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Jaber M, Armand A, Rochette E, Monzy S, Greze V, Kanold J, Merlin E, Paysal J, Nottin S. Anthracycline-induced cardiotoxicity on regional myocardial work and left ventricular mechanical dispersion in adolescents and young adults in post-lymphoma remission. Cancer Med 2024; 13:e6857. [PMID: 38204211 PMCID: PMC10904967 DOI: 10.1002/cam4.6857] [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: 08/31/2023] [Revised: 11/28/2023] [Accepted: 12/10/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Myocardial work (MW) is a new echocardiographic tool with a high sensitivity to detect early and subtle alterations of myocardial function. We aimed to evaluate the late effects of anthracyclines by assessing the global and segmental MW and intraventricular mechanical dispersion from speckle tracking echocardiography in childhood lymphoma survivors (CLS). METHODS Thirty-one young adults including CLS and age-matched healthy controls were enrolled. All underwent echocardiography including an evaluation of left ventricular (LV) morphology and regional function. We assessed LV longitudinal (differentiating sub-endocardial and sub-epicardial layers), circumferential strains and twist, global and regional MW index (MWI). LV mechanical dispersion was assessed from the time dispersion of LV longitudinal strain, from myocardial wasted work (MWW) and myocardial work efficiency (MWE). RESULTS The longitudinal strains both at the level of the sub-endocardium and sub-epicardium were reduced in CLS compared to controls. The global MWI was also decreased (1668 ± 266 vs 1870 ± 264%.mmHg in CLS patients and controls, respectively, p < 0.05), especially on the apical segments. An increase of LV intraventricular mechanical dispersion was observed in CLS. MWW and MWE remained unchanged compared to controls. CONCLUSION Our results strongly support that cardiac remodeling is observed in CLS, characterized by a decrease in MW and an increase in LV mechanical dispersion. The apex is specifically altered, but its clinical significance remains uncertain. MW as a complement to strain seems interesting in cancer survivors to detect myocardial dysfunction at early stage and adapt their follow-up.
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Affiliation(s)
- Mohamed Jaber
- CHU Clermont‐Ferrand, Pédiatrie GénéraleClermont‐FerrandFrance
| | - Alexandre Armand
- CHU de Clermont‐Ferrand, Service Hématologie Oncologie PédiatriqueClermont‐FerrandFrance
| | - Emmanuelle Rochette
- CHU Clermont‐Ferrand, Pédiatrie GénéraleClermont‐FerrandFrance
- Université Clermont Auvergne, INSERMCIC 1405, CRECHE UnitClermont‐FerrandFrance
| | - Severine Monzy
- Cardiologue libéral, Pôle Santé RépubliqueClermont‐FerrandFrance
| | - Victoria Greze
- CHU de Clermont‐Ferrand, Service Hématologie Oncologie PédiatriqueClermont‐FerrandFrance
- Université Clermont Auvergne, INSERMCIC 1405, CRECHE UnitClermont‐FerrandFrance
| | - Justyna Kanold
- CHU de Clermont‐Ferrand, Service Hématologie Oncologie PédiatriqueClermont‐FerrandFrance
- Université Clermont Auvergne, INSERMCIC 1405, CRECHE UnitClermont‐FerrandFrance
| | - Etienne Merlin
- CHU Clermont‐Ferrand, Pédiatrie GénéraleClermont‐FerrandFrance
- CHU de Clermont‐Ferrand, Service Hématologie Oncologie PédiatriqueClermont‐FerrandFrance
| | - Justine Paysal
- CHU de Clermont‐Ferrand, Service Hématologie Oncologie PédiatriqueClermont‐FerrandFrance
- CHU Clermont‐Ferrand, Néonatologie et Réanimation PédiatriqueClermont‐FerrandFrance
| | - Stéphane Nottin
- Laboratory of Cardiovascular Adaptations to ExerciseAvignonFrance
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Yamaguchi N, Kosaka Y, Haga A, Sata M, Kusunose K. Artificial intelligence-assisted interpretation of systolic function by echocardiogram. Open Heart 2023; 10:e002287. [PMID: 37460267 DOI: 10.1136/openhrt-2023-002287] [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: 02/21/2023] [Accepted: 06/30/2023] [Indexed: 07/20/2023] Open
Abstract
OBJECTIVE Precise and reliable echocardiographic assessment of left ventricular ejection fraction (LVEF) is needed for clinical decision-making. Recently, artificial intelligence (AI) models have been developed to estimate LVEF accurately. The aim of this study was to evaluate whether an AI model could estimate an expert read of LVEF and reduce the interinstitutional variability of level 1 readers with the AI-LVEF displayed on the echocardiographic screen. METHODS This prospective, multicentre echocardiographic study was conducted by five cardiologists of level 1 echocardiographic skill (minimum level of competency to interpret images) from different hospitals. Protocol 1: Visual LVEFs for the 48 cases were measured without input from the