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Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model

Patient-specific models of blood flow are being used clinically to diagnose and plan treatment for coronary artery disease. A remaining challenge is bridging scales from flow in arteries to the micro-circulation supplying the myocardium. Previously proposed models are descriptive rather than predict...

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Autores principales: Papamanolis, Lazaros, Kim, Hyun Jin, Jaquet, Clara, Sinclair, Matthew, Schaap, Michiel, Danad, Ibrahim, van Diemen, Pepijn, Knaapen, Paul, Najman, Laurent, Talbot, Hugues, Taylor, Charles A., Vignon-Clementel, Irene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8057976/
https://www.ncbi.nlm.nih.gov/pubmed/33263155
http://dx.doi.org/10.1007/s10439-020-02681-z
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author Papamanolis, Lazaros
Kim, Hyun Jin
Jaquet, Clara
Sinclair, Matthew
Schaap, Michiel
Danad, Ibrahim
van Diemen, Pepijn
Knaapen, Paul
Najman, Laurent
Talbot, Hugues
Taylor, Charles A.
Vignon-Clementel, Irene
author_facet Papamanolis, Lazaros
Kim, Hyun Jin
Jaquet, Clara
Sinclair, Matthew
Schaap, Michiel
Danad, Ibrahim
van Diemen, Pepijn
Knaapen, Paul
Najman, Laurent
Talbot, Hugues
Taylor, Charles A.
Vignon-Clementel, Irene
author_sort Papamanolis, Lazaros
collection PubMed
description Patient-specific models of blood flow are being used clinically to diagnose and plan treatment for coronary artery disease. A remaining challenge is bridging scales from flow in arteries to the micro-circulation supplying the myocardium. Previously proposed models are descriptive rather than predictive and have not been applied to human data. The goal here is to develop a multiscale patient-specific model enabling blood flow simulation from large coronary arteries to myocardial tissue. Patient vasculatures are segmented from coronary computed tomography angiography data and extended from the image-based model down to the arteriole level using a space-filling forest of synthetic trees. Blood flow is modeled by coupling a 1D model of the coronary arteries to a single-compartment Darcy myocardium model. Simulated results on five patients with non-obstructive coronary artery disease compare overall well to [[Formula: see text] O][Formula: see text] O PET exam data for both resting and hyperemic conditions. Results on a patient with severe obstructive disease link coronary artery narrowing with impaired myocardial blood flow, demonstrating the model’s ability to predict myocardial regions with perfusion deficit. This is the first report of a computational model for simulating blood flow from the epicardial coronary arteries to the left ventricle myocardium applied to and validated on human data. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10439-020-02681-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-80579762021-05-05 Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model Papamanolis, Lazaros Kim, Hyun Jin Jaquet, Clara Sinclair, Matthew Schaap, Michiel Danad, Ibrahim van Diemen, Pepijn Knaapen, Paul Najman, Laurent Talbot, Hugues Taylor, Charles A. Vignon-Clementel, Irene Ann Biomed Eng Original Article Patient-specific models of blood flow are being used clinically to diagnose and plan treatment for coronary artery disease. A remaining challenge is bridging scales from flow in arteries to the micro-circulation supplying the myocardium. Previously proposed models are descriptive rather than predictive and have not been applied to human data. The goal here is to develop a multiscale patient-specific model enabling blood flow simulation from large coronary arteries to myocardial tissue. Patient vasculatures are segmented from coronary computed tomography angiography data and extended from the image-based model down to the arteriole level using a space-filling forest of synthetic trees. Blood flow is modeled by coupling a 1D model of the coronary arteries to a single-compartment Darcy myocardium model. Simulated results on five patients with non-obstructive coronary artery disease compare overall well to [[Formula: see text] O][Formula: see text] O PET exam data for both resting and hyperemic conditions. Results on a patient with severe obstructive disease link coronary artery narrowing with impaired myocardial blood flow, demonstrating the model’s ability to predict myocardial regions with perfusion deficit. This is the first report of a computational model for simulating blood flow from the epicardial coronary arteries to the left ventricle myocardium applied to and validated on human data. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10439-020-02681-z) contains supplementary material, which is available to authorized users. Springer International Publishing 2020-12-01 2021 /pmc/articles/PMC8057976/ /pubmed/33263155 http://dx.doi.org/10.1007/s10439-020-02681-z Text en © The Author(s) 2020 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Papamanolis, Lazaros
Kim, Hyun Jin
Jaquet, Clara
Sinclair, Matthew
Schaap, Michiel
Danad, Ibrahim
van Diemen, Pepijn
Knaapen, Paul
Najman, Laurent
Talbot, Hugues
Taylor, Charles A.
Vignon-Clementel, Irene
Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model
title Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model
title_full Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model
title_fullStr Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model
title_full_unstemmed Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model
title_short Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model
title_sort myocardial perfusion simulation for coronary artery disease: a coupled patient-specific multiscale model
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8057976/
https://www.ncbi.nlm.nih.gov/pubmed/33263155
http://dx.doi.org/10.1007/s10439-020-02681-z
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