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Zhuang B, Li S, Wang H, Chen W, Ren Y, Zhang H, Sun Z, Xu L. Incremental prognostic value of cardiovascular magnetic resonance imaging in patients with severe LV dysfunction undergoing coronary artery bypass grafting. THE INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING 2024; 40:2057-2068. [PMID: 39093366 DOI: 10.1007/s10554-024-03198-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 07/15/2024] [Indexed: 08/04/2024]
Abstract
BACKGROUND Coronary artery disease (CAD) remains a significant global health issue, particularly when complicated by left ventricular ejection fraction (LVEF) < 35%. Although coronary artery bypass grafting (CABG) is recommended for such cases, the unclear prognosis necessitates further investigation. METHOD This retrospective study aimed to determine whether cardiovascular magnetic resonance (CMR) imaging provides additional prognostic value in guiding effective clinical management. The study included patients with CAD and LVEF < 35% who underwent CABG surgery after enhanced CMR between March 2016 and March 2023. CMR was performed using a 3.0T scanner with steady-state free precession and phase-sensitive inversion recovery sequences. Prognostic analysis of clinical and CMR data was conducted, with the endpoint defined as cardiovascular death, revascularization, hospitalization for heart failure, or stroke. Statistical analysis included Student's t-test, chi-squared test, univariate and multivariate Cox regression analysis, receiver operating characteristic analysis, Harrell C statistical analysis, integrated discrimination improvement (IDI), and net reclassification improvement (NRI) analysis. RESULT The study included 152 patients (mean age 58.6 ± 9.7 years; 138 men). During a mean follow-up of 2.0 years, 8 patients experienced cardiovascular death, while 1 case had revascularization, 13 had hospitalization for heart failure, and 11 had a stroke. Left atrial diameter index (LADi) (hazard ratio [HR], 1.08 [95% confidence interval (CI): 1.02-1.15]; P = 0.04) and late gadolinium enhancement (LGE) mass (HR, 1.03 [95% CI: 1.01-1.06]; P < 0.001) were associated with the endpoint, even after adjusting for multiple clinical variables. Adding LADi and LGE mass improved risk prediction for adverse events, as indicated by the C-index (0.738, p < 0.01), IDI (0.36), and NRI (0.13). CONCLUSION Left atrial diameter index (LADi) and scar burden are valuable prognostic indicators in patients with LVEF < 35% undergoing CABG. They offer enhanced risk stratification beyond traditional clinical factors, highlighting their importance in guiding clinical management.
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Affiliation(s)
- Baiyan Zhuang
- Department of Radiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, China
| | - Shuang Li
- Department of Radiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, China
| | - Hui Wang
- Department of Radiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, China
| | - Wei Chen
- Department of Radiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, China
| | - Yue Ren
- Department of Radiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, China
| | - Hongkai Zhang
- Department of Radiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, China
| | - Zhonghua Sun
- Discipline of Medical Radiation Science, Curtin Medical School, Curtin University, Perth, Australia
| | - Lei Xu
- Department of Radiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Capital Medical University, Beijing, China.
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Wang W, Li S, Zhuang B, Wang H, Ren Y, Xu L. Clinical and cardiac MRI characteristics: prognosis in patients with alcoholic cardiomyopathy. Clin Radiol 2024; 79:e834-e841. [PMID: 38556393 DOI: 10.1016/j.crad.2024.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 11/29/2023] [Accepted: 02/09/2024] [Indexed: 04/02/2024]
Abstract
AIMS Alcoholic cardiomyopathy (ACM) is recognized as a type of non-ischemic dilated cardiomyopathy (DCM). To date, the clinical prognosis of ACM remains a topic of debate in previous studies and there are limited studies on its cardiac MRI characteristics. The aim of this study was to summarize the clinical and MRI features of ACM patients and to identify the predictors of adverse prognosis based on clinical characteristics and MRI imaging findings. MATERIALS AND METHODS Adult patients who were clinically diagnosed with ACM and underwent enhanced CMR between September 2015 and August 2022 were retrospectively enrolled. The primary endpoints were major adverse cardiovascular events, including cardiac-related death, heart transplantation, hospitalization for heart failure and life-threatening ventricular arrhythmias (sustained ventricular tachycardia, ventricular fibrillation, or ICD shock). The risk factors associated with these primary end points were identified using multivariable Cox analysis. RESULTS A total of 62 ACM patients (50 ± 9 years, 62 men) were included. The majority of patients presented with symptoms of heart failure. Over a median follow-up period of 30.3 months (IQR 12.2-57.7 months), 24 patients reached the primary endpoints. For clinical variables, multivariable analysis showed that drinking duration (HR=1.05; 95%CI:1.01, 1.11; p=0.03) and persistent drinking (HR=3.71; 95%CI:1.46, 9.44; p=0.01) were associated with MACE. For CMR variables, late gadolinium enhancement (LGE) percent (HR = 1.09; 95% CI: 1.03, 1.14; p<0.001) stood out as an independent predictor for MACE. CONCLUSIONS In ACM patients, persistent drinking and cardiac MRI-defined myocardial scar were associated with adverse outcomes such as cardiac death, heart transplantation, hospitalization for heart failure or life-threatening ventricular arrhythmias.
