Novel CAC Dispersion and Density Score to Predict Myocardial Infarction and Cardiovascular Mortality

Gavin Huangfu1,2,3, Abdul R Ihdayhid1,3,4, Simon Kwok5

  • 1Department of Cardiology, Fiona Stanley Hospital, Perth, WA, Australia (G.H., A.R.I., H.S., L.D., G.D.).

Insights

A new Coronary Artery Calcification-Dispersion and Density (CAC-DAD) score improves prediction of major adverse cardiovascular events (MACE) compared to the traditional Agatston score (AS). This novel score identifies high-risk patients, even those with low AS, for intensified preventative therapies.

Area of Science:

  • Cardiology
  • Medical Imaging
  • Artificial Intelligence

Background:

  • Coronary artery calcification (CAC) is a strong predictor of major adverse cardiovascular events (MACE).
  • Current methods like the Agatston score (AS) do not account for plaque distribution or density.
  • A novel Coronary Artery Calcification-Dispersion and Density (CAC-DAD) score aims to improve prognostic value by considering these factors.

Purpose of the Study:

  • To investigate if the novel CAC-DAD score offers superior prognostic value for MACE prediction compared to the traditional AS.
  • To evaluate the impact of plaque distribution and high-density calcification on cardiovascular risk assessment.

Main Methods:

  • A multicenter, retrospective study included 961 patients undergoing cardiac computed tomography.
  • Deep learning algorithms were used to calculate the CAC-DAD score, incorporating plaque spatial distribution and density (≥1000 HU).
  • Frailty regression analysis assessed the association between CAC scores and MACE over a median follow-up of 30 days.

Main Results:

  • The CAC-DAD score (≥2050) identified more MACE (74%) than AS (≥400) (57%; P=0.002).
  • Multivariable analysis confirmed CAC-DAD score (HR, 2.57; P=0.002), age, statins, and diabetes as significant MACE predictors.
  • Incorporating CAC-DAD into a model with AS and demographics improved the C statistic from 0.61 to 0.66 (P=0.008).

Conclusions:

  • The automated CAC-DAD score enhances MACE prediction beyond the traditional AS.
  • Patients with high CAC-DAD scores, even with low AS, may require intensified preventative cardiovascular therapies.
Abstract

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