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von Haehling S, Assmus B, Bekfani T, Dworatzek E, Edelmann F, Hashemi D, Hellenkamp K, Kempf T, Raake P, Schütt KA, Wachter R, Schulze PC, Hasenfuss G, Böhm M, Bauersachs J. Heart failure with preserved ejection fraction: diagnosis, risk assessment, and treatment. Clin Res Cardiol 2024; 113:1287-1305. [PMID: 38602566 PMCID: PMC11371894 DOI: 10.1007/s00392-024-02396-4] [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: 12/05/2023] [Accepted: 02/02/2024] [Indexed: 04/12/2024]
Abstract
The aetiology of heart failure with preserved ejection fraction (HFpEF) is heterogenous and overlaps with that of several comorbidities like atrial fibrillation, diabetes mellitus, chronic kidney disease, valvular heart disease, iron deficiency, or sarcopenia. The diagnosis of HFpEF involves evaluating cardiac dysfunction through imaging techniques and assessing increased left ventricular filling pressure, which can be measured directly or estimated through various proxies including natriuretic peptides. To better narrow down the differential diagnosis of HFpEF, European and American heart failure guidelines advocate the use of different algorithms including comorbidities that require diagnosis and rigorous treatment during the evaluation process. Therapeutic recommendations differ between guidelines. Whilst sodium glucose transporter 2 inhibitors have a solid evidence base, the recommendations differ with regard to the use of inhibitors of the renin-angiotensin-aldosterone axis. Unless indicated for specific comorbidities, the use of beta-blockers should be discouraged in HFpEF. The aim of this article is to provide an overview of the current state of the art in HFpEF diagnosis, clinical evaluation, and treatment.
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Affiliation(s)
- Stephan von Haehling
- Department of Cardiology and Pneumology, University of Göttingen Medical Center, Robert-Koch-Strasse 40, 37075, Göttingen, Germany.
- German Center for Cardiovascular Research (DZHK), Partner Site Göttingen, Göttingen, Germany.
| | - Birgit Assmus
- Department of Cardiology and Angiology, Universitätsklinikum Gießen und Marburg, Giessen, Germany
| | - Tarek Bekfani
- Department of Cardiology and Angiology, Universitätsklinikum Magdeburg, Magdeburg, Germany
| | - Elke Dworatzek
- Institute of Gender in Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Frank Edelmann
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
- Department of Cardiology, Angiology and Intensive Care Medicine, Deutsches Herzzentrum der Charité - Medical Heart Center of Charité and German Heart Institute Berlin, Campus Virchow-Klinikum, Berlin, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
| | - Djawid Hashemi
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
- Department of Cardiology, Angiology and Intensive Care Medicine, Deutsches Herzzentrum der Charité - Medical Heart Center of Charité and German Heart Institute Berlin, Campus Virchow-Klinikum, Berlin, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, BIH Biomedical Innovation Academy, BIH Charité Digital Clinician Scientist Program, Berlin, Germany
| | - Kristian Hellenkamp
- Department of Cardiology and Pneumology, University of Göttingen Medical Center, Robert-Koch-Strasse 40, 37075, Göttingen, Germany
| | - Tibor Kempf
- Department of Cardiology and Angiology, Hannover Medical School, Hannover, Germany
| | - Philipp Raake
- I. Medical Department, Cardiology, Pneumology, Endocrinology and Intensive Care Medicine, University Hospital Augsburg, University of Augsburg, Augsburg, Germany
| | - Katharina A Schütt
- Department of Internal Medicine I, University Hospital RWTH Aachen, Aachen, Germany
| | - Rolf Wachter
- Department of Cardiology and Pneumology, University of Göttingen Medical Center, Robert-Koch-Strasse 40, 37075, Göttingen, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Göttingen, Göttingen, Germany
- Klinik und Poliklinik für Kardiologie, Universitätsklinikum Leipzig, Leipzig, Germany
| | - Paul Christian Schulze
- Department of Internal Medicine I, Division of Cardiology, University Hospital Jena, FSU, Jena, Germany
| | - Gerd Hasenfuss
- Department of Cardiology and Pneumology, University of Göttingen Medical Center, Robert-Koch-Strasse 40, 37075, Göttingen, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Göttingen, Göttingen, Germany
| | - Michael Böhm
- Kardiologie, Angiologie und Internistische Intensivmedizin, Klinik für Innere Medizin III, Universitätsklinikum des Saarlandes, Saarland University, Homburg, Germany
| | - Johann Bauersachs
- Department of Cardiology and Angiology, Hannover Medical School, Hannover, Germany
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Tore D, Faletti R, Gaetani C, Bozzo E, Biondo A, Carisio A, Menchini F, Miccolis M, Papa FP, Trovato M, Fonio P, Gatti M. Cardiac magnetic resonance of hypertrophic heart phenotype: A review. Heliyon 2023; 9:e17336. [PMID: 37441401 PMCID: PMC10333467 DOI: 10.1016/j.heliyon.2023.e17336] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 06/05/2023] [Accepted: 06/14/2023] [Indexed: 07/15/2023] Open
Abstract
Hypertrophic heart phenotype is characterized by an abnormal left ventricular (LV) thickening. A hypertrophic phenotype can develop as adaptive response in many different conditions such as aortic stenosis, hypertension, athletic training, infiltrative heart muscle diseases, storage disorders and metabolic disorders. Hypertrophic cardiomyopathy (HCM) is the most frequent primary cardiomyopathy (CMP) and a genetical cause of cardiac hypertrophy. It requires the exclusion of any other cause of LV hypertrophy. Cardiac magnetic resonance (CMR) is a comprehensive imaging technique that allows a detailed evaluation of myocardial diseases. It provides reproducible measurements and myocardial tissue characterization. In clinical practice CMR is increasingly used to confirm the presence of ventricular hypertrophy, to detect the underlying cause of the phenotype and more recently as an efficient prognostic tool. This article aims to provide a detailed overview of the applications of CMR in the setting of hypertrophic heart phenotype and its role in the diagnostic workflow of such condition.