AI-LVEF. Protocol 2: the 48 cases were again shown to all readers with inclusion of AI-LVEF data. To assess the concordance and accuracy with or without AI-LVEF, each visual LVEF measurement was compared with an average of the estimates by five expert readers as a reference. RESULTS A good correlation was found between AI-LVEF and reference LVEF (r=0.90, p<0.001) from the expert readers. For the classification LVEF, the area under the curve was 0.95 on heart failure with preserved EF and 0.96 on heart failure reduced EF. For the precision, the SD was reduced from 6.1±2.3 to 2.5±0.9 (p<0.001) with AI-LVEF. For the accuracy, the root-mean squared error was improved from 7.5±3.1 to 5.6±3.2 (p=0.004) with AI-LVEF. CONCLUSIONS AI can assist with the interpretation of systolic function on an echocardiogram for level 1 readers from different institutions.
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Affiliation(s)
- Natsumi Yamaguchi
- Department of Cardiovascular Medicine, Tokushima University Hospital, Tokushima, Japan
| | - Yoshitaka Kosaka
- Department of Cardiovascular Medicine, Tokushima University Hospital, Tokushima, Japan
| | - Akihiko Haga
- Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan
| | - Masataka Sata
- Department of Cardiovascular Medicine, Tokushima University Hospital, Tokushima, Japan
| | - Kenya Kusunose
- Department of Cardiovascular Medicine, Nephrology, and Neurology, University of the Ryukyus, Okinawa, Japan
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Li VWY, So EKF, Wong WHS, Cheung YF. Myocardial Deformation Imaging by Speckle Tracking Echocardiography for Assessment of Cardiotoxicity in Children During and After Chemotherapy: A Systematic Review and Meta-analysis. J Am Soc Echocardiogr 2022; 35:629-656. [PMID: 35149208 DOI: 10.1016/j.echo.2022.01.017] [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: 05/05/2021] [Revised: 01/24/2022] [Accepted: 01/26/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND Childhood cancer patients and childhood cancer survivors (CCS) are at risk of developing chemotherapy-induced cardiomyopathy. Myocardial deformation imaging has shown potential in the early detection of subclinical myocardial damage with implications on therapeutic interventions and improvement of outcomes. We aimed to perform a systemic review and meta-analysis of literature on the assessment of left (LV) and right ventricular (RV) myocardial deformation by speckle tracking echocardiography (STE) at rest and during stress in childhood cancer patients during and in survivors after chemotherapy. METHODS A systematic review was performed through searching MEDLINE, Embase, Cumulative Index to Nursing and Allied Health Literature, Cochrane Central Register of Controlled Trials, and Scopus. Search hedges were created to cover the concepts of childhood cancer, chemotherapy, radiotherapy, anthracycline, cardiotoxicity, speckle tracking, myocardial strain, and myocardial deformation. Two independent investigators reviewed the eligibility of the articles for inclusion. Weighted mean difference in ventricular strain between pre-and post-chemotherapy treatment and that between long-term CCS and healthy subjects were estimated by random-effect models with 95% confidence intervals. Heterogeneity and publication bias were assessed by I2 statistics and Egger test, respectively. RESULTS Of the total of 8703 records initially identified, 42 studies with a total of 430 childhood cancer patients were included. Of these 42 studies that showed heterogeneities, 9 assessed early myocardial injury during chemotherapy, 30 assessed late myocardial injury after chemotherapy with no publication bias, and 3 studied myocardial mechanics during stress. The main findings were 1) impairment of LV systolic deformation in childhood cancer patients during the initial treatment phase and among long-term CCS, while data on changes in RV deformation are limited and inconclusive, 2) the predictive value of early reduction of myocardial strain imaging in forecasting subsequent development of cardiotoxicity is unknown as it has not been studied, 3) limited data suggest possibility of impaired LV contractile mechanics during stress in CCS, and 4) cumulative anthracycline dose and chest-directed radiotherapy are consistently identified as factors associated with impaired myocardial deformation.results CONCLUSIONS: Myocardial strain imaging by STE unveils early evidence of myocardial injury in childhood cancer patients and long-term CCS. To support its adoption for clinical use, more data are required for the better understating of myocardial deformation parameters in the risk stratification of childhood cancer patients and prediction of development of cardiomyopathy among CCS.
