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Ozkok S, Ciftci HO, Yucel IK, Ozdemir DM, Kose KB, Celebi A, Pekkan K. Atrial and ventricular strain changes after transcatheter pulmonary valve replacement in patients with repaired tetralogy of Fallot: a feature tracking cardiac MRI study. Jpn J Radiol 2025:10.1007/s11604-025-01765-x. [PMID: 40072716 DOI: 10.1007/s11604-025-01765-x] [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: 07/17/2024] [Accepted: 02/27/2025] [Indexed: 03/14/2025]
Abstract
PURPOSE In patients with repaired tetralogy of Fallot, transcatheter or surgical pulmonary valve replacement is recommended. However, it is not clear whether pulmonary valve replacement preserves systolic and diastolic functions of both ventricles. The aim of the study is to investigate the impact of transcatheter pulmonary valve replacement on atrial and ventricular myocardial strain changes by feature-tracking cardiac magnetic resonance imaging. MATERIALS AND METHODS Cardiac magnetic resonance imaging of 18 patients (median age 14.5 years) with repaired tetralogy of Fallot before and after transcatheter pulmonary valve replacement were retrospectively analyzed. Feature tracking strain for both left and right atria and ventricles was performed. Cardiac magnetic resonance imaging parameters (volume and function) and strain characteristics (atria and ventricles) were compared before and after transcatheter pulmonary valve replacement. The Wilcoxon rank-sum and Spearman correlation test was used. RESULTS After pulmonary valve replacement, right ventricular end-diastolic volume, end-systolic volume, and stroke volume decreased, whereas left and right ventricular ejection fractions remained unchanged. Reservoir, conduit and pump strain measurements improved for both left (P = 0.003, P = 0.001, and P = 0.006) and right atria (P = 0.013, P = 0.004, and P = 0.015). Global left ventricular circumferential, longitudinal, and radial strains improved (P = 0.001, P = 0.043, and P = 0.002, respectively). Right ventricle global circumferential strain significantly improved with no significant change in the longitudinal and radial strains (P = 0.007, P = 0.068, and P = 0.055, respectively). CONCLUSION Transcatheter pulmonary valve replacement significantly enhances atrial and ventricular strain parameters, indicating a positive impact on overall myocardial function. Feature-tracking cardiac magnetic resonance imaging may offer a comprehensive, non-invasive evaluation of myocardial strain changes in patients with repaired tetralogy of Fallot after pulmonary valve replacement, which leads to improvement of indications and outcomes.
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Affiliation(s)
- Sercin Ozkok
- Department of Radiology, Basaksehir Cam and Sakura City Hospital, Istanbul, Turkey.
- Department of Biomedical Engineering, Koç University, Istanbul, Turkey.
| | - Hatice Ozge Ciftci
- Department of Radiology, Dr. Ilhan Varank Sancaktepe Training and Research Hospital, Istanbul, Turkey
| | - Ilker Kemal Yucel
- Cerrahpasa Medical Faculty, Department of Pediatric Cardiology, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Dursun Muhammed Ozdemir
- Department of Pediatric Cardiology, Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey
| | - Kevser Banu Kose
- Department of Biomedical Engineering, Istanbul Medipol University, Istanbul, Turkey
| | - Ahmet Celebi
- Department of Pediatric Cardiology, Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey
| | - Kerem Pekkan
- Department of Mechanical Engineering, Koc University, Istanbul, Turkey
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Odemis E, Celikyurt A, Kizilkaya MH, Demir İH. Evaluating the Sapien® XT Valve in Native Right Ventricular Outflow Tracts After Tetralogy of Fallot Repair: Mid- and Long-Term Results. Pediatr Cardiol 2025:10.1007/s00246-025-03776-x. [PMID: 39838189 DOI: 10.1007/s00246-025-03776-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Accepted: 01/08/2025] [Indexed: 01/23/2025]
Abstract
Although the long-term outcomes of the surgical grafts are well defined and reported, the data regarding the mid-and long-term results of the balloon-expandable percutaneous valves in the native right ventricular outflow tract (RVOT) is limited. We retrospectively evaluated 42 patients who underwent PPVI (Sapien® XT valve) to native RVOT due to severe pulmonary regurgitation (PR) and/or moderate to severe pulmonary stenosis (PS) between August 2015 and November 2020. The median patient age at the time of PPVI was 13.4 years (6.1-36.5 years). The median body weight of the patients was 42 kg (15-110 kg). The rate of patients who were followed up without the need for percutaneous or surgical intervention was 97.4% at the end of year 1, 89.3% at the end of year 3, and 85.8% at the end of year 5. At the end of year 6, the proportion of patients requiring no procedure remained constant, with year 5 at 85.8%, but decreased to 70.2% at the end of year 7. Although the early results are very encouraging, it is seen that PPVI in patients with RVOT in the long term brings some problems. The most important of these is tricuspid valve problems, which were not considered before the procedure. Patients requiring reintervention due to pulmonary regurgitation show similar characteristics to surgical valves' long-term results.
