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In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal Bacteria

Scientific studies focused on the role of the human microbiome over human health have generated billions of gigabits of genetic information during the last decade. Nowadays integration of all this information in public databases and development of pipelines allowing us to biotechnologically exploit...

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Autores principales: Hidalgo-Cantabrana, Claudio, Moro-García, Marco A., Blanco-Míguez, Aitor, Fdez-Riverola, Florentino, Lourenço, Anália, Alonso-Arias, Rebeca, Sánchez, Borja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5596104/
https://www.ncbi.nlm.nih.gov/pubmed/28943872
http://dx.doi.org/10.3389/fmicb.2017.01726
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author Hidalgo-Cantabrana, Claudio
Moro-García, Marco A.
Blanco-Míguez, Aitor
Fdez-Riverola, Florentino
Lourenço, Anália
Alonso-Arias, Rebeca
Sánchez, Borja
author_facet Hidalgo-Cantabrana, Claudio
Moro-García, Marco A.
Blanco-Míguez, Aitor
Fdez-Riverola, Florentino
Lourenço, Anália
Alonso-Arias, Rebeca
Sánchez, Borja
author_sort Hidalgo-Cantabrana, Claudio
collection PubMed
description Scientific studies focused on the role of the human microbiome over human health have generated billions of gigabits of genetic information during the last decade. Nowadays integration of all this information in public databases and development of pipelines allowing us to biotechnologically exploit this information are urgently needed. Prediction of the potential bioactivity of the products encoded by the human gut microbiome, or metaproteome, is the first step for identifying proteins responsible for the molecular interaction between microorganisms and the immune system. We have recently published the Mechanism of Action of the Human Microbiome (MAHMI) database (http://www.mahmi.org), conceived as a resource compiling peptide sequences with a potential immunomodulatory activity. Fifteen out of the 300 hundred million peptides contained in the MAHMI database were synthesized. These peptides were identified as being encrypted in proteins produced by gut microbiota members, they do not contain cleavage points for the major intestinal endoproteases and displayed high probability to have immunomodulatory bioactivity. The bacterial peptides FR-16 and LR-17 encrypted in proteins from Bifidobacterium longum DJ010A and Bifidobacterium fragilis YCH46 respectively, showed the higher immune modulation capability over human peripheral blood mononuclear cells. Both peptides modulated the immune response toward increases in the Th17 and decreases in the Th1 cell response, together with an induction of IL-22 production. These results strongly suggest the combined use of bioinformatics and in vitro tools as a first stage in the screening of bioactive peptides encrypted in the human gut metaproteome.
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spelling pubmed-55961042017-09-22 In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal Bacteria Hidalgo-Cantabrana, Claudio Moro-García, Marco A. Blanco-Míguez, Aitor Fdez-Riverola, Florentino Lourenço, Anália Alonso-Arias, Rebeca Sánchez, Borja Front Microbiol Microbiology Scientific studies focused on the role of the human microbiome over human health have generated billions of gigabits of genetic information during the last decade. Nowadays integration of all this information in public databases and development of pipelines allowing us to biotechnologically exploit this information are urgently needed. Prediction of the potential bioactivity of the products encoded by the human gut microbiome, or metaproteome, is the first step for identifying proteins responsible for the molecular interaction between microorganisms and the immune system. We have recently published the Mechanism of Action of the Human Microbiome (MAHMI) database (http://www.mahmi.org), conceived as a resource compiling peptide sequences with a potential immunomodulatory activity. Fifteen out of the 300 hundred million peptides contained in the MAHMI database were synthesized. These peptides were identified as being encrypted in proteins produced by gut microbiota members, they do not contain cleavage points for the major intestinal endoproteases and displayed high probability to have immunomodulatory bioactivity. The bacterial peptides FR-16 and LR-17 encrypted in proteins from Bifidobacterium longum DJ010A and Bifidobacterium fragilis YCH46 respectively, showed the higher immune modulation capability over human peripheral blood mononuclear cells. Both peptides modulated the immune response toward increases in the Th17 and decreases in the Th1 cell response, together with an induction of IL-22 production. These results strongly suggest the combined use of bioinformatics and in vitro tools as a first stage in the screening of bioactive peptides encrypted in the human gut metaproteome. Frontiers Media S.A. 2017-09-08 /pmc/articles/PMC5596104/ /pubmed/28943872 http://dx.doi.org/10.3389/fmicb.2017.01726 Text en Copyright © 2017 Hidalgo-Cantabrana, Moro-García, Blanco-Míguez, Fdez-Riverola, Lourenço, Alonso-Arias and Sánchez. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Hidalgo-Cantabrana, Claudio
Moro-García, Marco A.
Blanco-Míguez, Aitor
Fdez-Riverola, Florentino
Lourenço, Anália
Alonso-Arias, Rebeca
Sánchez, Borja
In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal Bacteria
title In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal Bacteria
title_full In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal Bacteria
title_fullStr In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal Bacteria
title_full_unstemmed In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal Bacteria
title_short In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal Bacteria
title_sort in silico screening of the human gut metaproteome identifies th17-promoting peptides encrypted in proteins of commensal bacteria
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5596104/
https://www.ncbi.nlm.nih.gov/pubmed/28943872
http://dx.doi.org/10.3389/fmicb.2017.01726
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