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Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis

BACKGROUND: Multiple sclerosis (MS) is a disease of central nervous system that causes the removal of fatty myelin sheath from axons of the brain and spinal cord. Autoimmunity plays an important role in this pathology outcome and body's own immune system attacks on the myelin sheath causing the...

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Autores principales: Pennisi, Marzio, Rajput, Abdul-Mateen, Toldo, Luca, Pappalardo, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3853330/
https://www.ncbi.nlm.nih.gov/pubmed/24564794
http://dx.doi.org/10.1186/1471-2105-14-S16-S9
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author Pennisi, Marzio
Rajput, Abdul-Mateen
Toldo, Luca
Pappalardo, Francesco
author_facet Pennisi, Marzio
Rajput, Abdul-Mateen
Toldo, Luca
Pappalardo, Francesco
author_sort Pennisi, Marzio
collection PubMed
description BACKGROUND: Multiple sclerosis (MS) is a disease of central nervous system that causes the removal of fatty myelin sheath from axons of the brain and spinal cord. Autoimmunity plays an important role in this pathology outcome and body's own immune system attacks on the myelin sheath causing the damage. The etiology of the disease is partially understood and the response to treatment cannot easily be predicted. RESULTS: We presented the results obtained using 8 genetically predisposed randomly chosen individuals reproducing both the absence and presence of malfunctions of the Teff-Treg cross-balancing mechanisms at a local level. For simulating the absence of a local malfunction we supposed that both Teff and Treg populations had similar maximum duplication rates. Results presented here suggest that presence of a genetic predisposition is not always a sufficient condition for developing the disease. Other conditions such as a breakdown of the mechanisms that regulate and allow peripheral tolerance should be involved. CONCLUSIONS: The presented model allows to capture the essential dynamics of relapsing-remitting MS despite its simplicity. It gave useful insights that support the hypothesis of a breakdown of Teff-Treg cross balancing mechanisms.
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spelling pubmed-38533302013-12-18 Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis Pennisi, Marzio Rajput, Abdul-Mateen Toldo, Luca Pappalardo, Francesco BMC Bioinformatics Research BACKGROUND: Multiple sclerosis (MS) is a disease of central nervous system that causes the removal of fatty myelin sheath from axons of the brain and spinal cord. Autoimmunity plays an important role in this pathology outcome and body's own immune system attacks on the myelin sheath causing the damage. The etiology of the disease is partially understood and the response to treatment cannot easily be predicted. RESULTS: We presented the results obtained using 8 genetically predisposed randomly chosen individuals reproducing both the absence and presence of malfunctions of the Teff-Treg cross-balancing mechanisms at a local level. For simulating the absence of a local malfunction we supposed that both Teff and Treg populations had similar maximum duplication rates. Results presented here suggest that presence of a genetic predisposition is not always a sufficient condition for developing the disease. Other conditions such as a breakdown of the mechanisms that regulate and allow peripheral tolerance should be involved. CONCLUSIONS: The presented model allows to capture the essential dynamics of relapsing-remitting MS despite its simplicity. It gave useful insights that support the hypothesis of a breakdown of Teff-Treg cross balancing mechanisms. BioMed Central 2013-10-22 /pmc/articles/PMC3853330/ /pubmed/24564794 http://dx.doi.org/10.1186/1471-2105-14-S16-S9 Text en Copyright © 2013 Pennisi et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Pennisi, Marzio
Rajput, Abdul-Mateen
Toldo, Luca
Pappalardo, Francesco
Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis
title Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis
title_full Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis
title_fullStr Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis
title_full_unstemmed Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis
title_short Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis
title_sort agent based modeling of treg-teff cross regulation in relapsing-remitting multiple sclerosis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3853330/
https://www.ncbi.nlm.nih.gov/pubmed/24564794
http://dx.doi.org/10.1186/1471-2105-14-S16-S9
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