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Gao Y, Li B, Ma Y, Liang S, Yu A, Zhang H, Guo Z. Myocardial mechanical function measured by cardiovascular magnetic resonance in patients with heart failure. J Cardiovasc Magn Reson 2024; 26:101111. [PMID: 39433255 DOI: 10.1016/j.jocmr.2024.101111] [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: 09/06/2024] [Accepted: 10/14/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND Strain analysis offers a valuable tool to assess myocardial mechanics, allowing for the detection of impairments in heart function. This study aims to evaluate the pattern of myocardial strain in patients with heart failure (HF). METHODS In the present study, myocardial strain was measured by cardiac magnetic resonance imaging feature tracking in 35 control subjects without HF and 195 HF patients. The HF patients were further categorized as HF with preserved ejection fraction (HFpEF, n = 80), with mid-range ejection fraction (HFmrEF, n = 34), and with reduced ejection fraction (HFrEF, n = 81). Additionally, quantitative tissue evaluation parameters, including native T1 relaxation time and extracellular volume (ECV), were examined. RESULTS Compared to controls, patients in all HF groups (HFpEF, HFmrEF, and HFrEF) demonstrated impaired left ventricular (LV) strains and systolic and diastolic strain rates in all three directions (radial, circumferential, and longitudinal) (p < 0.05 for all). LV strains also showed significant correlations with LV ejection fraction and brain natriuretic peptide levels (p < 0.001 for all). Notably, septal contraction was significantly affected in HFpEF compared to controls. While LV torsion was slightly increased in HFpEF, it was decreased in HFrEF. Native T1 relaxation times and ECV fractions were significantly higher in HFrEF compared to HFpEF (p < 0.05). Overall, myocardial strain parameters demonstrated good performance in differentiating HF categories. CONCLUSIONS The myocardial strain impairments exhibit a spectrum of severity in patients with HFpEF, HFmrEF, and HFrEF compared to controls. Assessment of myocardial mechanics using strain analysis may offer a clinically useful tool for monitoring the progression of systolic and diastolic dysfunction in HF patients.
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Affiliation(s)
- Yufan Gao
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, China; Department of Radiology, Chest Hospital, Tianjin University, Tianjin 300222, China
| | - Boxin Li
- Department of Radiology, Chest Hospital, Tianjin University, Tianjin 300222, China
| | - Yanhe Ma
- Department of Radiology, Chest Hospital, Tianjin University, Tianjin 300222, China
| | - Shuo Liang
- Department of Radiology, Chest Hospital, Tianjin University, Tianjin 300222, China
| | - Anhong Yu
- Department of Radiology, Chest Hospital, Tianjin University, Tianjin 300222, China
| | - Hong Zhang
- Department of Radiology, Chest Hospital, Tianjin University, Tianjin 300222, China.
| | - Zhigang Guo
- Department of Cardiac Surgery, Chest Hospital, Tianjin University, Tianjin 300222, China; Tianjin Key Laboratory of Cardiovascular Emergency and Critical Care, Tianjin Municipal Science and Technology Bureau, Tianjin 300222, China.
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2
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Yang W, Zhu L, He J, Wu W, Zhang Y, Zhuang B, Xu J, Zhou D, Wang Y, Liu G, Sun X, Zhang Q, Sirajuddin A, Arai AE, Zhao S, Lu M. Long-term outcomes prediction in diabetic heart failure with preserved ejection fraction by cardiac MRI. Eur Radiol 2024; 34:5678-5690. [PMID: 38421414 DOI: 10.1007/s00330-024-10658-y] [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: 11/05/2023] [Revised: 12/21/2023] [Accepted: 01/23/2024] [Indexed: 03/02/2024]
Abstract
OBJECTIVES We aimed to explore imaging features including tissue characterization and myocardial deformation in diabetic heart failure with preserved ejection fraction (HFpEF) patients by magnetic resonance imaging (MRI) and investigate its prognostic value for adverse outcomes. MATERIALS AND METHODS Patients with HFpEF who underwent cardiac MRI between January 2010 and December 2016 were enrolled. Feature-tracking (FT) analysis and myocardial fibrosis were assessed by cardiac MRI. Cox proportional regression analysis was performed to determine the association between MRI variables and primary outcomes. Primary outcomes were all-cause death or heart failure hospitalization during the follow-up period. RESULTS Of the 335 enrolled patients with HFpEF, 191 had diabetes mellitus (DM) (mean age: 58.7 years ± 10.8; 137 men). During a median follow-up of 10.2 years, 91 diabetic HFpEF and 56 non-diabetic HFpEF patients experienced primary outcomes. DM was a significant predictor of worse prognosis in HFpEF. In diabetic HFpEF, the addition of conventional imaging variables (left ventricular ejection fraction, left atrial volume index, extent of late gadolinium enhancement (LGE)) and global longitudinal strain (GLS) resulted in a significant increase in the area under the receiver operating characteristic curve (from 0.693 to 0.760, p < 0.05). After adjustment for multiple clinical and imaging variables, each 1% worsening in GLS was associated with a 9.8% increased risk of adverse events (p = 0.004). CONCLUSIONS Diabetic HFpEF is characterized by more severely impaired strains and myocardial fibrosis, which is identified as a high-risk HFpEF phenotype. In diabetic HFpEF, comprehensive cardiac MRI provides incremental value in predicting prognosis. Particularly, MRI-FT measurement of GLS is an independent predictor of adverse outcome in diabetic HFpEF. CLINICAL RELEVANCE STATEMENT Our findings suggested that MRI-derived variables, especially global longitudinal strain, played a crucial role in risk stratification and predicting worse prognosis in diabetic heart failure with preserved ejection fraction, which could assist in identifying high-risk patients and guiding therapeutic decision-making. KEY POINTS • Limited data are available on the cardiac MRI features of diabetic heart failure with preserved ejection fraction, including myocardial deformation and tissue characterization, as well as their incremental prognostic value. • Diabetic heart failure with preserved ejection fraction patients was characterized by more impaired strains and myocardial fibrosis. Comprehensive MRI, including tissue characterization and global longitudinal strain, provided incremental value for risk prediction. • MRI served as a valuable tool for identifying high-risk patients and guiding clinical management in diabetic heart failure with preserved ejection fraction.
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Affiliation(s)
- Wenjing Yang
- Departments 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, 100037, China
| | - Leyi Zhu
- Departments 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, 100037, China
| | - Jian He
- Departments 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, 100037, China
| | - Weichun Wu
- Departments 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, 100037, China
| | - Yuhui Zhang
- Department of Heart Failure Centre, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
| | - Baiyan Zhuang
- Departments 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, 100037, China
| | - Jing Xu
- Departments 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, 100037, China
| | - Di Zhou
- Departments 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, 100037, China
| | - Yining Wang
- Departments 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, 100037, China
| | - Guanshu Liu
- Department of Neurology, Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Xiaoxin Sun
- Departments 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, Beijing, 100037, China
- Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China
| | - Qiang Zhang
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Arlene Sirajuddin
- Department of Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Shihua Zhao
- Departments 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, 100037, China
| | - Minjie Lu
- Departments 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, 100037, China.
- Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China.
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3
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He J, Yang W, Wu W, Yin G, Zhuang B, Xu J, Zhou D, Zhang J, Wang Y, Zhu L, Sun X, Sirajuddin A, Teng Z, Kureshi F, Arai AE, Zhao S, Lu M. Heart Failure with Normal Natriuretic Peptide Levels and Preserved Ejection Fraction: A Prospective Clinical and Cardiac MRI Study. Radiol Cardiothorac Imaging 2024; 6:e230281. [PMID: 38695743 PMCID: PMC11211949 DOI: 10.1148/ryct.230281] [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: 09/14/2023] [Revised: 02/20/2024] [Accepted: 03/20/2024] [Indexed: 06/16/2024]
Abstract
Purpose To describe the clinical presentation, comprehensive cardiac MRI characteristics, and prognosis of individuals with predisposed heart failure with preserved ejection fraction (HFpEF). Materials and Methods This prospective cohort study (part of MISSION-HFpEF [Multimodality Imaging in the Screening, Diagnosis, and Risk Stratification of HFpEF]; NCT04603404) was conducted from January 1, 2019, to September 30, 2021, and included individuals with suspected HFpEF who underwent cardiac MRI. Participants who had primary cardiomyopathy and primary valvular heart disease were excluded. Participants were split into a predisposed HFpEF group, defined as HFpEF with normal natriuretic peptide levels based on an HFA-PEFF (Heart Failure Association Pretest Assessment, Echocardiography and Natriuretic Peptide, Functional Testing, and Final Etiology) score of 4 from the latest European Society of Cardiology guidelines, and an HFpEF group (HFA-PEFF score of ≥ 5). An asymptomatic control group without heart failure was also included. Clinical and cardiac MRI-based characteristics and outcomes were compared between groups. The primary end points were death, heart failure hospitalization, or stroke. Results A total of 213 participants with HFpEF, 151 participants with predisposed HFpEF, and 100 participants in the control group were analyzed. Compared with the control group, participants with predisposed HFpEF had worse left ventricular remodeling and function and higher systemic inflammation. Compared with participants with HFpEF, those with predisposed HFpEF, whether obese or not, were younger and had higher plasma volume, lower prevalence of atrial fibrillation, lower left atrial volume index, and less impaired left ventricular global longitudinal strain (-12.2% ± 2.8 vs -13.9% ± 3.1; P < .001) and early-diastolic global longitudinal strain rate (eGLSR, 0.52/sec ± 0.20 vs 0.57/sec ± 0.15; P = .03) but similar prognosis. Atrial fibrillation occurrence (hazard ratio [HR] = 3.90; P = .009), hemoglobin level (HR = 0.94; P = .001), and eGLSR (per 0.2-per-second increase, HR = 0.28; P = .002) were independently associated with occurrence of primary end points in participants with predisposed HFpEF. Conclusion Participants with predisposed HFpEF showed relatively unique clinical and cardiac MRI features, warranting greater clinical attention. eGLSR should be considered as a prognostic factor in participants with predisposed HFpEF. Keywords: Heart Failure with Preserved Ejection Fraction, Normal Natriuretic Peptide Levels, Cardiovascular Magnetic Resonance, Myocardial Strain, Prognosis Clinical trial registration no. NCT04603404 Supplemental material is available for this article. © RSNA, 2024.
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Affiliation(s)
- Jian He
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Wenjing Yang
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Weichun Wu
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Gang Yin
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Baiyan Zhuang
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Jing Xu
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Di Zhou
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Jian Zhang
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Yining Wang
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Leyi Zhu
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Xiaoxin Sun
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Arlene Sirajuddin
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Zhongzhao Teng
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Faraz Kureshi
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Andrew E. Arai
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Shihua Zhao
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
| | - Minjie Lu
- From the Department of Magnetic Resonance Imaging (J.H., W.Y., G.Y.,
B.Z., J.X., D.Z., Y.W., L.Z., S.Z., M.L.), Department of Echocardiography
(W.W.), Heart Failure Center (J.Z.), and Department of Nuclear Medicine (X.S.),
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of
Medical Sciences and Peking Union Medical College, Beijing, China; Department of
Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing,
China (J.H.); National Heart, Lung, and Blood Institute, National Institutes of
Health, Department of Health and Human Services, Bethesda, Md (A.S., A.E.A.);
Andrew Arai Consulting, Kensington, Md (A.E.A.); Department of Radiology,
University of Cambridge, Cambridge, UK (Z.T.); Axis Cardiovascular and Axis
Cardiovascular Advanced Imaging, St David’s Healthcare, Austin, Tex
(F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese
Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.
167, Xicheng District, Beijing 100037, China (W.W., G.Y., X.S., M.L.)
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4
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Zhao B, Zhang S, Chen L, Xu K, Hou Y, Han S. Characteristics and prognostic value of cardiac magnetic resonance strain analysis in patients with different phenotypes of heart failure. Front Cardiovasc Med 2024; 11:1366702. [PMID: 38826817 PMCID: PMC11140118 DOI: 10.3389/fcvm.2024.1366702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 04/22/2024] [Indexed: 06/04/2024] Open
Abstract
Background Strain analysis of cardiac magnetic resonance imaging (CMR) is important for the prognosis of heart failure (HF). Herein, we aimed to identify the characteristics and prognostic value of strain analysis revealed by CMR in different HF phenotypes. Methods Participants with HF, including HF with reduced ejection fraction, HF with mildly reduced ejection fraction, and HF with preserved ejection fraction, and controls were enrolled. The baseline information and clinical parameters of participants were collected, and echocardiography and CMR examination were performed. Three-dimensional strain analysis was performed in the left ventricle, right ventricle, left atrium, and right atrium using CMR. A multifactor Cox risk proportional model was established to assess the influencing factors of cardiovascular adverse events in patients with HF. Results During a median follow-up of 999 days (range: 616-1334), 20.6% of participants (73/354) experienced adverse events (HF readmission and/or cardiovascular death). Univariable Cox regression revealed that a 1% increase in left atrial global longitudinal strain (LAGLS) was associated with a hazard ratio (HR) of 1.21 [95% confidence interval (CI):1.15-1.28; P < 0.001]. Left ventricular global circumferential strain (LVGCS) (HR, 1.18; 95% CI: 1.12-1.24; P < 0.001), and left ventricular global longitudinal strain (LVGLS) (HR, 1.27; 95% CI: 1.20-1.36; P < 0.001) were also associated with HF hospitalizations and cardiovascular deaths. Among clinical variables, hypertension (HR, 2.11; 95% CI: 1.33-13.36; P = 0.002), cardiomyopathy (HR, 2.26; 95% CI: 1.42-3.60; P < 0.001) were associated with outcomes in univariable analysis. Multivariable analyses revealed that LAGLS (95% CI: 1.08-1.29; P < 0.001), LVGLS (95% CI:1.08-1.29; P < 0.001) and LVGCS (95% CI: 1.19-1.51; P < 0.001) were significantly associated with outcomes. Among clinical variables, hypertension (95% CI: 1.09-3.73; P < 0.025) remained a risk factor. Conclusion CMR plays an obvious role in phenotyping HF. Strain analysis, particularly left atrial and left ventricular strain analysis (LAGLS, LVGLS, and LVGCS) has good value in predicting adverse outcome events.