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Affiliation(s)
- Ender Odemis
- Department of Pediatric Cardiology, Faculty of Medicine, Koc University, Istanbul, Turkey
| | - Aydin Celikyurt
- Department of Pediatrics, Faculty of Medicine, Erciyes University, Kayseri, Turkey
| | - Mete Han Kizilkaya
- Department of Pediatric Cardiology, Faculty of Medicine, Koc University, Istanbul, Turkey
| | - İbrahim Halil Demir
- Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey.
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Kangvanskol W, Chungsomprasong P, Sanwong Y, Nakyen S, Vijarnsorn C, Patharateeranart K, Chanthong P, Kanjanauthai S, Pacharapakornpong T, Thammasate P, Durongpisitkul K, Soongswang J. Myocardial strain analysis by cardiac magnetic resonance associated with arrhythmias in repaired tetralogy of Fallot patients. BMC Med Imaging 2024; 24:328. [PMID: 39627741 PMCID: PMC11613869 DOI: 10.1186/s12880-024-01514-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 11/26/2024] [Indexed: 12/08/2024] Open
Abstract
BACKGROUND Evaluating myocardial function using cardiac magnetic resonance (CMR) feature tracking provides a comprehensive cardiac assessment, particularly a detailed evaluation for patients with repaired tetralogy of Fallot (rTOF). This study aimed to identify factors associated with arrhythmias in rTOF patients utilizing conventional CMR techniques, including myocardial strain measurements. METHODS This single-center, retrospective study included 245 rTOF patients who underwent CMR between 2017 and 2023. Patients were stratified based on the presence or absence of arrhythmias during follow-up. The biventricular strain was assessed using CMR-derived feature tracking. Demographic, clinical, and imaging data were collected, and statistical analyses were performed to identify factors associated with arrhythmic events. RESULTS The median age at surgery was 5.6 years (range 1-44 years), with the median age at CMR was 27.5 years (range 15-69 years). Over the follow-up period, 25 patients (10.2%) experienced atrial or ventricular arrhythmias. Univariate analysis revealed significant associations between arrhythmic events and older age at surgery and CMR, lower functional class, larger heart size on chest radiograph, and prolonged QRS duration (QRSd). Additionally, arrhythmias were associated with increased right ventricular (RV) volume, reduced RV and left ventricular (LV) ejection fraction (EF), and impaired strain values. Multivariate binary logistic regression, adjusting for age at surgery, NYHA class, QRSd, and cardiothoracic ratio, identified that a lower RV EF (adjusted odds ratio [aOR] 6.97), RV global radial strain (GRS) (aOR 6.68), RV global circumferential strain (GCS) (aOR 6.36), RV global longitudinal strain (GLS) (aOR 3.14), and LV GRS (aOR 3.02) were all significantly associated with arrhythmias. CONCLUSION This study highlights the significant contribution of CMR-derived myocardial strain measurements in predicting arrhythmic events in patients with rTOF. In addition to conventional RV EF, strain metrics-particularly those of the right ventricle- emerged as strong, independent predictors of arrhythmias, offering valuable prognostic information for clinical management in this patient population. These findings underscore the importance of myocardial strain analysis as a complementary tool to conventional imaging in evaluating arrhythmic risk in rTOF patients. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Watcharachai Kangvanskol
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, Thailand
| | - Paweena Chungsomprasong
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, Thailand.
