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An Agent-based Model for Investigating the Effect of Myeloid-Derived Suppressor Cells and its Depletion on Tumor Immune Surveillance

BACKGROUND: To predict the behavior of biological systems, mathematical models of biological systems have been shown to be useful. In particular, mathematical models of tumor-immune system interactions have demonstrated promising results in prediction of different behaviors of tumor against the immu...

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Autores principales: Allahverdy, Armin, Moghaddam, Alireza Khorrami, Rahbar, Sarah, Shafiekhani, Sadjad, Mirzaie, Hamid Reza, Amanpour, Saeid, Etemadi, Yasaman, Hadjati, Jamshid, Jafari, Amir Homayoun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6419563/
https://www.ncbi.nlm.nih.gov/pubmed/30967986
http://dx.doi.org/10.4103/jmss.JMSS_33_18
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author Allahverdy, Armin
Moghaddam, Alireza Khorrami
Rahbar, Sarah
Shafiekhani, Sadjad
Mirzaie, Hamid Reza
Amanpour, Saeid
Etemadi, Yasaman
Hadjati, Jamshid
Jafari, Amir Homayoun
author_facet Allahverdy, Armin
Moghaddam, Alireza Khorrami
Rahbar, Sarah
Shafiekhani, Sadjad
Mirzaie, Hamid Reza
Amanpour, Saeid
Etemadi, Yasaman
Hadjati, Jamshid
Jafari, Amir Homayoun
author_sort Allahverdy, Armin
collection PubMed
description BACKGROUND: To predict the behavior of biological systems, mathematical models of biological systems have been shown to be useful. In particular, mathematical models of tumor-immune system interactions have demonstrated promising results in prediction of different behaviors of tumor against the immune system. METHODS: This study aimed at the introduction of a new model of tumor-immune system interaction, which includes tumor and immune cells as well as myeloid-derived suppressor cells (MDSCs). MDSCs are immune suppressor cells that help the tumor cells to escape the immune system. The structure of this model is agent-based which makes possible to investigate each component as a separate agent. Moreover, in this model, the effect of low dose 5-fluorouracil (5-FU) on MDSCs depletion was considered. RESULTS: Based on the findings of this study, MDSCs had suppressive effect on increment of immune cell number which consequently result in tumor cells escape the immune cells. It has also been demonstrated that low-dose 5-FU could help immune system eliminate the tumor cells through MDSCs depletion. CONCLUSION: Using this new agent-based model, multiple injection of low-dose 5-FU could eliminate MDSCs and therefore might have the potential to be considered in treatment of cancers.
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spelling pubmed-64195632019-04-09 An Agent-based Model for Investigating the Effect of Myeloid-Derived Suppressor Cells and its Depletion on Tumor Immune Surveillance Allahverdy, Armin Moghaddam, Alireza Khorrami Rahbar, Sarah Shafiekhani, Sadjad Mirzaie, Hamid Reza Amanpour, Saeid Etemadi, Yasaman Hadjati, Jamshid Jafari, Amir Homayoun J Med Signals Sens Original Article BACKGROUND: To predict the behavior of biological systems, mathematical models of biological systems have been shown to be useful. In particular, mathematical models of tumor-immune system interactions have demonstrated promising results in prediction of different behaviors of tumor against the immune system. METHODS: This study aimed at the introduction of a new model of tumor-immune system interaction, which includes tumor and immune cells as well as myeloid-derived suppressor cells (MDSCs). MDSCs are immune suppressor cells that help the tumor cells to escape the immune system. The structure of this model is agent-based which makes possible to investigate each component as a separate agent. Moreover, in this model, the effect of low dose 5-fluorouracil (5-FU) on MDSCs depletion was considered. RESULTS: Based on the findings of this study, MDSCs had suppressive effect on increment of immune cell number which consequently result in tumor cells escape the immune cells. It has also been demonstrated that low-dose 5-FU could help immune system eliminate the tumor cells through MDSCs depletion. CONCLUSION: Using this new agent-based model, multiple injection of low-dose 5-FU could eliminate MDSCs and therefore might have the potential to be considered in treatment of cancers. Medknow Publications & Media Pvt Ltd 2019 /pmc/articles/PMC6419563/ /pubmed/30967986 http://dx.doi.org/10.4103/jmss.JMSS_33_18 Text en Copyright: © 2019 Journal of Medical Signals & Sensors http://creativecommons.org/licenses/by-nc-sa/4.0 This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Original Article
Allahverdy, Armin
Moghaddam, Alireza Khorrami
Rahbar, Sarah
Shafiekhani, Sadjad
Mirzaie, Hamid Reza
Amanpour, Saeid
Etemadi, Yasaman
Hadjati, Jamshid
Jafari, Amir Homayoun
An Agent-based Model for Investigating the Effect of Myeloid-Derived Suppressor Cells and its Depletion on Tumor Immune Surveillance
title An Agent-based Model for Investigating the Effect of Myeloid-Derived Suppressor Cells and its Depletion on Tumor Immune Surveillance
title_full An Agent-based Model for Investigating the Effect of Myeloid-Derived Suppressor Cells and its Depletion on Tumor Immune Surveillance
title_fullStr An Agent-based Model for Investigating the Effect of Myeloid-Derived Suppressor Cells and its Depletion on Tumor Immune Surveillance
title_full_unstemmed An Agent-based Model for Investigating the Effect of Myeloid-Derived Suppressor Cells and its Depletion on Tumor Immune Surveillance
title_short An Agent-based Model for Investigating the Effect of Myeloid-Derived Suppressor Cells and its Depletion on Tumor Immune Surveillance
title_sort agent-based model for investigating the effect of myeloid-derived suppressor cells and its depletion on tumor immune surveillance
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6419563/
https://www.ncbi.nlm.nih.gov/pubmed/30967986
http://dx.doi.org/10.4103/jmss.JMSS_33_18
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