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Quantification of Mouse Heart Left Ventricular Function, Myocardial Strain, and Hemodynamic Forces by Cardiovascular Magnetic Resonance Imaging
Published on: May 24, 2021
Diffusion tensor cardiovascular magnetic resonance differentiates pediatric dilated and hypertrophic cardiomyopathies
Jaime Torres Juárez1, Silvia Hidalgo Tobón2, Sergio Alfonso Patrón Chi3
1Universidad Autónoma Metropolitana - Iztapalapa, 09310 Mexico City, Mexico.
Insights
Diffusion tensor imaging (DTI) reveals distinct microstructural differences in pediatric dilated and hypertrophic cardiomyopathies. These quantitative metrics, apparent diffusion coefficient (ADC) and fractional anisotropy (FA), correlate with ventricular function and aid in diagnosis.
Area of Science:
- Cardiovascular Imaging
- Biomedical Engineering
- Pediatric Cardiology
Background:
- Pediatric cardiomyopathies are myocardial diseases with high morbidity and mortality.
- Conventional cardiovascular magnetic resonance (CMR) lacks insight into myocardial microstructure.
- Diffusion tensor imaging (DTI) assesses microstructure via apparent diffusion coefficient (ADC) and fractional anisotropy (FA).
Purpose of the Study:
- To evaluate DTI's utility in differentiating pediatric dilated cardiomyopathy (DCM) and hypertrophic cardiomyopathy (HCM).
- To analyze quantitative ADC and FA metrics for distinct microstructural biomarkers.
- To correlate DTI metrics with ventricular function, specifically left ventricular ejection fraction (LVEF).
Main Methods:
- Mixed retrospective-prospective study of 21 pediatric cardiomyopathy patients and 11 healthy volunteers.
- Cardiac DTI performed on a 3T MRI system with a free-breathing, motion-compensated protocol.
- Quantitative ADC and FA analysis in the interventricular septum, with statistical comparisons and ROC curve generation.
Main Results:
- Significant differences in ADC and FA were observed among healthy, DCM, and HCM groups (p < 0.001).
- DCM showed highest ADC and lowest FA; HCM had moderately elevated ADC with preserved FA.
- ADC and FA correlated significantly with LVEF (p < 0.001) and demonstrated excellent/good discriminatory performance for DCM and HCM identification.
Conclusions:
- Cardiac DTI-derived ADC and FA metrics reveal distinct microstructural patterns in pediatric cardiomyopathies.
- These DTI metrics show significant associations with ventricular function.
- DTI offers complementary quantitative biomarkers for myocardial characterization in pediatric populations, requiring further validation.
Background:
Pediatric cardiomyopathies represent a heterogeneous group of myocardial diseases with significant morbidity and mortality. Conventional cardiovascular magnetic resonance (CMR) techniques provide functional and tissue characterization but offer limited insight into myocardial microstructural organization. Diffusion tensor imaging (DTI) enables non-invasive assessment of myocardial microstructure through quantitative metrics such as apparent diffusion coefficient (ADC) and fractional anisotropy (FA). This study aims to evaluate the utility of DTI in differentiating dilated and hypertrophic cardiomyopathies in pediatric patients through quantitative analysis of ADC and FA, hypothesizing that these metrics provide distinct microstructural biomarkers that correlate with ventricular function.
Methods:
This study employed a mixed retrospective-prospective design and included 21 pediatric patients (0-18 years) with confirmed cardiomyopathies (12 dilated, 9 hypertrophic) and 11 healthy volunteers. Cardiac DTI was performed on a 3 T MRI system using a free-breathing, motion-compensated protocol. Quantitative analysis of ADC and FA was conducted in the interventricular septum. Group comparisons were performed using non-parametric statistical tests, correlations with left ventricular ejection fraction (LVEF) were assessed using Spearman analysis, and receiver operating characteristic (ROC) curves were generated to evaluate discriminatory performance.
Results:
Significant differences were observed in ADC (H = 24.50, p < 0.001) and FA (H = 15.31, p < 0.001) among groups. Dilated cardiomyopathy (DCM) demonstrated the highest ADC values (0.068 ± 0.013 mm2/s) and the lowest FA (0.413 ± 0.058), whereas hypertrophic cardiomyopathy (HCM) showed moderately elevated ADC (0.044 ± 0.005 mm2/s) with preserved FA (0.527 ± 0.029), not significantly different from healthy volunteers. ADC correlated inversely with LVEF (ρ = - 0.409, p < 0.001), while FA showed a positive correlation (ρ = +0.443, p < 0.001), assessed in patients with complete LVEF data (n = 18). ROC analysis demonstrated excellent discriminatory performance for ADC in DCM identification (AUC = 1.000) and good performance for FA in both DCM (AUC = 0.912) and HCM identification (AUC = 0.813).
Conclusions:
Cardiac DTI-derived metrics reveal distinct microstructural patterns in pediatric cardiomyopathies and show significant associations with ventricular function. These findings suggest that DTI may provide complementary quantitative biomarkers for myocardial characterization in pediatric populations, warranting further validation in prospective and multicenter studies.
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