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Mathematical modelling indicates that lower activity of the haemostatic system in neonates is primarily due to lower prothrombin concentration
Haemostasis is governed by a highly complex system of interacting proteins. Due to the central role of thrombin, thrombin generation and specifically the thrombin generation curve (TGC) is commonly used as an indicator of haemostatic activity. Functional characteristics of the haemostatic system in...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6408458/ https://www.ncbi.nlm.nih.gov/pubmed/30850652 http://dx.doi.org/10.1038/s41598-019-40435-7 |
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author | Siekmann, Ivo Bjelosevic, Stefan Landman, Kerry Monagle, Paul Ignjatovic, Vera Crampin, Edmund J. |
author_facet | Siekmann, Ivo Bjelosevic, Stefan Landman, Kerry Monagle, Paul Ignjatovic, Vera Crampin, Edmund J. |
author_sort | Siekmann, Ivo |
collection | PubMed |
description | Haemostasis is governed by a highly complex system of interacting proteins. Due to the central role of thrombin, thrombin generation and specifically the thrombin generation curve (TGC) is commonly used as an indicator of haemostatic activity. Functional characteristics of the haemostatic system in neonates and children are significantly different compared with adults; at the same time plasma levels of haemostatic proteins vary considerably with age. However, relating one to the other has been difficult, both due to significant inter-individual differences for individuals of similar age and the complexity of the biochemical reactions underlying haemostasis. Mathematical modelling has been very successful at representing the biochemistry of blood clotting. In this study we address the challenge of large inter-individual variability by parameterising the Hockin-Mann model with data from individual patients, across different age groups from neonates to adults. Calculating TGCs for each patient of a specific age group provides us with insight into the variability of haemostatic activity across that age group. From our model we observe that two commonly used metrics for haemostatic activity are significantly lower in neonates than in older patients. Because both metrics are strongly determined by prothrombin and prothrombin levels are considerably lower in neonates we conclude that decreased haemostatic activity in neonates is due to lower prothrombin availability. |
format | Online Article Text |
id | pubmed-6408458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-64084582019-03-12 Mathematical modelling indicates that lower activity of the haemostatic system in neonates is primarily due to lower prothrombin concentration Siekmann, Ivo Bjelosevic, Stefan Landman, Kerry Monagle, Paul Ignjatovic, Vera Crampin, Edmund J. Sci Rep Article Haemostasis is governed by a highly complex system of interacting proteins. Due to the central role of thrombin, thrombin generation and specifically the thrombin generation curve (TGC) is commonly used as an indicator of haemostatic activity. Functional characteristics of the haemostatic system in neonates and children are significantly different compared with adults; at the same time plasma levels of haemostatic proteins vary considerably with age. However, relating one to the other has been difficult, both due to significant inter-individual differences for individuals of similar age and the complexity of the biochemical reactions underlying haemostasis. Mathematical modelling has been very successful at representing the biochemistry of blood clotting. In this study we address the challenge of large inter-individual variability by parameterising the Hockin-Mann model with data from individual patients, across different age groups from neonates to adults. Calculating TGCs for each patient of a specific age group provides us with insight into the variability of haemostatic activity across that age group. From our model we observe that two commonly used metrics for haemostatic activity are significantly lower in neonates than in older patients. Because both metrics are strongly determined by prothrombin and prothrombin levels are considerably lower in neonates we conclude that decreased haemostatic activity in neonates is due to lower prothrombin availability. Nature Publishing Group UK 2019-03-08 /pmc/articles/PMC6408458/ /pubmed/30850652 http://dx.doi.org/10.1038/s41598-019-40435-7 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 Siekmann, Ivo Bjelosevic, Stefan Landman, Kerry Monagle, Paul Ignjatovic, Vera Crampin, Edmund J. Mathematical modelling indicates that lower activity of the haemostatic system in neonates is primarily due to lower prothrombin concentration |
title | Mathematical modelling indicates that lower activity of the haemostatic system in neonates is primarily due to lower prothrombin concentration |
title_full | Mathematical modelling indicates that lower activity of the haemostatic system in neonates is primarily due to lower prothrombin concentration |
title_fullStr | Mathematical modelling indicates that lower activity of the haemostatic system in neonates is primarily due to lower prothrombin concentration |
title_full_unstemmed | Mathematical modelling indicates that lower activity of the haemostatic system in neonates is primarily due to lower prothrombin concentration |
title_short | Mathematical modelling indicates that lower activity of the haemostatic system in neonates is primarily due to lower prothrombin concentration |
title_sort | mathematical modelling indicates that lower activity of the haemostatic system in neonates is primarily due to lower prothrombin concentration |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6408458/ https://www.ncbi.nlm.nih.gov/pubmed/30850652 http://dx.doi.org/10.1038/s41598-019-40435-7 |
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