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Affiliation(s)
- Bianjie Zhao
- Department of Nephrology, The Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Shiwen Zhang
- Department of General Practice, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Liang Chen
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Kai Xu
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yinglong Hou
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan, China
- Department of Cardiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Medicine and Health Key Laboratory of Cardiac Electrophysiology and Arrhythmia, Jinan, China
| | - Shuguang Han
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Radiology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
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5
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Yang Z, Wen J, Tang D, Luo Y, Xiang C, Xia L, Huang L. Sex-Related Differences of Left Atrial Strain in Patients With Hypertension Using Cardiac Magnetic Resonance Feature Tracking. J Thorac Imaging 2024; 39:W40-W47. [PMID: 37982515 DOI: 10.1097/rti.0000000000000760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
PURPOSE Previous studies demonstrated the impact of sex on left ventricular (LV) strain in patients with essential hypertension. However, little is known about the effect of sex on left atrial (LA) strain in patients with hypertension. This study aimed to explore the sex-related differences of LA strain by using cardiac magnetic resonance feature tracking in patients with hypertension and preserved LV ejection fraction. MATERIALS AND METHODS One hundred and fifty hypertensive patients (100 men and 50 women) and 105 age-matched and sex-matched normotensive controls (70 men and 35 women) were retrospectively enrolled and underwent cardiac magnetic resonance examination. LA strain parameters included LA reservoir strain (εs), conduit strain (εe), pump strain (εa), and their corresponding strain rate (SRs, SRe, and SRa). RESULTS Men had significantly higher LV mass index, lower εs and εe than women in both patients and controls (all P <0.05). LA strain and strain rate were significantly reduced in hypertensive patients compared with controls, both in men and women (all P <0.05). In men, hypertension and its interaction were associated with increased LV mass index and decreased εs and εe. In multivariable analysis, men, LV ejection fraction, and LA minimum volume index remained independent determinants of εs and εe in all hypertensive patients (all P <0.05). CONCLUSION LA strain was significantly impaired in hypertensive patients, and men had more impaired LA strain than women. These findings further emphasize the sex-related differences in the response of LA strain to hypertension in the early stage.
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Affiliation(s)
- Zhaoxia Yang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
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6
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Yang W, Xu J, Zhu L, Zhang Q, Wang Y, Zhao S, Lu M. Myocardial Strain Measurements Derived From MR Feature-Tracking: Influence of Sex, Age, Field Strength, and Vendor. JACC Cardiovasc Imaging 2024; 17:364-379. [PMID: 37480906 DOI: 10.1016/j.jcmg.2023.05.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 05/22/2023] [Accepted: 05/24/2023] [Indexed: 07/24/2023]
Abstract
BACKGROUND Cardiac magnetic resonance feature tracking (CMR-FT) is a novel technique for assessing myocardial deformation and dysfunction. However, a comprehensive assessment of normal values of strain parameters in all 4 cardiac chambers using different vendors is lacking. OBJECTIVES This study aimed to characterize the normal values for myocardial strain in all 4 cardiac chambers and identify factors that contribute to variations in FT strain through a systematic review and meta-analysis of the CMR-FT published reports. METHODS The investigators searched PubMed, Embase, and Scopus for myocardial strains of all 4 chambers measured by CMR-FT in healthy adults. The pooled means of all strain parameters were generated using a random-effects model. Subgroup analyses and meta-regressions were performed to identify the sources of variations. RESULTS This meta-analysis included 44 studies with a total of 3,359 healthy subjects. The pooled means of left ventricular global longitudinal strain (LV-GLS), LV global radial strain, and LV global circumferential strain (GCS) were -18.4% (95% CI: -19.2% to -17.6%), 43.7% (95% CI: 40.0%-47.4%), and -21.4% (95% CI: -22.3% to -20.6%), respectively. The pooled means of left atrial (LA)-GLS (corresponding to total strain, passive strain, and active strain) were 34.9% (95% CI: 29.6%-40.2%), 21.3% (95% CI: 16.6%-26.1%) and 14.3% (95% CI: 11.8%-16.8%), respectively. The pooled means of right ventricular (RV)-GLS and right atrial global longitudinal total strain were -24.0% (95% CI: -25.8% to -22.1%) and 36.3% (95% CI: 15.5%-57.0%), respectively. Meta-regression identified field strength (P < 0.001; I2 = 98.6%) and FT vendor (P < 0.001; I2 = 98.5%) as significant confounders contributing to heterogeneity of LV-GLS. The variations of LA-GLSactive were associated with regional distribution (P < 0.001; I2 = 97.3%) and FT vendor (P < 0.001; I2 = 97.4%). Differences in FT vendor were attributed to variations of LV-GCS and RV-GLS (P = 0.02; I2 = 98.8% and P = 0.01; I2 = 93.8%). CONCLUSIONS This study demonstrated the normal values of CMR-FT strain parameters in all 4 cardiac chambers in healthy subjects. Differences in FT vendor contributed to the heterogeneity of LV-GLS, LV-GCS, LA-GLSactive, and RV-GLS, whereas sex, age, and MR vendor had no effect on the normal values of CMR-FT strain measurements.
