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Wu P, Zhao Y, Guo X, Liu X, Hu Y, Xiao Y, Xu L, Huang N, Li Y, Wang Y, Ren T, Wu Q, Wang R, Zhang X, Wu Z, Li S. Prognostic Value of Resting Left Ventricular Sphericity Indexes in Coronary Artery Disease With Preserved Ejection Fraction. J Am Heart Assoc 2024; 13:e032169. [PMID: 39189479 PMCID: PMC11646507 DOI: 10.1161/jaha.123.032169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 07/02/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND Adverse left ventricular remodeling is a significant cardiovascular predictor for patients with coronary artery disease and preserved left ventricular ejection fraction (LVEF). However, the remodeling indexes reflecting left ventricular spherization by myocardial perfusion imaging are underexplored. METHODS AND RESULTS 727 patients (mean age 59.8±13.5 years, 329 women) diagnosed or suspected coronary artery disease with preserved LVEF who underwent resting myocardial perfusion imaging were retrospectively enrolled. The myocardial perfusion imaging findings including the total perfusion deficit and sphericity indexes (shape index (SI) and eccentricity index (EI) obtained from gated (QGS) and non-gated (QPS) images) were collected. Major adverse cardiovascular events (MACE) were followed up for 45.1±22.0 months. All patients were divided into 4 subgroups based on total perfusion deficit at 10% and LVEF at 65%. Univariable comparative analyses were performed in 5 cohorts (all patients and 4 subgroups). Patients who experienced MACE displayed higher SI and/or lower EI (all P<0.05). Kaplan-Meier survival analyses suggested significant differences for SIQPS in all 5 cohorts, for EIQPS and EIQGS in 4 cohorts, and for end-systolic and end-diastolic SIQGS in 3 cohorts (all P<0.05). Multivariate Cox analysis showed that abnormal SI and EI remained statistically significant predictors for MACE after adjusting for total perfusion deficit, LVEF, and other confounding factors. CONCLUSIONS For patients diagnosed or suspected of coronary artery disease with preserved or supra-normal LVEF, resting sphericity indexes by myocardial perfusion imaging displayed incremental long-term prognostic value. Among these indicators, SIQPS is particularly promising across different perfusion or preserved functional conditions.
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Affiliation(s)
- Ping Wu
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Collaborative Innovation Center for Molecular Imaging of Precision MedicineShanxi Medical UniversityTaiyuanChina
| | - Yuting Zhao
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
| | - Xiaoshan Guo
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Collaborative Innovation Center for Molecular Imaging of Precision MedicineShanxi Medical UniversityTaiyuanChina
| | - Xia Liu
- Department of RadiologyShanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical UniversityTaiyuanChina
| | - Yingqi Hu
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Shanxi Key Laboratory of Molecular ImagingShanxi Medical UniversityTaiyuanShanxiChina
| | - Yuxin Xiao
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Shanxi Key Laboratory of Molecular ImagingShanxi Medical UniversityTaiyuanShanxiChina
| | - Li Xu
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Shanxi Key Laboratory of Molecular ImagingShanxi Medical UniversityTaiyuanShanxiChina
| | - Nan Huang
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
| | - Yuanyuan Li
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Shanxi Key Laboratory of Molecular ImagingShanxi Medical UniversityTaiyuanShanxiChina
| | - Yanhui Wang
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Shanxi Key Laboratory of Molecular ImagingShanxi Medical UniversityTaiyuanShanxiChina
| | - Tailin Ren
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Shanxi Key Laboratory of Molecular ImagingShanxi Medical UniversityTaiyuanShanxiChina
| | - Qiuyan Wu
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Shanxi Key Laboratory of Molecular ImagingShanxi Medical UniversityTaiyuanShanxiChina
| | - Ruonan Wang
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Shanxi Key Laboratory of Molecular ImagingShanxi Medical UniversityTaiyuanShanxiChina
| | - Xiaoli Zhang
- Laboratory for Molecular Imaging, Department of Nuclear MedicineBeijing Anzhen Hospital, Capital Medical UniversityBeijingChina
| | - Zhifang Wu
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Collaborative Innovation Center for Molecular Imaging of Precision MedicineShanxi Medical UniversityTaiyuanChina
| | - Sijin Li
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityTaiyuanChina
- Collaborative Innovation Center for Molecular Imaging of Precision MedicineShanxi Medical UniversityTaiyuanChina
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Martínez-Lucio TS, Alexánderson-Rosas E, Carvajal-Juárez I, Mendoza-Ibáñez AK, Mendoza-Ibáñez OI, Monroy-Gonzalez AG, Peterson BW, Tsoumpas C, Slart RHJA. Left ventricular shape index and eccentricity index with ECG-gated Nitrogen-13 ammonia PET/CT in patients with myocardial infarction, ischemia, and normal perfusion. J Nucl Cardiol 2024; 36:101862. [PMID: 38608861 DOI: 10.1016/j.nuclcard.2024.101862] [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: 03/19/2024] [Revised: 03/29/2024] [Accepted: 04/02/2024] [Indexed: 04/14/2024]
