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Qin Y, Qin X, Zhang J, Guo X. Artificial intelligence: The future for multimodality imaging of right ventricle. Int J Cardiol 2024; 404:131970. [PMID: 38490268 DOI: 10.1016/j.ijcard.2024.131970] [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: 11/26/2023] [Revised: 03/05/2024] [Accepted: 03/12/2024] [Indexed: 03/17/2024]
Abstract
The crucial pathophysiological and prognostic roles of the right ventricle in various diseases have been well-established. Nonetheless, conventional cardiovascular imaging modalities are frequently associated with intrinsic limitations when evaluating right ventricular (RV) morphology and function. The integration of artificial intelligence (AI) in multimodality imaging presents a promising avenue to circumvent these obstacles, paving the way for future fully automated imaging paradigms. This review aimed to address the current challenges faced by clinicians and researchers in integrating RV imaging and AI technology, to provide a comprehensive overview of the current applications of AI in RV imaging, and to offer insights into future directions, opportunities, and potential challenges in this rapidly advancing field.
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Affiliation(s)
- Yuhan Qin
- Department of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Xiaohan Qin
- Department of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Jing Zhang
- Department of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Xiaoxiao Guo
- Department of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China.
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Lopez L, Saurers DL, Barker PCA, Cohen MS, Colan SD, Dwyer J, Forsha D, Friedberg MK, Lai WW, Printz BF, Sachdeva R, Soni-Patel NR, Truong DT, Young LT, Altman CA. Guidelines for Performing a Comprehensive Pediatric Transthoracic Echocardiogram: Recommendations From the American Society of Echocardiography. J Am Soc Echocardiogr 2024; 37:119-170. [PMID: 38309834 DOI: 10.1016/j.echo.2023.11.015] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2024]
Abstract
Echocardiography is a fundamental component of pediatric cardiology, and appropriate indications have been established for its use in the setting of suspected, congenital, or acquired heart disease in children. Since the publication of guidelines for pediatric transthoracic echocardiography in 2006 and 2010, advances in knowledge and technology have expanded the scope of practice beyond the use of traditional modalities such as two-dimensional, M-mode, and Doppler echocardiography to evaluate the cardiac segmental structures and their function. Adjunct modalities such as contrast, three-dimensional, and speckle-tracking echocardiography are now used routinely at many pediatric centers. Guidelines and recommendations for the use of traditional and newer adjunct modalities in children are described in detail in this document. In addition, suggested protocols related to standard operations, infection control, sedation, and quality assurance and improvement are included to provide an organizational structure for centers performing pediatric transthoracic echocardiograms.
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Affiliation(s)
- Leo Lopez
- Department of Pediatrics Cardiology, Stanford University School of Medicine and Lucile Packard Children's Hospital Stanford, Palo Alto, California.
| | - Daniel L Saurers
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Piers C A Barker
- Duke Children's Hospital & Health Center, Duke University, Durham, North Carolina
| | - Meryl S Cohen
- Cardiac Center and Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Steven D Colan
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts
| | - Jeanine Dwyer
- Pediatric Heart Institute, Children's Hospital Colorado, Aurora, Colorado
| | - Daniel Forsha
- Ward Family Heart Center, Children's Mercy Kansas City Hospital, Kansas City, Missouri
| | - Mark K Friedberg
- Labatt Family Heart Centre, Division of Cardiology, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada
| | - Wyman W Lai
- Division of Pediatric Cardiology, University of California School of Medicine, Irvine, California; Department of Pediatrics, Children's Hospital of Orange County, Orange, California
| | - Beth F Printz
- Rady Children's Hospital San Diego and University of California, San Diego, San Diego, California
| | - Ritu Sachdeva
- Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, Georgia
| | - Neha R Soni-Patel
- Pediatric & Adult Congenital Heart Center, Cleveland Clinic Children's Hospital, Cleveland, Ohio
| | - Dongngan T Truong
- University of Utah and Division of Pediatric Cardiology, Primary Children's Hospital, Salt Lake City, Utah
| | - Luciana T Young
- Seattle Children's Hospital and Pediatric Cardiology, University of Washington School of Medicine, Seattle, Washington
| | - Carolyn A Altman
- Baylor College of Medicine and Texas Children's Heart Center, Texas Children's Hospital, Houston, Texas
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Bhansali S, Tokar E, Saharan S, Khalil R, Bhatla P. Evaluation of left ventricular function and volume by two-dimensional echocardiography in a pediatric population: Correlation with cardiac magnetic resonance imaging. Ann Pediatr Cardiol 2024; 17:28-35. [PMID: 38933052 PMCID: PMC11198934 DOI: 10.4103/apc.apc_199_23] [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: 12/28/2023] [Revised: 04/02/2024] [Accepted: 04/03/2024] [Indexed: 06/28/2024] Open
Abstract
Background Echocardiographic quantification of left ventricular (LV) volume and ejection fraction (EF) is widely used in the pediatric population. However, there is no consensus on the most accurate method of quantifying ventricular volumes and systolic function. Purpose The purpose of this study is to compare two commonly used echocardiographic methods for the evaluation of LV volume and quantification of EF, the five-sixth area-length (5/6 AL) and the modified biplane Simpson (BS), to cardiac magnetic resonance (CMR) imaging in children. Methods CMR studies were paired with echocardiograms and retrospectively analyzed in children 18 years of age and younger. Studies performed more than 3 months between modalities, patients with congenital heart disease, and patients who had changes in medication regimen between corresponding CMR and echocardiograms were excluded. LV volumes and EF were calculated using the 5/6 AL and BS methods and compared to volumes and EF measured on corresponding CMR studies. Subgroup analyses were conducted based on LV function, pathology, and weight. Results We retrospectively analyzed 53 CMR and corresponding echocardiogram studies (23 studies for myocarditis and 30 studies for cardiomyopathy) in 46 patients. LVEF derived by both echocardiographic methods showed a good correlation to CMR (5/6 AL r = 0.85 and BS r = 0.82). However, both echocardiographic methods overestimated LVEF and underestimated LV volumes when compared to CMR. Conclusion Left ventricular volumes and EF, as measured by echocardiography, correlate well with CMR measurements. Echocardiography underestimates LV systolic and diastolic volumes and overestimates LVEF. While echocardiography is a good surrogate for estimating LVEF, CMR should be considered in patients for whom accurate measurements are needed for critical clinical decision-making.