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Affiliation(s)
- Wenjing Yang
- 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
| | - Leyi Zhu
- 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
| | - Qiang Zhang
- Oxford Centre for Clinical Magnetic Resonance Research, John Radcliffe Hospital, National Institute for Health Research Oxford Biomedical Research Centre, Oxford British Heart Foundation Centre of Research Excellence, University of Oxford, Oxford, United Kingdom
| | - Yining Wang
- Department of Radiology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1, Shuaifuyuan, Dongcheng District, Beijing, 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
| | - 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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Nandi SS, Katsurada K, Moulton MJ, Zheng H, Patel KP. Enhanced central sympathetic tone induces heart failure with preserved ejection fraction (HFpEF) in rats. Front Physiol 2023; 14:1277065. [PMID: 38169715 PMCID: PMC10758618 DOI: 10.3389/fphys.2023.1277065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 11/20/2023] [Indexed: 01/05/2024] Open
Abstract
Heart failure with preserved ejection fraction (HFpEF) is a heterogenous clinical syndrome characterized by diastolic dysfunction, concentric cardiac left ventricular (LV) hypertrophy, and myocardial fibrosis with preserved systolic function. However, the underlying mechanisms of HFpEF are not clear. We hypothesize that an enhanced central sympathetic drive is sufficient to induce LV dysfunction and HFpEF in rats. Male Sprague-Dawley rats were subjected to central infusion of either saline controls (saline) or angiotensin II (Ang II, 20 ng/min, i.c.v) via osmotic mini-pumps for 14 days to elicit enhanced sympathetic drive. Echocardiography and invasive cardiac catheterization were used to measure systolic and diastolic functions. Mean arterial pressure, heart rate, left ventricular end-diastolic pressure (LVEDP), and ± dP/dt changes in responses to isoproterenol (0.5 μg/kg, iv) were measured. Central infusion of Ang II resulted in increased sympatho-excitation with a consequent increase in blood pressure. Although the ejection fraction was comparable between the groups, there was a decrease in the E/A ratio (saline: 1.5 ± 0.2 vs Ang II: 1.2 ± 0.1). LVEDP was significantly increased in the Ang II-treated group (saline: 1.8 ± 0.2 vs Ang II: 4.6 ± 0.5). The increase in +dP/dt to isoproterenol was not significantly different between the groups, but the response in -dP/dt was significantly lower in Ang II-infused rats (saline: 11,765 ± 708 mmHg/s vs Ang II: 8,581 ± 661). Ang II-infused rats demonstrated an increased heart to body weight ratio, cardiomyocyte hypertrophy, and fibrosis. There were elevated levels of atrial natriuretic peptide and interleukin-6 in the Ang II-infused group. In conclusion, central infusion of Ang II in rats induces sympatho-excitation with concurrent diastolic dysfunction, pathological cardiac concentric hypertrophy, and cardiac fibrosis. This novel model of centrally mediated sympatho-excitation demonstrates characteristic diastolic dysfunction in rats, representing a potentially useful preclinical murine model of HFpEF to investigate various altered underlying mechanisms during HFpEF in future studies.
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Affiliation(s)
- Shyam S. Nandi
- Department of Cellular and Integrative Physiology, University of Nebraska Medical Center, Omaha, NE, United States
| | - Kenichi Katsurada
- Division of Cardiovascular Medicine, Department of Internal Medicine, Jichi Medical University School of Medicine, Shimotsuke, Tochigi, Japan
| | - Michael J. Moulton
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, United States
| | - Hong Zheng
- Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, United States
| | - Kaushik P. Patel
- Department of Cellular and Integrative Physiology, University of Nebraska Medical Center, Omaha, NE, United States
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Cui J, Zhao Y, Qian G, Yue X, Luo C, Li T. Cardiac magnetic resonance for the early prediction of reverse left ventricular remodeling in patients with ST-segment elevation myocardial infarction. Eur Radiol 2023; 33:8501-8512. [PMID: 37458756 DOI: 10.1007/s00330-023-09907-3] [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: 11/02/2022] [Revised: 03/16/2023] [Accepted: 03/30/2023] [Indexed: 11/26/2023]
Abstract
OBJECTIVES To evaluate the changes in cardiac magnetic resonance (CMR) characteristics and investigate the predictors of reverse left ventricular remodeling (r-LVR) in ST-segment elevation myocardial infarction (STEMI) patients. MATERIALS AND METHODS Eighty-six STEMI patients (median 56 years) were retrospectively studied. The patients were divided into r-LVR and without r-LVR groups. CMR analysis included LV volume, infarct characteristics, and global and regional myocardial function. The strain and displacement were assessed by CMR-feature tracking. The predictors of r-LVR were analyzed by the logistic regression method. RESULTS There were 37 patients in the r-LVR group and 49 patients in the without r-LVR group. At initial CMR, there was no difference in LV volume and global cardiac function between the two groups. However, the infarct zone radial and longitudinal displacements were higher in the r-LVR group (p < 0.05, respectively). At the second CMR, the r-LVR group showed higher LVEF, lower LV volume, and total enhanced mass (all p < 0.05). The infarct zone radial and circumferential strains and radial displacement were higher in the r-LVR group (all p < 0.05). The r-LVR group had better recovery of myocardial injury and function. Of note, microvascular obstruction (MVO) mass (odds ratio: 0.779 (0.613-0.989), p = 0.041) and infarct zone peak longitudinal displacement (PLD) (odds ratio: 1.448 (1.044-2.008), p = 0.026) were independent predictors of r-LVR. CONCLUSIONS At initial CMR, there were no differences in global cardiac function between the two groups, but infarct zone displacements were higher in the r-LVR group. The r-LVR group had better recovery of cardiac function. In addition, MVO mass and infarct zone PLD were independent predictors of r-LVR. CLINICAL RELEVANCE STATEMENT Our study assessed changes in cardiac structure, function, and tissue characteristics after STEMI by CMR, investigated the best predictors of r-LVR in STEMI patients, and laid the foundation for the development of new parameter-guided treatment strategies for STEMI patients. KEY POINTS • At initial CMR, the reverse left ventricular remodeling (r-LVR) group had less myocardial damage and higher infarct zone displacement, but there were no differences in global function between the two groups. • Both groups showed recovery of myocardial injury and cardiac function over time, but the r-LVR group had less enhanced mass and better cardiac function compared to the without r-LVR group at the second CMR. • Microvascular obstruction mass and infarct zone peak longitudinal displacement by cardiac magnetic resonance feature-tracking were significant predictors of r-LVR in STEMI patients.
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Affiliation(s)
- Jianing Cui
- Department of Radiology, the First Medical center, PLA General Hospital, Beijing, China
| | - Yanan Zhao
- Department of Radiology, the First Medical center, PLA General Hospital, Beijing, China
| | - Geng Qian
- Department of Cardiology, The Six Medical Center, PLA General Hospital, Beijing, China
| | | | - Chuncai Luo
- Department of Radiology, the First Medical center, PLA General Hospital, Beijing, China
| | - Tao Li
- Department of Radiology, the First Medical center, PLA General Hospital, Beijing, China.