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Affiliation(s)
- W Wang
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - S Li
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - B Zhuang
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - H Wang
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Y Ren
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - L Xu
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
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Zhou D, Zhu L, Wu W, Zhuang B, He J, Xu J, Yang W, Wang Y, Li S, Sun X, Sharma P, Liu G, Sirajuddin A, Arai A, Zhao S, Lu M. A novel cardiac magnetic resonance-based personalized risk stratification model in dilated cardiomyopathy: a prospective study. Eur Radiol 2024; 34:4053-4064. [PMID: 37950081 DOI: 10.1007/s00330-023-10415-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 09/14/2023] [Accepted: 10/10/2023] [Indexed: 11/12/2023]
Abstract
OBJECTIVES To explore individual weight of cardiac magnetic resonance (CMR) metrics to predict mid-term outcomes in patients with dilated cardiomyopathy (DCM), and develop a risk algorithm for mid-term outcome based on CMR biomarkers. MATERIALS AND METHODS Patients with DCM who underwent CMR imaging were prospectively enrolled in this study. The primary endpoint was a composite of heart failure (HF) death, sudden cardiac death (SCD), aborted SCD, and heart transplantation. RESULTS A total of 407 patients (age 48.1 ± 13.8 years, 331 men) were included in the final analysis. During a median follow-up of 21.7 months, 63 patients reached the primary endpoint. NYHA class III/IV (HR = 2.347 [1.073-5.133], p = 0.033), left ventricular ejection fraction (HR = 0.940 [0.909-0.973], p < 0.001), late gadolinium enhancement (LGE) > 0.9% and ≤ 6.6% (HR = 3.559 [1.020-12.412], p = 0.046), LGE > 6.6% (HR = 6.028 [1.814-20.038], p = 0.003), and mean extracellular volume (ECV) fraction ≥ 32.8% (HR = 5.922 [2.566-13.665], p < 0.001) had a significant prognostic association with the primary endpoints (C-statistic: 0.853 [0.810-0.896]). Competing risk regression analyses showed that patients with mean ECV fraction ≥ 32.8%, LGE ≥ 5.9%, global circumferential strain ≥ - 5.6%, or global longitudinal strain ≥ - 7.3% had significantly shorter event-free survival due to HF death and heart transplantation. Patients with mean ECV fraction ≥ 32.8% and LGE ≥ 5.9% had significantly shorter event-free survival due to SCD or aborted SCD. CONCLUSION ECV fraction may be the best independently risk factor for the mid-term outcomes in patients with DCM, surpassing LVEF and LGE. LGE has a better prognostic value than other CMR metrics for SCD and aborted SCD. The risk stratification model we developed may be a promising non-invasive tool for decision-making and prognosis. CLINICAL RELEVANCE STATEMENT "One-stop" assessment of cardiac function and myocardial characterization using cardiac magnetic resonance might improve risk stratification of patients with DCM. In this prospective study, we propose a novel risk algorithm in DCM including NYHA functional class, LVEF, LGE, and ECV. KEY POINTS • The present study explores individual weight of CMR metrics for predicting mid-term outcomes in dilated cardiomyopathy. • We have developed a novel risk algorithm for dilated cardiomyopathy that includes cardiac functional class, ejection fraction, late gadolinium enhancement, and extracellular volume fraction. • Personalized risk model derived by CMR contributes to clinical assessment and individual decision-making.
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Affiliation(s)
- Di Zhou
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China
| | - Leyi Zhu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China
| | - Weichun Wu
- Department of Echocardiography, Fuwai Hospital and National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
| | - Baiyan Zhuang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China
| | - Jian He
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China
| | - Jing Xu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China
| | - Wenjing Yang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China
| | - Yining Wang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China
| | - Shuang Li
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China
| | - Xiaoxin Sun
- Department of Nuclear Medicine, Fuwai Hospital and National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
| | - Piyush Sharma
- Saint James School of Medicine, Park Ridge, IL, 60068, USA
| | - Guanshu Liu
- Russell H. Morgan Department of Radiology and Radiological Sciences, Division of MR Research, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - Arlene Sirajuddin
- National Heart, Lung and Blood Institute (NHLBI), National, Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Andrew Arai
- National Heart, Lung and Blood Institute (NHLBI), National, Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Shihua Zhao
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China
| | - Minjie Lu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi Road, Beijing, 100037, China.
- Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China.