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Affiliation(s)
- Vivian Wing-Yi Li
- Department of Paediatrics and Adolescent Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Edwina Kam-Fung So
- Department of Paediatrics and Adolescent Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Wilfred Hing-Sang Wong
- Department of Paediatrics and Adolescent Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Yiu-Fai Cheung
- Department of Paediatrics and Adolescent Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China.
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Amedro P, Vincenti M, Abassi H, Lanot N, De La Villeon G, Guillaumont S, Gamon L, Mura T, Lopez-Perrin K, Haouy S, Sirvent A, Cazorla O, Vergely L, Lacampagne A, Avesani M, Sirvent N, Saumet L. Use of speckle tracking echocardiography to detect late anthracycline-induced cardiotoxicity in childhood cancer: A prospective controlled cross-sectional study. Int J Cardiol 2022; 354:75-83. [DOI: 10.1016/j.ijcard.2022.02.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 01/09/2022] [Accepted: 02/10/2022] [Indexed: 01/10/2023]
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Pourier MS, Dull MM, Weijers G, Loonen J, Bellersen L, de Korte CL, Kapusta L, Mavinkurve-Groothuis AMC. Left ventricular dyssynchrony in long-term childhood cancer survivors treated with anthracyclines: a retrospective cross-sectional study. Int J Cardiovasc Imaging 2021; 37:3469-3475. [PMID: 34357522 PMCID: PMC8604879 DOI: 10.1007/s10554-021-02347-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 07/08/2021] [Indexed: 11/16/2022]
Abstract
The purpose of this study was to investigate left ventricular contraction patterns in asymptomatic Childhood cancer survivors (CCS) using two-dimensional speckle tracking echocardiography (2DSTE). Left ventricular longitudinal and circumferential myocardial parameters were assessed using 2DSTE, in asymptomatic CCS and age matched healthy controls. Time to peak (T2P) systolic strain was quantified. Dyssynchrony index (DI) was measured by calculating the standard deviation of T2P systolic strain of six segments in each view. Difference between T2P systolic longitudinal strain of septal and lateral wall was also assessed as a parameter for dyssynchrony. We included 115 CCS with a median age of 17.2 years (range 5.6–39.5) and a median follow up of 11.3 years (range 4.9–29.5) and 119 controls. Conventional echocardiographic parameters and global longitudinal strain were significantly decreased in CCS compared to controls (p < 0.01 and p = 0.02, respectively). Dyssynchrony index did not differ between CCS and controls. There was a clinically insignificant smaller absolute difference between T2P systolic longitudinal of septal and lateral wall in CCS compared to controls. We showed no difference in longitudinal or circumferential left ventricular dyssynchrony in CCS compared to controls using 2DSTE. Future research should focus on assessing dyssynchrony in more segments and a larger CCS population, using both 2D and 3DSTE.
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Affiliation(s)
- Milanthy S Pourier
- Department of Pediatrics, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands. .,Department of Radiology and Nuclear Medicine, Medical UltraSound Imaging Centre (MUSIC), Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Myrthe M Dull
- Department of Pediatrics, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Gert Weijers
- Department of Radiology and Nuclear Medicine, Medical UltraSound Imaging Centre (MUSIC), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jacqueline Loonen
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Louise Bellersen
- Department of Cardiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Chris L de Korte
- Department of Radiology and Nuclear Medicine, Medical UltraSound Imaging Centre (MUSIC), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Livia Kapusta
- Pediatric Cardiology Unit, Tel-Aviv Sourasky Medical Center, Tel Aviv University, Sackler School of Medicine, Tel Aviv, Israel.,Department of Pediatric Cardiology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands
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Lee C, Maan A, Singh JP, Fradley MG. Arrhythmias and device therapies in patients with cancer therapy-induced cardiomyopathy. Heart Rhythm 2021; 18:1223-1229. [PMID: 33640446 DOI: 10.1016/j.hrthm.2021.02.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 02/08/2021] [Accepted: 02/22/2021] [Indexed: 11/30/2022]
Abstract
Our knowledge of associated cardiotoxicities from novel therapeutics in oncology continues to expand. These include arrhythmias from cancer-therapy induced cardiomyopathy resulting from both direct and indirect effects on cardiomyocytes and other mechanisms that can adversely impact cardiovascular outcomes and overall mortality. In this review, we focus on both the arrhythmias of various classes of oncologic agents as well as the use of cardiac implantable electronic devices (cardioverter-defibrillators, permanent pacemakers, and cardiac resynchronization therapy) in cardio-oncology patients.