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9
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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: 7] [Impact Index Per Article: 3.5] [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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10
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The Diagnostic and Prognostic Value of Cardiac Magnetic Resonance Strain Analysis in Heart Failure with Preserved Ejection Fraction. CONTRAST MEDIA & MOLECULAR IMAGING 2023; 2023:5996741. [PMID: 36793498 PMCID: PMC9925252 DOI: 10.1155/2023/5996741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 10/02/2022] [Accepted: 12/24/2022] [Indexed: 02/08/2023]
Abstract
Background Strain analysis of cardiac magnetic resonance (CMR) is critical for the diagnosis and prognosis of heart failure (HF) with preserved ejection fraction (HFpEF). Our study aimed to identify the diagnostic and prognostic value of strain analysis revealed by CMR in HFpEF. Methods Participants in HFpEF and control were recruited according to the guideline. Baseline information, clinical parameters, blood samples were collected, and echocardiography and CMR examination were performed. Various parameters, including global longitudinal strain, global circumferential strain (GCS) and global radial strain in left ventricle (LV), right ventricle (RV), and left atrium, were measured from CMR. Receiver operator curve (ROC) was established to evaluate the diagnostic and prognostic value of strains in HFpEF. Results Seven strains, with the exception of RVGCS, were employed to generate ROC curves after t-test. All strains had significant diagnostic value for HFpEF. The area under curve (AUC) of LV strains was greater than 0.7 and the AUC of the combined analysis of LV strains was 0.858 (95% confidence interval (CI): 0.798-0.919, sensitivity: 0.713, specificity: 0.875, P < 0.001), indicating that they had a higher diagnostic value than individual LV strains. However, individual strains had no predictive value in identifying end-point events in HFpEF, the AUC of coanalysis of LV strains was 0.722 (95% CI: 0.573-0.872, sensitivity: 0.500, specificity: 0.959, P = 0.004), indicating its prognostic relevance. Conclusion Individual strain analysis in CMR may be useful for diagnosing HFpEF, the combination of LV strain analysis had the highest diagnostic value. Moreover, the prognostic value of individual strain analysis in predicting HFpEF outcome was not satisfactory while the combined usage of LV strain analysis was prognostically valuable in HFpEF outcome prediction.
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11
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He J, Yang W, Wu W, Sun X, Li S, Yin G, Zhuang B, Xu J, Zhou D, Zhang Y, Wang Y, Zhu L, Sharma P, Sirajuddin A, Teng Z, Kureshi F, Zhao S, Lu M. Clinical features, myocardial strain and tissue characteristics of heart failure with preserved ejection fraction in patients with obesity: A prospective cohort study. EClinicalMedicine 2023; 55:101723. [PMID: 36386034 PMCID: PMC9646878 DOI: 10.1016/j.eclinm.2022.101723] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 10/11/2022] [Accepted: 10/11/2022] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND The pathophysiology and subsequent myocardial dysfunction of heart failure with preserved ejection fraction (HFpEF) with comorbid obesity has not been extensively described. This study aimed to investigate the clinical features and cardiovascular magnetic resonance (CMR) derived myocardial strain and tissue characteristics in patients with HFpEF and comorbid obesity phenotype. METHODS In this prospective cohort study, we included consecutive patients admitted to Fuwai hospital in China who underwent CMR. Patients with HFpEF or obesity were diagnosed with demographic data, clinical presentation, laboratory test, and echocardiography or CMR imaging. The key exclusion criteria were cardiomyopathy, primary valvular heart disease, and significant coronary artery disease. Participant data were obtained from the electronic medical records database or inquiry. Comparisons of clinical features and CMR derived structural and functional parameters amongst different groups were made using one-way analysis of variance, or χ2 tests, and post hoc Bonferroni analysis where appropriate. FINDINGS Between January 1, 2019 and July 31, 2021, 280 participants (108 patients with HFpEF and obesity, 50 patients with HFpEF and normal weight, 72 patients with obesity, and 50 healthy controls) were enrolled. Compared with patients with HFpEF and normal weight, patients with HFpEF and obesity were younger males, and had higher plasma volume, uric acid and hemoglobin levels, yet less often atrial fibrillation, and lower NT-proBNP levels, and had higher left ventricular mass index, end-diastole/systole volume index, lower left atrial volume index, and worse myocardial strains (all p ≤ 0.05), but no remarkable difference in late gadolinium enhancement (LGE) presence and extracellular volume fraction (ECV). After adjusting for age, atrial fibrillation, and coronary artery disease, only global longitudinal strain (GLS, p = 0.031) and early-diastolic global longitudinal strain rate (eGLSR, p = 0.043) were considerably worse in patients with HFpEF and obesity versus patients with HFpEF and normal weight. Furthermore, early-diastolic strain rates showed no linear association with ECV in patients with HFpEF and obesity. Moreover, GLS demonstrated the highest diagnostic ability when compared with traditional CMR structural parameters and ECV to diagnose patients with HFpEF and obesity in the setting of obesity. INTERPRETATION Higher systemic inflammation, and worse GLS and eGLSR may be the distinct features of obesity-related HFpEF phenotype; strains and ECV may represent different mechanisms of HFpEF with obesity, deserving further study. FUNDING The Construction Research Project of Key Laboratory (Cultivation) of Chinese Academy of Medical Sciences (2019PT310025); National Natural Science Foundation of China (81971588); Capital's Funds for Health Improvement and Research (CFH 2020-2-4034); Youth Key Program of High-level Hospital Clinical Research (2022-GSP-QZ-5).
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Affiliation(s)
- Jian He
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wenjing Yang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Weichun Wu
- Department of Echocardiography, Fuwai Hospital, National Centre 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
- Department of Nuclear Medicine, Fuwai Hospital, National Centre 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
| | - Shuang Li
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Gang Yin
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Baiyan Zhuang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jing Xu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Di Zhou
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuhui Zhang
- Department of Heart Failure Centre, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yining Wang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Leyi Zhu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Piyush Sharma
- Saint James School of Medicine, Park Ridge, IL, 60068, USA
| | - Arlene Sirajuddin
- Department of Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md, USA
| | - Zhongzhao Teng
- Department of Radiology, University of Cambridge, Cambridge, UK
| | - Faraz Kureshi
- Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex, USA
| | - Shihua Zhao
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Minjie Lu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, National Centre 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
- Corresponding author. Fuwai Hospital, National Centre for Cardiovascular Diseases, Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Peking Union Medical College, Beilishi Road No.167, Xicheng District, Beijing 100037, China.