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Shao JW, Chen BH, Abu-Shaban K, Baiyasi A, Wu LM, Ma J. Epicardial adipose tissue in obesity with heart failure with preserved ejection fraction: Cardiovascular magnetic resonance biomarker study. World J Cardiol 2024; 16:149-160. [PMID: 38576524 PMCID: PMC10989227 DOI: 10.4330/wjc.v16.i3.149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/09/2024] [Accepted: 02/06/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND Obesity has become a serious public health issue, significantly elevating the risk of various complications. It is a well-established contributor to Heart failure with preserved ejection fraction (HFpEF). Evaluating HFpEF in obesity is crucial. Epicardial adipose tissue (EAT) has emerged as a valuable tool for validating prognostic biomarkers and guiding treatment targets. Hence, assessing EAT is of paramount importance. Cardiovascular magnetic resonance (CMR) imaging is acknowledged as the gold standard for analyzing cardiac function and morphology. We hope to use CMR to assess EAT as a bioimaging marker to evaluate HFpEF in obese patients. AIM To assess the diagnostic utility of CMR for evaluating heart failure with preserved ejection fraction [HFpEF; left ventricular (LV) ejection fraction ≥ 50%] by measuring the epicardial adipose tissue (EAT) volumes and EAT mass in obese patients. METHODS Sixty-two obese patients were divided into two groups for a case-control study based on whether or not they had heart failure with HFpEF. The two groups were defined as HFpEF+ and HFpEF-. LV geometry, global systolic function, EAT volumes and EAT mass of all subjects were obtained using cine magnetic resonance sequences. RESULTS Forty-five patients of HFpEF- group and seventeen patients of HFpEF+ group were included. LV mass index (g/m2) of HFpEF+ group was higher than HFpEF- group (P < 0.05). In HFpEF+ group, EAT volumes, EAT volume index, EAT mass, EAT mass index and the ratio of EAT/[left atrial (LA) left-right (LR) diameter] were higher compared to HFpEF- group (P < 0.05). In multivariate analysis, Higher EAT/LA LR diameter ratio was associated with higher odds ratio of HFpEF. CONCLUSION EAT/LA LR diameter ratio is highly associated with HFpEF in obese patients. It is plausible that there may be utility in CMR for assessing obese patients for HFpEF using EAT/LA LR diameter ratio as a diagnostic biomarker. Further prospective studies, are needed to validate these proof-of-concept findings.
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Affiliation(s)
- Ju-Wei Shao
- Department of Radiology, The Affiliated Hospital of Yunnan University, Kunming 650021, Yunnan Province, China
| | - Bing-Hua Chen
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Kamil Abu-Shaban
- Department of Radiology, University of Toledo College of Medicine, Toledo, OH 43623, United States
| | - Ahmad Baiyasi
- Department of Radiology, Wayne State University School of Medicine, Detroit, MI 48201, United States
| | - Lian-Ming Wu
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Jing Ma
- Department of Endocrinology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200127, China.
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Yuan Y, Yang K, Liu Q, Song W, Jin D, Zhao S. Nonspecific intraventricular conduction delay predicts the prognosis of dilated cardiomyopathy. BMC Cardiovasc Disord 2023; 23:409. [PMID: 37596522 PMCID: PMC10439585 DOI: 10.1186/s12872-023-03437-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] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 08/08/2023] [Indexed: 08/20/2023] Open
Abstract
PURPOSE Left bundle branch block (LBBB) has been confirmed to be independently associated with adverse outcomes in dilated cardiomyopathy (DCM). However, prognostic data on nonspecific intraventricular conduction delay (NSIVCD) are still limited and conflicting. We aimed to evaluate the prognosis of DCM with NSIVCD. METHODS A total of 548 DCM patients who underwent cardiovascular magnetic resonance imaging (CMR) from January 2016 to December 2017 were consecutively enrolled. The cohort was divided into four groups: 87 with LBBB, 27 with RBBB, 61 with NSIVCD, and 373 without intraventricular conduction delay (IVCD). After a median follow-up of 58 months (interquartile range: 47-65), 123 patients reached the composite endpoints, which included cardiovascular death, heart transplantation, and malignant arrhythmias. The associations between different patterns of IVCD and the outcomes of DCM were analysed by Kaplan‒Meier analysis and Cox proportional hazards regression analysis. RESULTS Of 548 DCM patients, there were 398 males (72.6%), and the average age was 46 ± 15 years, ranging from 18 to 76 years. In Kaplan‒Meier analysis, patients with NSIVCD and LBBB showed higher event rates than patients without IVCD, while RBBB patients did not. By multivariate Cox regression analysis, LBBB, NSIVCD, NYHA class, left ventricular ejection fraction (LVEF), indexed left ventricular end-diastolic diameter (LVEDDI), percentage of late gadolinium enhancement mass (LGE%), and global longitudinal strain (GLS) were found to be independently associated with the outcomes of DCM. CONCLUSIONS In addition to LBBB, NSIVCD was an unfavourable prognostic marker in patients with DCM, independent of LVEDDI, NYHA class, LVEF, LGE%, and GLS.
