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3D reconstruction of coronary artery bifurcations from coronary angiography and optical coherence tomography: feasibility, validation, and reproducibility
The three-dimensional (3D) representation of the bifurcation anatomy and disease burden is essential for better understanding of the anatomical complexity of bifurcation disease and planning of stenting strategies. We propose a novel methodology for 3D reconstruction of coronary artery bifurcations...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582159/ https://www.ncbi.nlm.nih.gov/pubmed/33093499 http://dx.doi.org/10.1038/s41598-020-74264-w |
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author | Wu, Wei Samant, Saurabhi de Zwart, Gijs Zhao, Shijia Khan, Behram Ahmad, Mansoor Bologna, Marco Watanabe, Yusuke Murasato, Yoshinobu Burzotta, Francesco Brilakis, Emmanouil S. Dangas, George Louvard, Yves Stankovic, Goran Kassab, Ghassan S. Migliavacca, Francesco Chiastra, Claudio Chatzizisis, Yiannis S. |
author_facet | Wu, Wei Samant, Saurabhi de Zwart, Gijs Zhao, Shijia Khan, Behram Ahmad, Mansoor Bologna, Marco Watanabe, Yusuke Murasato, Yoshinobu Burzotta, Francesco Brilakis, Emmanouil S. Dangas, George Louvard, Yves Stankovic, Goran Kassab, Ghassan S. Migliavacca, Francesco Chiastra, Claudio Chatzizisis, Yiannis S. |
author_sort | Wu, Wei |
collection | PubMed |
description | The three-dimensional (3D) representation of the bifurcation anatomy and disease burden is essential for better understanding of the anatomical complexity of bifurcation disease and planning of stenting strategies. We propose a novel methodology for 3D reconstruction of coronary artery bifurcations based on the integration of angiography, which provides the backbone of the bifurcation, with optical coherence tomography (OCT), which provides the vessel shape. Our methodology introduces several technical novelties to tackle the OCT frame misalignment, correct positioning of the OCT frames at the carina, lumen surface reconstruction, and merging of bifurcation lumens. The accuracy and reproducibility of the methodology were tested in n = 5 patient-specific silicone bifurcations compared to contrast-enhanced micro-computed tomography (µCT), which was used as reference. The feasibility and time-efficiency of the method were explored in n = 7 diseased patient bifurcations of varying anatomical complexity. The OCT-based reconstructed bifurcation models were found to have remarkably high agreement compared to the µCT reference models, yielding r(2) values between 0.91 and 0.98 for the normalized lumen areas, and mean differences of 0.005 for lumen shape and 0.004 degrees for bifurcation angles. Likewise, the reproducibility of our methodology was remarkably high. Our methodology successfully reconstructed all the patient bifurcations yielding favorable processing times (average lumen reconstruction time < 60 min). Overall, our method is an easily applicable, time-efficient, and user-friendly tool that allows accurate and reproducible 3D reconstruction of coronary bifurcations. Our technique can be used in the clinical setting to provide information about the bifurcation anatomy and plaque burden, thereby enabling planning, education, and decision making on bifurcation stenting. |
format | Online Article Text |
id | pubmed-7582159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-75821592020-10-23 3D reconstruction of coronary artery bifurcations from coronary angiography and optical coherence tomography: feasibility, validation, and reproducibility Wu, Wei Samant, Saurabhi de Zwart, Gijs Zhao, Shijia Khan, Behram Ahmad, Mansoor Bologna, Marco Watanabe, Yusuke Murasato, Yoshinobu Burzotta, Francesco Brilakis, Emmanouil S. Dangas, George Louvard, Yves Stankovic, Goran Kassab, Ghassan S. Migliavacca, Francesco Chiastra, Claudio Chatzizisis, Yiannis S. Sci Rep Article The three-dimensional (3D) representation of the bifurcation anatomy and disease burden is essential for better understanding of the anatomical complexity of bifurcation disease and planning of stenting strategies. We propose a novel methodology for 3D reconstruction of coronary artery bifurcations based on the integration of angiography, which provides the backbone of the bifurcation, with optical coherence tomography (OCT), which provides the vessel shape. Our methodology introduces several technical novelties to tackle the OCT frame misalignment, correct positioning of the OCT frames at the carina, lumen surface reconstruction, and merging of bifurcation lumens. The accuracy and reproducibility of the methodology were tested in n = 5 patient-specific silicone bifurcations compared to contrast-enhanced micro-computed tomography (µCT), which was used as reference. The feasibility and time-efficiency of the method were explored in n = 7 diseased patient bifurcations of varying anatomical complexity. The OCT-based reconstructed bifurcation models were found to have remarkably high agreement compared to the µCT reference models, yielding r(2) values between 0.91 and 0.98 for the normalized lumen areas, and mean differences of 0.005 for lumen shape and 0.004 degrees for bifurcation angles. Likewise, the reproducibility of our methodology was remarkably high. Our methodology successfully reconstructed all the patient bifurcations yielding favorable processing times (average lumen reconstruction time < 60 min). Overall, our method is an easily applicable, time-efficient, and user-friendly tool that allows accurate and reproducible 3D reconstruction of coronary bifurcations. Our technique can be used in the clinical setting to provide information about the bifurcation anatomy and plaque burden, thereby enabling planning, education, and decision making on bifurcation stenting. Nature Publishing Group UK 2020-10-22 /pmc/articles/PMC7582159/ /pubmed/33093499 http://dx.doi.org/10.1038/s41598-020-74264-w Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Wu, Wei Samant, Saurabhi de Zwart, Gijs Zhao, Shijia Khan, Behram Ahmad, Mansoor Bologna, Marco Watanabe, Yusuke Murasato, Yoshinobu Burzotta, Francesco Brilakis, Emmanouil S. Dangas, George Louvard, Yves Stankovic, Goran Kassab, Ghassan S. Migliavacca, Francesco Chiastra, Claudio Chatzizisis, Yiannis S. 3D reconstruction of coronary artery bifurcations from coronary angiography and optical coherence tomography: feasibility, validation, and reproducibility |
title | 3D reconstruction of coronary artery bifurcations from coronary angiography and optical coherence tomography: feasibility, validation, and reproducibility |
title_full | 3D reconstruction of coronary artery bifurcations from coronary angiography and optical coherence tomography: feasibility, validation, and reproducibility |
title_fullStr | 3D reconstruction of coronary artery bifurcations from coronary angiography and optical coherence tomography: feasibility, validation, and reproducibility |
title_full_unstemmed | 3D reconstruction of coronary artery bifurcations from coronary angiography and optical coherence tomography: feasibility, validation, and reproducibility |
title_short | 3D reconstruction of coronary artery bifurcations from coronary angiography and optical coherence tomography: feasibility, validation, and reproducibility |
title_sort | 3d reconstruction of coronary artery bifurcations from coronary angiography and optical coherence tomography: feasibility, validation, and reproducibility |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582159/ https://www.ncbi.nlm.nih.gov/pubmed/33093499 http://dx.doi.org/10.1038/s41598-020-74264-w |
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