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Predicting and Analyzing Interactions between Mycobacterium tuberculosis and Its Human Host

The outcome of infection by Mycobacterium tuberculosis (Mtb) depends greatly on how the host responds to the bacteria and how the bacteria manipulates the host, which is facilitated by protein–protein interactions. Thus, to understand this process, there is a need for elucidating protein interaction...

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Autores principales: Rapanoel, Holifidy A., Mazandu, Gaston K., Mulder, Nicola J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3699628/
https://www.ncbi.nlm.nih.gov/pubmed/23844013
http://dx.doi.org/10.1371/journal.pone.0067472
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author Rapanoel, Holifidy A.
Mazandu, Gaston K.
Mulder, Nicola J.
author_facet Rapanoel, Holifidy A.
Mazandu, Gaston K.
Mulder, Nicola J.
author_sort Rapanoel, Holifidy A.
collection PubMed
description The outcome of infection by Mycobacterium tuberculosis (Mtb) depends greatly on how the host responds to the bacteria and how the bacteria manipulates the host, which is facilitated by protein–protein interactions. Thus, to understand this process, there is a need for elucidating protein interactions between human and Mtb, which may enable us to characterize specific molecular mechanisms allowing the bacteria to persist and survive under different environmental conditions. In this work, we used the interologs method based on experimentally verified intra-species and inter-species interactions to predict human-Mtb functional interactions. These interactions were further filtered using known human-Mtb interactions and genes that are differentially expressed during infection, producing 190 interactions. Further analysis of the subcellular location of proteins involved in these human-Mtb interactions confirms feasibility of these interactions. We also conducted functional analysis of human and Mtb proteins involved in these interactions, checking whether these proteins play a role in infection and/or disease, and enriching Mtb proteins in a previously predicted list of drug targets. We found that the biological processes of the human interacting proteins suggested their involvement in apoptosis and production of nitric oxide, whereas those of the Mtb interacting proteins were relevant to the intracellular environment of Mtb in the host. Mapping these proteins onto KEGG pathways highlighted proteins belonging to the tuberculosis pathway and also suggested that Mtb proteins might use the host to acquire nutrients, which is in agreement with the intracellular lifestyle of Mtb. This indicates that these interactions can shed light on the interplay between Mtb and its human host and thus, contribute to the process of designing novel drugs with new biological mechanisms of action.
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spelling pubmed-36996282013-07-10 Predicting and Analyzing Interactions between Mycobacterium tuberculosis and Its Human Host Rapanoel, Holifidy A. Mazandu, Gaston K. Mulder, Nicola J. PLoS One Research Article The outcome of infection by Mycobacterium tuberculosis (Mtb) depends greatly on how the host responds to the bacteria and how the bacteria manipulates the host, which is facilitated by protein–protein interactions. Thus, to understand this process, there is a need for elucidating protein interactions between human and Mtb, which may enable us to characterize specific molecular mechanisms allowing the bacteria to persist and survive under different environmental conditions. In this work, we used the interologs method based on experimentally verified intra-species and inter-species interactions to predict human-Mtb functional interactions. These interactions were further filtered using known human-Mtb interactions and genes that are differentially expressed during infection, producing 190 interactions. Further analysis of the subcellular location of proteins involved in these human-Mtb interactions confirms feasibility of these interactions. We also conducted functional analysis of human and Mtb proteins involved in these interactions, checking whether these proteins play a role in infection and/or disease, and enriching Mtb proteins in a previously predicted list of drug targets. We found that the biological processes of the human interacting proteins suggested their involvement in apoptosis and production of nitric oxide, whereas those of the Mtb interacting proteins were relevant to the intracellular environment of Mtb in the host. Mapping these proteins onto KEGG pathways highlighted proteins belonging to the tuberculosis pathway and also suggested that Mtb proteins might use the host to acquire nutrients, which is in agreement with the intracellular lifestyle of Mtb. This indicates that these interactions can shed light on the interplay between Mtb and its human host and thus, contribute to the process of designing novel drugs with new biological mechanisms of action. Public Library of Science 2013-07-02 /pmc/articles/PMC3699628/ /pubmed/23844013 http://dx.doi.org/10.1371/journal.pone.0067472 Text en © 2013 Rapanoel et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Rapanoel, Holifidy A.
Mazandu, Gaston K.
Mulder, Nicola J.
Predicting and Analyzing Interactions between Mycobacterium tuberculosis and Its Human Host
title Predicting and Analyzing Interactions between Mycobacterium tuberculosis and Its Human Host
title_full Predicting and Analyzing Interactions between Mycobacterium tuberculosis and Its Human Host
title_fullStr Predicting and Analyzing Interactions between Mycobacterium tuberculosis and Its Human Host
title_full_unstemmed Predicting and Analyzing Interactions between Mycobacterium tuberculosis and Its Human Host
title_short Predicting and Analyzing Interactions between Mycobacterium tuberculosis and Its Human Host
title_sort predicting and analyzing interactions between mycobacterium tuberculosis and its human host
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3699628/
https://www.ncbi.nlm.nih.gov/pubmed/23844013
http://dx.doi.org/10.1371/journal.pone.0067472
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