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Affiliation(s)
- Yong Yuan
- Department of Magnetic Resonance Imaging, Cardiovascular Imaging and Intervention Center, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
- Department of Diagnostic Imaging, Geriatric Hospital of Nanjing Medical University, Nanjing, 210024, China
| | - Kai Yang
- Department of Magnetic Resonance Imaging, Cardiovascular Imaging and Intervention Center, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
| | - Qianjun Liu
- Department of Cardiology, Huadong Hospital Affiliated to Fudan University, Shanghai, 200040, China
| | - Weixiang Song
- Department of Radiology, Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Dongsheng Jin
- Department of Diagnostic Imaging, Geriatric Hospital of Nanjing Medical University, Nanjing, 210024, China.
| | - Shihua Zhao
- Department of Magnetic Resonance Imaging, Cardiovascular Imaging and Intervention Center, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
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Yuan Y, Sun J, Jin D, Zhao S. Quantitative left ventricular mechanical dyssynchrony by magnetic resonance imaging predicts the prognosis of dilated cardiomyopathy. Eur J Radiol 2023; 164:110847. [PMID: 37182417 DOI: 10.1016/j.ejrad.2023.110847] [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: 01/07/2023] [Revised: 04/15/2023] [Accepted: 04/21/2023] [Indexed: 05/16/2023]
Abstract
PURPOSE Left ventricular (LV) dyssynchrony is believed to be associated with the prognosis of dilated cardiomyopathy (DCM) mainly assessed by echocardiography. This study sought to explore whether quantitative LV mechanical dyssynchrony by cardiovascular magnetic resonance imaging (CMR) tissue feature tracking could predict the prognosis of DCM. METHOD Patients undergoing CMR between January 2016 and December 2017 were reviewed to identify DCM patients. Quantitative LV mechanical dyssynchrony was assessed by CMR strain analysis. The outcomes of these DCM patients were followed up. The association between LV mechanical dyssynchrony and outcomes was analyzed by Cox proportional regression analysis. RESULTS A total of 417 patients with DCM were enrolled. At a median follow-up of 57 months, 109 patients reached endpoints: 19, sudden cardiac death; 34, heart failure death; 41, heart transplantation; 9, malignant ventricular arrhythmias; 2, LV assist devices; and 4, appropriate shocks of defibrillators. After adjustment for confounding variables, the 16-segment standard deviation of the time-to-peak radial strain (16SDTTPRS) (HR, 1.932 [95% CI: 1.079, 3.461]; P = 0.027), LV end-diastolic diameter index (HR, 1.049 [95% CI: 1.020, 1.080]; P = 0.001), NYHA classes (HR, 2.131 [95% CI: 1.597-2.844]; P < 0.001) and late gadolinium enhancement (HR, 3.219 [95% CI: 2.164, 4.787]; P < 0.001) were independently associated with composite endpoints. CONCLUSIONS The quantitative LV mechanical dyssynchrony parameter 16SDTTPRS derived from CMR was independently associated with adverse outcomes in patients with DCM.
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Affiliation(s)
- Yong Yuan
- Department of Magnetic Resonance Imaging, Cardiovascular Imaging and Intervention Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China; Department of Diagnostic Imaging, Geriatric Hospital of Nanjing Medical University, Nanjing 210024, China
| | - Jinghua Sun
- Department of Medical Imaging, Tangshan Worker's Hospital, Tangshan, Hebei 063000, China
| | - Dongsheng Jin
- Department of Diagnostic Imaging, Geriatric Hospital of Nanjing Medical University, Nanjing 210024, China.
| | - Shihua Zhao
- Department of Magnetic Resonance Imaging, Cardiovascular Imaging and Intervention Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.
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Li S, Wang Y, Yang W, Zhou D, Zhuang B, Xu J, He J, Yin G, Fan X, Wu W, Sharma P, Sirajuddin A, Arai AE, Zhao S, Lu M. Cardiac MRI Risk Stratification for Dilated Cardiomyopathy with Left Ventricular Ejection Fraction of 35% or Higher. Radiology 2023; 306:e213059. [PMID: 36318031 PMCID: PMC9968772 DOI: 10.1148/radiol.213059] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 08/05/2022] [Accepted: 09/22/2022] [Indexed: 02/22/2023]
Abstract
Background Studies over the past 15 years have demonstrated that a considerable number of patients with dilated cardiomyopathy (DCM) who died from sudden cardiac death (SCD) had a left ventricular (LV) ejection fraction (LVEF) of 35% or higher. Purpose To identify clinical and cardiac MRI risk factors for adverse events in patients with DCM and LVEF of 35% or higher. Materials and Methods In this retrospective study, consecutive patients with DCM and LVEF of 35% or higher who underwent cardiac MRI between January 2010 and December 2017 were included. The primary end point was a composite of SCD or aborted SCD. The secondary end point was a composite of all-cause mortality, heart transplant, or hospitalization for heart failure. The risk factors for the primary and secondary end points were identified with multivariable Cox analysis. Results A total of 466 patients with DCM and LVEF of 35% or higher (mean age, 44 years ± 14 [SD]; 358 men) were included. During a mean follow-up of 79 months ± 30 (SD) (range, 7-143 months), 40 patients reached the primary end point and 61 reached the secondary end point. In the adjusted analysis, age (hazard ratio [HR], 1.03 per year [95% CI: 1.00, 1.05]; P = .04), family history of SCD (HR, 3.4 [95% CI: 1.3, 8.8]; P = .01), New York Heart Association (NYHA) class III or IV (HR vs NYHA class I or II, 2.1 [95% CI: 1.1, 3.9]; P = .02), and myocardial scar at late gadolinium enhancement (LGE) MRI greater than or equal to 7.1% of the LV mass (HR, 4.4 [95% CI: 2.4, 8.3]; P < .001) were associated with SCD or aborted SCD. For the composite secondary end point, LGE greater than or equal to 7.1% of the LV mass (HR vs LGE <7.1%, 2.0 [95% CI: 1.2, 3.4]; P = .01), left atrial maximum volume index, and reduced global longitudinal strain were independent predictors. Conclusion For patients with dilated cardiomyopathy and left ventricular (LV) ejection fraction of 35% or higher, cardiac MRI-defined myocardial scar greater than or equal to 7.1% of the LV mass was associated with sudden cardiac death (SCD) or aborted SCD. © RSNA, 2022 Online supplemental material is available for this article.
