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Queueing theory model of mTOR complexes’ impact on Akt-mediated adipocytes response to insulin
A queueing theory based model of mTOR complexes impact on Akt-mediated cell response to insulin is presented in this paper. The model includes several aspects including the effect of insulin on the transport of glucose from the blood into the adipocytes with the participation of GLUT4, and the role...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794039/ https://www.ncbi.nlm.nih.gov/pubmed/36574435 http://dx.doi.org/10.1371/journal.pone.0279573 |
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author | Kloska, Sylwester M. Pałczyński, Krzysztof Marciniak, Tomasz Talaśka, Tomasz Miller, Marissa Wysocki, Beata J. Davis, Paul H. Soliman, Ghada A. Wysocki, Tadeusz A. |
author_facet | Kloska, Sylwester M. Pałczyński, Krzysztof Marciniak, Tomasz Talaśka, Tomasz Miller, Marissa Wysocki, Beata J. Davis, Paul H. Soliman, Ghada A. Wysocki, Tadeusz A. |
author_sort | Kloska, Sylwester M. |
collection | PubMed |
description | A queueing theory based model of mTOR complexes impact on Akt-mediated cell response to insulin is presented in this paper. The model includes several aspects including the effect of insulin on the transport of glucose from the blood into the adipocytes with the participation of GLUT4, and the role of the GAPDH enzyme as a regulator of mTORC1 activity. A genetic algorithm was used to optimize the model parameters. It can be observed that mTORC1 activity is related to the amount of GLUT4 involved in glucose transport. The results show the relationship between the amount of GAPDH in the cell and mTORC1 activity. Moreover, obtained results suggest that mTORC1 inhibitors may be an effective agent in the fight against type 2 diabetes. However, these results are based on theoretical knowledge and appropriate experimental tests should be performed before making firm conclusions. |
format | Online Article Text |
id | pubmed-9794039 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-97940392022-12-28 Queueing theory model of mTOR complexes’ impact on Akt-mediated adipocytes response to insulin Kloska, Sylwester M. Pałczyński, Krzysztof Marciniak, Tomasz Talaśka, Tomasz Miller, Marissa Wysocki, Beata J. Davis, Paul H. Soliman, Ghada A. Wysocki, Tadeusz A. PLoS One Research Article A queueing theory based model of mTOR complexes impact on Akt-mediated cell response to insulin is presented in this paper. The model includes several aspects including the effect of insulin on the transport of glucose from the blood into the adipocytes with the participation of GLUT4, and the role of the GAPDH enzyme as a regulator of mTORC1 activity. A genetic algorithm was used to optimize the model parameters. It can be observed that mTORC1 activity is related to the amount of GLUT4 involved in glucose transport. The results show the relationship between the amount of GAPDH in the cell and mTORC1 activity. Moreover, obtained results suggest that mTORC1 inhibitors may be an effective agent in the fight against type 2 diabetes. However, these results are based on theoretical knowledge and appropriate experimental tests should be performed before making firm conclusions. Public Library of Science 2022-12-27 /pmc/articles/PMC9794039/ /pubmed/36574435 http://dx.doi.org/10.1371/journal.pone.0279573 Text en © 2022 Kloska et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kloska, Sylwester M. Pałczyński, Krzysztof Marciniak, Tomasz Talaśka, Tomasz Miller, Marissa Wysocki, Beata J. Davis, Paul H. Soliman, Ghada A. Wysocki, Tadeusz A. Queueing theory model of mTOR complexes’ impact on Akt-mediated adipocytes response to insulin |
title | Queueing theory model of mTOR complexes’ impact on Akt-mediated adipocytes response to insulin |
title_full | Queueing theory model of mTOR complexes’ impact on Akt-mediated adipocytes response to insulin |
title_fullStr | Queueing theory model of mTOR complexes’ impact on Akt-mediated adipocytes response to insulin |
title_full_unstemmed | Queueing theory model of mTOR complexes’ impact on Akt-mediated adipocytes response to insulin |
title_short | Queueing theory model of mTOR complexes’ impact on Akt-mediated adipocytes response to insulin |
title_sort | queueing theory model of mtor complexes’ impact on akt-mediated adipocytes response to insulin |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794039/ https://www.ncbi.nlm.nih.gov/pubmed/36574435 http://dx.doi.org/10.1371/journal.pone.0279573 |
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