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Affiliation(s)
- Davide Tore
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Riccardo Faletti
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Clara Gaetani
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Elena Bozzo
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Andrea Biondo
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Andrea Carisio
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Francesca Menchini
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Maria Miccolis
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Francesco Pio Papa
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Martina Trovato
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Paolo Fonio
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Marco Gatti
- Radiology Unit, Department of Surgical Sciences, AOU Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
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Tadic M, Cuspidi C, Marwick TH. Phenotyping the hypertensive heart. Eur Heart J 2022; 43:3794-3810. [DOI: 10.1093/eurheartj/ehac393] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 06/22/2022] [Accepted: 07/05/2022] [Indexed: 12/20/2022] Open
Abstract
Abstract
Arterial hypertension remains the most frequent cardiovascular (CV) risk factor, and is responsible for a huge global burden of disease. Echocardiography is the first-line imaging method for the evaluation of cardiac damage in hypertensive patients and novel techniques, such as 2D and D speckle tracking and myocardial work, provide insight in subclinical left ventricular (LV) impairment that would not be possible to detect with conventional echocardiography. The structural, functional, and mechanical cardiac remodelling that are detected with imaging are intermediate stages in the genesis of CV events, and initiation or intensification of antihypertensive therapy in response to these findings may prevent or delay progressive remodelling and CV events. However, LV remodelling—especially LV hypertrophy—is not specific to hypertensive heart disease (HHD) and there are circumstances when other causes of hypertrophy such as athlete heart, aortic stenosis, or different cardiomyopathies need exclusion. Tissue characterization obtained by LV strain, cardiac magnetic resonance, or computed tomography might significantly help in the distinction of different LV phenotypes, as well as being sensitive to subclinical disease. Selective use of multimodality imaging may therefore improve the detection of HHD and guide treatment to avoid disease progression. The current review summarizes the advanced imaging tests that provide morphological and functional data about the hypertensive cardiac injury.
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Affiliation(s)
- Marijana Tadic
- Klinik für Innere Medizin II, Universitätsklinikum Ulm , Albert-Einstein Allee 23, 89081 Ulm , Germany
| | - Cesare Cuspidi
- Department of Medicine and Surgery, University of Milano-Bicocca , Milano 20126 , Italy
| | - Thomas H Marwick
- Baker Heart and Diabetes Institute , Melbourne, VIC 3004 , Australia
- Baker Department of Cardiometabolic Health, University of Melbourne , VIC 3004 , Australia
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Dohy Z, Szabo L, Pozsonyi Z, Csecs I, Toth A, Suhai FI, Czimbalmos C, Szucs A, Kiss AR, Becker D, Merkely B, Vago H. Potential clinical relevance of cardiac magnetic resonance to diagnose cardiac light chain amyloidosis. PLoS One 2022; 17:e0269807. [PMID: 35696411 PMCID: PMC9191721 DOI: 10.1371/journal.pone.0269807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 05/28/2022] [Indexed: 11/19/2022] Open
Abstract
Background
While patients with cardiac transthyretin amyloidosis are easily diagnosed with bone scintigraphy, the detection of cardiac light chain (AL) amyloidosis is challenging. Cardiac magnetic resonance (CMR) analyses play an essential role in the differential diagnosis of cardiomyopathies; however, limited data are available from cardiac AL-Amyloidosis. Hence, the purpose of the present study was to analyze the potential role of CMR in the detection of cardiac AL-amyloidosis.
