Non-invasive characterization of coronary artery atherosclerotic plaque using dual energy CT: Explanation in ex-vivo samples

Phys Med. 2018 Jan:45:52-58. doi: 10.1016/j.ejmp.2017.12.006. Epub 2017 Dec 19.

Abstract

Purpose: In this study non-calcified plaque composition is evaluated by Dual Energy CT (DECT). Energy Dispersive X-ray Spectroscopy (EDS) has been used to study the Plaque composition. An attempt has been made to explain the DECT results with EDS analysis.

Methods: Thirty-two ex-vivo human cadaver coronary artery samples were scanned by DECT and data was evaluated to calculate their effective atomic number and electron density (Zeff & ρe) by inversion method. Result of DECT was compared with pathology to assess their differentiating capability. The EDS study was used to explain DECT outcome.

Results: DECT study was able to differentiate vulnerable plaque from stable with 87% accuracy (area under the curve (AUC):0.85 [95% confidence interval {CI}:0.73-0.98}] and Kappa Coefficient (KC):0.75 with respect to pathology. EDS revealed significant compositional difference in vulnerable and stable plaque at p < .05. The weight percentage of higher atomic number elements like F, Na, Mg, S, Si, P, Cl, K and Ca was found to be slightly more in vulnerable plaques as compared to a stable plaque. EDS also revealed a significantly increased weight percentage of nitrogen in stable plaques.

Conclusions: The EDS results were able to explain the outcomes of DECT study. This study conclusively explains the physics of DECT as a tool to assess the nature of non-calcified plaques as vulnerable and stable. The method proposed in this study allows for differentiation between vulnerable and stable plaque using DECT.

Keywords: Atherosclerosis; Compositional analysis; Dual energy CT; Non-invasive.

MeSH terms

  • Adult
  • Area Under Curve
  • Coronary Artery Disease / diagnostic imaging*
  • Coronary Artery Disease / metabolism
  • Coronary Artery Disease / pathology
  • Coronary Vessels / diagnostic imaging*
  • Coronary Vessels / metabolism
  • Coronary Vessels / ultrastructure
  • Female
  • Humans
  • Male
  • Microscopy, Electron, Scanning
  • Middle Aged
  • Plaque, Atherosclerotic / diagnostic imaging*
  • Plaque, Atherosclerotic / metabolism
  • Plaque, Atherosclerotic / pathology
  • ROC Curve
  • Spectrum Analysis
  • Tomography, X-Ray Computed* / methods
  • Young Adult