Correlation between MDCTA and Carotid Plaque Histological Heterogeneity: A Pilot Study

Eur J Vasc Endovasc Surg. 2018 Jul;56(1):7-14. doi: 10.1016/j.ejvs.2018.04.001. Epub 2018 May 18.

Abstract

Background: The aim of this pilot study was to identify multidetector computed tomography angiography (MDCTA) features that may help identify carotid atherosclerotic plaques (CAPs) with severe histological heterogeneity.

Methods: Thirty-one CAPs (9 symptomatic) were evaluated histologically using a semiquantitative scale. The CAPs were assessed for the presence of ulceration, lipids, fibrosis, thrombotic deposits, haemorrhage, neovascularisation, and inflammation. A CAP presenting at least five of these histological features was defined as a severe heterogeneous plaque (Group A); in all other cases it was defined as a mild to moderate heterogeneous plaque (Group B). The non-calcified plaque tissue was segmented in pre-operative MDCTA. Median and mean intensity and percentages of soft tissue voxels with a value smaller than or equal to certain thresholds (from 20 HU to 200 HU with a constant distance of 20 HU) were calculated. Comparison of intensity measurements was analysed by Mann-Whitney U test and receiver operating characteristic (ROC) analysis. In order to assess the method reliability, values showing better performance were compared using the Wilcoxon signed rank test and k-Cohen test according to ROC analysis.

Results: According to histological analysis 18 CAPs were classified as belonging to Group B and 13 to Group A. The percentages of soft tissue with density ≤ 40 (TH_40), 60 (TH_60), 80 (TH_80), and 100 HU (TH_100) were statistically significantly greater in plaques of Group A (respectively p = .016, p = .002, p = .001, p = .007). The mean (p = .025) and median (p = .014) intensity were statistically significantly lower in the plaques of Group A. TH_60 and TH_80 showed the greatest accuracy (0.81) with similar performance in term of AUC and sensitivity/specificity (TH_60: 0.82, 0.62, 0.94; TH_80: 0.83, 0.69, 0.89, respectively, for AUC, sensitivity and specificity). Reliability analysis showed good repeatability and reproducibility of these measurements.

Conclusions: The findings have demonstrated lower density of the non-calcified tissue in the plaques of Group A with higher TH_60 and TH_80 soft tissue percentages with respect to CAPs of Group B.

Keywords: Carotid atherosclerotic plaque; Histological heterogeneity; Multidetector computed tomography angiography.

Publication types

  • Comparative Study

MeSH terms

  • Aged
  • Aged, 80 and over
  • Area Under Curve
  • Asymptomatic Diseases
  • Biopsy
  • Carotid Arteries / diagnostic imaging*
  • Carotid Arteries / pathology*
  • Carotid Stenosis / complications
  • Carotid Stenosis / diagnostic imaging*
  • Carotid Stenosis / pathology*
  • Computed Tomography Angiography*
  • Female
  • Humans
  • Male
  • Middle Aged
  • Multidetector Computed Tomography*
  • Observer Variation
  • Pilot Projects
  • Plaque, Atherosclerotic*
  • Predictive Value of Tests
  • ROC Curve
  • Radiographic Image Interpretation, Computer-Assisted
  • Reproducibility of Results
  • Risk Assessment
  • Risk Factors
  • Severity of Illness Index
  • Software
  • Stroke / etiology