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Affiliation(s)
| | | | - Wenjing Yang
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | - Di Zhou
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | - Baiyan Zhuang
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | - Jing Xu
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | - Jian He
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | - Gang Yin
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | - Xiaohan Fan
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | - Weichun Wu
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | - Piyush Sharma
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | - Arlene Sirajuddin
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
| | | | | | - Minjie Lu
- From the Department of Magnetic Resonance Imaging (S.L., Y.W., W.Y.,
D.Z., B.Z., J.X., J.H., G.Y., S.Z., M.L.), Cardiac Arrhythmia Center (X.F.), and
Department of Echocardiography (W.W.), Fuwai Hospital, State Key Laboratory of
Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese
Academy of Medical Sciences and Peking Union Medical College, No. 167 Beilishi
Rd, Beijing 100037, China; Department of Medicine, Saint James School of
Medicine, Park Ridge, Ill (P.S.); Department of Health and Human Services,
Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Md
(A.S.); Kensington, Md (A.E.A.); and Key Laboratory of Cardiovascular Imaging
(Cultivation), Chinese Academy of Medical Sciences, Beijing, China (G.Y., W.W.,
M.L.)
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Yang S, Chen X, Zhao K, Yu S, Dong W, Wang J, Yang K, Yang Q, Ma X, Dong Z, Liu L, Song Y, Lu M, Wang S, Zhao S. Reverse remodeling of left atrium assessed by cardiovascular magnetic resonance feature tracking in hypertrophic obstructive cardiomyopathy after septal myectomy. J Cardiovasc Magn Reson 2023; 25:13. [PMID: 36775820 PMCID: PMC9923913 DOI: 10.1186/s12968-023-00915-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 01/05/2023] [Indexed: 02/14/2023] Open
Abstract
BACKGROUND Assessing the structure and function of left atrium (LA) is crucial in hypertrophic obstructive cardiomyopathy (HOCM) because LA remodeling correlates with atrial fibrillation. However, few studies have investigated the potential effect of myomectomy on LA phasic remodeling in HOCM after myectomy using cardiovascular magnetic resonance (CMR) feature tracking (FT). This study aims to evaluate the LA structural and functional remodeling with HOCM after myectomy by CMR-FT and to further investigate the determinants of LA reverse remodeling. METHODS In this single-center study, we retrospectively studied 88 patients with HOCM who received CMR before and after myectomy between January 2011 and June 2021. Preoperative and postoperative LA parameters derived from CMR-FT were compared, including LA reservoir function (total ejection fraction [EF], total strain [εs], peak positive strain rate [SRs]), conduit function (passive EF, passive strain [εe], peak early negative strain rate [SRe]) and booster function (booster EF, active strain [εa], late peak negative strain rate [SRa]). Eighty-six healthy participants were collected for comparison. Univariate and multivariate linear regression identified variables associated with the rate of change of εa. RESULTS Compared with preoperative parameters, LA reservoir function (total EF, εs, SRs), booster function (booster EF, εa, SRa), and SRe were significantly improved after myectomy (all P < 0.05), while no significant differences were observed in passive EF and εe. Postoperative patients with HOCM still had larger LA and worse LA function than healthy controls (all P < 0.05). After analyzing the rates of change in LA parameters, LA boost function, especially εa, showed the most dramatic improvement beyond the improvements in reservoir function, conduit function, and volume. In multivariable regression analysis, minimum LA volume index (adjusted β = - 0.39, P < 0.001) and Δleft ventricular outflow tract (LVOT) pressure gradient (adjusted β = - 0.29, P = 0.003) were significantly related to the rate of change of εa. CONCLUSIONS Patients with HOCM after septal myectomy showed LA reverse remodeling with a reduction in LA size and restoration in LA reservoir and booster function but unchanged LA conduit function. Among volumetric and functional changes, booster function had the greatest improvement postoperatively. Besides, preoperative LAVmin index and ΔLVOT might be potential factors associated with the degree of improvement in εa.
