An Integrated Algorithm for Differentiating Hypertrophic Cardiomyopathy From Hypertensive Heart Disease
Differentiating hypertrophic cardiomyopathy (HCM) from hypertensive heart disease (HHD) is challenging. To identify differences between HCM and HHD on a patient basis using MRI. Retrospective. A total of 219 subjects, 148 in phase I (baseline data and algorithm development: 75 HCM, 33 HHD, and 40 co...
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Veröffentlicht in: | Journal of magnetic resonance imaging 2023-10, Vol.58 (4), p.1084-1097 |
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Zusammenfassung: | Differentiating hypertrophic cardiomyopathy (HCM) from hypertensive heart disease (HHD) is challenging.
To identify differences between HCM and HHD on a patient basis using MRI.
Retrospective.
A total of 219 subjects, 148 in phase I (baseline data and algorithm development: 75 HCM, 33 HHD, and 40 controls) and 71 in phase II (algorithm validation: 56 HCM and 15 HHD).
Contrast-enhanced inversion-prepared gradient echo and cine-balanced steady-state free precession sequences at 3.0 T.
MRI parameters assessed included left ventricular (LV) ejection fraction (LVEF), LV end systolic and end diastolic volumes (LVESV and LVEDV), mean maximum LV wall thickness (MLVWT), LV global longitudinal and circumferential strain (GRS, GLS, and GCS), and native T1. Parameters, which were significantly different between HCM and HHD in univariable analysis, were entered into a principal component analysis (PCA). The selected components were then introduced into a multivariable regression analysis to model an integrated algorithm (IntA) for screening the two disorders. IntA performance was assessed for patients with and without LGE in phase I (development) and phase II (validation).
Univariable regression, PCA, receiver operating curve (ROC) analysis. A P value |
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ISSN: | 1053-1807 1522-2586 |
DOI: | 10.1002/jmri.28580 |