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Quantitative dynamics of reversible platelet aggregation: mathematical modelling and experiments

Although reversible platelet aggregation observed in response to ADP stimulation in the presence of calcium is a well-known phenomenon, its mechanisms are not entirely clear. To study them, we developed a simple kinetic mass-action-law-based mathematical model to use it in combination with experimen...

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Autores principales: Filkova, Aleksandra A., Martyanov, Alexey A., Garzon Dasgupta, Andrei K., Panteleev, Mikhail A., Sveshnikova, Anastasia N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470167/
https://www.ncbi.nlm.nih.gov/pubmed/30996289
http://dx.doi.org/10.1038/s41598-019-42701-0
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author Filkova, Aleksandra A.
Martyanov, Alexey A.
Garzon Dasgupta, Andrei K.
Panteleev, Mikhail A.
Sveshnikova, Anastasia N.
author_facet Filkova, Aleksandra A.
Martyanov, Alexey A.
Garzon Dasgupta, Andrei K.
Panteleev, Mikhail A.
Sveshnikova, Anastasia N.
author_sort Filkova, Aleksandra A.
collection PubMed
description Although reversible platelet aggregation observed in response to ADP stimulation in the presence of calcium is a well-known phenomenon, its mechanisms are not entirely clear. To study them, we developed a simple kinetic mass-action-law-based mathematical model to use it in combination with experiments. Light transmission platelet aggregometry (LTA) induced by ADP was performed for platelet-rich plasma or washed platelets using both conventional light transmission and aggregate size monitoring method based on optical density fluctuations. Parameter values of the model were determined by means of parameter estimation techniques implemented in COPASI software. The mathematical model was able to describe reversible platelet aggregation LTA curves without assuming changes in platelet aggregation parameters over time, but with the assumption that platelet can enter the aggregate only once. In the model, the mean size of platelet aggregates correlated with the solution transparency. This corresponded with flow cytometry analysis and with optical density fluctuations data on aggregate size. The predicted values of model parameters correlated with ADP concentration used in experiments. These data suggest that, at the start of the aggregation, when platelet integrins switch “on”, large unstable platelet aggregates are rapidly formed, which leads to an increase in light transmission. However, upon fragmentation of these aggregates, the probability of the post-aggregate platelets’ attachment to each other decreases preventing new aggregation and resulting in the reversible aggregation phenomenon.
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spelling pubmed-64701672019-04-23 Quantitative dynamics of reversible platelet aggregation: mathematical modelling and experiments Filkova, Aleksandra A. Martyanov, Alexey A. Garzon Dasgupta, Andrei K. Panteleev, Mikhail A. Sveshnikova, Anastasia N. Sci Rep Article Although reversible platelet aggregation observed in response to ADP stimulation in the presence of calcium is a well-known phenomenon, its mechanisms are not entirely clear. To study them, we developed a simple kinetic mass-action-law-based mathematical model to use it in combination with experiments. Light transmission platelet aggregometry (LTA) induced by ADP was performed for platelet-rich plasma or washed platelets using both conventional light transmission and aggregate size monitoring method based on optical density fluctuations. Parameter values of the model were determined by means of parameter estimation techniques implemented in COPASI software. The mathematical model was able to describe reversible platelet aggregation LTA curves without assuming changes in platelet aggregation parameters over time, but with the assumption that platelet can enter the aggregate only once. In the model, the mean size of platelet aggregates correlated with the solution transparency. This corresponded with flow cytometry analysis and with optical density fluctuations data on aggregate size. The predicted values of model parameters correlated with ADP concentration used in experiments. These data suggest that, at the start of the aggregation, when platelet integrins switch “on”, large unstable platelet aggregates are rapidly formed, which leads to an increase in light transmission. However, upon fragmentation of these aggregates, the probability of the post-aggregate platelets’ attachment to each other decreases preventing new aggregation and resulting in the reversible aggregation phenomenon. Nature Publishing Group UK 2019-04-17 /pmc/articles/PMC6470167/ /pubmed/30996289 http://dx.doi.org/10.1038/s41598-019-42701-0 Text en © The Author(s) 2019 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Filkova, Aleksandra A.
Martyanov, Alexey A.
Garzon Dasgupta, Andrei K.
Panteleev, Mikhail A.
Sveshnikova, Anastasia N.
Quantitative dynamics of reversible platelet aggregation: mathematical modelling and experiments
title Quantitative dynamics of reversible platelet aggregation: mathematical modelling and experiments
title_full Quantitative dynamics of reversible platelet aggregation: mathematical modelling and experiments
title_fullStr Quantitative dynamics of reversible platelet aggregation: mathematical modelling and experiments
title_full_unstemmed Quantitative dynamics of reversible platelet aggregation: mathematical modelling and experiments
title_short Quantitative dynamics of reversible platelet aggregation: mathematical modelling and experiments
title_sort quantitative dynamics of reversible platelet aggregation: mathematical modelling and experiments
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470167/
https://www.ncbi.nlm.nih.gov/pubmed/30996289
http://dx.doi.org/10.1038/s41598-019-42701-0
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