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Affiliation(s)
- Suneet Bhansali
- Department of Pediatrics, Division of Pediatric Cardiology, NYU Langone Health, New York, NY, USA
| | - Ella Tokar
- Department of Pediatrics, Division of Pediatric Cardiology, NYU Langone Health, New York, NY, USA
| | - Sunil Saharan
- Department of Pediatrics, Division of Pediatric Cardiology, NYU Langone Health, New York, NY, USA
| | - Ramzi Khalil
- Department of Pediatrics, Division of Pediatric Cardiology, NYU Langone Health, New York, NY, USA
| | - Puneet Bhatla
- Department of Pediatrics, Division of Pediatric Cardiology, NYU Langone Health, New York, NY, USA
- Department of Radiology, NYU Langone Health, New York, NY, USA
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Tsatsopoulou A, Protonotarios I, Xylouri Z, Papagiannis I, Anastasakis A, Germanakis I, Patrianakos A, Nyktari E, Gavras C, Papadopoulos G, Meditskou S, Lazarou E, Miliou A, Lazaros G. Cardiomyopathies in children: An overview. Hellenic J Cardiol 2023; 72:43-56. [PMID: 36870438 DOI: 10.1016/j.hjc.2023.02.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 02/14/2023] [Accepted: 02/24/2023] [Indexed: 03/06/2023] Open
Abstract
Paediatric cardiomyopathies form a heterogeneous group of disorders characterized by structural and electrical abnormalities of the heart muscle, commonly due to a gene variant of the myocardial cell structure. Mostly inherited as a dominant or occasionally recessive trait, they might be part of a syndromic disorder of underlying metabolic or neuromuscular defects or combine early developing extracardiac abnormalities (i.e., Naxos disease). The annual incidence of 1 per 100,000 children appears higher during the first two years of life. Dilated and hypertrophic cardiomyopathy phenotypes share an incidence of 60% and 25%, respectively. Arrhythmogenic right ventricular cardiomyopathy (ARVC), restrictive cardiomyopathy, and left ventricular noncompaction are less commonly diagnosed. Adverse events such as severe heart failure, heart transplantation, or death usually appear early after the initial presentation. In ARVC patients, high-intensity aerobic exercise has been associated with worse clinical outcomes and increased penetrance in at-risk genotype-positive relatives. Acute myocarditis in children has an incidence of 1.4-2.1 cases/per 100,000 children per year, with a 6-14% mortality rate during the acute phase. A genetic defect is considered responsible for the progression to dilated cardiomyopathy phenotype. Similarly, a dilated or arrhythmogenic cardiomyopathy phenotype might emerge with an episode of acute myocarditis in childhood or adolescence. This review provides an overview of childhood cardiomyopathies focusing on clinical presentation, outcome, and pathology.
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Affiliation(s)
- Adalena Tsatsopoulou
- General Paediatrics and Clinical Research, Private Clinic, Naxos, Greece; Unit of Inherited Cardiac Conditions and Sports Cardiology, 1st Department of Cardiology, National and Kapodistrian University of Athens, Athens, Greece; Unit of Inherited and Rare Cardiovascular Diseases, Onassis Cardiac Surgery Centre, Athens, Greece; Laboratory of Histology and Embryology, Department of Medicine, School of Life Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Ioannis Protonotarios
- University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, Hampshire, SO16 6YD, UK
| | - Zafeirenia Xylouri
- University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, Hampshire, SO16 6YD, UK
| | - Ioannis Papagiannis
- Department of Paediatric Cardiology and Adult Congenital Heart Disease, Onassis Cardiac Surgery Centre, Athens, Greece
| | - Aris Anastasakis
- Unit of Inherited and Rare Cardiovascular Diseases, Onassis Cardiac Surgery Centre, Athens, Greece
| | - Ioannis Germanakis
- Department of Paediatrics, University Hospital Heraklion, School of Medicine, University of Crete, Heraklion, Greece
| | | | | | | | | | - Soultana Meditskou
- Laboratory of Histology and Embryology, Department of Medicine, School of Life Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Emilia Lazarou
- Unit of Inherited Cardiac Conditions and Sports Cardiology, 1st Department of Cardiology, National and Kapodistrian University of Athens, Athens, Greece
| | - Antigoni Miliou
- Unit of Inherited Cardiac Conditions and Sports Cardiology, 1st Department of Cardiology, National and Kapodistrian University of Athens, Athens, Greece
| | - George Lazaros
- Unit of Inherited Cardiac Conditions and Sports Cardiology, 1st Department of Cardiology, National and Kapodistrian University of Athens, Athens, Greece.
