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A Viral-Human Interactome Based on Structural Motif-Domain Interactions Captures the Human Infectome

Protein interactions between a pathogen and its host are fundamental in the establishment of the pathogen and underline the infection mechanism. In the present work, we developed a single predictive model for building a host-viral interactome based on the identification of structural descriptors fro...

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Autores principales: Segura-Cabrera, Aldo, García-Pérez, Carlos A., Guo, Xianwu, Rodríguez-Pérez, Mario A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3738538/
https://www.ncbi.nlm.nih.gov/pubmed/23951184
http://dx.doi.org/10.1371/journal.pone.0071526
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author Segura-Cabrera, Aldo
García-Pérez, Carlos A.
Guo, Xianwu
Rodríguez-Pérez, Mario A.
author_facet Segura-Cabrera, Aldo
García-Pérez, Carlos A.
Guo, Xianwu
Rodríguez-Pérez, Mario A.
author_sort Segura-Cabrera, Aldo
collection PubMed
description Protein interactions between a pathogen and its host are fundamental in the establishment of the pathogen and underline the infection mechanism. In the present work, we developed a single predictive model for building a host-viral interactome based on the identification of structural descriptors from motif-domain interactions of protein complexes deposited in the Protein Data Bank (PDB). The structural descriptors were used for searching, in a database of protein sequences of human and five clinically important viruses; therefore, viral and human proteins sharing a descriptor were predicted as interacting proteins. The analysis of the host-viral interactome allowed to identify a set of new interactions that further explain molecular mechanism associated with viral infections and showed that it was able to capture human proteins already associated to viral infections (human infectome) and non-infectious diseases (human diseasome). The analysis of human proteins targeted by viral proteins in the context of a human interactome showed that their neighbors are enriched in proteins reported with differential expression under infection and disease conditions. It is expected that the findings of this work will contribute to the development of systems biology for infectious diseases, and help guide the rational identification and prioritization of novel drug targets.
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spelling pubmed-37385382013-08-15 A Viral-Human Interactome Based on Structural Motif-Domain Interactions Captures the Human Infectome Segura-Cabrera, Aldo García-Pérez, Carlos A. Guo, Xianwu Rodríguez-Pérez, Mario A. PLoS One Research Article Protein interactions between a pathogen and its host are fundamental in the establishment of the pathogen and underline the infection mechanism. In the present work, we developed a single predictive model for building a host-viral interactome based on the identification of structural descriptors from motif-domain interactions of protein complexes deposited in the Protein Data Bank (PDB). The structural descriptors were used for searching, in a database of protein sequences of human and five clinically important viruses; therefore, viral and human proteins sharing a descriptor were predicted as interacting proteins. The analysis of the host-viral interactome allowed to identify a set of new interactions that further explain molecular mechanism associated with viral infections and showed that it was able to capture human proteins already associated to viral infections (human infectome) and non-infectious diseases (human diseasome). The analysis of human proteins targeted by viral proteins in the context of a human interactome showed that their neighbors are enriched in proteins reported with differential expression under infection and disease conditions. It is expected that the findings of this work will contribute to the development of systems biology for infectious diseases, and help guide the rational identification and prioritization of novel drug targets. Public Library of Science 2013-08-08 /pmc/articles/PMC3738538/ /pubmed/23951184 http://dx.doi.org/10.1371/journal.pone.0071526 Text en © 2013 Segura-Cabrera 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
Segura-Cabrera, Aldo
García-Pérez, Carlos A.
Guo, Xianwu
Rodríguez-Pérez, Mario A.
A Viral-Human Interactome Based on Structural Motif-Domain Interactions Captures the Human Infectome
title A Viral-Human Interactome Based on Structural Motif-Domain Interactions Captures the Human Infectome
title_full A Viral-Human Interactome Based on Structural Motif-Domain Interactions Captures the Human Infectome
title_fullStr A Viral-Human Interactome Based on Structural Motif-Domain Interactions Captures the Human Infectome
title_full_unstemmed A Viral-Human Interactome Based on Structural Motif-Domain Interactions Captures the Human Infectome
title_short A Viral-Human Interactome Based on Structural Motif-Domain Interactions Captures the Human Infectome
title_sort viral-human interactome based on structural motif-domain interactions captures the human infectome
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3738538/
https://www.ncbi.nlm.nih.gov/pubmed/23951184
http://dx.doi.org/10.1371/journal.pone.0071526
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