Abstract
BACKGROUND LV geometry with shape index (SI) and eccentricity index (EI) measured by myocardial perfusion positron emission tomography/computed tomography (PET/CT) may allow the evaluation of left ventricular (LV) adverse remodeling. This first study aims to explore the relationship of SI and EI values acquired by Nitrogen-13 ammonia PET/CT in patients with normal perfusion, ischemia, and myocardial infarction. And evaluate the correlations between the variables of LV geometry, and with the variables of LV function. METHODS AND RESULTS One hundred and forty patients who underwent an electrocardiogram (ECG)-gated PET/CT were selected and classified into 4 groups according to ischemia or infarction burden (normal perfusion, mild ischemia, moderate-severe ischemia, and infarction). The variables were automatically retrieved using dedicated software (QPS/QGS; Cedars-Sinai, Los Angeles, CA, USA). On multicomparison analysis (one-way ANOVA and Dunnett's Test), subjects in the infarction group had significant higher values of SI end-diastolic rest (P < 0.001), and stress (P = 0.003), SI end-systolic rest (P = 0.002) and stress (P < 0.001) as well as statistically significant lower values of EI rest (P < 0.001) and stress (P < 0.001) when compared with all other groups. Regarding Pearson correlation, in the infarcted group all the variables of SI and EI were significantly correlated (P < 0.001) with strong correlation coefficients (>0.60). SI end-systolic correlated significantly with the variables of LV function independently of the group of patients (P < 0.05). CONCLUSIONS Shape and eccentricity indices differ in patients with myocardial infarction as compared to patients with ischemia or normal perfusion. This encourage further research in their potential for detecting LV adverse remodeling.
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Affiliation(s)
- Tonantzin Samara Martínez-Lucio
- University of Groningen and University Medical Centre Groningen, Department of Nuclear Medicine and Molecular Imaging, Groningen, the Netherlands.
| | - Erick Alexánderson-Rosas
- Instituto Nacional de Cardiología Ignacio Chávez, Mexico City, Mexico; Departamento de Fisiología, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico
| | | | | | - Oscar Isaac Mendoza-Ibáñez
- University of Groningen and University Medical Centre Groningen, Department of Nuclear Medicine and Molecular Imaging, Groningen, the Netherlands
| | - Andrea G Monroy-Gonzalez
- University of Groningen and University Medical Centre Groningen, Department of Nuclear Medicine and Molecular Imaging, Groningen, the Netherlands
| | - Brandon W Peterson
- University of Groningen and University Medical Centre Groningen, Department of Biomedical Engineering, Groningen, the Netherlands
| | - Charalampos Tsoumpas
- University of Groningen and University Medical Centre Groningen, Department of Nuclear Medicine and Molecular Imaging, Groningen, the Netherlands
| | - Riemer H J A Slart
- University of Groningen and University Medical Centre Groningen, Department of Nuclear Medicine and Molecular Imaging, Groningen, the Netherlands; Faculty of Science and Technology, Biomedical Photonic Imaging Group, University of Twente, Enschede, the Netherlands
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Zhao Y, Hu Y, Li Y, Wang Y, Xiao Y, Xu L, Ren T, Wu Q, Wang R, Wu Z, Li S, Wu P. Spherization indices measured by resting SPECT improve risk stratification in patients with ischemia with non-obstructive coronary artery disease (INOCA). EJNMMI Res 2024; 14:16. [PMID: 38324108 PMCID: PMC10850039 DOI: 10.1186/s13550-024-01075-9] [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: 09/13/2023] [Accepted: 01/29/2024] [Indexed: 02/08/2024] Open
Abstract
BACKGROUND The prevalence of ischemia with non-obstructive coronary artery disease (INOCA) is substantial, but its risk stratification has been suboptimal. Resting SPECT myocardial perfusion imaging (MPI) could provide useful heart information including spherical indices. We aimed to evaluate the prognostic value of spherical indices in individuals with INOCA. RESULTS During a median follow-up of 47.2 ± 20.8 months, 49 (17.2%) patients experienced major adverse cardiac events (MACE). Compared to those without MACE, those with MACE had a higher shape index (SI) (0.60 ± 0.07 vs. 0.58 ± 0.06; P = 0.028) and a lower E2 (eccentricity index calculated by the QPS) (0.81 ± 0.05 vs. 0.83 ± 0.04; P = 0.019). MACE event-free survival analysis revealed significant differences in the SI and E2 among all patients (all log-rank P < 0.01). Multivariate Cox analysis showed abnormal SI (HR: 2.73, 95% CI 1.44-5.18, P = 0.002) and E2 (HR: 1.94, 95% CI 1.08-3.48, P = 0.026) were both independent predictors for MACE when they were put into the same model, respectively. The incorporation of the SI into the baseline model demonstrated a significant improvement in the predictive accuracy for MACEs (P = 0.026), whereas E2 did not exhibit a similar improvement (P > 0.05). CONCLUSION For patients with INOCA, spherical indices (especially the SI) were associated with long-term MACE, which could be a preferable indicator for risk stratification and prognostic prediction.