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Affiliation(s)
- Shujuan Yang
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Xiuyu Chen
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Kankan Zhao
- Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, SZ University Town, Shenzhen, 518055, China
| | - Shiqin Yu
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Wenhao Dong
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Jiaxin Wang
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Kai Yang
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Qiulan Yang
- Department of Cardiac Surgery, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Xuan Ma
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Zhixiang Dong
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Lele Liu
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Yanyan Song
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Minjie Lu
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China
| | - Shuiyun Wang
- Department of Cardiac Surgery, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China.
| | - Shihua Zhao
- MR Center, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beilishi Rd 167, Xicheng District, Beijing, 100037, China.
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9
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Zhuang B, Yu S, Feng Z, He F, Jiang Y, Zhao S, Lu M, Li S. Left ventricular strain derived from cardiac magnetic resonance can predict outcomes of pulmonary valve replacement in patients with repaired tetralogy of Fallot. Front Cardiovasc Med 2022; 9:917026. [PMID: 36061553 PMCID: PMC9433663 DOI: 10.3389/fcvm.2022.917026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 07/26/2022] [Indexed: 11/13/2022] Open
Abstract
PurposeSeveral adults with repaired tetralogy of Fallot (rToF) undergo pulmonary valve replacement (PVR) to reduce the right ventricular volume and retain right ventricular function. However, there is currently no consensus on the ideal time for PVR surgery in asymptomatic patients with rTOF with pulmonary regurgitation (PR). Clinical outcomes after PVR are also indeterminate. Recently, myocardial strain and strain rate derived from cardiac magnetic resonance (CMR) feature tracking were found to be more sensitive to right ventricular dysfunction than conventional parameters and therefore may add prognostic value in patients with rToF. We aimed to analyze whether pre-PVR left ventricular (LV) strain and strain rate detected by CMR feature tracking are associated with midterm outcomes after PVR in patients with rToF.MethodsSeventy-eight asymptomatic patients with rToF who required PVR due to moderate or severe PR were prospectively enrolled between January 2014 and June 2020. CMR cine sequences were obtained, and feature tracking parameters were measured preoperatively. Adverse events were documented during the follow-up. Receiver operating characteristic analysis was performed to determine the cutoff value. Kaplan–Meier curves were drawn with log-rank statistics; moreover, univariate and multivariate Cox proportional hazards regression analyses and Harrel C-indices were analyzed.ResultsDuring 3.6 ± 1.8 years of follow-up, 25 adverse events were recorded. Kaplan–Meier survival curves and univariate Cox analysis verified that patients with significantly reduced radial strain (RS), circumferential strain (CS), longitudinal strain (LS), RS rate at systole and diastole (RSRs and RSRe), and circumferential and LS rates at diastole (CSRe and LSRe) had worse event-free survival. After multivariate correction, only LS and LSRe remained significantly associated with adverse outcomes (hazard ratio = 1.243 [1.083–1.428] and 0.067 [0.017–0.258], respectively, all p < 0.05). The cutoff values of LS and LSRe were −12.30 (%) and 1.07 (s–1), respectively.ConclusionThe LV strain and strain rate prior to PVR are important prognostic factors for adverse events after PVR in rToF.
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Affiliation(s)
- Baiyan Zhuang
- Department of Magnetic Resonance Imaging, Cardiovascular Imaging and Intervention Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shiqin Yu
- Department of Magnetic Resonance Imaging, Cardiovascular Imaging and Intervention Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zicong Feng
- Pediatric Cardiac Surgery Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fengpu He
- Department of Cardiovascular Surgery, The First Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, China
| | - Yong Jiang
- Department of Echocardiography, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Echocardiography, Fuwai Hospital Chinese Academy of Medical Sciences, Shenzhen, China
| | - Shihua Zhao
- Department of Magnetic Resonance Imaging, Cardiovascular Imaging and Intervention Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Minjie Lu
- Department of Magnetic Resonance Imaging, Cardiovascular Imaging and Intervention Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China
- *Correspondence: Minjie Lu,
| | - Shoujun Li
- Pediatric Cardiac Surgery Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Shoujun Li,
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10
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Yang S, Ji K, Chen X, Li F, Yang K, Yu S, Zheng Y, Song Y, Zhao K, Lu M, Wang S, Wang S, Zhao S. Left Ventricular Myocardial Remodeling and Prognostic Marker Derived from Postmyectomy Cardiac MRI Feature Tracking in Hypertrophic Obstructive Cardiomyopathy. Radiol Cardiothorac Imaging 2022; 4:e210172. [PMID: 35506138 PMCID: PMC9059098 DOI: 10.1148/ryct.210172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 01/11/2022] [Accepted: 02/16/2022] [Indexed: 11/11/2022]
Abstract
