4.7 Article

AHA classification of coronary and carotid atherosclerotic plaques by grating-based phase-contrast computed tomography

Journal

EUROPEAN RADIOLOGY
Volume 26, Issue 9, Pages 3223-3233

Publisher

SPRINGER
DOI: 10.1007/s00330-015-4143-z

Keywords

Coronary vessels; Carotid arteries; Atherosclerosis; Computed x-ray tomography; Cardiac imaging techniques

Funding

  1. German Research Foundation (Deutsche Forschungsgemeinschaft, DFG) Cluster of Excellence Munich-Centre for Advanced Photonics (MAP), Munich, Germany
  2. DFG Gottfried Wilhelm Leibniz Program, Bonn, Germany
  3. European Research Council (ERC), Brussels, Belgium [StG 240142]
  4. Program for Education and Science (Forderprogramm fur Forschung und Lehre, FoFoLe) of the Medical Faculty of the Ludwig-Maximilian University Munich, Germany

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To evaluate the potential of grating-based phase-contrast computed-tomography (gb-PCCT) to classify human carotid and coronary atherosclerotic plaques according to modified American Heart Association (AHA) criteria. Experiments were carried out at a laboratory-based set-up consisting of X-ray tube (40 kVp), grating-interferometer and detector. Eighteen human carotid and coronary artery specimens were examined. Histopathology served as the standard of reference. Vessel cross-sections were classified as AHA lesion type I/II, III, IV/V, VI, VII or VIII plaques by two independent reviewers blinded to histopathology. Conservative measurements of diagnostic accuracies for the detection and differentiation of plaque types were evaluated. A total of 127 corresponding gb-PCCT/histopathology sections were analyzed. Based on histopathology, lesion type I/II was present in 12 (9.5 %), III in 18 (14.2 %), IV/V in 38 (29.9 %), VI in 16 (12.6 %), VII in 34 (26.8 %) and VIII in 9 (7.0 %) cross-sections. Sensitivity, specificity and positive and negative predictive value were aeyen0.88 for most analyzed plaque types with a good level of agreement (Cohen's kappa = 0.90). Overall, results were better in carotid (kappa = 0.97) than in coronary arteries (kappa = 0.85). Inter-observer agreement was high with kappa = 0.85, p < 0.0001. These results indicate that gb-PCCT can reliably classify atherosclerotic plaques according to modified AHA criteria with excellent agreement to histopathology.

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