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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
Assessment of coronary artery calcium using dual-energy subtraction digital radiography
John N Mafi1, Baowei Fei, Sharon Roble
1Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA.
Insights
Dual-energy digital subtraction radiography shows promise for detecting coronary artery calcification (CAC) in high-risk patients. This low-cost, low-radiation imaging may offer an alternative screening tool for cardiovascular disease.
Area of Science:
- Radiology
- Cardiovascular Imaging
- Medical Diagnostics
Background:
- Cardiovascular disease is a leading cause of death globally, necessitating improved early detection methods.
- Computed tomography (CT) calcium scoring is effective but limited by cost and radiation exposure.
- Dual-energy digital subtraction radiography (DE) offers a potentially cheaper and safer alternative for detecting calcifications.
Purpose of the Study:
- To evaluate the feasibility and accuracy of DE radiography in quantifying coronary artery calcification (CAC).
- To compare DE radiography-based CAC scores with traditional CT calcium scores.
Main Methods:
- A pilot study involving 39 patients with documented CAC who underwent both non-contrast CT and DE chest imaging.
- Development of a DE calcium score based on pixel intensity and plaque area.
- Correlation analysis between DE and CT calcium scores.
Main Results:
- A strong correlation (r=0.87, p<0.0001) was observed between DE and CT calcium scores across all subjects.
- The correlation was particularly high for patients with high CT scores (≥400, r=0.86).
- Accuracy at lower CT scores (<400) requires further investigation (r=-0.26).
Conclusions:
- DE radiography is feasible for identifying patients at high cardiovascular risk.
- DE radiography shows potential as an inexpensive, low-radiation tool for cardiovascular disease screening.
- Further research is warranted to clarify DE radiography's accuracy for lower CAC scores.
Abstract:
Cardiovascular disease is the leading cause of global mortality, yet its early detection remains a vexing problem of modern medicine. Although the computed tomography (CT) calcium score predicts cardiovascular risk, relatively high cost ($250-400) and radiation dose (1-3 mSv) limit its universal utility as a screening tool. Dual-energy digital subtraction radiography (DE; <$60, 0.07 mSv) enables detection of calcified structures with high sensitivity. In this pilot study, we examined DE radiography's ability to quantify coronary artery calcification (CAC). We identified 25 patients who underwent non-contrast CT and DE chest imaging performed within 12 months using documented CAC as the major inclusion criteria. A DE calcium score was developed based on pixel intensity multiplied by the area of the calcified plaque. DE scores were plotted against CT scores. Subsequently, a validation cohort of 14 additional patients was independently evaluated to confirm the accuracy and precision of CAC quantification, yielding a total of 39 subjects. Among all subjects (n = 39), the DE score demonstrated a correlation coefficient of 0.87 (p < 0.0001) when compared with the CT score. For the 13 patients with CT scores of <400, the correlation coefficient was -0.26. For the 26 patients with CT scores of ≥400, the correlation coefficient yielded 0.86. This pilot study demonstrates the feasibility of DE radiography to identify patients at the highest cardiovascular risk. DE radiography's accuracy at lower scores remains unclear. Further evaluation of DE radiography as an inexpensive and low-radiation imaging tool to diagnose cardiovascular disease appears warranted.
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