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Predictive Models for Pulmonary Artery Size in Fontan Patients
Akash Gupta1, Chris Gillett2, Patrick Gerard3
1Department of Mechanical Engineering, Clemson University, Clemson, SC, 29634-0921, USA.
Journal of Cardiovascular Translational Research
|April 6, 2020
Summary
Models predicting pulmonary artery size in Fontan patients were developed using age and body surface area. These models show Fontan patients have smaller pulmonary arteries compared to controls.
Area of Science:
- Cardiology
- Pediatric Cardiology
- Medical Imaging
Background:
- The Fontan procedure is a palliative surgery for complex congenital heart disease.
- Pulmonary artery (PA) size is a critical indicator of cardiovascular health in Fontan patients.
- Accurate PA size assessment is essential for monitoring and managing Fontan-associated complications.
Purpose of the Study:
- To develop predictive models for pulmonary artery (PA) size in Fontan patients based on age and body surface area (BSA).
- To compare PA size models between Fontan patients with extracardiac conduits (ECC) and non-ECC groups.
- To establish reference standards for PA dimensions in Fontan physiology.
Main Methods:
- Linear regression and breakpoint analyses were applied to data from 43 Fontan patients (24 ECC, 19 non-ECC).
- Developed models were validated against a control group (n=18) and existing literature.
- Correlations between mean PA diameter, BSA, and age were assessed.
Main Results:
- Strong positive correlations were found between mean PA diameter and both BSA (r=0.9) and age (r=0.88) in the ECC group (p<0.05).
- Model predictions showed less than 16% and 20% difference compared to published literature for BSA and age, respectively.
- Fontan patients' predicted PA size was consistently smaller than that of the control group.
Conclusions:
- Developed models provide reliable estimations of PA size in Fontan patients as a function of age and BSA.
- These models can serve as clinical references and aid in creating patient-specific 3D anatomical models.
- Findings highlight the reduced PA dimensions in Fontan physiology compared to healthy controls.
Keywords:
Fontan geometryPredictive modelsPulmonary artery indexRegression analysisUniventricular physiology
