest pain and a doubtful TTS diagnosis to rule out other medical conditions. It can be considered as a non-invasive appropriate alternative to coronary angiography in several clinical scenarios. Although the role of nuclear imaging in TTS has not yet been well established, the combination of perfusion and metabolic imaging may provide useful information on myocardial function in both the acute and post-acute phase.
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Affiliation(s)
- Rodolfo Citro
- Cardiothoracic Vascular Department, University Hospital “San Giovanni di Dio e Ruggi d’Aragona”, Salerno, Italy
| | - Hiroyuki Okura
- Department of Cardiology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Jelena R Ghadri
- Department of Cardiology, University Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Chisato Izumi
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | - Patrick Meimoun
- Department of Cardiology and Intensive Care, Centre Hospitalier de Compiegne, Compiegne, France
| | - Masaki Izumo
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Dana Dawson
- Department of Cardiology, Aberdeen Cardiovascular and Diabetes Centre, Aberdeen Royal Infirmary and University of Aberdeen, Aberdeen, Scotland, UK
| | - Shuichiro Kaji
- Department of Cardiovascular Medicine, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Ingo Eitel
- Department of Cardiology, University Heart Center Lübeck, Medical Clinic II (Cardiology/Angiology/Intensive Care Medicine), Lübeck, Germany
- Department of Cardiology, German Center for Cardiovascular Research (DZHK), partner site Hamburg/Kiel/Lübeck, Lübeck, Germany
| | - Nobuyuki Kagiyama
- Department of Digital Health and Telemedicine R&D, Juntendo University and Department of Cardiovascular Medicine, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo City, Tokyo, 113-8421, Japan
| | - Yukari Kobayashi
- Department of Cardiovascular Institute, Stanford University, Stanford, CA, USA
| | - Christian Templin
- Department of Cardiology, University Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Victoria Delgado
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Bogdan A Popescu
- Department of Cardiology, University of Medicine and Pharmacy “Carol Davila,” Euroecolab, Bucharest, Romania
- Department of Cardiology, Emergency Institute for Cardiovascular Diseases “Prof. Dr. C. C. Iliescu”, Bucharest, Romania
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Terrier B, Dechartres A, Gouya H, Ben Arfi M, Bérézne A, Régent A, Dunogué B, London J, Cohen P, Guillevin L, Le Jeunne C, Legmann P, Vignaux O, Mouthon L. Cardiac Intravoxel Incoherent Motion Diffusion-Weighted Magnetic Resonance Imaging With T1 Mapping to Assess Myocardial Perfusion and Fibrosis in Systemic Sclerosis: Association With Cardiac Events From a Prospective Cohort Study. Arthritis Rheumatol 2020; 72:1571-1580. [PMID: 32379399 DOI: 10.1002/art.41308] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 04/30/2020] [Indexed: 12/17/2022]
Abstract
OBJECTIVE Myocardial involvement may occur during systemic sclerosis (SSc) and can lead to impaired myocardial contraction and/or arrhythmia. Cardiac magnetic resonance imaging (MRI) is used for noninvasive characterization of the myocardium. The aim of this study was to evaluate the utility of cardiac MRI with intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) and longitudinal relaxation time (T1) sequence mapping for assessment of myocardial microvascular and interstitium impairment in SSc. METHODS In this single-center prospective cohort study, 40 consecutive patients with SSc and 20 healthy controls were assessed by cardiac MRI with IVIM DWI and T1 mapping sequences on a 3T scanning system. Images were analyzed independently by 2 assessors, and Bland-Altman plots were used to assess interreader concordance and reproducibility. Characteristics of the patients were compared according to quartiles of T1 and perfusion fraction (f-coefficient) values, using exact Cochran-Ermitage trend tests for qualitative variables and analysis of variance for quantitative variables. Kaplan-Meier cardiac events-free survival curves were plotted and compared with a log-rank test for trend. RESULTS T1 values were higher in SSc patients than in healthy controls, and were higher in the diffuse cutaneous SSc (dcSSc) subset (P = 0.02). Higher T1 values were associated with the immunologic pattern seen