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Affiliation(s)
- Charlotte Lee
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Abhishek Maan
- Department of Cardiac Electrophysiology, The Mount Sinai Hospital, New York, New York
| | - Jagmeet P Singh
- Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston, Massachusetts
| | - Michael G Fradley
- Cardio-Oncology Center of Excellence, Division of Cardiology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania.
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3D echocardiography, arterial stiffness, and biomarkers in early diagnosis and prediction of CHOP-induced cardiotoxicity in non-Hodgkin's lymphoma. Sci Rep 2020; 10:18473. [PMID: 33116212 PMCID: PMC7595195 DOI: 10.1038/s41598-020-75043-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 10/07/2020] [Indexed: 12/13/2022] Open
Abstract
CHOP (cyclophosphamide, doxorubicin, vincristine, prednisone) represents standard chemotherapy in non-Hodgkin's lymphoma (NHL) with risk of cardiotoxicity. To define new parameters, such as 3D myocardial deformation, arterial stiffness, and biomarkers for early diagnosis and prediction of cardiotoxicity. 110 NHL patients with LVEF > 50%, scheduled for CHOP, were evaluated at baseline, after third cycle and chemotherapy completion. 3DE assessed LVEF and myocardial deformation: longitudinal (LS), radial, circumferential, area strain. Echo-tracking analysed arterial stiffness: PWV, β index, wave intensity. Troponin I and NT-pro-BNP were measured. After chemotherapy completion, 18 patients (16%) (group I) developed cardiotoxicity (LVEF decrease < 50%, with > 10% from baseline); 92 patients (group II) did not. Significant reduction of 3D LV deformation and increase of arterial stiffness developed starting with third cycle, with greater changes in group I. LS reduction and PWV increase after third cycle were the best independent predictors for LVEF decrease; the association of LS decrease by > 19% and PWV increase by > 27% after third cycle predicted cardiotoxicity after chemotherapy completion (90% sensitivity and 81% specificity). 3D LS and PWV can detect early chemotherapy-induced cardiotoxicity and predict LVEF decline. These parameters should be incorporated in clinical protocols to monitor cardiovascular function during chemotherapy and early intervention.
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Abstract
PURPOSE OF REVIEW Recent development in artificial intelligence (AI) for cardiovascular imaging analysis, involving deep learning, is the start of a new phase in the research field. We review the current state of AI in cardiovascular field and discuss about its potential to improve clinical workflows and accuracy of diagnosis. RECENT FINDINGS In the AI cardiovascular imaging field, there are many applications involving efficient image reconstruction, patient triage, and support for clinical decisions. These tools have a role to support repetitive clinical tasks. Although they will be powerful in some situations, these applications may have new potential in the hands of echo cardiologists, assisting but not replacing the human observer. We believe AI has the potential to improve the quality of echocardiography. Someday AI may be incorporated into the daily clinical setting, being an instrumental tool for cardiologists dealing with cardiovascular diseases.
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Affiliation(s)
- Kenya Kusunose
- Department of Cardiovascular Medicine, Tokushima University Hospital, 2-50-1 Kuramoto, Tokushima, Japan.
