Cargando…
In Silico Models for Dynamic Connected Cell Cultures Mimicking Hepatocyte-Endothelial Cell-Adipocyte Interaction Circle
The biochemistry of a system made up of three kinds of cell is virtually impossible to work out without the use of in silico models. Here, we deal with homeostatic balance phenomena from a metabolic point of view and we present a new computational model merging three single-cell models, already avai...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4266517/ https://www.ncbi.nlm.nih.gov/pubmed/25502576 http://dx.doi.org/10.1371/journal.pone.0111946 |
_version_ | 1782349024855064576 |
---|---|
author | Andreoni, Chiara Orsi, Gianni De Maria, Carmelo Montemurro, Francesca Vozzi, Giovanni |
author_facet | Andreoni, Chiara Orsi, Gianni De Maria, Carmelo Montemurro, Francesca Vozzi, Giovanni |
author_sort | Andreoni, Chiara |
collection | PubMed |
description | The biochemistry of a system made up of three kinds of cell is virtually impossible to work out without the use of in silico models. Here, we deal with homeostatic balance phenomena from a metabolic point of view and we present a new computational model merging three single-cell models, already available from our research group: the first model reproduced the metabolic behaviour of a hepatocyte, the second one represented an endothelial cell, and the third one described an adipocyte. Multiple interconnections were created among these three models in order to mimic the main physiological interactions that are known for the examined cell phenotypes. The ultimate aim was to recreate the accomplishment of the homeostatic balance as it was observed for an in vitro connected three-culture system concerning glucose and lipid metabolism in the presence of the medium flow. The whole model was based on a modular approach and on a set of nonlinear differential equations implemented in Simulink, applying Michaelis-Menten kinetic laws and some energy balance considerations to the studied metabolic pathways. Our in silico model was then validated against experimental datasets coming from literature about the cited in vitro model. The agreement between simulated and experimental results was good and the behaviour of the connected culture system was reproduced through an adequate parameter evaluation. The developed model may help other researchers to investigate further about integrated metabolism and the regulation mechanisms underlying the physiological homeostasis. |
format | Online Article Text |
id | pubmed-4266517 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-42665172014-12-26 In Silico Models for Dynamic Connected Cell Cultures Mimicking Hepatocyte-Endothelial Cell-Adipocyte Interaction Circle Andreoni, Chiara Orsi, Gianni De Maria, Carmelo Montemurro, Francesca Vozzi, Giovanni PLoS One Research Article The biochemistry of a system made up of three kinds of cell is virtually impossible to work out without the use of in silico models. Here, we deal with homeostatic balance phenomena from a metabolic point of view and we present a new computational model merging three single-cell models, already available from our research group: the first model reproduced the metabolic behaviour of a hepatocyte, the second one represented an endothelial cell, and the third one described an adipocyte. Multiple interconnections were created among these three models in order to mimic the main physiological interactions that are known for the examined cell phenotypes. The ultimate aim was to recreate the accomplishment of the homeostatic balance as it was observed for an in vitro connected three-culture system concerning glucose and lipid metabolism in the presence of the medium flow. The whole model was based on a modular approach and on a set of nonlinear differential equations implemented in Simulink, applying Michaelis-Menten kinetic laws and some energy balance considerations to the studied metabolic pathways. Our in silico model was then validated against experimental datasets coming from literature about the cited in vitro model. The agreement between simulated and experimental results was good and the behaviour of the connected culture system was reproduced through an adequate parameter evaluation. The developed model may help other researchers to investigate further about integrated metabolism and the regulation mechanisms underlying the physiological homeostasis. Public Library of Science 2014-12-15 /pmc/articles/PMC4266517/ /pubmed/25502576 http://dx.doi.org/10.1371/journal.pone.0111946 Text en © 2014 Andreoni et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Andreoni, Chiara Orsi, Gianni De Maria, Carmelo Montemurro, Francesca Vozzi, Giovanni In Silico Models for Dynamic Connected Cell Cultures Mimicking Hepatocyte-Endothelial Cell-Adipocyte Interaction Circle |
title |
In Silico Models for Dynamic Connected Cell Cultures Mimicking Hepatocyte-Endothelial Cell-Adipocyte Interaction Circle |
title_full |
In Silico Models for Dynamic Connected Cell Cultures Mimicking Hepatocyte-Endothelial Cell-Adipocyte Interaction Circle |
title_fullStr |
In Silico Models for Dynamic Connected Cell Cultures Mimicking Hepatocyte-Endothelial Cell-Adipocyte Interaction Circle |
title_full_unstemmed |
In Silico Models for Dynamic Connected Cell Cultures Mimicking Hepatocyte-Endothelial Cell-Adipocyte Interaction Circle |
title_short |
In Silico Models for Dynamic Connected Cell Cultures Mimicking Hepatocyte-Endothelial Cell-Adipocyte Interaction Circle |
title_sort | in silico models for dynamic connected cell cultures mimicking hepatocyte-endothelial cell-adipocyte interaction circle |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4266517/ https://www.ncbi.nlm.nih.gov/pubmed/25502576 http://dx.doi.org/10.1371/journal.pone.0111946 |
work_keys_str_mv | AT andreonichiara insilicomodelsfordynamicconnectedcellculturesmimickinghepatocyteendothelialcelladipocyteinteractioncircle AT orsigianni insilicomodelsfordynamicconnectedcellculturesmimickinghepatocyteendothelialcelladipocyteinteractioncircle AT demariacarmelo insilicomodelsfordynamicconnectedcellculturesmimickinghepatocyteendothelialcelladipocyteinteractioncircle AT montemurrofrancesca insilicomodelsfordynamicconnectedcellculturesmimickinghepatocyteendothelialcelladipocyteinteractioncircle AT vozzigiovanni insilicomodelsfordynamicconnectedcellculturesmimickinghepatocyteendothelialcelladipocyteinteractioncircle |