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Game theory applications in host-microbe interactions toward disease manifestation: Mycobacterium tuberculosis infection as an example

OBJECTIVE(S): Game theory describes the interactions between two players and the pay-off from winning, losing, or compromising. In the present study, Mycobacterium tuberculosis (Mtb)–host interactions were used as an example for the application of game theory to describe and predict the different ou...

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Autores principales: Sharebiani, Hiva, Hajimiri, Sara, Abbasnia, Shadi, Soleimanpour, Saman, Hashem Asnaashari, Amir Mohamad, Valizadeh, Narges, Derakhshan, Mohammad, Pilpa, Rezvan, Firouzeh, Arezoo, Ghazvini, Kiarash, Amel Jamehdar, Saeed, Rezaee, Seyed Abdolrahim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Mashhad University of Medical Sciences 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8769512/
https://www.ncbi.nlm.nih.gov/pubmed/35096290
http://dx.doi.org/10.22038/IJBMS.2021.55471.12410
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author Sharebiani, Hiva
Hajimiri, Sara
Abbasnia, Shadi
Soleimanpour, Saman
Hashem Asnaashari, Amir Mohamad
Valizadeh, Narges
Derakhshan, Mohammad
Pilpa, Rezvan
Firouzeh, Arezoo
Ghazvini, Kiarash
Amel Jamehdar, Saeed
Rezaee, Seyed Abdolrahim
author_facet Sharebiani, Hiva
Hajimiri, Sara
Abbasnia, Shadi
Soleimanpour, Saman
Hashem Asnaashari, Amir Mohamad
Valizadeh, Narges
Derakhshan, Mohammad
Pilpa, Rezvan
Firouzeh, Arezoo
Ghazvini, Kiarash
Amel Jamehdar, Saeed
Rezaee, Seyed Abdolrahim
author_sort Sharebiani, Hiva
collection PubMed
description OBJECTIVE(S): Game theory describes the interactions between two players and the pay-off from winning, losing, or compromising. In the present study, Mycobacterium tuberculosis (Mtb)–host interactions were used as an example for the application of game theory to describe and predict the different outcomes of Mtb-infection and introducing target molecules for use in protection or therapy. MATERIALS AND METHODS: The gene expression for eight main markers (CCR1, CCR2, IDO, Tbet, TGFβ, iNOS, MMP3, MMP9) of host response and three Mtb virulence factors (Ag85B, CFP-10, ESAT-6) were assessed in broncho-alveolar lavage of TB(+) and TB(-) patients. RESULTS: The players’ strategies in the “Nash equilibrium”, showed that Ag85B is the main virulence factor for Mtb in active phase, and also the most immunogenic factor, if the host can respond by high expression of T-bet and iNOS toward a Th1 response. In this situation, Mtb can express high levels of ESAT-6 and CFP10 and change the game to the latency, in which host responses by medium expression of T-bet and iNOS and medium level of TGF-β and IDO. Consistently, the IDO expression was 134-times higher in TB(+)s than the TB(-)s,and the T-bet expression,~200-times higher in the TB(-)s than the TB(+)s. Furthermore, Mtb-Ag85B had a strong positive association with CCR2, T-bet and iNOS, but had a negative correlation with IDO. CONCLUSION: Ag85B and maybe ESAT6 (without its suppressive C-terminal) should be considered for making subunit vaccines. And, preventing IDO formation in dendritic cells might be a novel target for immunotherapy of tuberculosis, to reduce the pressure of immune-suppression on Th1 responses.
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spelling pubmed-87695122022-01-28 Game theory applications in host-microbe interactions toward disease manifestation: Mycobacterium tuberculosis infection as an example Sharebiani, Hiva Hajimiri, Sara Abbasnia, Shadi Soleimanpour, Saman Hashem Asnaashari, Amir Mohamad Valizadeh, Narges Derakhshan, Mohammad Pilpa, Rezvan Firouzeh, Arezoo Ghazvini, Kiarash Amel Jamehdar, Saeed Rezaee, Seyed Abdolrahim Iran J Basic Med Sci Original Article OBJECTIVE(S): Game theory describes the interactions between two players and the pay-off from winning, losing, or compromising. In the present study, Mycobacterium tuberculosis (Mtb)–host interactions were used as an example for the application of game theory to describe and predict the different outcomes of Mtb-infection and introducing target molecules for use in protection or therapy. MATERIALS AND METHODS: The gene expression for eight main markers (CCR1, CCR2, IDO, Tbet, TGFβ, iNOS, MMP3, MMP9) of host response and three Mtb virulence factors (Ag85B, CFP-10, ESAT-6) were assessed in broncho-alveolar lavage of TB(+) and TB(-) patients. RESULTS: The players’ strategies in the “Nash equilibrium”, showed that Ag85B is the main virulence factor for Mtb in active phase, and also the most immunogenic factor, if the host can respond by high expression of T-bet and iNOS toward a Th1 response. In this situation, Mtb can express high levels of ESAT-6 and CFP10 and change the game to the latency, in which host responses by medium expression of T-bet and iNOS and medium level of TGF-β and IDO. Consistently, the IDO expression was 134-times higher in TB(+)s than the TB(-)s,and the T-bet expression,~200-times higher in the TB(-)s than the TB(+)s. Furthermore, Mtb-Ag85B had a strong positive association with CCR2, T-bet and iNOS, but had a negative correlation with IDO. CONCLUSION: Ag85B and maybe ESAT6 (without its suppressive C-terminal) should be considered for making subunit vaccines. And, preventing IDO formation in dendritic cells might be a novel target for immunotherapy of tuberculosis, to reduce the pressure of immune-suppression on Th1 responses. Mashhad University of Medical Sciences 2021-10 /pmc/articles/PMC8769512/ /pubmed/35096290 http://dx.doi.org/10.22038/IJBMS.2021.55471.12410 Text en https://creativecommons.org/licenses/by/3.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License, (http://creativecommons.org/licenses/by/3.0/ (https://creativecommons.org/licenses/by/3.0/) ) which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Sharebiani, Hiva
Hajimiri, Sara
Abbasnia, Shadi
Soleimanpour, Saman
Hashem Asnaashari, Amir Mohamad
Valizadeh, Narges
Derakhshan, Mohammad
Pilpa, Rezvan
Firouzeh, Arezoo
Ghazvini, Kiarash
Amel Jamehdar, Saeed
Rezaee, Seyed Abdolrahim
Game theory applications in host-microbe interactions toward disease manifestation: Mycobacterium tuberculosis infection as an example
title Game theory applications in host-microbe interactions toward disease manifestation: Mycobacterium tuberculosis infection as an example
title_full Game theory applications in host-microbe interactions toward disease manifestation: Mycobacterium tuberculosis infection as an example
title_fullStr Game theory applications in host-microbe interactions toward disease manifestation: Mycobacterium tuberculosis infection as an example
title_full_unstemmed Game theory applications in host-microbe interactions toward disease manifestation: Mycobacterium tuberculosis infection as an example
title_short Game theory applications in host-microbe interactions toward disease manifestation: Mycobacterium tuberculosis infection as an example
title_sort game theory applications in host-microbe interactions toward disease manifestation: mycobacterium tuberculosis infection as an example
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8769512/
https://www.ncbi.nlm.nih.gov/pubmed/35096290
http://dx.doi.org/10.22038/IJBMS.2021.55471.12410
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