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12
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Zheng Y, Chan WX, Charles CJ, Richards AM, Lee LC, Leo HL, Yap CH. Morphological, functional, and biomechanical progression of LV remodelling in a porcine model of HFpEF. J Biomech 2022; 144:111348. [DOI: 10.1016/j.jbiomech.2022.111348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 08/24/2022] [Accepted: 10/03/2022] [Indexed: 10/31/2022]
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13
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Shen MT, Li Y, Guo YK, Gao Y, Jiang L, Shi R, Yang ZG. The Impact of Hypertension on Left Ventricular Function and Remodeling in Non-Ischemic Dilated Cardiomyopathy Patients: A 3.0 T MRI Study. J Magn Reson Imaging 2022. [PMID: 36226793 DOI: 10.1002/jmri.28475] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 09/27/2022] [Accepted: 09/28/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Hypertension (HTN) is highly prevalent in non-ischemic dilated cardiomyopathy (NIDCM) patients, but little is known about its impact on left ventricular (LV) function and remodeling. PURPOSE To evaluate the effect of hypertension on LV function and remodeling in NIDCM patients. STUDY TYPE Retrospective. POPULATION Two-hundred and twelve NIDCM (HTN-) patients, 91 NIDCM (HTN+) patients, and 74 normal controls. FIELD STRENGTH/SEQUENCE 3.0 T/bSSFP and phase-sensitive inversion recovery sequence. ASSESSMENT The LV geometry, myocardial strain, remodeling index (calculated as LVM/LVEDV), and LGE were measured and compared between groups. Determinants of LV strain and remodeling in NIDCM were investigated. STATISTICAL TESTS Student's t-test, Mann-Whitney U test, one-way analysis of variance, Kruskal-Wallis test, univariable and multivariable linear regression. A P value <0.05 was considered statistically significant. RESULTS Compared with normal controls, NIDCM patients had significantly higher LVEDV and significantly impaired LV strains, including LV global peak strain (PS) and peak systolic and diastolic strain rates in the radial, circumferential, and longitudinal directions. The NIDCM (HTN+) group had significantly decreased LV global longitudinal PS and peak diastolic strain rate (PDSR), and significantly increased LV mass index and remodeling index compared to the NIDCM (HTN-) group, despite there being no significant difference in ejection fraction (P = 0.241). The prevalence of LV LGE was significantly higher in the NIDCM (HTN+) group than in the NIDCM (HTN-) group. In multivariable regression models adjusted for potential confounders, hypertension was independently associated with LV global longitudinal PS and PDSR. Male sex, resting heart rate, and log(NT-proBNP) level were independent determinants of LV strains. Moreover, male sex, systolic and diastolic blood pressure, and presence of LGE were independent determinants of LV remodeling index. DATA CONCLUSION These findings suggest that coexistence of hypertension may further exacerbate the reduction in LV global strain and the aggravation of LV remodeling in NIDCM patients. LEVEL OF EVIDENCE 3 TECHNICAL EFFICACY: Stage 3.
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Affiliation(s)
- Meng-Ting Shen
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Yuan Li
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Ying-Kun Guo
- Department of Radiology, Key Laboratory of Obstetric & Gynecologic and Pediatric Diseases and Birth Defects of Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Yue Gao
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Li Jiang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Rui Shi
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Zhi-Gang Yang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
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14
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Zhu L, Wang Y, Zhao S, Lu M. Detection of myocardial fibrosis: Where we stand. Front Cardiovasc Med 2022; 9:926378. [PMID: 36247487 PMCID: PMC9557071 DOI: 10.3389/fcvm.2022.926378] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 07/28/2022] [Indexed: 11/13/2022] Open
Abstract
Myocardial fibrosis, resulting from the disturbance of extracellular matrix homeostasis in response to different insults, is a common and important pathological remodeling process that is associated with adverse clinical outcomes, including arrhythmia, heart failure, or even sudden cardiac death. Over the past decades, multiple non-invasive detection methods have been developed. Laboratory biomarkers can aid in both detection and risk stratification by reflecting cellular and even molecular changes in fibrotic processes, yet more evidence that validates their detection accuracy is still warranted. Different non-invasive imaging techniques have been demonstrated to not only detect myocardial fibrosis but also provide information on prognosis and management. Cardiovascular magnetic resonance (CMR) is considered as the gold standard imaging technique to non-invasively identify and quantify myocardial fibrosis with its natural ability for tissue characterization. This review summarizes the current understanding of the non-invasive detection methods of myocardial fibrosis, with the focus on different techniques and clinical applications of CMR.
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Affiliation(s)
- Leyi Zhu
- State Key Laboratory of Cardiovascular Disease, Department of Magnetic Resonance Imaging, National Center for Cardiovascular Diseases, Fuwai Hospital, Beijing, China
- Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- School of Medicine, South China University of Technology, Guangzhou, China
| | - Yining Wang
- State Key Laboratory of Cardiovascular Disease, Department of Magnetic Resonance Imaging, National Center for Cardiovascular Diseases, Fuwai Hospital, Beijing, China
- Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shihua Zhao
- State Key Laboratory of Cardiovascular Disease, Department of Magnetic Resonance Imaging, National Center for Cardiovascular Diseases, Fuwai Hospital, Beijing, China
- Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Minjie Lu
- State Key Laboratory of Cardiovascular Disease, Department of Magnetic Resonance Imaging, National Center for Cardiovascular Diseases, Fuwai Hospital, Beijing, China
- 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
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15
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The Dynamic Characteristics of Myocardial Contractility and Extracellular Volume in Type 2 Diabetes Mellitus Mice Investigated by 7.0T Cardiac Magnetic Resonance. J Clin Med 2022; 11:jcm11154262. [PMID: 35893355 PMCID: PMC9332454 DOI: 10.3390/jcm11154262] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 07/15/2022] [Accepted: 07/19/2022] [Indexed: 01/27/2023] Open
Abstract
Type 2 diabetes mellitus (T2DM) is associated with a high prevalence of diastolic dysfunction and congestive heart failure. A potential contributing factor is the accelerated accumulation of diffuse myocardial fibrosis and stiffness. Novel cardiac magnetic resonance (CMR) imaging techniques can identify both myocardial fibrosis and contractility quantitatively. This study aimed to investigate the dynamic characteristics of the myocardial strain and altered extracellular volume (ECV) fraction as determined by 7.0 T CMR in T2DM mice. C57Bl/6J mice were randomly divided into T2DM (fed a high-fat diet) and control (fed a normal diet) groups. They were scanned on 7.0 T MRI every 4 weeks until the end of week 24. The CMR protocol included multi-slice cine imaging to assess left ventricle strain and strain rate, and pre- and post-contrast T1 mapping images to quantify ECV. The ECV in the T2DM mice was significantly higher (p < 0.05) than that in the control group since week 12 with significantly impaired myocardial strain (p < 0.05). A significant linear correlation was established between myocardial strain and ECV (p < 0.001) and left ventricular-ejection fraction and ECV (p = 0.003). The results suggested that CMR feature tracking-derived myocardial strain analysis can assess functional abnormalities that may be associated with ECM alterations in diabetic cardiomyopathy, contributing to the study of diabetic therapy effects.