| | - Yonthakan Sanwong
- Her Majesty Cardiac Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Supaporn Nakyen
- Her Majesty Cardiac Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Chodchanok Vijarnsorn
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, Thailand
| | | | - Prakul Chanthong
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, Thailand
| | - Supaluck Kanjanauthai
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, Thailand
| | - Thita Pacharapakornpong
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, Thailand
| | - Ploy Thammasate
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, Thailand
| | - Kritvikrom Durongpisitkul
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, Thailand
| | - Jarupim Soongswang
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, Thailand
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Godart F. Management of Pediatric Congenital Heart Disease. J Clin Med 2024; 13:7340. [PMID: 39685796 DOI: 10.3390/jcm13237340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Accepted: 11/05/2024] [Indexed: 12/18/2024] Open
Abstract
We are pleased to present a Special Issue dedicated to pediatric cardiology [...].
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Affiliation(s)
- François Godart
- Department of Pediatric Cardiology and Congenital Heart Disease, University of Lille, 59000 Lille, France
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Negru A, Tarcău BM, Agoston-Coldea L. Cardiac Magnetic Resonance Imaging in the Evaluation of Functional Impairments in the Right Heart. Diagnostics (Basel) 2024; 14:2581. [PMID: 39594247 PMCID: PMC11593124 DOI: 10.3390/diagnostics14222581] [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: 10/17/2024] [Revised: 11/07/2024] [Accepted: 11/11/2024] [Indexed: 11/28/2024] Open
Abstract
Cardiac magnetic resonance (cMRI) imaging has recently become essential in cardiology. cMRI is widely recognized as the most reliable imaging technique for assessing the size and performance of the right ventricle. It allows for objective and functional cardiac tissue evaluations. Early in disease progression, cardiac structure and activity decrease subclinically. Late-phase clinically visible signs have been associated with less favourable outcomes. Subclinical alterations ought to be recognized for rapid evaluations and accurate treatment. An increasing amount of evidence supports cMRI deformation parameter quantification. Strain imaging enables cardiologists to assess heart function beyond traditional measurements. Prognostic information for cardiovascular disease patients is obtained through the right ventricle (RV) strain, including information primarily about the left ventricle (LV). Right atrial (RA) function evaluations using RA strain have been promising in recent studies. Therefore, this narrative review aims to present an overview of the data that are currently available for assessing right myocardial strain and biomechanics using cMRI.
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Affiliation(s)
- Andra Negru
- Department of Internal Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400347 Cluj-Napoca, Romania;
| | - Bogdan M. Tarcău
- Doctoral School of Biomedical Science, University of Oradea, 1 University Street, 410087 Oradea, Romania;
| | - Lucia Agoston-Coldea
- Department of Internal Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400347 Cluj-Napoca, Romania;
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Williams JL, Dodeja AK, Boe B, Samples S, Alexander R, Hor K, Lee S. Impact of pulmonary stenosis on right ventricular global longitudinal strain in repaired tetralogy of Fallot patients post transcatheter pulmonary valve replacement. Echocardiography 2024; 41:e15765. [PMID: 38341768 DOI: 10.1111/echo.15765] [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: 10/02/2023] [Revised: 01/15/2024] [Accepted: 01/16/2024] [Indexed: 02/13/2024] Open
Abstract
BACKGROUND Mixed pulmonary disease with pulmonary regurgitation (PR) and stenosis (PS) in repaired tetralogy of Fallot (rTOF) can negatively impact ventricular health. Myocardial strain has been shown to be more sensitive at detecting occult ventricular dysfunction compared to right ventricular ejection fraction (RV EF). We hypothesize that rTOF patients with predominant PS will have lower RV global longitudinal strain (RV GLS) prior to and post-transcatheter pulmonary valve replacement (TPVR). METHODS A retrospective cohort of rTOF patients who underwent cardiac magnetic resonance (CMR) and cardiac catheterization for right ventricular pressure (RVSP) measurement were analyzed at three time points: before valve implantation, at discharge and within 18 months post-TPVR. Patients were dichotomized into three groups based on RVSP: 0%-49%, 50%-74%, and >75%. RV GLS and left ventricular (LV) GLS by speckle tracking echocardiography (STE) were obtained from the apical 4-chamber using TomTec software (TOMTEC IS, Germany). RESULTS Forty-eight patients were included. Every 14.3% increase in preimplantation RVSP above 28% was associated with an absolute magnitude 1% lower RV GLS (p = .001). Preimplantation RVSP when 75% or higher had 3.36% worse RV GLS than the lowest bin (p = .014). Overall, average RV strain magnitude was higher when preimplantation RVSP was less than 50% and had greater improvement over the three time points. Higher post implantation RVSP correlated with lower strain magnitude. CONCLUSION Patients with significant PS (>50%) may benefit from earlier PVR and not depend solely on RV size and EF. Myocardial strain may be a more sensitive marker of function; however, larger, prospective studies are needed.
