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Evaluation of Right Ventricular Function in Experimental Models of Pulmonary Arterial Hypertension
Published on: June 27, 2025
Quantification of Left Ventricular Shape Differentiates Pediatric Pulmonary Hypertension Subjects From Matched
Jennifer L Wagner1, Bruce F Landeck2, Kendall Hunter3
1Department of Bioengineering, University of Colorado, 12705 E. Montview Boulevard, Suite 100, Aurora, CO 80045
Insights
Quantifying left ventricle (LV) shape using Fourier decomposition can differentiate pediatric patients with pulmonary hypertension (PH) from healthy children. This noninvasive method shows promise for monitoring PH progression.
Area of Science:
- Cardiology
- Biomedical Engineering
- Medical Imaging
Background:
- Left ventricle (LV) shape alterations are characteristic of pulmonary hypertension (PH).
- Noninvasive monitoring of pediatric PH patients is crucial for timely intervention.
- Accurate quantification of ventricular morphology can aid in disease assessment.
Purpose of the Study:
- To develop and validate a method for quantifying LV shape to differentiate pediatric PH from healthy controls.
- To assess the potential of shape analysis as a noninvasive monitoring tool for pediatric PH.
Main Methods:
- Echocardiographic images from 53 pediatric PH patients and 53 controls were analyzed.
- Speckle tracking and Velocity Vector Imaging were used to obtain LV endocardial coordinates.
- Fourier transform analysis of polar coordinates quantified LV shape components.
Main Results:
- Fourier decomposition successfully generated LV shape components.
- Significant differences in mean values of 11 shape components were observed between PH and control groups (p < 0.05).
- The method achieved an accuracy index of 0.85 on the receiver operator curve.
Conclusions:
- LV shape quantification using Fourier decomposition can effectively differentiate pediatric PH from healthy subjects.
- Shape analysis offers a promising, noninvasive approach for assessing PH-related ventricular changes.
- Observed differences suggest intraventricular coupling associated with right ventricular overload in PH.
Abstract:
Changes in left ventricle (LV) shape are observed in patients with pulmonary hypertension (PH). Quantification of ventricular shape could serve as a tool to noninvasively monitor pediatric patients with PH. Decomposing the shape of a ventricle into a series of components and magnitudes will facilitate differentiation of healthy and PH subjects. Parasternal short-axis echo images acquired from 53 pediatric subjects with PH and 53 age and sex-matched normal control subjects underwent speckle tracking using Velocity Vector Imaging (Siemens) to produce a series of x,y coordinates tracing the LV endocardium in each frame. Coordinates were converted to polar format after which the Fourier transform was used to derive shape component magnitudes in each frame. Magnitudes of the first 11 components were normalized to heart size (magnitude/LV length as measured on apical view) and analyzed across a single cardiac cycle. Logistic regression was used to test predictive power of the method. Fourier decomposition produced a series of shape components from short-axis echo views of the LV. Mean values for all 11 components analyzed were significantly different between groups (p < 0.05). The accuracy index of the receiver operator curve was 0.85. Quantification of LV shape can differentiate normal pediatric subjects from those with PH. Shape analysis is a promising method to precisely describe shape changes observed in PH. Differences between groups speak to intraventricular coupling that occurs in right ventricular (RV) overload. Further analysis investigating the correlation of shape to clinical parameters is underway.
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