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Affiliation(s)
- Yuting Zhao
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, Shanxi Medical University, Taiyuan, China
| | - Yingqi Hu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Molecular Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Yuanyuan Li
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Molecular Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Yanhui Wang
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Molecular Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Yuxin Xiao
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Molecular Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Li Xu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Molecular Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Tailin Ren
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Molecular Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Qiuyan Wu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Molecular Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Ruonan Wang
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Molecular Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Zhifang Wu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, Shanxi Medical University, Taiyuan, China
| | - Sijin Li
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China.
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, Shanxi Medical University, Taiyuan, China.
| | - Ping Wu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan, China.
- Collaborative Innovation Center for Molecular Imaging of Precision Medicine, Shanxi Medical University, Taiyuan, China.
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Hämäläinen H, Laitinen TM, Hedman M, Hedman A, Kivelä A, Laitinen TP. Cardiac remodelling in association with left ventricular dyssynchrony and systolic dysfunction in patients with coronary artery disease. Clin Physiol Funct Imaging 2022; 42:413-421. [PMID: 35848312 PMCID: PMC9796742 DOI: 10.1111/cpf.12780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 01/30/2022] [Accepted: 07/08/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND In patients with coronary artery disease (CAD), ischaemic cardiomyopathy may result in progressive cardiac remodelling and left ventricular (LV) dysfunction. Myocardial perfusion imaging (MPI) can be used to quantify LV size and shape, mechanical dyssynchrony (LVMD) and ejection fraction (EF) as well as myocardial ischaemia and injury extents. We investigated the prevalence of LV remodelling (LVR) in patients with CAD and the relationship between LVR, LVMD and EF. METHODS Three hundred twenty-six patients with CAD were evaluated. The EF and end-diastolic volume (EDV) were measured using MPI. LVMD was assessed using phase analysis. LVR was characterised according to LV dilatation or increased shape indices (systolic shape index [SIES] and diastolic shape index [SIED]). RESULTS LVR were observed in 41% of CAD patients. EDV, SIES and SIED were larger in patients with LVMD or low EF. After adjustment for age, sex and infarct and ischaemia extents, phase histogram bandwidth correlated with EDV (r = 0.218) and SIES (r = 0.266) and EF correlated with EDV (r = -0.535), SIES (r = -0.554) and SIED (r = -0.217, p < 0.001 for all). CONCLUSIONS LVR is frequently seen in patients with CAD and may be detected even before the development of symptomatic heart failure. A large LV volume and a more spherical-shaped LV were associated with LVMD and low EF, highlighting the close relationships between remodelling and systolic dyssynchrony and dysfunction. MPI is useful for assessing LVR by providing information about LV size and shape, which changes from an ellipsoid towards a spherical form in the development of ischaemic cardiomyopathy.
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Affiliation(s)
- Hanna Hämäläinen
- Department of Clinical Physiology and Nuclear MedicineKuopio University HospitalKuopioFinland,Institute of Clinical MedicineUniversity of Eastern FinlandKuopioFinland
| | - Tiina M. Laitinen
- Department of Clinical Physiology and Nuclear MedicineKuopio University HospitalKuopioFinland
| | - Marja Hedman
- Institute of Clinical MedicineUniversity of Eastern FinlandKuopioFinland,Department of Cardiothoracic SurgeryKuopio University HospitalKuopioFinland
| | - Antti Hedman
- Heart CenterKuopio University HospitalKuopioFinland
| | - Antti Kivelä
- Heart CenterKuopio University HospitalKuopioFinland
| | - Tomi P. Laitinen
- Department of Clinical Physiology and Nuclear MedicineKuopio University HospitalKuopioFinland,Institute of Clinical MedicineUniversity of Eastern FinlandKuopioFinland
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He Z, de Amorim Fernandes F, do Nascimento EA, Garcia EV, Mesquita CT, Zhou W. Incremental value of left ventricular shape parameters measured by gated SPECT MPI in predicting the super-response to CRT. J Nucl Cardiol 2022; 29:1537-1546. [PMID: 33506382 PMCID: PMC10959067 DOI: 10.1007/s12350-020-02469-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 11/19/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND The purpose of this study was to evaluate the predictive value of left ventricular (LV) shape parameters measured by gated SPECT myocardial perfusion imaging (MPI) in super-responders enrolled in the VISION-CRT trial. METHODS One hundred and ninety-nine patients who met standard criteria for CRT from multiple centers were enrolled in this study. End-systolic eccentricity (ESE) and end-diastolic eccentricity (EDE) were measures of LV shape. Super-responders were the patients who had a relative increase in left ventricular ejection fraction (LVEF) ≥ 15%. RESULTS Complete data were obtained in 165 patients, and 43.6% of them were classified as super-responders. ESE was an independent predictor of CRT super-responders in univariate (OR 12.59, 95% CI 1.56-101.35, P = .017) and multivariate analysis (OR 35.71, 95% CI 1.66-766.03, P = .006). ESE had an incremental value over significant clinical and SPECT imaging variables, including angiotensin-converting enzyme inhibitors or angiotensin II receptor blocker, coronary artery disease, myocardial infarction, LVEF, end-diastolic volume index, and scar burden (AUC 0.82 vs. 0.80, sensitivity 0.68 vs. 0.65, specificity 0.82 vs. 0.78). CONCLUSIONS LV shape parameters derived from gated SPECT MPI have the promise to improve the prediction of the super-response to CRT. Moreover, ESE provides incremental value over existing clinical and nuclear imaging variables.
