Title
Intravascular optical coherence tomography method for automated detection of macrophage infiltration within atherosclerotic coronary plaques
Date Issued
01 November 2019
Access level
open access
Resource Type
journal article
Author(s)
Rico-Jimenez J.J.
Campos-Delgado D.U.
Buja L.M.
Vela D.
Universidad de Oklahoma
Publisher(s)
Elsevier Ireland Ltd
Abstract
Background and aims: Significant macrophages infiltration in advanced atherosclerotic plaques promotes acute coronary events. Hence, the clinical imaging of macrophage content in coronary atherosclerotic plaques could potentially aid in identifying patients most at risk of future acute coronary events. The aim of this study was to introduce and validate a simple intravascular optical coherence tomography (IV-OCT) image processing method for automated, accurate and fast detection of macrophage infiltration within coronary atherosclerotic plaques. Methods: This method calculates the ratio of the normalized-intensity standard deviation (NSD) values estimated over two axially-adjacent regions of interest in an IV-OCT cross-sectional image (B-scan). When applied to entire IV-OCT B-scans, this method highlights plaque areas with high NSD ratio values (NSDRatio), which was demonstrated to be correlated with the degree of coronary plaque macrophage infiltration. Results: Using an optimized NSDRatio threshold value, coronary plaque macrophage infiltration could be detected with ~88% sensitivity and specificity in a database of 28 IV-OCT scans from postmortem coronary segments. For comparison, using an optimized NSD threshold value, considered the standard IV-OCT signature for macrophages, coronary plaque macrophage infiltration could be detected with only ~55% sensitivity and specificity. Conclusions: The proposed NSDRatio method significantly increases the sensitivity and specificity for the detection of coronary plaque macrophage infiltration compared to the standard NSD method. This computationally efficient method can be seamlessly implemented within standard IV-OCT imaging systems for in-vivo real-time imaging of macrophage content in coronary plaques, which could potentially aid in identifying patients most at risk of future acute coronary events.
Start page
94
End page
102
Volume
290
Language
English
OCDE Knowledge area
Sistema cardiaco, Sistema cardiovascular
Scopus EID
2-s2.0-85072867253
PubMed ID
Source
Atherosclerosis
ISSN of the container
00219150
Sources of information: Directorio de Producción Científica Scopus