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Patient-Specific Modelling of Blood Coagulation

Blood coagulation represents one of the most studied processes in biomedical modelling. However, clinical applications of this modelling remain limited because of the complexity of this process and because of large inter-patient variation of the concentrations of blood factors, kinetic constants and...

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Detalles Bibliográficos
Autores principales: Ratto, N., Bouchnita, A., Chelle, P., Marion, M., Panteleev, M., Nechipurenko, D., Tardy-Poncet, B., Volpert, V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7998098/
https://www.ncbi.nlm.nih.gov/pubmed/33772645
http://dx.doi.org/10.1007/s11538-021-00890-8
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author Ratto, N.
Bouchnita, A.
Chelle, P.
Marion, M.
Panteleev, M.
Nechipurenko, D.
Tardy-Poncet, B.
Volpert, V.
author_facet Ratto, N.
Bouchnita, A.
Chelle, P.
Marion, M.
Panteleev, M.
Nechipurenko, D.
Tardy-Poncet, B.
Volpert, V.
author_sort Ratto, N.
collection PubMed
description Blood coagulation represents one of the most studied processes in biomedical modelling. However, clinical applications of this modelling remain limited because of the complexity of this process and because of large inter-patient variation of the concentrations of blood factors, kinetic constants and physiological conditions. Determination of some of these patients-specific parameters is experimentally possible, but it would be related to excessive time and material costs impossible in clinical practice. We propose in this work a methodological approach to patient-specific modelling of blood coagulation. It begins with conventional thrombin generation tests allowing the determination of parameters of a reduced kinetic model. Next, this model is used to study spatial distributions of blood factors and blood coagulation in flow, and to evaluate the results of medical treatment of blood coagulation disorders.
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spelling pubmed-79980982021-03-29 Patient-Specific Modelling of Blood Coagulation Ratto, N. Bouchnita, A. Chelle, P. Marion, M. Panteleev, M. Nechipurenko, D. Tardy-Poncet, B. Volpert, V. Bull Math Biol Original Article Blood coagulation represents one of the most studied processes in biomedical modelling. However, clinical applications of this modelling remain limited because of the complexity of this process and because of large inter-patient variation of the concentrations of blood factors, kinetic constants and physiological conditions. Determination of some of these patients-specific parameters is experimentally possible, but it would be related to excessive time and material costs impossible in clinical practice. We propose in this work a methodological approach to patient-specific modelling of blood coagulation. It begins with conventional thrombin generation tests allowing the determination of parameters of a reduced kinetic model. Next, this model is used to study spatial distributions of blood factors and blood coagulation in flow, and to evaluate the results of medical treatment of blood coagulation disorders. Springer US 2021-03-27 2021 /pmc/articles/PMC7998098/ /pubmed/33772645 http://dx.doi.org/10.1007/s11538-021-00890-8 Text en © The Author(s), under exclusive licence to Society for Mathematical Biology 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Ratto, N.
Bouchnita, A.
Chelle, P.
Marion, M.
Panteleev, M.
Nechipurenko, D.
Tardy-Poncet, B.
Volpert, V.
Patient-Specific Modelling of Blood Coagulation
title Patient-Specific Modelling of Blood Coagulation
title_full Patient-Specific Modelling of Blood Coagulation
title_fullStr Patient-Specific Modelling of Blood Coagulation
title_full_unstemmed Patient-Specific Modelling of Blood Coagulation
title_short Patient-Specific Modelling of Blood Coagulation
title_sort patient-specific modelling of blood coagulation
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7998098/
https://www.ncbi.nlm.nih.gov/pubmed/33772645
http://dx.doi.org/10.1007/s11538-021-00890-8
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