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A new membrane formulation for modelling the flow of stomatocyte, discocyte, and echinocyte red blood cells
In this work, a numerical model that enables simulation of the deformation and flow behaviour of differently aged Red Blood Cells (RBCs) is developed. Such cells change shape and decrease in deformability as they age, thus impacting their ability to pass through the narrow capillaries in the body. W...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9132841/ https://www.ncbi.nlm.nih.gov/pubmed/35412191 http://dx.doi.org/10.1007/s10237-022-01567-4 |
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author | Karandeniya, D. M. W. Holmes, D. W. Sauret, E. Gu, Y. T. |
author_facet | Karandeniya, D. M. W. Holmes, D. W. Sauret, E. Gu, Y. T. |
author_sort | Karandeniya, D. M. W. |
collection | PubMed |
description | In this work, a numerical model that enables simulation of the deformation and flow behaviour of differently aged Red Blood Cells (RBCs) is developed. Such cells change shape and decrease in deformability as they age, thus impacting their ability to pass through the narrow capillaries in the body. While the body filters unviable cells from the blood naturally, cell aging poses key challenges for blood stored for transfusions. Therefore, understanding the influence RBC morphology and deformability have on their flow is vital. While several existing models represent young Discocyte RBC shapes well, a limited number of numerical models are developed to model aged RBC morphologies like Stomatocytes and Echinocytes. The existing models are also limited to shear and stretching simulations. Flow characteristics of these morphologies are yet to be investigated. This paper aims to develop a new membrane formulation for the numerical modelling of Stomatocyte, Discocytes and Echinocyte RBC morphologies to investigate their deformation and flow behaviour. The model used represents blood plasma using the Lattice Boltzmann Method (LBM) and the RBC membrane using the discrete element method (DEM). The membrane and the plasma are coupled by the Immersed Boundary Method (IBM). Previous LBM-IBM-DEM formulations represent RBC membrane response based on forces generated from changes in the local area, local length, local bending, and cell volume. In this new model, two new force terms are added: the local area difference force and the local curvature force, which are specially incorporated to model the flow and deformation behaviour of Stomatocytes and Echinocytes. To verify the developed model, the deformation behaviour of the three types of RBC morphologies are compared to well-characterised stretching and shear experiments. The flow modelling capabilities of the method are then demonstrated by modelling the flow of each cell through a narrow capillary. The developed model is found to be as accurate as benchmark Smoothed Particle Hydrodynamics (SPH) approaches while being significantly more computationally efficient. |
format | Online Article Text |
id | pubmed-9132841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-91328412022-05-27 A new membrane formulation for modelling the flow of stomatocyte, discocyte, and echinocyte red blood cells Karandeniya, D. M. W. Holmes, D. W. Sauret, E. Gu, Y. T. Biomech Model Mechanobiol Original Paper In this work, a numerical model that enables simulation of the deformation and flow behaviour of differently aged Red Blood Cells (RBCs) is developed. Such cells change shape and decrease in deformability as they age, thus impacting their ability to pass through the narrow capillaries in the body. While the body filters unviable cells from the blood naturally, cell aging poses key challenges for blood stored for transfusions. Therefore, understanding the influence RBC morphology and deformability have on their flow is vital. While several existing models represent young Discocyte RBC shapes well, a limited number of numerical models are developed to model aged RBC morphologies like Stomatocytes and Echinocytes. The existing models are also limited to shear and stretching simulations. Flow characteristics of these morphologies are yet to be investigated. This paper aims to develop a new membrane formulation for the numerical modelling of Stomatocyte, Discocytes and Echinocyte RBC morphologies to investigate their deformation and flow behaviour. The model used represents blood plasma using the Lattice Boltzmann Method (LBM) and the RBC membrane using the discrete element method (DEM). The membrane and the plasma are coupled by the Immersed Boundary Method (IBM). Previous LBM-IBM-DEM formulations represent RBC membrane response based on forces generated from changes in the local area, local length, local bending, and cell volume. In this new model, two new force terms are added: the local area difference force and the local curvature force, which are specially incorporated to model the flow and deformation behaviour of Stomatocytes and Echinocytes. To verify the developed model, the deformation behaviour of the three types of RBC morphologies are compared to well-characterised stretching and shear experiments. The flow modelling capabilities of the method are then demonstrated by modelling the flow of each cell through a narrow capillary. The developed model is found to be as accurate as benchmark Smoothed Particle Hydrodynamics (SPH) approaches while being significantly more computationally efficient. Springer Berlin Heidelberg 2022-04-12 2022 /pmc/articles/PMC9132841/ /pubmed/35412191 http://dx.doi.org/10.1007/s10237-022-01567-4 Text en © Crown 2022 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 Paper Karandeniya, D. M. W. Holmes, D. W. Sauret, E. Gu, Y. T. A new membrane formulation for modelling the flow of stomatocyte, discocyte, and echinocyte red blood cells |
title | A new membrane formulation for modelling the flow of stomatocyte, discocyte, and echinocyte red blood cells |
title_full | A new membrane formulation for modelling the flow of stomatocyte, discocyte, and echinocyte red blood cells |
title_fullStr | A new membrane formulation for modelling the flow of stomatocyte, discocyte, and echinocyte red blood cells |
title_full_unstemmed | A new membrane formulation for modelling the flow of stomatocyte, discocyte, and echinocyte red blood cells |
title_short | A new membrane formulation for modelling the flow of stomatocyte, discocyte, and echinocyte red blood cells |
title_sort | new membrane formulation for modelling the flow of stomatocyte, discocyte, and echinocyte red blood cells |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9132841/ https://www.ncbi.nlm.nih.gov/pubmed/35412191 http://dx.doi.org/10.1007/s10237-022-01567-4 |
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