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Cadeddu Dessalvi C, Pepe A, Penna C, Gimelli A, Madonna R, Mele D, Monte I, Novo G, Nugara C, Zito C, Moslehi JJ, de Boer RA, Lyon AR, Tocchetti CG, Mercuro G. Sex differences in anthracycline-induced cardiotoxicity: the benefits of estrogens. Heart Fail Rev 2020; 24:915-925. [PMID: 31256318 DOI: 10.1007/s10741-019-09820-2] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Anthracyclines are the cornerstone for many oncologic treatments, but their cardiotoxicity has been recognized for several decades. Female subjects, especially before puberty and adolescence, or after menopause, seem to be more at increased risk, with the prognostic impact of this sex issue being less consistent compared to other cardiovascular risk factors. Several studies imply that sex differences could depend on the lack of the protective effect of sex hormones against the anthracycline-initiated damage in cardiac cells, or on differential mitochondria-related oxidative gene expression. This is also reflected by the results obtained with different diagnostic methods, such as cardiovascular biomarkers and imaging techniques (echocardiography, magnetic resonance, and nuclear medicine) in the diagnosis and monitoring of cardiotoxicity, confirming that sex differences exist. The same is true about protective strategies from anthracycline cardiotoxicity. Indeed, first studied to withstand oxidative damage in response to ischemia/reperfusion (I/R) injury, cardioprotection has different outcomes in men and women. A number of studies assessed the differences in I/R response between male and female hearts, with oxidative stress and apoptosis being shared mechanisms between the I/R and anthracyclines heart damage. Sex hormones can modulate these mechanisms, thus confirming their importance in the pathophysiology in cardioprotection not only from the ischemia/reperfusion damage, but also from anthracyclines, fueling further cardio-oncologic research on the topic.
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Affiliation(s)
| | - Alessia Pepe
- Magnetic Resonance Imaging Unit, Fondazione G. Monasterio C.N.R.- Regione Toscana, Pisa, Italy
| | - Claudia Penna
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
| | - Alessia Gimelli
- Nuclear Medicine Unit, Fondazione G. Monasterio C.N.R.- Regione Toscana, Pisa, Italy
| | - Rosalinda Madonna
- Center of Aging Sciences and Translational Medicine - CESI-MeT, "G. d'Annunzio" University, Chieti, Italy
| | - Donato Mele
- Cardiology Unit, Emergency Department, University Hospital of Ferrara, Ferrara, Italy
| | - Ines Monte
- Department of General Surgery and Medical-Surgery Specialities- Cardiology, University of Catania, Catania, Italy
| | - Giuseppina Novo
- Department of Cardiology, University of Palermo, Palermo, Italy
| | - Cinzia Nugara
- Department of Cardiology, University of Palermo, Palermo, Italy
| | - Concetta Zito
- Department of Clinical and Experimental Medicine - Cardiology, University of Messina, Messina, Italy
| | - Javid J Moslehi
- Vanderbilt Ingram Cancer Center, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Rudolf A de Boer
- University Medical Center Groningen, Department of Cardiology, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | | | - Carlo Gabriele Tocchetti
- Department of Translational Medical Sciences, Federico II University, Naples, Italy. .,Interdepartmental Center for Clinical and Translational Research (CIRCET), Federico II University, Naples, Italy.
| | - Giuseppe Mercuro
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
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Coutinho Cruz M, Moura Branco L, Portugal G, Galrinho A, Timóteo AT, Rio P, Ilhão Moreira R, Mendonça T, Leal A, Gameiro F, Duarte Oliveira S, Luz R, Cruz Ferreira R. Three-dimensional speckle-tracking echocardiography for the global and regional assessments of left ventricle myocardial deformation in breast cancer patients treated with anthracyclines. Clin Res Cardiol 2019; 109:673-684. [DOI: 10.1007/s00392-019-01556-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2019] [Accepted: 09/17/2019] [Indexed: 12/17/2022]
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Li H, Liu C, Zhang G, Wang C, Sun P, Du G, Tian J. The early alteration of left ventricular strain and dys‐synchrony index in breast cancer patients undergoing anthracycline therapy using layer‐specific strain analysis. Echocardiography 2019; 36:1675-1681. [PMID: 31454106 DOI: 10.1111/echo.14460] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 07/30/2019] [Indexed: 11/29/2022] Open
Affiliation(s)
- Hairu Li
- Department of Ultrasound The Second Affiliated Hospital of Harbin Medical University Harbin China
- Key Laboratories of Myocardial Ischemia Mechanism and Treatment Ministry of Education Harbin Medical University Harbin China
| | - Cong Liu
- Department of Ultrasound The Second Affiliated Hospital of Harbin Medical University Harbin China