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Affiliation(s)
- Jason L Williams
- Division of Pediatric Cardiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Anudeep K Dodeja
- Division of Pediatric Cardiology, Connecticut Children's Hospital, Hartford, Connecticut, USA
| | - Brian Boe
- Division of Pediatric Cardiology, Joe DiMaggio Children's Hospital Heart Institute, Hollywood, Florida, USA
| | - Stefani Samples
- Division of Pediatric Cardiology, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Robin Alexander
- Center for Biostatistics, The Ohio State College of Medicine, Columbus, Ohio, USA
| | - Kan Hor
- Division of Pediatric Cardiology, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Simon Lee
- Division of Pediatric Cardiology, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
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Sirico D, Spigariol G, Mahmoud HT, Basso A, Cuppini E, Avesani M, Sabatino J, Castaldi B, Di Salvo G. Acute Changes in Right Ventricular Function in Pediatric Patients with Pulmonary Valve Stenosis Undergoing Percutaneous Valvuloplasty: A Speckle-Tracking Study. J Clin Med 2023; 12:4344. [PMID: 37445378 DOI: 10.3390/jcm12134344] [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: 05/13/2023] [Revised: 06/09/2023] [Accepted: 06/13/2023] [Indexed: 07/15/2023] Open
Abstract
INTRODUCTION Pulmonary valve stenosis determines multiple effects on the right ventricular dimension and function. Percutaneous balloon valvuloplasty is the treatment of choice in severe pulmonary valve stenosis in patients of all ages. However, little is known regarding right ventricular function immediate changes after percutaneous balloon dilation. Pediatric patients with isolated pulmonary valve stenosis represent a pure clinical model of chronic RV pressure overload not affected by other confounders or comorbidities. AIM OF THE STUDY This study seeks to explore right ventricle (RV) mechanics in pediatric patients early after percutaneous balloon pulmonary valvuloplasty (BPV) for valvar pulmonary stenosis (PS). MATERIALS AND METHODS Forty-three pediatric patients (19 males), mean age 3.2 ± 4.9 years old, with severe pulmonary valve stenosis and indication for percutaneous balloon valvuloplasty were recruited. All patients underwent standard transthoracic echocardiography (TTE), and speckle-tracking echocardiography (STE) with an analysis of right ventricle free-wall longitudinal strain (RVFWLS) one day before and one day after the procedure. For each patient, we collected invasive parameters during the interventional procedure before and after BPV. RESULTS After the procedure, there was an immediate significant reduction in both peak-to-peak transpulmonary gradient (peak-to-peak PG) and ratio between the right ventricle and aortic systolic pressure (RV/AoP) with a drop of ∆29.3 ± 14.67 mmHg and ∆0.43 ± 0.03, respectively. Post-procedural echocardiography showed peak and mean transvalvar pressure gradient drop (∆50 ± 32.23 and ∆31 ± 17.97, respectively). The degree of pulmonary valve regurgitation was mild in 8% of patients before the procedure, affecting 29% of our patients post-BPV (p = 0.007). The analysis of right ventricular mechanics showed a significant improvement of fractional area change (FAC) immediately after BPV (40.11% vs. 44.42%, p = 0.01). On the other hand, right ventricular longitudinal systolic function parameters, TAPSE and global RVFWLS, did not improve significantly after intervention. The segmental analysis of the RVFWLS showed a significant regional increase in the myocardial deformation of the apical segments. CONCLUSIONS Percutaneous BPV represents an efficient and safe procedure to relieve severe pulmonary valve stenosis. The analysis of the right ventricular function on echocardiography demonstrated an immediate global systolic function improvement, while longitudinal systolic function was persistently impaired 24 h after intervention, possibly due to the necessity of a longer recovery time.