in patients with the dcSSc form (P = 0.0001), a higher modified Rodnan skin thickness score (MRSS) (P = 0.003), and a higher frequency of interstitial lung disease (P = 0.03). Moreover, higher T1 values were correlated with higher MRSS scores (r = +0.32, P = 0.04) and reduced forced vital capacity (r = -0.34, P = 0.048), and tended to be correlated with reduced total lung capacity (r = -0.30, P = 0.07). Lower f-coefficient values, as a measure of decreased tissue perfusion, were associated with less frequent use of vasodilators (P = 0.02 for angiotensin-converting enzyme inhibitors and P = 0.06 for calcium-channel blockers) and more frequent use of glucocorticoids (P = 0.02). The f-coefficients were inversely correlated with the T1 values (r = -0.31, P = 0.02). Furthermore, higher T1 values were associated with higher incidence of cardiac events (log-rank test for trend P = 0.03). CONCLUSION Increased T1 values, potentially suggesting microscopic fibrosis, were observed more frequently in patients with dcSSc, and higher T1 values were associated with interstitial lung disease and more frequent cardiac events during follow-up. The results of this study show that cardiac MRI with T1 mapping sequences and IVIM DWI may be useful in assessing myocardial involvement in patients with SSc.
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Affiliation(s)
- Benjamin Terrier
- National Referral Center for Rare Systemic Autoimmune Diseases, Hôpital Cochin, AP-HP, and Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Agnès Dechartres
- Sorbonne Université, INSERM, Hôpitaux Universitaires Pitié Salpêtrière-Charles Foix, AP-HP, Paris, France
| | | | - Moncef Ben Arfi
- Hôpital Cochin, AP-HP, Paris, France, and American Hospital of Paris, Neuilly-sur-Seine, France
| | - Alice Bérézne
- National Referral Center for Rare Systemic Autoimmune Diseases, Hôpital Cochin, AP-HP, Paris, France
| | - Alexis Régent
- National Referral Center for Rare Systemic Autoimmune Diseases, Hôpital Cochin, AP-HP, and Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Bertrand Dunogué
- National Referral Center for Rare Systemic Autoimmune Diseases, Hôpital Cochin, AP-HP, and Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Jonathan London
- National Referral Center for Rare Systemic Autoimmune Diseases, Hôpital Cochin, AP-HP, and Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Pascal Cohen
- National Referral Center for Rare Systemic Autoimmune Diseases, Hôpital Cochin, AP-HP, Paris, France
| | - Loïc Guillevin
- National Referral Center for Rare Systemic Autoimmune Diseases, Hôpital Cochin, AP-HP, and Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Claire Le Jeunne
- National Referral Center for Rare Systemic Autoimmune Diseases, Hôpital Cochin, AP-HP, and Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | | | - Olivier Vignaux
- Hôpital Cochin, AP-HP, Paris, France, and American Hospital of Paris, Neuilly-sur-Seine, France
| | - Luc Mouthon
- National Referral Center for Rare Systemic Autoimmune Diseases, Hôpital Cochin, AP-HP, and Université Paris Descartes, Sorbonne Paris Cité, Paris, France
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47
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Situ Y, Birch SCM, Moreyra C, Holloway CJ. Cardiovascular magnetic resonance imaging for structural heart disease. Cardiovasc Diagn Ther 2020; 10:361-375. [PMID: 32420118 DOI: 10.21037/cdt.2019.06.02] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Cardiovascular magnetic resonance (CMR) has increasingly become a powerful imaging technique over the past few decades due to increasing knowledge about clinical applications, operator experience and technological advances, including the introduction of high field strength magnets, leading to improved signal-to-noise ratio. Its success is attributed to the free choice of imaging planes, the wide variety of imaging techniques, and the lack of harmful radiation. Developments in CMR have led to the accurate evaluation of cardiac structure, function and tissues characterisation, so this non-invasive technique has become a powerful tool for a broad range of cardiac pathologies. This review will provide an introduction of magnetic resonance imaging (MRI) physics, an overview of the current techniques and clinical application of CMR in structural heart disease, and illustrated examples of its use in clinical practice.