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16
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Del Torto A, Guaricci AI, Pomarico F, Guglielmo M, Fusini L, Monitillo F, Santoro D, Vannini M, Rossi A, Muscogiuri G, Baggiano A, Pontone G. Advances in Multimodality Cardiovascular Imaging in the Diagnosis of Heart Failure With Preserved Ejection Fraction. Front Cardiovasc Med 2022; 9:758975. [PMID: 35355965 PMCID: PMC8959466 DOI: 10.3389/fcvm.2022.758975] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Accepted: 01/24/2022] [Indexed: 11/22/2022] Open
Abstract
Heart failure with preserved ejection fraction (HFpEF) is a syndrome defined by the presence of heart failure symptoms and increased levels of circulating natriuretic peptide (NP) in patients with preserved left ventricular ejection fraction and various degrees of diastolic dysfunction (DD). HFpEF is a complex condition that encompasses a wide range of different etiologies. Cardiovascular imaging plays a pivotal role in diagnosing HFpEF, in identifying specific underlying etiologies, in prognostic stratification, and in therapeutic individualization. Echocardiography is the first line imaging modality with its wide availability; it has high spatial and temporal resolution and can reliably assess systolic and diastolic function. Cardiovascular magnetic resonance (CMR) is the gold standard for cardiac morphology and function assessment, and has superior contrast resolution to look in depth into tissue changes and help to identify specific HFpEF etiologies. Differently, the most important role of nuclear imaging [i.e., planar scintigraphy and/or single photon emission CT (SPECT)] consists in the screening and diagnosis of cardiac transthyretin amyloidosis (ATTR) in patients with HFpEF. Cardiac CT can accurately evaluate coronary artery disease both from an anatomical and functional point of view, but tissue characterization methods have also been developed. The aim of this review is to critically summarize the current uses and future perspectives of echocardiography, nuclear imaging, CT, and CMR in patients with HFpEF.
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Affiliation(s)
- Alberico Del Torto
- Department of Emergency and Acute Cardiac Care, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | | | | | - Marco Guglielmo
- Cardiovascular Imaging Department, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Laura Fusini
- Cardiovascular Imaging Department, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | | | - Daniela Santoro
- University Cardiology Unit, Policlinic University Hospital, Bari, Italy
| | - Monica Vannini
- University Cardiology Unit, Policlinic University Hospital, Bari, Italy
| | - Alexia Rossi
- Department of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Giuseppe Muscogiuri
- Department of Radiology, IRCCS Istituto Auxologico Italiano, San Luca Hospital, Milan, Italy
- University Milano Bicocca, Milan, Italy
| | - Andrea Baggiano
- Cardiovascular Imaging Department, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Gianluca Pontone
- Cardiovascular Imaging Department, Centro Cardiologico Monzino IRCCS, Milan, Italy
- *Correspondence: Gianluca Pontone
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17
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Xu J, Yang W, Zhao S, Lu M. State-of-the-art myocardial strain by CMR feature tracking: clinical applications and future perspectives. Eur Radiol 2022; 32:5424-5435. [PMID: 35201410 DOI: 10.1007/s00330-022-08629-2] [Citation(s) in RCA: 77] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 01/27/2022] [Accepted: 01/31/2022] [Indexed: 01/13/2023]
Abstract
Based on conventional cine sequences of cardiac magnetic resonance (CMR), feature tracking (FT) is an emerging tissue tracking technique that evaluates myocardial motion and deformation quantitatively by strain, strain rate, torsion, and dyssynchrony. It has been widely accepted in modern literature that strain analysis can offer incremental information in addition to classic global and segmental functional analysis. Furthermore, CMR-FT facilitates measurement of all cardiac chambers, including the relatively thin-walled atria and the right ventricle, which has been a difficult measurement to obtain with the reference standard technique of myocardial tagging. CMR-FT objectively quantifies cardiovascular impairment and characterizes myocardial function in a novel way through direct assessment of myocardial fiber deformation. The purpose of this review is to discuss the current status of clinical applications of myocardial strain by CMR-FT in a variety of cardiovascular diseases. KEY POINTS: • CMR-FT is of great value for differential diagnosis and provides incremental value for evaluating the progression and severity of diseases. • CMR-FT guides the early diagnosis of various cardiovascular diseases and provides the possibility for the early detection of myocardial impairment and additional information regarding subclinical cardiac abnormalities. • Direct assessment of myocardial fiber deformation using CMR-FT has the potential to provide prognostic information incremental to common clinical and CMR risk factors.
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Affiliation(s)
- Jing Xu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Beijing, 100037, China.,Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
| | - Wenjing Yang
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Beijing, 100037, China.,Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
| | - Shihua Zhao
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Beijing, 100037, China.,Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
| | - Minjie Lu
- Department of Magnetic Resonance Imaging, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Beijing, 100037, China. .,Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China. .,Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, 100037, China.
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18
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Song L, Zhao X, Lv W, Zeng J, Wang Y, Gong B, Kalogeropoulos AP, Pu H, Bai Y, Peng S. Preliminary study on the diagnostic value of cardiac magnetic resonance feature tracking for malignant ventricular arrhythmias in non-ischemic dilated cardiomyopathy. ANNALS OF TRANSLATIONAL MEDICINE 2022; 10:215. [PMID: 35280384 PMCID: PMC8908127 DOI: 10.21037/atm-22-660] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 02/22/2022] [Indexed: 11/08/2022]
Abstract
Background Patients with nonischemic dilated cardiomyopathy (NIDCM) and malignant ventricular arrhythmia (MVA) often have a poor prognosis and a high risk of sudden cardiac death. Although the diagnosis of MVA is straightforward by electrocardiogram (ECG), the underlying abnormalities of ventricular mechanics in these patients are unknown. This study aims to preliminarily explore the value of cardiac magnetic resonance feature tracking (CMR-FT) for MVA in dilated cardiomyopathy. Methods In this retrospective study, patients with NIDCM who met inclusion criteria were divided into an MVA group and a non-MVA group (included from January 2018 to September 2021). The interobserver agreement of myocardial strain parameters, including global longitudinal strain (GLS), global circumferential strain (GCS) and global radial strain (GRS), were tested. The GLS, GCS, GRS, left ventricular ejection fraction (LVEF), Tpeak-Tend interval on ECG and brain natriuretic peptide (BNP) were compared between groups. Single-factor and multifactor receiver operating characteristic (ROC) curve analyses were conducted to calculate the area under the ROC curve (AUC), cut-off point, sensitivity, and specificity of these parameters in predicting MVA in NIDCM. Results A total of 161 NIDCM patients were included (54 in the MVA group). GLS, GCS, and GRS had good interobserver agreement (all intraclass correlation coefficients >0.80). The absolute GLS and GCS, GRS and LVEF were lower in the MVA group than the non-MVA group (P<0.001), Tpeak-Tend and BNP were higher (P<0.001). Single-factor ROC curve analysis showed that GLS, GCS and GRS had certain diagnostic value for MVA (AUC =0.795, 0.802, and 0.754, respectively). Among them, GCS had higher sensitivity and specificity (GCS 0.796/0.776, GLS 0.778/0.757, GRS 0.741/0.692). Multifactor ROC curve analysis showed the combination of GLS and GCS (AUC =0.810), the combination of GCS and GRS (AUC =0.802), the combination of GLS and GRS (AUC =0.787), the combination of GLS, GCS, and GRS (AUC =0.810). Conclusions The three-dimensional myocardial strain parameters (especially GLS and GCS) measured by CMR-FT had certain diagnostic value and could reflect the underlying abnormality of ventricular mechanics of NIDCM with MVA.
