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Identification of Th1/Th2 regulatory switch to promote healing response during leishmaniasis: a computational approach

Leishmania devices its survival strategy by suppressing the host’s immune functions. The antigen molecules produced by Leishmania interferes with the host’s cell signaling cascades and consequently changes the protein expression pattern of the antigen-presenting cell (APC). This creates an environme...

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Autores principales: Ganguli, Piyali, Chowdhury, Saikat, Chowdhury, Shomeek, Sarkar, Ram Rup
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4666900/
https://www.ncbi.nlm.nih.gov/pubmed/26660865
http://dx.doi.org/10.1186/s13637-015-0032-7
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author Ganguli, Piyali
Chowdhury, Saikat
Chowdhury, Shomeek
Sarkar, Ram Rup
author_facet Ganguli, Piyali
Chowdhury, Saikat
Chowdhury, Shomeek
Sarkar, Ram Rup
author_sort Ganguli, Piyali
collection PubMed
description Leishmania devices its survival strategy by suppressing the host’s immune functions. The antigen molecules produced by Leishmania interferes with the host’s cell signaling cascades and consequently changes the protein expression pattern of the antigen-presenting cell (APC). This creates an environment suitable for the switching of the T-cell responses from a healing Th1 response to a non-healing Th2 response that is favorable for the continued survival of the parasite inside the host APC. Using a reconstructed signaling network of the intracellular and intercellular reactions between a Leishmania infected APC and T-cell, we propose a computational model to predict the inhibitory effect of the Leishmania infected APC on the T-cell and to identify the regulators of this Th1-/Th2-switching behavior as observed during Leishmania infection. In this work, we hypothesize that a complete removal of the parasite could only be achieved with a simultaneous up-regulation of the healing Th1 response and stimulation of nitric oxide (NO) production from the APCs, and downregulation of the non-healing Th2 response and thereby propose several unique combinations of protein molecules that could elicit this anti-Leishmania immune response. Our results indicate that TLR3 may play a positive role in eliciting NO synthesis, while TLR2 may be responsible for inhibiting an anti-Leishmania immune response. Also, TLR3 overexpression (in the APC), when combined with SHP2 inhibition (in the T cell), produces an anti-Leishmania response that is better than the conventional IFN-gamma or IL12 treatment. A similar anti-Leishmania response is also obtained in another combination where TLR3 (in APC) is overexpressed, and SHC and MKP (of T cell) are inhibited and activated, respectively. Through our study, we also observe that Leishmania infection may induce an upregulation of IFN-beta production from the APC that may lead to an upregulation of the RAP1 and SOCS3 proteins inside the T cell, the potential inhibitors of MAPK and JAK-STAT signaling pathways, respectively, via the TYK2-mediated pathway. This study not only enhances our knowledge in understanding the Th1/Th2 regulatory switch to promote healing response during leishmaniasis but also helps to identify novel combinations of proteins as potential immunomodulators. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13637-015-0032-7) contains supplementary material, which is available to authorized users.
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spelling pubmed-46669002015-12-09 Identification of Th1/Th2 regulatory switch to promote healing response during leishmaniasis: a computational approach Ganguli, Piyali Chowdhury, Saikat Chowdhury, Shomeek Sarkar, Ram Rup EURASIP J Bioinform Syst Biol Research Leishmania devices its survival strategy by suppressing the host’s immune functions. The antigen molecules produced by Leishmania interferes with the host’s cell signaling cascades and consequently changes the protein expression pattern of the antigen-presenting cell (APC). This creates an environment suitable for the switching of the T-cell responses from a healing Th1 response to a non-healing Th2 response that is favorable for the continued survival of the parasite inside the host APC. Using a reconstructed signaling network of the intracellular and intercellular reactions between a Leishmania infected APC and T-cell, we propose a computational model to predict the inhibitory effect of the Leishmania infected APC on the T-cell and to identify the regulators of this Th1-/Th2-switching behavior as observed during Leishmania infection. In this work, we hypothesize that a complete removal of the parasite could only be achieved with a simultaneous up-regulation of the healing Th1 response and stimulation of nitric oxide (NO) production from the APCs, and downregulation of the non-healing Th2 response and thereby propose several unique combinations of protein molecules that could elicit this anti-Leishmania immune response. Our results indicate that TLR3 may play a positive role in eliciting NO synthesis, while TLR2 may be responsible for inhibiting an anti-Leishmania immune response. Also, TLR3 overexpression (in the APC), when combined with SHP2 inhibition (in the T cell), produces an anti-Leishmania response that is better than the conventional IFN-gamma or IL12 treatment. A similar anti-Leishmania response is also obtained in another combination where TLR3 (in APC) is overexpressed, and SHC and MKP (of T cell) are inhibited and activated, respectively. Through our study, we also observe that Leishmania infection may induce an upregulation of IFN-beta production from the APC that may lead to an upregulation of the RAP1 and SOCS3 proteins inside the T cell, the potential inhibitors of MAPK and JAK-STAT signaling pathways, respectively, via the TYK2-mediated pathway. This study not only enhances our knowledge in understanding the Th1/Th2 regulatory switch to promote healing response during leishmaniasis but also helps to identify novel combinations of proteins as potential immunomodulators. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13637-015-0032-7) contains supplementary material, which is available to authorized users. Springer International Publishing 2015-12-01 /pmc/articles/PMC4666900/ /pubmed/26660865 http://dx.doi.org/10.1186/s13637-015-0032-7 Text en © Ganguli et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
Ganguli, Piyali
Chowdhury, Saikat
Chowdhury, Shomeek
Sarkar, Ram Rup
Identification of Th1/Th2 regulatory switch to promote healing response during leishmaniasis: a computational approach
title Identification of Th1/Th2 regulatory switch to promote healing response during leishmaniasis: a computational approach
title_full Identification of Th1/Th2 regulatory switch to promote healing response during leishmaniasis: a computational approach
title_fullStr Identification of Th1/Th2 regulatory switch to promote healing response during leishmaniasis: a computational approach
title_full_unstemmed Identification of Th1/Th2 regulatory switch to promote healing response during leishmaniasis: a computational approach
title_short Identification of Th1/Th2 regulatory switch to promote healing response during leishmaniasis: a computational approach
title_sort identification of th1/th2 regulatory switch to promote healing response during leishmaniasis: a computational approach
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4666900/
https://www.ncbi.nlm.nih.gov/pubmed/26660865
http://dx.doi.org/10.1186/s13637-015-0032-7
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