| | - Ge Zhang
- Department of Ultrasound The Second Affiliated Hospital of Harbin Medical University Harbin China
| | - Chao Wang
- Department of Ultrasound The Second Affiliated Hospital of Harbin Medical University Harbin China
- Key Laboratories of Myocardial Ischemia Mechanism and Treatment Ministry of Education Harbin Medical University Harbin China
| | - Ping Sun
- Department of Ultrasound The Second Affiliated Hospital of Harbin Medical University Harbin China
- Key Laboratories of Myocardial Ischemia Mechanism and Treatment Ministry of Education Harbin Medical University Harbin China
| | - Guoqing Du
- Department of Ultrasound The Second Affiliated Hospital of Harbin Medical University Harbin China
- Key Laboratories of Myocardial Ischemia Mechanism and Treatment Ministry of Education Harbin Medical University Harbin China
| | - Jiawei Tian
- Department of Ultrasound The Second Affiliated Hospital of Harbin Medical University Harbin China
- Key Laboratories of Myocardial Ischemia Mechanism and Treatment Ministry of Education Harbin Medical University Harbin China
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Abstract
Echocardiography has a central role in the diagnosis and management of cardiovascular disease. Precise and reliable echocardiographic assessment is required for clinical decision-making. Even if the development of new technologies (3-dimentional echocardiography, speckle-tracking, semi-automated analysis, etc.), the final decision on analysis is strongly dependent on operator experience. Diagnostic errors are a major unresolved problem. Moreover, not only can cardiologists differ from one another in image interpretation, but also the same observer may come to different findings when a reading is repeated. Daily high workloads in clinical practice may lead to this error, and all cardiologists require precise perception in this field. Artificial intelligence (AI) has the potential to improve analysis and interpretation of medical images to a new stage compared with previous algorithms. From our comprehensive review, we believe AI has the potential to improve accuracy of diagnosis, clinical management, and patient care. Although there are several concerns about the required large dataset and "black box" algorithm, AI can provide satisfactory results in this field. In the future, it will be necessary for cardiologists to adapt their daily practice to incorporate AI in this new stage of echocardiography.
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Affiliation(s)
- Kenya Kusunose
- Department of Cardiovascular Medicine, Tokushima University Hospital
| | - Akihiro Haga
- Department of Medical Image Informatics, Graduate School of Biomedical Sciences, Tokushima University
| | - Takashi Abe
- Department of Radiology, Graduate School of Biomedical Sciences, Tokushima University
| | - Masataka Sata
- Department of Cardiovascular Medicine, Tokushima University Hospital
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Abstract
PURPOSE OF REVIEW The anthracycline (AC) group of drugs is widely used for cancer chemotherapy and has improved outcomes in many childhood malignancies. However, cardiovascular complications are major causes of morbidity and mortality in AC recipients, with the greatest risk factor being a higher cumulative dosage. The purpose of this review is to describe the etio-pathogenesis and risk factors of AC induced cardiotoxicity, with emphasis on currently available and emerging modalities of non-invasive imaging in its surveillance, and to review guidelines on its prevention and treatment. RECENT FINDINGS Presently, ejection fraction and shortening fraction derived from two-dimensional echocardiography are the most widely used parameter for monitoring of cardiac function in childhood cancer survivors. The newer speckle tracking echocardiography has shown potential to detect abnormalities in ventricular function prior to the conventional measures such as ejection fraction and shortening fraction. When available, three-dimensional echocardiography should be used as it allows for more accurate estimation of ejection fraction. Newer magnetic resonance imaging (MRI) techniques, such as delayed enhancement and T1 mapping, are useful adjuncts for cardiac evaluation in cancer survivors, especially in patients with poor echocardiographic windows. Early detection and management of cardiovascular diseases is one of the major goals in the long-term follow-up of childhood cancer survivors. In addition to conventional two-dimensional echocardiography, newer techniques such as speckle tracking echocardiography and three-dimensional echocardiography should be incorporated due to its ability to detect early changes in anthracycline-induced cardiotoxicity. However further research are needed to guide changes in management due to abnormalities in speckle tracking echocardiography.