Purpose To investigate myocardial remodeling using cardiac MRI (CMR) feature tracking (FT) and to explore the relationship between CMR parameters with outcomes in hypertrophic obstructive cardiomyopathy (HOCM) after myectomy. Materials and Methods In this single-center retrospective study, patients with HOCM undergoing myectomy between 2011 and 2019 were included. Pre- and postmyectomy global and regional strains were compared. Healthy participants were included for comparison. Composite events were recorded at follow-up performed after a minimum of 12 months. The paired-samples t test was utilized to compare pre- and postmyectomy variables. Results A total of 73 patients (44 years ± 14 [SD]; 45 men) were evaluated. Compared with preoperative parameters, global circumferential strain (CS) (-17.6% ± 4.4 vs -16.7% ± 3.9, P = .02) was impaired, but global longitudinal strain (LS) was improved (-9.3% ± 2.8 vs -10.8% ± 3.3, P < .001). Septal CS (-14.2% ± 4.0 vs -11.0% ± 4.4, P < .001) and septal radial strain (RS) (16.4% ± 10.6 vs 13.7% ± 9.5, P = .007) worsened, while septal LS (-8.1% ± 3.5 vs -10.2% ± 3.4, P < .001), lateral RS (40.1% ± 16.6 vs 54.4% ± 22.6, P < .001), lateral CS (-20.2% ± 4.1 vs -23.1% ± 4.8, P < .001), and lateral LS (-5.6% ± 5.6 vs -8.4% ± 5.2, P = .001) were improved. Sixteen of 73 patients (22%) experienced composite events after median follow-up of 39.1 months. Postoperative global CS provided the highest discrimination for composite event occurrence (area under the receiver operating characteristic curve, 0.73; 95% CI: 0.61, 0.83) with a cutoff of -16.7%. Patients with postoperative global CS greater than -16.7% had reduced event-free survival compared with those with postoperative global CS less than or equal to -16.7% (log-rank P = .002). Conclusion CMR-FT analysis demonstrated longitudinal and lateral restorations, but impaired global CS, after myectomy in patients with HOCM; furthermore, increased global CS was associated with poorer outcomes.Keywords: MR Imaging, Cardiac, Outcomes Analysis, Comparative Studies, Surgery© RSNA, 2022 Supplemental material is available for this article.
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Affiliation(s)
| | | | - Xiuyu Chen
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Fei Li
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Kai Yang
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Shiqin Yu
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Yucong Zheng
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Yanyan Song
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Kankan Zhao
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Minjie Lu
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Shengwei Wang
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Shuiyun Wang
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
| | - Shihua Zhao
- From the MR Center (S. Yang, K.J., X.C., F.L., K.Y., S. Yu, Y.S.,
M.L., S.Z.) and Department of Cardiac Surgery (Shuiyun Wang), Fuwai Hospital,
State Key Laboratory of Cardiovascular Disease, National Center for
Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking
Union Medical College, Beilishi Rd 167, Xicheng District, Beijing 100037, China;
Department of Radiology, Tsinghua University Hospital, Tsinghua University,
Beijing, China (Y.Z.); Paul C. Lauterbur Research Center for Biomedical Imaging,
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
Shenzhen, China (K.Z.); and Department of Cardiovascular Surgery Center, Beijing
Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung
and Blood Vascular Diseases, Beijing, China (Shengwei Wang)
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11
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Reference values of left and right atrial volumes and phasic function based on a large sample of healthy Chinese adults: A cardiovascular magnetic resonance study. Int J Cardiol 2022; 352:180-187. [DOI: 10.1016/j.ijcard.2022.01.071] [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: 09/12/2021] [Revised: 01/05/2022] [Accepted: 01/31/2022] [Indexed: 11/17/2022]
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Chen W, Qian W, Zhang X, Li D, Qian Z, Xu H, Liao S, Chen X, Wang Y, Hou X, Patel AR, Xu Y, Zou J. Ring-like late gadolinium enhancement for predicting ventricular tachyarrhythmias in non-ischaemic dilated cardiomyopathy. Eur Heart J Cardiovasc Imaging 2021; 22:1130-1138. [PMID: 34160025 DOI: 10.1093/ehjci/jeab117] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 05/20/2021] [Indexed: 02/07/2023] Open
Abstract
AIMS Myocardial fibrosis is associated with clinical ventricular tachyarrhythmia (VTA) events in patients with non-ischaemic dilated cardiomyopathy (DCM). Subepicardial or mid-wall ring-like late gadolinium enhancement (LGE) has received increasing attention in recent years. The aim of this study was to investigate the relationship between ring-like LGE and VTAs in DCM. METHODS AND RESULTS Patients diagnosed with non-ischaemic DCM who underwent cardiac magnetic resonance with LGE imaging at baseline were investigated. The composite outcome was the occurrence of VTAs defined as sustained ventricular tachycardia, ventricular fibrillation/flutter, aborted sudden cardiac death (SCD), SCD, and appropriate implantable cardioverter-defibrillator intervention. The final cohort comprised 157 patients, including 36 (22.9%) in no LGE group, 48 (30.6%) in focal LGE group, 40 (25.5%) in multi-focal LGE group, and 33 (21%) in ring-like LGE group. Ring-like LGE group patients were younger compared to focal and multi-focal LGE group (P < 0.001) with higher left ventricular ejection fraction (33.0% vs. 24.4% vs. 22.1%, P < 0.001). After a median of 13 ± 7 months follow-up, compared to patients with no LGE, the hazard ratios (HRs) with 95% confidence intervals (CIs) for VTAs were 2.90 (0.56-15.06), 5.55 (1.21-25.44), and 11.75 (2.66-51.92) for patients with focal LGE, multi-focal LGE, and ring-like LGE, respectively. After multivariable adjustment, ring-like LGE group remained associated with increased risk of VTAs (adjusted HR 10.00, 95% CI 1.54-64.98; P = 0.016) independent of the global LGE burden. CONCLUSION The ring-like pattern of LGE is independently associated with an increased risk of VTAs in patients with non-ischaemic DCM.