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Affiliation(s)
- Domenico Sirico
- Pediatric and Congenital Cardiology Unit, Department for Women's and Children's Health, University Hospital of Padova, 35128 Padua, Italy
| | - Giulia Spigariol
- Pediatric and Congenital Cardiology Unit, Department for Women's and Children's Health, University Hospital of Padova, 35128 Padua, Italy
| | - Heba Talat Mahmoud
- Pediatric and Congenital Cardiology Unit, Department for Women's and Children's Health, University Hospital of Padova, 35128 Padua, Italy
| | - Alessia Basso
- Pediatric and Congenital Cardiology Unit, Department for Women's and Children's Health, University Hospital of Padova, 35128 Padua, Italy
| | - Elena Cuppini
- Pediatric and Congenital Cardiology Unit, Department for Women's and Children's Health, University Hospital of Padova, 35128 Padua, Italy
| | - Martina Avesani
- Pediatric and Congenital Cardiology Unit, Department for Women's and Children's Health, University Hospital of Padova, 35128 Padua, Italy
| | - Jolanda Sabatino
- Pediatric and Congenital Cardiology Unit, Department for Women's and Children's Health, University Hospital of Padova, 35128 Padua, Italy
- Experimental Cardiology, Paediatric Research Institute (IRP), Città della Speranza, University of Padova, 35122 Padua, Italy
| | - Biagio Castaldi
- Pediatric and Congenital Cardiology Unit, Department for Women's and Children's Health, University Hospital of Padova, 35128 Padua, Italy
| | - Giovanni Di Salvo
- Pediatric and Congenital Cardiology Unit, Department for Women's and Children's Health, University Hospital of Padova, 35128 Padua, Italy
- Experimental Cardiology, Paediatric Research Institute (IRP), Città della Speranza, University of Padova, 35122 Padua, Italy
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Moradian M, Rashidighader F, Golchinnaghash F, Meraji M, Ghaemi HR. Impact of pulmonary valve replacement on left and right ventricular function using strain analysis, in children with repaired tetralogy of Fallot. Egypt Heart J 2023; 75:51. [PMID: 37335364 DOI: 10.1186/s43044-023-00379-w] [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: 10/26/2022] [Accepted: 06/10/2023] [Indexed: 06/21/2023] Open
Abstract
BACKGROUND In repaired Tetralogy of Fallot (rTOF), pulmonary regurgitation and resulting right ventricular (RV) and left ventricular (LV) dysfunction are associated with adverse clinical outcomes. We performed an echocardiographic assessment of LV and RV function using Global Longitudinal Strain (GLS) and conventional echo method prior to and following Pulmonary Valvular Replacement (PVR) to help inform proper timing of operation. RESULTS A total of 30 rTOF patients (12.17 ± 2.5 years, 70% male) were included. Regarding to LV function, the study revealed a significant reverse correlation between LV GLS (absolute value) and early (mean = 10.4 days) and late (mean = 7.4 months) postop LVEF. Paired T-Test showed significant difference between GLS of LV and RV before and late after operation (op), however, without significant changes early postop. Late postop significant improvements occurred in other conventional echo indices of LV and RV function as well. There was also a significant correlation between echo-measured LVEF & Fraction Area Change (RV FAC) and MRI-derived LVEF & RVEF, respectively. CONCLUSION In this cross-sectional study in rTOF patients, RV and LV GLS as well as conventional echocardiographic indices regarding LV and RV function improved significantly after 6 months (mean = 7.4mo) following PVR.