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Xu Y, Shi J, Zhao R, Zhang C, He Y, Lin J, Zhang Q, Shu X, Cheng L. Anthracycline induced inconsistent left ventricular segmental systolic function variation in patients with lymphoma detected by three-dimensional speckle tracking imaging. Int J Cardiovasc Imaging 2019; 35:771-779. [DOI: 10.1007/s10554-018-1510-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 11/24/2018] [Indexed: 01/08/2023]
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15
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Melo MDTD, Salemi VMC. Usefulness of Myocardial Deformation Indices in Preventing Cardiotoxicity in Breast Cancer Patients. Arq Bras Cardiol 2019; 112:57-58. [PMID: 30673016 PMCID: PMC6317626 DOI: 10.5935/abc.20190009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Marcelo Dantas Tavares de Melo
- Instituto do Coração (InCor) do Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP - Brazil
| | - Vera Maria Cury Salemi
- Instituto do Coração (InCor) do Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP - Brazil
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16
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Reduced variability of visual left ventricular ejection fraction assessment with reference images: The Japanese Association of Young Echocardiography Fellows multicenter study. J Cardiol 2018; 72:74-80. [DOI: 10.1016/j.jjcc.2018.01.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Revised: 12/20/2017] [Accepted: 01/06/2018] [Indexed: 12/16/2022]
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Use of speckle tracking in the evaluation of late subclinical myocardial damage in survivors of childhood acute leukaemia. Int J Cardiovasc Imaging 2018; 34:1373-1381. [DOI: 10.1007/s10554-018-1346-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Accepted: 03/28/2018] [Indexed: 12/17/2022]
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Zhang KW, Finkelman BS, Gulati G, Narayan HK, Upshaw J, Narayan V, Plappert T, Englefield V, Smith AM, Zhang C, Hundley WG, Ky B. Abnormalities in 3-Dimensional Left Ventricular Mechanics With Anthracycline Chemotherapy Are Associated With Systolic and Diastolic Dysfunction. JACC Cardiovasc Imaging 2018; 11:1059-1068. [PMID: 29550306 DOI: 10.1016/j.jcmg.2018.01.015] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 01/02/2018] [Accepted: 01/04/2018] [Indexed: 12/20/2022]
Abstract
OBJECTIVES The objective of this study was to evaluate the changes in three-dimensional (3D) speckle-tracking echocardiography-derived measures of mechanics and their associations with systolic and diastolic dysfunction after anthracyclines. BACKGROUND An improved understanding of the changes in 3D cardiac mechanics with anthracyclines may provide important mechanistic insight and identify new metrics to detect cardiac dysfunction. METHODS A total of 142 women with breast cancer receiving doxorubicin (240 mg/m2) with or without trastuzumab underwent 3D speckle-tracking echocardiography at standardized intervals prior to, during, and annually after chemotherapy. Left ventricular ejection fraction (LVEF), global circumferential strain (GCS), global longitudinal strain (GLS), principal strain, twist, and torsion were quantified. Linear regression analyses defined the associations between clinical factors and 3D parameters. Linear regression models with cluster robust variance estimators determined the associations between 3D measures and 2-dimensional (2D) LVEF and Doppler-derived E/e' over time. RESULTS There were significant abnormalities in 3D LVEF, GCS, GLS, and principal strain post-doxorubicin compared with control subjects (p < 0.001). The 3D parameters worsened post-anthracyclines, and only partially recovered to baseline over a median of 2.1 years (interquartile range: 1 to 4 years). Higher blood pressure and body mass index were associated with worse post-anthracycline 3D GCS and GLS, respectively. All 3D measures were associated with 2D LVEF at the same visit; only 3D LVEF, GCS, GLS, and principal strain were associated with 2D LVEF at subsequent visits (p < 0.05). In exploratory analyses, 3D LVEF and GCS were associated with subsequent systolic function independent of their corresponding 2D measures. The 3D LVEF, GCS, principal strain, and twist were significantly associated with concurrent, but not subsequent, E/e'. CONCLUSIONS Anthracyclines result in early and persistent abnormalities in 3D mechanics. The 3D LVEF and strain measures are associated with concurrent and subsequent systolic dysfunction, and concurrent diastolic dysfunction. Future research is needed to define the mechanisms and clinical relevance of abnormal 3D mechanics.
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Affiliation(s)
- Kathleen W Zhang
- Division of Cardiology, Barnes-Jewish Hospital, St. Louis, Missouri
| | - Brian S Finkelman
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Gaurav Gulati
- Division of Cardiology, Tufts Medical Center, Boston, Massachusetts
| | - Hari K Narayan
- Department of Pediatrics, Division of Cardiology, Rady Children's Hospital San Diego, The University of California-San Diego, San Diego, California
| | - Jenica Upshaw
- Division of Cardiology, Tufts Medical Center, Boston, Massachusetts
| | - Vivek Narayan
- Division of Hematology and Oncology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ted Plappert
- Penn Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Virginia Englefield
- Penn Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Amanda M Smith
- Penn Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Carina Zhang
- Penn Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - W Gregory Hundley
- Division of Cardiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Bonnie Ky
- Penn Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania; Center for Epidemiology and Biostatistics, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania.
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