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Affiliation(s)
- Wensu Chen
- Department of Cardiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
- Department of Cardiology, Affiliated Hospital of Xuzhou Medical University, Huaihai Road 99, Xuzhou 221000, China
| | - Wen Qian
- Department of Radiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
| | - Xinwei Zhang
- Department of Cardiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
| | - Dongcheng Li
- Department of Cardiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
| | - Zhiyong Qian
- Department of Cardiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
| | - Hai Xu
- Internal Medicine, Northwell Health, 1350 Northern Blvd Suite 202, Manhasset, NY 11030, USA
| | - Shengen Liao
- Department of Cardiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
| | - Xing Chen
- Department of Cardiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
| | - Yao Wang
- Department of Cardiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
| | - Xiaofeng Hou
- Department of Cardiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
| | - Amit R Patel
- Department of Medicine and Radiology, University of Chicago, 5841 South Maryland Avenue, Chicago, IL 60637, USA
| | - Yi Xu
- Department of Radiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
| | - Jiangang Zou
- Department of Cardiology, First Affiliated Hospital, Nanjing Medical University, Guangzhou Road 300, Nanjing 210029, China
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Li S, Zhou D, Sirajuddin A, He J, Xu J, Zhuang B, Huang J, Yin G, Fan X, Wu W, Sun X, Zhao S, Arai AE, Lu M. T1 Mapping and Extracellular Volume Fraction in Dilated Cardiomyopathy: A Prognosis Study. JACC Cardiovasc Imaging 2021; 15:578-590. [PMID: 34538631 DOI: 10.1016/j.jcmg.2021.07.023] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 07/12/2021] [Accepted: 07/23/2021] [Indexed: 12/28/2022]
Abstract
OBJECTIVES The aim of this study is to examine the prognostic value of T1 mapping and the extracellular volume (ECV) fraction in patients with dilated cardiomyopathy (DCM). BACKGROUND Patients with DCM with functional left ventricular remodeling have poorer prognoses. Noninvasive assessment of myocardial fibrosis using T1 mapping and the ECV fraction may improve risk stratification of patients with DCM; however, this has not yet been systematically evaluated. METHODS A total of 659 consecutive patients with DCM (498 men; 45 ± 15 years) who underwent cardiac magnetic resonance with T1 mapping and late gadolinium enhancement (LGE) imaging with a 1.5-T magnetic resonance scanner were enrolled in this study. Primary endpoints were cardiac-related death and heart transplantation. Secondary endpoints were hospitalization for heart failure, ventricular arrhythmias, and implantable cardioverter-defibrillator or cardiac resynchronization therapy implantation. Survival estimates were calculated by Kaplan-Meier curves with the log-rank test. RESULTS During a mean follow-up of 66.3 ± 20.9 months, 122 and 205 patients with DCM reached the primary and secondary endpoints, respectively. The presence of LGE had an association with both of the primary and secondary endpoints observed in the patients with DCM (both P < 0.001). The maximum native T1 (HR: 1.04; 95% CI: 1.02-1.09) and maximum ECV fraction (HR: 1.14; 95% CI: 1.08-1.21) had associations with the primary endpoints in the patients with positive LGE (both P < 0.001), whereas the mean native T1 (HR: 1.13; 95% CI: 1.10-1.36) and mean ECV fraction (HR: 1.32; 95% CI: 1.12-1.53) had the best associations in the patients with negative LGE (all P < 0.001). CONCLUSIONS T1 mapping and the ECV fraction had prognostic value in patients with DCM and were particularly important in patients with DCM without LGE. Using a combination of T1 mapping, ECV fraction, and LGE provided optimal risk stratification for patients with DCM.
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Affiliation(s)
- Shuang Li
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Di Zhou
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Arlene Sirajuddin
- Department of Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Jian He
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jing Xu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Baiyan Zhuang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jinghan Huang
- Department of Heart-Lung Testing Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Gang Yin
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China
| | - Xiaohan Fan
- Department of Cardiology, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Weichun Wu
- Department of Echocardiography, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China
| | - Xiaoxin Sun
- Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China; Department of Nuclear Medicine, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Shihua Zhao
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Andrew E Arai
- Department of Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Minjie Lu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China.
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