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Affiliation(s)
- Maryam Moradian
- Department of Pediatric Cardiology, Rajaei Cardiovascular Research and Medical Center, School of Medicine, Iran University of Medical Sciences, Intersection of Niayesh Highway and Valiasr St, Tehran, 1995614331, Iran
| | - Fariba Rashidighader
- Department of Pediatric Cardiology, Rajaei Cardiovascular Research and Medical Center, School of Medicine, Iran University of Medical Sciences, Intersection of Niayesh Highway and Valiasr St, Tehran, 1995614331, Iran.
| | - Fatemeh Golchinnaghash
- Department of Pediatric Cardiology, Rajaei Cardiovascular Research and Medical Center, School of Medicine, Iran University of Medical Sciences, Intersection of Niayesh Highway and Valiasr St, Tehran, 1995614331, Iran
| | - Mahmoud Meraji
- Department of Pediatric Cardiology, Rajaei Cardiovascular Research and Medical Center, School of Medicine, Iran University of Medical Sciences, Intersection of Niayesh Highway and Valiasr St, Tehran, 1995614331, Iran
| | - Hamid Reza Ghaemi
- Department of Pediatric Cardiology, Rajaei Cardiovascular Research and Medical Center, School of Medicine, Iran University of Medical Sciences, Intersection of Niayesh Highway and Valiasr St, Tehran, 1995614331, Iran
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Kawakubo M, Moriyama D, Yamasaki Y, Abe K, Hosokawa K, Moriyama T, Triadyaksa P, Wibowo A, Nagao M, Arai H, Nishimura H, Kadokami T. Right ventricular strain and volume analyses through deep learning-based fully automatic segmentation based on radial long-axis reconstruction of short-axis cine magnetic resonance images. MAGMA (NEW YORK, N.Y.) 2022; 35:911-921. [PMID: 35585430 DOI: 10.1007/s10334-022-01017-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 03/26/2022] [Accepted: 04/25/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE We propose a deep learning-based fully automatic right ventricle (RV) segmentation technique that targets radially reconstructed long-axis (RLA) images of the center of the RV region in routine short axis (SA) cardiovascular magnetic resonance (CMR) images. Accordingly, the purpose of this study is to compare the accuracy of deep learning-based fully automatic segmentation of RLA images with the accuracy of conventional deep learning-based segmentation in SA orientation in terms of the measurements of RV strain parameters. MATERIALS AND METHODS We compared the accuracies of the above-mentioned methods in RV segmentations and in measuring RV strain parameters by Dice similarity coefficients (DSCs) and correlation coefficients. RESULTS DSC of RV segmentation of the RLA method exhibited a higher value than those of the conventional SA methods (0.84 vs. 0.61). Correlation coefficient with respect to manual RV strain measurements in the fully automatic RLA were superior to those in SA measurements (0.5-0.7 vs. 0.1-0.2). DISCUSSION Our proposed RLA realizes accurate fully automatic extraction of the entire RV region from an available CMR cine image without any additional imaging. Our findings overcome the complexity of image analysis in CMR without the limitations of the RV visualization in echocardiography.
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Affiliation(s)
- Masateru Kawakubo
- Department of Health Sciences, Faculty of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka-shi, Fukuoka, 812-8582, Japan.
| | - Daichi Moriyama
- Department of Health Sciences, School of Medical Sciences, Kyushu University, Fukuoka, Japan
- Department of Radiological Technology, Hiroshima City Hiroshima Citizens Hospital, Hiroshima, Japan
| | - Yuzo Yamasaki
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kohtaro Abe
- Department of Cardiovascular Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kazuya Hosokawa
- Department of Cardiovascular Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tetsuhiro Moriyama
- Institute of Mathematics for Industry, Kyushu University, Fukuoka, Japan
| | - Pandji Triadyaksa
- Department of Physics, Faculty of Science and Mathematics, Universitas Diponegoro, Semarang, Indonesia
| | - Adi Wibowo
- Department of Computer Science, Faculty of Science and Mathematics, Universitas Diponegoro, Semarang, Indonesia
| | - Michinobu Nagao
- Department of Diagnostic Imaging and Nuclear Medicine, Tokyo Women's Medical University, Tokyo, Japan
| | - Hideo Arai
- Fukuokaken Saiseikai, Futsukaichi Hospital, Fukuoka, Japan
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Myocardial fibrosis and ventricular ectopy in patients with non-ischemic systolic heart failure: results from the DANISH trial. Int J Cardiovasc Imaging 2022; 38:2437-2445. [DOI: 10.1007/s10554-022-02653-5] [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: 01/10/2022] [Accepted: 05/19/2022] [Indexed: 11/05/2022]
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