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Affiliation(s)
- Yiling Situ
- St Vincent's Hospital Sydney, New South Wales, Australia.,St Vincent's Clinical School, University of New South Wales, Kensington, Australia.,Victor Chang Cardiac Research Institute, Darlinghurst, Australia
| | | | - Camila Moreyra
- St Vincent's Hospital Sydney, New South Wales, Australia
| | - Cameron J Holloway
- St Vincent's Hospital Sydney, New South Wales, Australia.,St Vincent's Clinical School, University of New South Wales, Kensington, Australia.,Victor Chang Cardiac Research Institute, Darlinghurst, Australia
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Clinical and Advanced MRI Techniques for Detection of Checkpoint Inhibitor Associated Myocarditis. CURRENT CARDIOVASCULAR IMAGING REPORTS 2020. [DOI: 10.1007/s12410-019-9521-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Abstract
Purpose of Review
With the advent of immune checkpoint inhibitors (ICIs), cancer treatment has been revolutionized; however, these agents are associated with immune-related adverse events, including myocarditis, which ranges from mild to fulminant in severity. Currently, there are no established guidelines in diagnosing ICI-associated myocarditis, and the gold standard test for diagnosis of myocarditis in general is invasive endomyocardial biopsy (EMB). Cardiac magnetic resonance (CMR) imaging is a noninvasive test with the advantage of providing structural, functional and tissue characterization information. Additionally, it provides high spatial and temporal resolution without exposure to ionizing radiation, iodinated contrast, or radioactive isotopes.
Recent Findings
With an increasing number of reported cases of ICI associated myocarditis, understanding of the disease process and associated CMR findings is growing. Diagnostic testing with cardiac biomarkers, electrocardiogram, and echocardiogram can be nonspecific and EMB can have sampling errors. CMR as a diagnostic tool can provide functional assessment of biventricular ejection fraction, myocardial strain, tissue characterization of myocardial edema and inflammation as well as fibrosis. Furthermore, with advanced parametric mapping techniques, CMR provides even more sensitive and quantitative information about myocardial inflammation and fibrosis, including measurements of extracellular volume.
Summary
ICI-associated myocarditis is a serious immune adverse event, and CMR plays a vital role in establishing its diagnosis, providing prognostic information, and has the potential for use as a tool for screening and serial monitoring in patients exposed to ICIs.
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Tada Y, Tachibana A, Heidary S, Yang PC, McConnell MV, Dash R. Ferumoxytol-enhanced cardiovascular magnetic resonance detection of early stage acute myocarditis. J Cardiovasc Magn Reson 2019; 21:77. [PMID: 31842900 PMCID: PMC6913003 DOI: 10.1186/s12968-019-0587-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 11/21/2019] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The diagnostic utility of cardiovascular magnetic resonance (CMR) is limited during the early stages of myocarditis. This study examined whether ferumoxytol-enhanced CMR (FE-CMR) could detect an earlier stage of acute myocarditis compared to gadolinium-enhanced CMR. METHODS Lewis rats were induced to develop autoimmune myocarditis. CMR (3 T, GE Signa) was performed at the early- (day 14, n = 7) and the peak-phase (day 21, n = 8) of myocardial inflammation. FE-CMR was evaluated as % myocardial dephasing signal loss on gradient echo images at 6 and 24 h (6 h- & 24 h-FE-CMR) following the administration of ferumoxytol (300μmolFe/kg). Pre- and post-contrast T2* mapping was also performed. Early (EGE) and late (LGE) gadolinium enhancement was obtained after the administration of gadolinium-DTPA (0.5 mmol/kg) on day 14 and 21. Healthy rats were used as control (n = 6). RESULTS Left ventricular ejection fraction (LVEF) was preserved at day 14 with inflammatory cells but no fibrosis seen on histology. EGE