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Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study

PURPOSE: Identification of rupture-prone plaques in coronary arteries is a major clinical challenge. Fibrous cap thickness and wall shear stress are two relevant image-based risk factors, but these two parameters are generally computed and analyzed separately. Accordingly, combining these two parame...

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Autores principales: Zahnd, Guillaume, Schrauwen, Jelle, Karanasos, Antonios, Regar, Evelyn, Niessen, Wiro, van Walsum, Theo, Gijsen, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5034011/
https://www.ncbi.nlm.nih.gov/pubmed/27236652
http://dx.doi.org/10.1007/s11548-016-1422-3
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author Zahnd, Guillaume
Schrauwen, Jelle
Karanasos, Antonios
Regar, Evelyn
Niessen, Wiro
van Walsum, Theo
Gijsen, Frank
author_facet Zahnd, Guillaume
Schrauwen, Jelle
Karanasos, Antonios
Regar, Evelyn
Niessen, Wiro
van Walsum, Theo
Gijsen, Frank
author_sort Zahnd, Guillaume
collection PubMed
description PURPOSE: Identification of rupture-prone plaques in coronary arteries is a major clinical challenge. Fibrous cap thickness and wall shear stress are two relevant image-based risk factors, but these two parameters are generally computed and analyzed separately. Accordingly, combining these two parameters can potentially improve the identification of at-risk regions. Therefore, the purpose of this study is to investigate the feasibility of the fusion of wall shear stress and fibrous cap thickness of coronary arteries in patient data. METHODS: Fourteen patients were included in this pilot study. Imaging of the coronary arteries was performed with optical coherence tomography and with angiography. Fibrous cap thickness was automatically quantified from optical coherence tomography pullbacks using a contour segmentation approach based on fast marching. Wall shear stress was computed by applying computational fluid dynamics on the 3D volume reconstructed from two angiograms. The two parameters then were co-registered using anatomical landmarks such as side branches. RESULTS: The two image modalities were successfully co-registered, with a mean (±SD) error corresponding to [Formula: see text] of the length of the analyzed region. For all the analyzed participants, the average thinnest portion of each fibrous cap was [Formula: see text] , and the average WSS value at the location of the fibrous cap was [Formula: see text] . A unique index was finally generated for each patient via the fusion of fibrous cap thickness and wall shear stress measurements, to translate all the measured parameters into a single risk map. CONCLUSION: The introduced risk map integrates two complementary parameters and has potential to provide valuable information about plaque vulnerability.
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spelling pubmed-50340112016-10-09 Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study Zahnd, Guillaume Schrauwen, Jelle Karanasos, Antonios Regar, Evelyn Niessen, Wiro van Walsum, Theo Gijsen, Frank Int J Comput Assist Radiol Surg Original Article PURPOSE: Identification of rupture-prone plaques in coronary arteries is a major clinical challenge. Fibrous cap thickness and wall shear stress are two relevant image-based risk factors, but these two parameters are generally computed and analyzed separately. Accordingly, combining these two parameters can potentially improve the identification of at-risk regions. Therefore, the purpose of this study is to investigate the feasibility of the fusion of wall shear stress and fibrous cap thickness of coronary arteries in patient data. METHODS: Fourteen patients were included in this pilot study. Imaging of the coronary arteries was performed with optical coherence tomography and with angiography. Fibrous cap thickness was automatically quantified from optical coherence tomography pullbacks using a contour segmentation approach based on fast marching. Wall shear stress was computed by applying computational fluid dynamics on the 3D volume reconstructed from two angiograms. The two parameters then were co-registered using anatomical landmarks such as side branches. RESULTS: The two image modalities were successfully co-registered, with a mean (±SD) error corresponding to [Formula: see text] of the length of the analyzed region. For all the analyzed participants, the average thinnest portion of each fibrous cap was [Formula: see text] , and the average WSS value at the location of the fibrous cap was [Formula: see text] . A unique index was finally generated for each patient via the fusion of fibrous cap thickness and wall shear stress measurements, to translate all the measured parameters into a single risk map. CONCLUSION: The introduced risk map integrates two complementary parameters and has potential to provide valuable information about plaque vulnerability. Springer Berlin Heidelberg 2016-05-28 2016 /pmc/articles/PMC5034011/ /pubmed/27236652 http://dx.doi.org/10.1007/s11548-016-1422-3 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Zahnd, Guillaume
Schrauwen, Jelle
Karanasos, Antonios
Regar, Evelyn
Niessen, Wiro
van Walsum, Theo
Gijsen, Frank
Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study
title Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study
title_full Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study
title_fullStr Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study
title_full_unstemmed Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study
title_short Fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study
title_sort fusion of fibrous cap thickness and wall shear stress to assess plaque vulnerability in coronary arteries: a pilot study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5034011/
https://www.ncbi.nlm.nih.gov/pubmed/27236652
http://dx.doi.org/10.1007/s11548-016-1422-3
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