Methods
We included 35 patients with proved cardiac AL-amyloidosis and two control groups constituted by 330 patients with hypertrophic cardiomyopathy (HCM) and 70 patients with arterial hypertension (HT), who underwent CMR examination. The phenotype and degree of left ventricular (LV) hypertrophy and the amount and pattern of late gadolinium enhancement (LGE) were evaluated. In addition, global and regional LV strain parameters were also analyzed using feature-tracking techniques. Sensitivity and specificity of several CMR parameters were analyzed in diagnosing cardiac AL-amyloidosis.
Results
The sensitivity and specificity of diffuse septal subendocardial LGE in diagnosing cardiac AL-amyloidosis was 88% and 100%, respectively. Likewise, the sensitivity and specificity of septal myocardial nulling prior to blood pool was 71% and 100%, respectively. In addition, a LV end-diastolic septal wall thickness ≥ 15 mm had an optimal diagnostic performance to differentiate cardiac AL-amyloidosis from HT (sensitivity 91%, specificity 89%). On the other hand, a reduced global LV longitudinal strain (< 15%) plus apical sparing (apex-to-base longitudinal strain > 2) had a very low sensitivity (6%) in detecting AL-Amyloidosis, but with very high specificity (100%).
Conclusions
The findings from this study suggest that CMR could have an optimal diagnostic performance in the diagnosis of cardiac AL-amyloidosis. Hence, further larger studies are warranted to validate the findings from this study.
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Affiliation(s)
- Zsofia Dohy
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Liliana Szabo
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Zoltan Pozsonyi
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
| | - Ibolya Csecs
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Attila Toth
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | | | | | - Andrea Szucs
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Anna Reka Kiss
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - David Becker
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Bela Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Hajnalka Vago
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
- * E-mail:
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Guidelines for Echocardiographic Diagnosis of Cardiomyopathy: Recommendations from Echocardiography Group of Ultrasound Medicine Branch in Chinese Medical Association, Echocardiography Committee of Cardiovascular Branch in Chinese Medical Association. ADVANCED ULTRASOUND IN DIAGNOSIS AND THERAPY 2022. [DOI: 10.37015/audt.2022.210021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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Suzuki H, Morita Y, Saito R, Tatebe S, Niihori T, Saiki Y, Yasuda S, Shimokawa H. Detection of intracellular histological abnormalities using cardiac magnetic resonance T1 mapping in patients with Danon disease: a case series. EUROPEAN HEART JOURNAL-CASE REPORTS 2021; 5:ytab145. [PMID: 34268477 PMCID: PMC8276603 DOI: 10.1093/ehjcr/ytab145] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 10/26/2020] [Accepted: 04/09/2021] [Indexed: 11/13/2022]
Abstract
Background Danon disease is an X-linked dominant disorder with defects in the lysosome-associated
membrane protein 2 (LAMP2) gene and is characterized histologically by intracellular
autophagic vacuoles in skeletal and cardiac muscles. Cardiac magnetic resonance (CMR) T1
mapping potentially allows to differentiate intracellular and extracellular cardiac
abnormalities with a combination of native T1 value and extracellular volume (ECV)
fraction. Case summary We assessed CMR T1 mapping in two Danon disease patients (a 22-year-old man and his
48-year-old mother), who had a LAMP2 c.864G>A p. Val288Val mutation, and two blood
relatives without Danon disease (his 47-year-old maternal aunt and 49-year-old father).
The male patient underwent a left ventricular (LV) assist device implantation at
15 months after the image acquisition because he was inotrope dependent (INTERMACS
profile 3) and had no noticeable psychological or musculoskeletal symptoms. His mother
was in New York Heart Association Class II with mildly reduced LV ejection fraction
(46%). The Danon group showed late gadolinium enhancement (LGE) in the anterior and
posterolateral LV walls. In the interventricular wall, where evident LGE was not noted,
the Danon group had high native T1 value, compared with the T1 value in the non-Danon
group, and normal ECV fraction. Cardiac biopsy from the interventricular wall showed
intracytoplasmic autophagic vacuoles, which are characteristics of Danon disease. Discussion This characteristic pattern of high native T1 and normal ECV fraction in the areas
without LGE, which may reflect the existence of intracytoplasmic autophagic vacuoles,
may support the differential diagnosis of Danon disease from other cardiomyopathies.
