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Author Spotlight: Advancing Cardiovascular Imaging - Introducing the Spatially Weighted Calcium Score for Early Disease Detection
Published on: September 22, 2023
Distribution of coronary artery calcium volume and density by age, sex, and race using AI-based quantification
Gabrielle Gershon1, Kari Zhou1, Yan Yang1
1Department of Radiology and Imaging Sciences, Translational Laboratory for Cardiothoracic Imaging and Artificial Intelligence, Emory University School of Medicine, Atlanta, GA, USA.
Coronary artery calcium (CAC) volume and density vary significantly by sex, race, and age. This study provides normative distributions to improve cardiovascular risk assessment in asymptomatic individuals.
Area of Science:
- Cardiovascular Imaging
- Biomedical Engineering
- Radiology
Background:
- The Agatston score is a standard measure for coronary artery calcium (CAC) quantification.
- Recent research indicates that CAC volume and mean density possess independent prognostic value.
- Normative distributions for CAC volume and mean density across diverse demographic groups remain underexplored.
Purpose of the Study:
- To establish percentile distributions for coronary artery calcium (CAC) volume and average mean density.
- To characterize these distributions across various age, sex, and race strata.
- To provide data for improved contextualization of CAC interpretation and cardiovascular risk stratification.
Main Methods:
- Analysis of 23,844 asymptomatic patients without prior atherosclerotic cardiovascular disease who underwent cardiac CT.
- Quantification of CAC volume and mean density using deep learning-based software.
- Stratification by sex, race (White, Black), and age (10-year strata) with LOESS-based percentile construction and Mann-Whitney U testing.
Main Results:
- Men exhibited higher CAC volume than women across all strata (59 mm³ vs 28 mm³).
- White patients generally had higher average mean CAC density than Black patients (194 HU vs 171 HU).
- Age-related increases in both CAC volume and density were observed across all demographic groups.
Conclusions:
- This study presents normative percentile distributions for CAC volume and average mean density.
- These distributions are stratified by age, sex, and race.
- The findings offer valuable data for enhanced CAC interpretation and cardiovascular risk assessment.
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