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Risk Factors for Recanalization after Coil Embolization

The aim of our study was to identify risk factors for recanalization 6 months after coil embolization using clinical data followed by computational fluid dynamics (CFD) analysis. Methods: Firstly, clinical data of 184 patients treated with coil embolization were analyzed retrospectively. Secondly, a...

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Autores principales: Wiśniewski, Karol, Tyfa, Zbigniew, Tomasik, Bartłomiej, Reorowicz, Piotr, Bobeff, Ernest J., Posmyk, Bartłomiej J., Hupało, Marlena, Stefańczyk, Ludomir, Jóźwik, Krzysztof, Jaskólski, Dariusz J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398571/
https://www.ncbi.nlm.nih.gov/pubmed/34442437
http://dx.doi.org/10.3390/jpm11080793
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author Wiśniewski, Karol
Tyfa, Zbigniew
Tomasik, Bartłomiej
Reorowicz, Piotr
Bobeff, Ernest J.
Posmyk, Bartłomiej J.
Hupało, Marlena
Stefańczyk, Ludomir
Jóźwik, Krzysztof
Jaskólski, Dariusz J.
author_facet Wiśniewski, Karol
Tyfa, Zbigniew
Tomasik, Bartłomiej
Reorowicz, Piotr
Bobeff, Ernest J.
Posmyk, Bartłomiej J.
Hupało, Marlena
Stefańczyk, Ludomir
Jóźwik, Krzysztof
Jaskólski, Dariusz J.
author_sort Wiśniewski, Karol
collection PubMed
description The aim of our study was to identify risk factors for recanalization 6 months after coil embolization using clinical data followed by computational fluid dynamics (CFD) analysis. Methods: Firstly, clinical data of 184 patients treated with coil embolization were analyzed retrospectively. Secondly, aneurysm models for high/low recanalization risk were generated based on ROC curves and their cut-off points. Afterward, CFD was utilized to validate the results. Results: In multivariable analysis, aneurysm filling during the first embolization was an independent risk factor whilst packing density was a protective factor of recanalization after 6 months in patients with aSAH. For patients with unruptured aneurysms, packing density was found to be a protective factor whilst the aneurysm neck size was an independent risk factor. Complex flow pattern and multiple vortices were associated with aneurysm shape and were characteristic of the high recanalization risk group. Conclusions: Statistical analysis suggested that there are various factors influencing recanalization risk. Once certain values of morphometric parameters are exceeded, a complex flow with numerous vortices occurs. This phenomenon was revealed due to CFD investigations that validated our statistical research. Thus, the complex flow pattern itself can be treated as a relevant recanalization predictor.
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spelling pubmed-83985712021-08-29 Risk Factors for Recanalization after Coil Embolization Wiśniewski, Karol Tyfa, Zbigniew Tomasik, Bartłomiej Reorowicz, Piotr Bobeff, Ernest J. Posmyk, Bartłomiej J. Hupało, Marlena Stefańczyk, Ludomir Jóźwik, Krzysztof Jaskólski, Dariusz J. J Pers Med Article The aim of our study was to identify risk factors for recanalization 6 months after coil embolization using clinical data followed by computational fluid dynamics (CFD) analysis. Methods: Firstly, clinical data of 184 patients treated with coil embolization were analyzed retrospectively. Secondly, aneurysm models for high/low recanalization risk were generated based on ROC curves and their cut-off points. Afterward, CFD was utilized to validate the results. Results: In multivariable analysis, aneurysm filling during the first embolization was an independent risk factor whilst packing density was a protective factor of recanalization after 6 months in patients with aSAH. For patients with unruptured aneurysms, packing density was found to be a protective factor whilst the aneurysm neck size was an independent risk factor. Complex flow pattern and multiple vortices were associated with aneurysm shape and were characteristic of the high recanalization risk group. Conclusions: Statistical analysis suggested that there are various factors influencing recanalization risk. Once certain values of morphometric parameters are exceeded, a complex flow with numerous vortices occurs. This phenomenon was revealed due to CFD investigations that validated our statistical research. Thus, the complex flow pattern itself can be treated as a relevant recanalization predictor. MDPI 2021-08-14 /pmc/articles/PMC8398571/ /pubmed/34442437 http://dx.doi.org/10.3390/jpm11080793 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wiśniewski, Karol
Tyfa, Zbigniew
Tomasik, Bartłomiej
Reorowicz, Piotr
Bobeff, Ernest J.
Posmyk, Bartłomiej J.
Hupało, Marlena
Stefańczyk, Ludomir
Jóźwik, Krzysztof
Jaskólski, Dariusz J.
Risk Factors for Recanalization after Coil Embolization
title Risk Factors for Recanalization after Coil Embolization
title_full Risk Factors for Recanalization after Coil Embolization
title_fullStr Risk Factors for Recanalization after Coil Embolization
title_full_unstemmed Risk Factors for Recanalization after Coil Embolization
title_short Risk Factors for Recanalization after Coil Embolization
title_sort risk factors for recanalization after coil embolization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398571/
https://www.ncbi.nlm.nih.gov/pubmed/34442437
http://dx.doi.org/10.3390/jpm11080793
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