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Rakha S, Hammad A, Elmarsafawy H, Korkor MS, Eid R. A deeper look into the functions of right ventricle using three-dimensional echocardiography: the forgotten ventricle in children with systemic lupus erythematosus. Eur J Pediatr 2023; 182:2807-2819. [PMID: 37039879 PMCID: PMC10257604 DOI: 10.1007/s00431-023-04936-y] [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: 11/03/2022] [Revised: 02/28/2023] [Accepted: 03/13/2023] [Indexed: 04/12/2023]
Abstract
Studies on the right ventricular dysfunction (RV) in systemic lupus erythematosus (SLE) patients are limited, particularly in the pediatric age group. The study aimed to identify subclinical RV alterations in childhood-onset SLE (c-SLE) using conventional and three-dimensional echocardiography (3DE). Forty SLE pediatric patients and 40 healthy controls were included. Disease activity and chronicity were evaluated by SLE disease activity index (SLEDAI) score and SLE damage index (SDI). Participants underwent detailed RV echocardiographic examination with conventional and 3DE assessment using 3D auto RV software. Patients included 35/40 (87.5%) females with mean age of 15.6 ± 1.7 years. Using conventional pulmonary artery systolic pressure echocardiography-derived measurement, none of the c-SLE patients had pulmonary hypertension. By 3DE, RV end-systolic and end-diastolic volumes (p = < 0.001, 0.02, respectively) were greater, whereas 3D-derived RV ejection fraction (p < 0.001), septal, and lateral longitudinal strain (both p < 0.001) were lower in SLE. SDI displayed a significant correlation with 3D auto RV ejection fraction (EF), tricuspid annular plane systolic excursion (TAPSE), fractional area change, and RV longitudinal strain (RVLS)-free wall (p = 0.01, 0.003, 0.007, and < 0.001, respectively). Cumulative SLEDAI score also showed a significant correlation with RV EF, TAPSE, FAC, and RVLS-free wall (p = 0.03, 0.007, 0.002, and < 0.001, respectively). By multivariate regression analysis, SDI remained an independent predictor of RVLS-free wall (ß coefficient - 0.4, p = 0.03) and TAPSE (ß - 0.5, p = 0.02). Conclusion: Subtle right ventricular myocardial dysfunction could be detected in childhood-onset SLE patients, especially via 3D-derived auto RV echocardiographic parameters, despite the absence of evident pulmonary hypertension. These parameters correlate with the SLE disease activity and chronicity scores. What is Known: •Diseases of the cardiovascular system are one of the most common causes of morbidity and mortality in SLE patients. •RV labeled the forgotten ventricle in many diseases, was also forgotten in SLE patients and has been rarely addressed in adults, with scarce research in pediatrics. What is New: •Right ventricular functions are affected in children with SLE in comparison to healthy controls, especially three-dimensional echocardiography-derived parameters, which is an aspect that has not been investigated in previous research in the pediatric age group. •Some of the detected myocardial dysfunctions of the right ventricle correlated with SLE disease activity and chronicity-related scores.
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Affiliation(s)
- Shaimaa Rakha
- Pediatric Cardiology Unit, Mansoura University Children's Hospital, Faculty of Medicine, Mansoura University, Mansoura, Egypt.
| | - Ayman Hammad
- Pediatric Nephrology Unit, Mansoura University Children's Hospital, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Hala Elmarsafawy
- Pediatric Cardiology Unit, Mansoura University Children's Hospital, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Mai S Korkor
- Pediatric Nephrology Unit, Mansoura University Children's Hospital, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Riham Eid
- Pediatric Nephrology Unit, Mansoura University Children's Hospital, Faculty of Medicine, Mansoura University, Mansoura, Egypt
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Voges I, Krupickova S. Biventricular Repair or Single-Ventricle Palliation: Can Cardiovascular Magnetic Resonance Flow Imaging Help in Decision-Making? JACC. ADVANCES 2022; 1:100067. [PMID: 38938407 PMCID: PMC11198503 DOI: 10.1016/j.jacadv.2022.100067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/29/2024]
Affiliation(s)
- Inga Voges
- Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital Schleswig-Holstein, Kiel, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Kiel, Germany
| | - Sylvia Krupickova
- Department of Pediatric Cardiology, Royal Brompton Hospital, London, UK
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
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