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Affiliation(s)
- Hideaki Suzuki
- Department of Cardiovascular Medicine, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai 980-8574, Japan.,Tohoku Medical Megabank Organization, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai 980-8573, Japan.,Division of Brain Sciences, Department of Medicine, Hammersmith Campus, Imperial College London, Du Cane Raod, London W12 0NN, UK
| | - Yoshiaki Morita
- Department of Diagnostic Radiology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai 980-8574, Japan.,National Cerebral and Cardiovascular Center, Suita, Japan
| | - Ryoko Saito
- Department of Anatomic Pathology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai 980-8574, Japan
| | - Shunsuke Tatebe
- Department of Cardiovascular Medicine, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai 980-8574, Japan
| | - Tetsuya Niihori
- Department of Medical Genetics, Tohoku University School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai 980-8574, Japan
| | - Yoshikatsu Saiki
- Division of Cardiovascular Surgery, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai 980-8574, Japan
| | - Satoshi Yasuda
- Department of Cardiovascular Medicine, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai 980-8574, Japan.,National Cerebral and Cardiovascular Center, Suita, Japan
| | - Hiroaki Shimokawa
- Department of Cardiovascular Medicine, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai 980-8574, Japan.,Graduate School of Medicine, International University of Health and Welfare, Kozunomori 4-3, Narita 286-8686, Japan
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Jian Z, Wang X, Zhang J, Wang X, Deng Y. Diagnosis of left ventricular hypertrophy using convolutional neural network. BMC Med Inform Decis Mak 2020; 20:243. [PMID: 32977795 PMCID: PMC7517695 DOI: 10.1186/s12911-020-01255-2] [Citation(s) in RCA: 3] [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: 03/20/2020] [Accepted: 09/09/2020] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Clinically, doctors obtain the left ventricular posterior wall thickness (LVPWT) mainly by observing ultrasonic echocardiographic video stream to capture a single frame of images with diagnostic significance, and then mark two key points on both sides of the posterior wall of the left ventricle with their own experience for computer measurement. In the actual measurement, the doctor's selection point is subjective, and difficult to accurately locate the edge, which will bring errors to the measurement results. METHODS In this paper, a convolutional neural network model of left ventricular posterior wall positioning was built under the TensorFlow framework, and the target region images were obtained after the positioning results were processed by non-local mean filtering and opening operation. Then the edge detection algorithm based on threshold segmentation is used. After the contour was extracted by adjusting the segmentation threshold through prior analysis and the OTSU algorithm, the design algorithm completed the computer selection point measurement of the thickness of the posterior wall of the left ventricle. RESULTS The proposed method can effectively extract the left ventricular posterior wall contour and measure its thickness. The experimental results show that the relative error between the measurement result and the hospital measurement value is less than 15%, which is less than 20% of the acceptable repeatability error in clinical practice. CONCLUSIONS Therefore, the measurement method proposed in this paper has the advantages of less manual intervention, and the processing method is reasonable and has practical value.
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Affiliation(s)
- Zini Jian
- Electronic Information School, Wuhan University, Wuhan, P.R. China
| | - Xianpei Wang
- Electronic Information School, Wuhan University, Wuhan, P.R. China.
| | - Jingzhe Zhang
- Electronic Information School, Wuhan University, Wuhan, P.R. China
| | - Xinyu Wang
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, P.R. China
| | - Youbin Deng
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, P.R. China
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Wang TKM, Abou Hassan OK, Jaber W, Xu B. Multi-modality imaging of cardiac amyloidosis: Contemporary update. World J Radiol 2020; 12:87-100. [PMID: 32742575 PMCID: PMC7364284 DOI: 10.4329/wjr.v12.i6.87] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 05/13/2020] [Accepted: 06/02/2020] [Indexed: 02/06/2023] Open
Abstract
Cardiac amyloidosis is a heterogeneous and challenging diagnostic disease with poor prognosis that is now being altered by introduction of new therapies. Echocardiography remains the first-line imaging tool, and when disease is suspected on echocardiography, cardiac magnetic resonance imaging and nuclear imaging play critical roles in the non-invasive diagnosis and evaluation of cardiac amyloidosis. Advances in multi-modality cardiac imaging allowing earlier diagnosis and initiation of novel therapies have significantly improved the outcomes in these patients. Cardiac imaging also plays important roles in the risk stratification of patients presenting with cardiac amyloidosis. In the current review, we provide a clinical and imaging focused update, and importantly outline the imaging protocols, diagnostic and prognostic utility of multimodality cardiac imaging in the assessment of cardiac amyloidosis.
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Affiliation(s)
- Tom Kai Ming Wang
- Section of Cardiovascular Imaging, Robert and Suzanne Tomsich Department of Cardiovascular Medicine, Sydell and Arnold Miller Family Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH 44195, United States
| | - Ossama K Abou Hassan
- Section of Cardiovascular Imaging, Robert and Suzanne Tomsich Department of Cardiovascular Medicine, Sydell and Arnold Miller Family Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH 44195, United States
| | - Wael Jaber
- Section of Cardiovascular Imaging, Robert and Suzanne Tomsich Department of Cardiovascular Medicine, Sydell and Arnold Miller Family Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH 44195, United States
| | - Bo Xu
- Section of Cardiovascular Imaging, Robert and Suzanne Tomsich Department of Cardiovascular Medicine, Sydell and Arnold Miller Family Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH 44195, United States
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