A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.

Mechanical interactions between flowing and coagulated blood (thrombus) are crucial in dictating the deformation and remodeling of a thrombus after its formation in hemostasis. We propose a fully-Eulerian, three-dimensional, phase-field model of thrombus that is calibrated with existing in vitro exp...

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Main Authors: Xiaoning Zheng, Alireza Yazdani, He Li, Jay D Humphrey, George E Karniadakis
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-04-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1007709
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spelling doaj-d0a7ba5b4dce4efaa2971f39dd0e533c2021-04-21T16:42:09ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582020-04-01164e100770910.1371/journal.pcbi.1007709A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.Xiaoning ZhengAlireza YazdaniHe LiJay D HumphreyGeorge E KarniadakisMechanical interactions between flowing and coagulated blood (thrombus) are crucial in dictating the deformation and remodeling of a thrombus after its formation in hemostasis. We propose a fully-Eulerian, three-dimensional, phase-field model of thrombus that is calibrated with existing in vitro experimental data. This phase-field model considers spatial variations in permeability and material properties within a single unified mathematical framework derived from an energy perspective, thereby allowing us to study effects of thrombus microstructure and properties on its deformation and possible release of emboli under different hemodynamic conditions. Moreover, we combine this proposed thrombus model with a particle-based model which simulates the initiation of the thrombus. The volume fraction of a thrombus obtained from the particle simulation is mapped to an input variable in the proposed phase-field thrombus model. The present work is thus the first computational study to integrate the initiation of a thrombus through platelet aggregation with its subsequent viscoelastic responses to various shear flows. This framework can be informed by clinical data and potentially be used to predict the risk of diverse thromboembolic events under physiological and pathological conditions.https://doi.org/10.1371/journal.pcbi.1007709
collection DOAJ
language English
format Article
sources DOAJ
author Xiaoning Zheng
Alireza Yazdani
He Li
Jay D Humphrey
George E Karniadakis
spellingShingle Xiaoning Zheng
Alireza Yazdani
He Li
Jay D Humphrey
George E Karniadakis
A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.
PLoS Computational Biology
author_facet Xiaoning Zheng
Alireza Yazdani
He Li
Jay D Humphrey
George E Karniadakis
author_sort Xiaoning Zheng
title A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.
title_short A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.
title_full A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.
title_fullStr A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.
title_full_unstemmed A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.
title_sort three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2020-04-01
description Mechanical interactions between flowing and coagulated blood (thrombus) are crucial in dictating the deformation and remodeling of a thrombus after its formation in hemostasis. We propose a fully-Eulerian, three-dimensional, phase-field model of thrombus that is calibrated with existing in vitro experimental data. This phase-field model considers spatial variations in permeability and material properties within a single unified mathematical framework derived from an energy perspective, thereby allowing us to study effects of thrombus microstructure and properties on its deformation and possible release of emboli under different hemodynamic conditions. Moreover, we combine this proposed thrombus model with a particle-based model which simulates the initiation of the thrombus. The volume fraction of a thrombus obtained from the particle simulation is mapped to an input variable in the proposed phase-field thrombus model. The present work is thus the first computational study to integrate the initiation of a thrombus through platelet aggregation with its subsequent viscoelastic responses to various shear flows. This framework can be informed by clinical data and potentially be used to predict the risk of diverse thromboembolic events under physiological and pathological conditions.
url https://doi.org/10.1371/journal.pcbi.1007709
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