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

Authors :
Lazaros Papamanolis
Michiel Schaap
Charles A. Taylor
Ibrahim Danad
Matthew Sinclair
Hugues Talbot
Laurent Najman
Irene E. Vignon-Clementel
Paul Knaapen
Pepijn A. van Diemen
Clara Jaquet
Hyun Jin Kim
SImulations en Médecine, BIOtechnologie et ToXicologie de systèmes multicellulaires (SIMBIOTX )
Inria Saclay - Ile de France
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
HeartFlow
Laboratoire d'Informatique Gaspard-Monge (LIGM)
École des Ponts ParisTech (ENPC)-Centre National de la Recherche Scientifique (CNRS)-Université Gustave Eiffel
Imperial College London
Amsterdam UMC
Centre de vision numérique (CVN)
Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Université Paris-Saclay
OPtimisation Imagerie et Santé (OPIS)
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre de vision numérique (CVN)
Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Université Paris-Saclay-CentraleSupélec-Université Paris-Saclay
Cardiology
ACS - Atherosclerosis & ischemic syndromes
ACS - Heart failure & arrhythmias
Amsterdam UMC - Amsterdam University Medical Center
CentraleSupélec
Université Paris-Saclay
Source :
Papamanolis, L, Kim, H J, Jaquet, C, Sinclair, M, Schaap, M, Danad, I, van Diemen, P, Knaapen, P, Najman, L, Talbot, H, Taylor, C A & Vignon-Clementel, I 2021, ' Myocardial Perfusion Simulation for Coronary Artery Disease : A Coupled Patient-Specific Multiscale Model ', Annals of Biomedical Engineering, vol. 49, no. 5, pp. 1432-1447 . https://doi.org/10.1007/s10439-020-02681-z, Annals of Biomedical Engineering, Annals of Biomedical Engineering, Springer Verlag, 2021, 49, pp.1432-1447. ⟨10.1007/s10439-020-02681-z⟩, Annals of Biomedical Engineering, 49(5), 1432-1447. Springer Netherlands, Annals of Biomedical Engineering, 2021, 49, pp.1432-1447. ⟨10.1007/s10439-020-02681-z⟩
Publication Year :
2021

Abstract

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 [$$^{15}$$ 15 O]$$\text {H}_{{2}}$$ H 2 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.

Details

Language :
English
ISSN :
00906964 and 15739686
Database :
OpenAIRE
Journal :
Papamanolis, L, Kim, H J, Jaquet, C, Sinclair, M, Schaap, M, Danad, I, van Diemen, P, Knaapen, P, Najman, L, Talbot, H, Taylor, C A & Vignon-Clementel, I 2021, ' Myocardial Perfusion Simulation for Coronary Artery Disease : A Coupled Patient-Specific Multiscale Model ', Annals of Biomedical Engineering, vol. 49, no. 5, pp. 1432-1447 . https://doi.org/10.1007/s10439-020-02681-z, Annals of Biomedical Engineering, Annals of Biomedical Engineering, Springer Verlag, 2021, 49, pp.1432-1447. ⟨10.1007/s10439-020-02681-z⟩, Annals of Biomedical Engineering, 49(5), 1432-1447. Springer Netherlands, Annals of Biomedical Engineering, 2021, 49, pp.1432-1447. ⟨10.1007/s10439-020-02681-z⟩
Accession number :
edsair.doi.dedup.....b15009fb75442eb29916418ed205f982
Full Text :
https://doi.org/10.1007/s10439-020-02681-z