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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Main Authors: Claudio Hidalgo-Cantabrana, Marco A. Moro-García, Aitor Blanco-Míguez, Florentino Fdez-Riverola, Anália Lourenço, Rebeca Alonso-Arias, Borja Sánchez
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-09-01
Series:Frontiers in Microbiology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fmicb.2017.01726/full
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spelling doaj-fd6fd15de9324aa7b25a07dfc3d55a142020-11-24T22:57:41ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2017-09-01810.3389/fmicb.2017.01726283719In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal BacteriaClaudio Hidalgo-Cantabrana0Claudio Hidalgo-Cantabrana1Marco A. Moro-García2Marco A. Moro-García3Aitor Blanco-Míguez4Aitor Blanco-Míguez5Aitor Blanco-Míguez6Florentino Fdez-Riverola7Florentino Fdez-Riverola8Anália Lourenço9Anália Lourenço10Anália Lourenço11Rebeca Alonso-Arias12Borja Sánchez13Department of Microbiology and Biochemistry of Dairy Products, Instituto de Productos Lácteos de Asturias, Consejo Superior de Investigaciones CientíficasVillaviciosa, SpainDepartment of Immunology, Hospital Universitario Central de AsturiasOviedo, SpainDepartment of Microbiology and Biochemistry of Dairy Products, Instituto de Productos Lácteos de Asturias, Consejo Superior de Investigaciones CientíficasVillaviciosa, SpainDepartment of Immunology, Hospital Universitario Central de AsturiasOviedo, SpainDepartment of Microbiology and Biochemistry of Dairy Products, Instituto de Productos Lácteos de Asturias, Consejo Superior de Investigaciones CientíficasVillaviciosa, SpainEscuela Superior de Ingeniería Informática – Department of Computer Science, University of VigoVigo, SpainCentro de Investigaciones Biomédicas, University of VigoVigo, SpainEscuela Superior de Ingeniería Informática – Department of Computer Science, University of VigoVigo, SpainCentro de Investigaciones Biomédicas, University of VigoVigo, SpainEscuela Superior de Ingeniería Informática – Department of Computer Science, University of VigoVigo, SpainCentro de Investigaciones Biomédicas, University of VigoVigo, SpainCentre of Biological Engineering, University of MinhoBraga, PortugalDepartment of Immunology, Hospital Universitario Central de AsturiasOviedo, SpainDepartment of Microbiology and Biochemistry of Dairy Products, Instituto de Productos Lácteos de Asturias, Consejo Superior de Investigaciones CientíficasVillaviciosa, SpainScientific 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.http://journal.frontiersin.org/article/10.3389/fmicb.2017.01726/fullbacterial peptidesTh17 responseCD4 cytokinesflow cytometrymicrobiomegut metaproteome
collection DOAJ
language English
format Article
sources DOAJ
author Claudio Hidalgo-Cantabrana
Claudio Hidalgo-Cantabrana
Marco A. Moro-García
Marco A. Moro-García
Aitor Blanco-Míguez
Aitor Blanco-Míguez
Aitor Blanco-Míguez
Florentino Fdez-Riverola
Florentino Fdez-Riverola
Anália Lourenço
Anália Lourenço
Anália Lourenço
Rebeca Alonso-Arias
Borja Sánchez
spellingShingle Claudio Hidalgo-Cantabrana
Claudio Hidalgo-Cantabrana
Marco A. Moro-García
Marco A. Moro-García
Aitor Blanco-Míguez
Aitor Blanco-Míguez
Aitor Blanco-Míguez
Florentino Fdez-Riverola
Florentino Fdez-Riverola
Anália Lourenço
Anália Lourenço
Anália Lourenço
Rebeca Alonso-Arias
Borja Sánchez
In Silico Screening of the Human Gut Metaproteome Identifies Th17-Promoting Peptides Encrypted in Proteins of Commensal Bacteria
Frontiers in Microbiology
bacterial peptides
Th17 response
CD4 cytokines
flow cytometry
microbiome
gut metaproteome
author_facet Claudio Hidalgo-Cantabrana
Claudio Hidalgo-Cantabrana
Marco A. Moro-García
Marco A. Moro-García
Aitor Blanco-Míguez
Aitor Blanco-Míguez
Aitor Blanco-Míguez
Florentino Fdez-Riverola
Florentino Fdez-Riverola
Anália Lourenço
Anália Lourenço
Anália Lourenço
Rebeca Alonso-Arias
Borja Sánchez
author_sort Claudio Hidalgo-Cantabrana
title 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_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_sort in silico screening of the human gut metaproteome identifies th17-promoting peptides encrypted in proteins of commensal bacteria
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2017-09-01
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.
topic bacterial peptides
Th17 response
CD4 cytokines
flow cytometry
microbiome
gut metaproteome
url http://journal.frontiersin.org/article/10.3389/fmicb.2017.01726/full
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