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Affiliation(s)
- Linsheng Song
- Department of Radiology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Xinyi Zhao
- Department of Radiology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Wenlong Lv
- Department of Radiotherapy, Cancer Center, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Jie Zeng
- Department of Cardiology, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Yishuang Wang
- Department of Radiology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Bo Gong
- Human Disease Genes Key Laboratory of Sichuan Province and Institute of Laboratory Medicine, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Andreas P Kalogeropoulos
- Division of Cardiology, Department of Medicine, Stony Brook University Renaissance School of Medicine, Stony Brook, New York, NY, USA
| | - Hong Pu
- Department of Radiology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Yifeng Bai
- Department of Oncology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Shengkun Peng
- Department of Radiology, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
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What Role do Mitochondria have in Diastolic Dysfunction? Implications for Diabetic Cardiomyopathy and Heart Failure with Preserved Ejection Function (HFpEF). J Cardiovasc Pharmacol 2022; 79:399-406. [DOI: 10.1097/fjc.0000000000001228] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 01/08/2022] [Indexed: 11/26/2022]
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He J, Yang W, Wu W, Li S, Yin G, Zhuang B, Xu J, Sun X, Zhou D, Wei B, Sirajuddin A, Teng Z, Zhao S, Kureshi F, Lu M. Early Diastolic Longitudinal Strain Rate at MRI and Outcomes in Heart Failure with Preserved Ejection Fraction. Radiology 2021; 301:582-592. [PMID: 34519577 DOI: 10.1148/radiol.2021210188] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Background Assessment of subclinical myocardial dysfunction by using feature tracking has shown promise in prognosis evaluation of heart failure with preserved ejection fraction (HFpEF). Global early diastolic longitudinal strain rate (eGLSR) can identify earlier diastolic dysfunction; however, limited data are available on its prognostic value in HFpEF. Purpose To evaluate the association between left ventricular (LV) eGLSR and primary composite outcomes (all-cause death or heart failure hospitalization) in patients with HFpEF. Materials and Methods In this retrospective study, consecutive patients with HFpEF (included from January 2010 to March 2013) underwent cardiovascular MRI. The correlation between eGLSR and variables was assessed by using linear regression. The association between eGLSR (obtained with use of feature tracking) and outcomes was analyzed by using Cox proportional regression. Results A total of 186 patients with HFpEF (mean age ± standard deviation, 59 years ± 12; 77 women) were included. The eGLSR was weakly correlated with LV end-diastole volume index (Pearson correlation coefficient [r] = -0.35; P < .001), heart rate (r = 0.35; P < .001), and LV ejection fraction (r = 0.30; P < .001) and moderately correlated with LV end-systole volume index (r = -0.41; P < .001). At a median follow-up of 9.2 years (interquartile range, 8.7-10.0 years), 72 patients experienced primary composite outcomes. Impaired eGLSR, defined as an eGLSR of less than 0.57 per second, was associated with a greater rate of heart failure hospitalization or all-cause death (hazard ratio, 2.0 [95% CI: 1.1, 3.7]; P = .02) after adjusting for multiple clinical and imaging-based variables. Conclusion Left ventricular global early diastolic longitudinal strain rate obtained from cardiovascular MRI feature tracking was independently associated with adverse outcomes in patients with heart failure with preserved ejection fraction. © RSNA, 2021 Online supplemental material is available for this article. An earlier incorrect version appeared online. This article was corrected on October 22, 2021.
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Affiliation(s)
- Jian He
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Wenjing Yang
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Weichun Wu
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Shuang Li
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Gang Yin
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Baiyan Zhuang
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Jing Xu
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Xiaoxin Sun
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Di Zhou
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Binqi Wei
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Arlene Sirajuddin
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Zhongzhao Teng
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Shihua Zhao
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Faraz Kureshi
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
| | - Minjie Lu
- From the Departments of Magnetic Resonance Imaging (J.H., W.Y., S.L., G.Y., B.Z., J.X., D.Z., S.Z., M.L.), Echocardiography (W.W.), and Nuclear Medicine (X.S.), and Heart Failure Care Unit, Heart Failure Center (B.W.), 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 Health and Human Services, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md (A.S., M.L.); Department of Radiology, University of Cambridge, Cambridge, England (Z.T.); Axis Cardiovascular and Axis Cardiovascular Advanced Imaging, St David's Healthcare, Austin, Tex (F.K.); and Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences, Beijing, China (M.L.)
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AI-enhanced simultaneous multiparametric 18F-FDG PET/MRI for accurate breast cancer diagnosis. Eur J Nucl Med Mol Imaging 2021; 49:596-608. [PMID: 34374796 PMCID: PMC8803815 DOI: 10.1007/s00259-021-05492-z] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 07/06/2021] [Indexed: 12/17/2022]
Abstract
Purpose To assess whether a radiomics and machine learning (ML) model combining quantitative parameters and radiomics features extracted from simultaneous multiparametric 18F-FDG PET/MRI can discriminate between benign and malignant breast lesions. Methods A population of 102 patients with 120 breast lesions (101 malignant and 19 benign) detected on ultrasound and/or mammography was prospectively enrolled. All patients underwent hybrid 18F-FDG PET/MRI for diagnostic purposes. Quantitative parameters were extracted from DCE (MTT, VD, PF), DW (mean ADC of breast lesions and contralateral breast parenchyma), PET (SUVmax, SUVmean, and SUVminimum of breast lesions, as well as SUVmean of the contralateral breast parenchyma), and T2-weighted images. Radiomics features were extracted from DCE, T2-weighted, ADC, and PET images. Different diagnostic models were developed using a fine Gaussian support vector machine algorithm which explored different combinations of quantitative parameters and radiomics features to obtain the highest accuracy in discriminating between benign and malignant breast lesions using fivefold cross-validation. The performance of the best radiomics and ML model was compared with that of expert reader review using McNemar’s test. Results Eight radiomics models were developed. The integrated model combining MTT and ADC with radiomics features extracted from PET and ADC images obtained the highest accuracy for breast cancer diagnosis (AUC 0.983), although its accuracy was not significantly higher than that of expert reader review (AUC 0.868) (p = 0.508). Conclusion A radiomics and ML model combining quantitative parameters and radiomics features extracted from simultaneous multiparametric 18F-FDG PET/MRI images can accurately discriminate between benign and malignant breast lesions. Supplementary Information The online version contains supplementary material available at 10.1007/s00259-021-05492-z.
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