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Semi-Automatic Graphical Tool for Measuring Coronary Artery Spatially Weighted Calcium Score from Gated Cardiac Computed Tomography Images
Published on: September 22, 2023
Coronary artery Z score regression equations and calculators derived from a large heterogeneous population of
Laura Olivieri1, Bob Arling, Mark Friberg
1Division of Cardiology, Children's National Medical Center, Washington, DC, USA.
Insights
Accurate Z scores for coronary artery measurements in children with Kawasaki disease are now achievable. A new Z-score calculator ensures precise and consistent patient treatment based on echocardiogram data.
Area of Science:
- Pediatric Cardiology
- Medical Imaging
- Biostatistics
Background:
- Kawasaki disease management relies on coronary artery measurements via 2D echocardiography.
- Accurate Z scores are crucial for consistent patient treatment.
- Standardized Z scores aid in clinical decision-making for Kawasaki disease.
Purpose of the Study:
- To develop a reliable Z-score calculator for coronary artery measurements.
- To establish accurate Z scores for pediatric patients aged 0-20 years.
- To improve clinical decision-making in Kawasaki disease management.
Main Methods:
- Measured RCA, LMCA, and LAD coronary arteries in 432 normal echocardiograms (ages 0-20).
- Utilized linear regression analysis relating measurements to body surface area (BSA) and height.
- Selected the optimal model based on adjusted R(2) and mean square error for Z-score calculator development.
Main Results:
- The model ln(measurement) = beta(1) + beta(2) x ln(BSA) yielded high adjusted R(2) values (0.638 for RCA, 0.702 for LMCA, 0.708 for LAD).
- Mean square error was consistently low (< 0.0402) across all coronary artery models.
- These results support the validity of the chosen regression model for Z-score calculation.
Conclusions:
- A Z-score calculator can accurately determine Z scores for coronary artery measurements in children.
- This tool facilitates precise and consistent management of Kawasaki disease.
- The developed calculator enhances the reliability of echocardiographic assessments in pediatric cardiology.
Background:
Clinical decision making in Kawasaki disease relies on measurements of the coronary arteries obtained by 2-dimensional echocardiography. Z scores relating measured values to independent variables are invaluable in ensuring the accurate and consistent treatment of patients with Kawasaki disease.
Methods:
The right coronary artery (RCA), left main coronary artery (LMCA), and left anterior descending (LAD) coronary artery were measured in 432 normal digital echocardiograms from a heterogeneous population of normal subjects aged 0 to 20 years. Linear regression analyses were performed relating the measurements to various functions of independent variables, including body surface area (BSA), height, and height. The adjusted R(2) and mean square error values were compared for each of the models, and the best model was chosen to create a Z score calculator.
Results:
Using the model ln(measurement) = beta(1) + beta(2) x ln(BSA), the adjusted R(2) values were 0.638, 0.702, and 0.708 for the RCA, LMCA, and LAD coronary artery models, respectively, with mean square error < 0.0402.
Conclusion:
The calculation of accurate Z scores for coronary artery measurements in children can be accomplished using the Z-score calculator.
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