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Personalized computational heart models with T1-mapped fibrotic remodeling predict sudden death risk in patients with hypertrophic cardiomyopathy.
- Source :
-
ELife [Elife] 2022 Jan 25; Vol. 11. Date of Electronic Publication: 2022 Jan 25. - Publication Year :
- 2022
-
Abstract
- Hypertrophic cardiomyopathy (HCM) is associated with risk of sudden cardiac death (SCD) due to ventricular arrhythmias (VAs) arising from the proliferation of fibrosis in the heart. Current clinical risk stratification criteria inadequately identify at-risk patients in need of primary prevention of VA. Here, we use mechanistic computational modeling of the heart to analyze how HCM-specific remodeling promotes arrhythmogenesis and to develop a personalized strategy to forecast risk of VAs in these patients. We combine contrast-enhanced cardiac magnetic resonance imaging and T1 mapping data to construct digital replicas of HCM patient hearts that represent the patient-specific distribution of focal and diffuse fibrosis and evaluate the substrate propensity to VA. Our analysis indicates that the presence of diffuse fibrosis, which is rarely assessed in these patients, increases arrhythmogenic propensity. In forecasting future VA events in HCM patients, the imaging-based computational heart approach achieved 84.6%, 76.9%, and 80.1% sensitivity, specificity, and accuracy, respectively, and significantly outperformed current clinical risk predictors. This novel VA risk assessment may have the potential to prevent SCD and help deploy primary prevention appropriately in HCM patients.<br />Competing Interests: RO, EB, AP, SZ, MC, MA, DL, PB, NT No competing interests declared<br /> (© 2022, O'Hara et al.)
- Subjects :
- Adult
Aged
Cardiomyopathy, Hypertrophic complications
Cardiomyopathy, Hypertrophic pathology
Cardiomyopathy, Hypertrophic physiopathology
Death, Sudden, Cardiac etiology
Death, Sudden, Cardiac prevention & control
Female
Fibrosis
Humans
Logistic Models
Male
Middle Aged
Myocardium pathology
Predictive Value of Tests
Retrospective Studies
Risk Assessment
Risk Factors
Tachycardia, Ventricular diagnosis
Tachycardia, Ventricular physiopathology
Tachycardia, Ventricular therapy
Young Adult
Cardiomyopathy, Hypertrophic diagnostic imaging
Computer Simulation
Magnetic Resonance Imaging
Tachycardia, Ventricular etiology
Subjects
Details
- Language :
- English
- ISSN :
- 2050-084X
- Volume :
- 11
- Database :
- MEDLINE
- Journal :
- ELife
- Publication Type :
- Academic Journal
- Accession number :
- 35076018
- Full Text :
- https://doi.org/10.7554/eLife.73325