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Affiliation(s)
- Zhuo He
- Department of Applied Computing, Michigan Technological University, 1400 Townsend Dr, Houghton, MI, 49931, USA
| | | | | | - Ernest V Garcia
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA
| | - Claudio T Mesquita
- Nuclear Medicine Department, Hospital Universitario Antonio Pedro-EBSERH-UFF, Niteroi, Brazil.
- Nuclear Medicine Department, Hospital Pró-Cardíaco, Rio de Janeiro, Brazil.
| | - Weihua Zhou
- Department of Applied Computing, Michigan Technological University, 1400 Townsend Dr, Houghton, MI, 49931, USA.
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Nitta K, Fukuda Y, Takahari K, Takeda A, Higashihara T, Morita Y, Watanabe N, Ikenaga H, Utsunomiya H, Ishibashi K, Kurisu S, Takahashi S, Awai K, Nakano Y. Factors Influencing Cardiac Sympathetic Nervous Function in Patients With Severe Aortic Stenosis: Assessment by 123I-Metaiodobenzylguanidine Myocardial Scintigraphy. Heart Lung Circ 2021; 31:671-677. [PMID: 34794871 DOI: 10.1016/j.hlc.2021.09.022] [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: 11/05/2020] [Revised: 05/28/2021] [Accepted: 09/12/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Numerous studies have shown that 123I-metaiodobenzylguanidine (MIBG) scintigraphy, an index of cardiac sympathetic nervous (CSN) activity, is useful for predicting prognosis in patients with heart failure. However, the factors influencing the CSN activity of patients with severe aortic stenosis (AS) remain unclear. METHODS We enrolled 91 patients with severe AS who underwent 123I-MIBG scintigraphy, coronary computed tomography (CCT), and transthoracic echocardiography. When CCT angiography (CCTA) showed an obstructive epicardial artery, invasive coronary angiography was performed within 1 week of CCTA. RESULTS There were 21 male and 70 female patients with a mean age of 84±5 years. Eighty-five (85) patients (93%) had hypertension and 13 patients (14%) had diabetes. Two (2) patients (2%) had previous myocardial infarction and eight (9%) had a previous coronary intervention. All patients had severe AS: aortic valve area was 0.63±0.18 cm2 and the mean pressure gradient was 56±19 mmHg. Regarding 123I-MIBG parameters, early heart-to-mediastinum (H/M) ratio was 3.1±0.5, delayed H/M ratio was 2.8±0.6, and the washout rate (WR) was 35%±13%. Multivariable linear regression analysis showed that coronary artery disease (β=-0.30, p=0.002) was an independent predictor of delayed H/M ratio, and that aortic valve area (β=-0.20, p=0.048) was an independent predictor of WR. CONCLUSIONS Our findings suggest that coronary artery disease is an independent predictor of delayed H/M ratio, and aortic valve area is an independent predictor of WR in patients with severe AS.
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Affiliation(s)
- Kazuhiro Nitta
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Yukihiro Fukuda
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan.
| | - Kosuke Takahari
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Atsushi Takeda
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Tasuku Higashihara
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Yuichi Morita
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Noriaki Watanabe
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Hiroki Ikenaga
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Hiroto Utsunomiya
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Ken Ishibashi
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Satoshi Kurisu
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Shinya Takahashi
- Department of Cardiovascular Surgery, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Kazuo Awai
- Department of Diagnostic Radiology, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
| | - Yukiko Nakano
- Department of Cardiovascular Medicine, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan
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