AI Article Synopsis
- The study aimed to evaluate the effectiveness of coronary computed tomography angiography (CCTA) in assessing the risk of cardiovascular events through atherosclerotic plaque analysis in patients with ischemia.
- Using quantitative computed tomography (AI-QCT), researchers analyzed plaque characteristics and examined their relationship to cardiovascular death or myocardial infarction over an average follow-up of 3.3 years.
- Results showed that total plaque volume was the strongest predictor of adverse outcomes, and incorporating AI-QCT data improved predictive models beyond traditional risk factors.
Article Abstract
Background And Aims: The aim of this study was to determine the prognostic value of coronary computed tomography angiography (CCTA)-derived atherosclerotic plaque analysis in ISCHEMIA.
Methods: Atherosclerosis imaging quantitative computed tomography (AI-QCT) was performed on all available baseline CCTAs to quantify plaque volume, composition, and distribution. Multivariable Cox regression was used to examine the association between baseline risk factors (age, sex, smoking, diabetes, hypertension, ejection fraction, prior coronary disease, estimated glomerular filtration rate, and statin use), number of diseased vessels, atherosclerotic plaque characteristics determined by AI-QCT, and a composite primary outcome of cardiovascular death or myocardial infarction over a median follow-up of 3.3 (interquartile range 2.2-4.4) years. The predictive value of plaque quantification over risk factors was compared in an area under the curve (AUC) analysis.
Results: Analysable CCTA data were available from 3711 participants (mean age 64 years, 21% female, 79% multivessel coronary artery disease). Amongst the AI-QCT variables, total plaque volume was most strongly associated with the primary outcome (adjusted hazard ratio 1.56, 95% confidence interval 1.25-1.97 per interquartile range increase [559 mm3]; P = .001). The addition of AI-QCT plaque quantification and characterization to baseline risk factors improved the model's predictive value for the primary outcome at 6 months (AUC 0.688 vs. 0.637; P = .006), at 2 years (AUC 0.660 vs. 0.617; P = .003), and at 4 years of follow-up (AUC 0.654 vs. 0.608; P = .002). The findings were similar for the other reported outcomes.
Conclusions: In ISCHEMIA, total plaque volume was associated with cardiovascular death or myocardial infarction. In this highly diseased, high-risk population, enhanced assessment of atherosclerotic burden using AI-QCT-derived measures of plaque volume and composition modestly improved event prediction.
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| http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11439108 | PMC |
| http://dx.doi.org/10.1093/eurheartj/ehae471 | DOI Listing |
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