and LGE at day 14 both showed limited myocardial enhancement (EGE: 11.7 ± 15.5%; LGE: 8.7 ± 8.7%; both p = ns vs. controls). In contrast, 6 h-FE-CMR detected extensive myocardial signal loss (33.2 ± 15.0%, p = 0.02 vs. EGE and p < 0.01 vs. LGE). At day 21, LVEF became significantly decreased (47.4 ± 16.4% vs control: 66.2 ± 6.1%, p < 0.01) with now extensive myocardial involvement detected on EGE, LGE, and 6 h-FE-CMR (41.6 ± 18.2% of LV). T2* mapping also detected myocardial uptake of ferumoxytol both at day 14 (6 h R2* = 299 ± 112 s- 1vs control: 125 ± 26 s- 1, p < 0.01) and day 21 (564 ± 562 s- 1, p < 0.01 vs control). Notably, the myocardium at peak-phase myocarditis also showed significantly higher pre-contrast T2* (27 ± 5 ms vs control: 16 ± 1 ms, p < 0.001), and the extent of myocardial necrosis had a strong positive correlation with T2* (r = 0.86, p < 0.001). CONCLUSIONS FE-CMR acquired at 6 h enhance detection of early stages of myocarditis before development of necrosis or fibrosis, which could potentially enable appropriate therapeutic intervention.
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Affiliation(s)
- Yuko Tada
- Department of Medicine (Cardiovascular Medicine), Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305 USA
| | - Atsushi Tachibana
- Department of Medicine (Cardiovascular Medicine), Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305 USA
| | - Shahriar Heidary
- Department of Medicine (Cardiovascular Medicine), Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305 USA
| | - Phillip C. Yang
- Department of Medicine (Cardiovascular Medicine), Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305 USA
| | - Michael V. McConnell
- Department of Medicine (Cardiovascular Medicine), Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305 USA
| | - Rajesh Dash
- Department of Medicine (Cardiovascular Medicine), Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305 USA
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A personalized computational model of edema formation in myocarditis based on long-axis biventricular MRI images. BMC Bioinformatics 2019; 20:532. [PMID: 31822264 PMCID: PMC6905016 DOI: 10.1186/s12859-019-3139-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 10/09/2019] [Indexed: 12/25/2022] Open
Abstract
Background Myocarditis is defined as the inflammation of the myocardium, i.e. the cardiac muscle. Among the reasons that lead to this disease, we may include infections caused by a virus, bacteria, protozoa, fungus, and others. One of the signs of the inflammation is the formation of edema, which may be a consequence of the interaction between interstitial fluid dynamics and immune response. This complex physiological process was mathematically modeled using a nonlinear system of partial differential equations (PDE) based on porous media approach. By combing a model based on Biot’s poroelasticity theory with a model for the immune response we developed a new hydro-mechanical model for inflammatory edema. To verify this new computational model, T2 parametric mapping obtained by Magnetic Resonance (MR) imaging was used to identify the region of edema in a patient diagnosed with unspecific myocarditis. Results A patient-specific geometrical model was created using MRI images from the patient with myocarditis. With this model, edema formation was simulated using the proposed hydro-mechanical mathematical model in a two-dimensional domain. The computer simulations allowed us to correlate spatiotemporal dynamics of representative cells of the immune systems, such as leucocytes and the pathogen, with fluid accumulation and cardiac tissue deformation. Conclusions This study demonstrates that the proposed mathematical model is a very promising tool to better understand edema formation in myocarditis. Simulations obtained from a patient-specific model reproduced important aspects related to the formation of cardiac edema, its area, position, and shape, and how these features are related to immune response.
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