Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Siekmann, Ivo, Bjelosevic, Stefan, Landman, Kerry, Monagle, Paul, Ignjatovic, Vera, Crampin, Edmund J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
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
_version_ 1783401760667205632
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
work_keys_str_mv AT siekmannivo mathematicalmodellingindicatesthatloweractivityofthehaemostaticsysteminneonatesisprimarilyduetolowerprothrombinconcentration
AT bjelosevicstefan mathematicalmodellingindicatesthatloweractivityofthehaemostaticsysteminneonatesisprimarilyduetolowerprothrombinconcentration
AT landmankerry mathematicalmodellingindicatesthatloweractivityofthehaemostaticsysteminneonatesisprimarilyduetolowerprothrombinconcentration
AT monaglepaul mathematicalmodellingindicatesthatloweractivityofthehaemostaticsysteminneonatesisprimarilyduetolowerprothrombinconcentration
AT ignjatovicvera mathematicalmodellingindicatesthatloweractivityofthehaemostaticsysteminneonatesisprimarilyduetolowerprothrombinconcentration
AT crampinedmundj mathematicalmodellingindicatesthatloweractivityofthehaemostaticsysteminneonatesisprimarilyduetolowerprothrombinconcentration