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Identification of new regulatory genes through expression pattern analysis of a global RNA-seq dataset from a Helicobacter pylori co-culture system

Helicobacter pylori is a gram-negative bacterium that persistently colonizes the human stomach by inducing immunoregulatory responses. We have used a novel platform that integrates a bone marrow-derived macrophage and live H. pylori co-culture with global time-course transcriptomics analysis to iden...

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Autores principales: Tubau-Juni, Nuria, Bassaganya-Riera, Josep, Leber, Andrew, Zoccoli-Rodriguez, Victoria, Kronsteiner, Barbara, Viladomiu, Monica, Abedi, Vida, Philipson, Casandra W., Hontecillas, Raquel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7359330/
https://www.ncbi.nlm.nih.gov/pubmed/32661418
http://dx.doi.org/10.1038/s41598-020-68439-8
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author Tubau-Juni, Nuria
Bassaganya-Riera, Josep
Leber, Andrew
Zoccoli-Rodriguez, Victoria
Kronsteiner, Barbara
Viladomiu, Monica
Abedi, Vida
Philipson, Casandra W.
Hontecillas, Raquel
author_facet Tubau-Juni, Nuria
Bassaganya-Riera, Josep
Leber, Andrew
Zoccoli-Rodriguez, Victoria
Kronsteiner, Barbara
Viladomiu, Monica
Abedi, Vida
Philipson, Casandra W.
Hontecillas, Raquel
author_sort Tubau-Juni, Nuria
collection PubMed
description Helicobacter pylori is a gram-negative bacterium that persistently colonizes the human stomach by inducing immunoregulatory responses. We have used a novel platform that integrates a bone marrow-derived macrophage and live H. pylori co-culture with global time-course transcriptomics analysis to identify new regulatory genes based on expression patterns resembling those of genes with known regulatory function. We have used filtering criteria based on cellular location and novelty parameters to select 5 top lead candidate targets. Of these, Plexin domain containing 2 (Plxdc2) was selected as the top lead immunoregulatory target. Loss of function studies with in vivo models of H. pylori infection as well as a chemically-induced model of colitis, confirmed its predicted regulatory function and significant impact on modulation of the host immune response. Our integrated bioinformatics analyses and experimental validation platform has enabled the discovery of new immunoregulatory genes. This pipeline can be used for the identification of genes with therapeutic applications for treating infectious, inflammatory, and autoimmune diseases.
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spelling pubmed-73593302020-07-14 Identification of new regulatory genes through expression pattern analysis of a global RNA-seq dataset from a Helicobacter pylori co-culture system Tubau-Juni, Nuria Bassaganya-Riera, Josep Leber, Andrew Zoccoli-Rodriguez, Victoria Kronsteiner, Barbara Viladomiu, Monica Abedi, Vida Philipson, Casandra W. Hontecillas, Raquel Sci Rep Article Helicobacter pylori is a gram-negative bacterium that persistently colonizes the human stomach by inducing immunoregulatory responses. We have used a novel platform that integrates a bone marrow-derived macrophage and live H. pylori co-culture with global time-course transcriptomics analysis to identify new regulatory genes based on expression patterns resembling those of genes with known regulatory function. We have used filtering criteria based on cellular location and novelty parameters to select 5 top lead candidate targets. Of these, Plexin domain containing 2 (Plxdc2) was selected as the top lead immunoregulatory target. Loss of function studies with in vivo models of H. pylori infection as well as a chemically-induced model of colitis, confirmed its predicted regulatory function and significant impact on modulation of the host immune response. Our integrated bioinformatics analyses and experimental validation platform has enabled the discovery of new immunoregulatory genes. This pipeline can be used for the identification of genes with therapeutic applications for treating infectious, inflammatory, and autoimmune diseases. Nature Publishing Group UK 2020-07-13 /pmc/articles/PMC7359330/ /pubmed/32661418 http://dx.doi.org/10.1038/s41598-020-68439-8 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Tubau-Juni, Nuria
Bassaganya-Riera, Josep
Leber, Andrew
Zoccoli-Rodriguez, Victoria
Kronsteiner, Barbara
Viladomiu, Monica
Abedi, Vida
Philipson, Casandra W.
Hontecillas, Raquel
Identification of new regulatory genes through expression pattern analysis of a global RNA-seq dataset from a Helicobacter pylori co-culture system
title Identification of new regulatory genes through expression pattern analysis of a global RNA-seq dataset from a Helicobacter pylori co-culture system
title_full Identification of new regulatory genes through expression pattern analysis of a global RNA-seq dataset from a Helicobacter pylori co-culture system
title_fullStr Identification of new regulatory genes through expression pattern analysis of a global RNA-seq dataset from a Helicobacter pylori co-culture system
title_full_unstemmed Identification of new regulatory genes through expression pattern analysis of a global RNA-seq dataset from a Helicobacter pylori co-culture system
title_short Identification of new regulatory genes through expression pattern analysis of a global RNA-seq dataset from a Helicobacter pylori co-culture system
title_sort identification of new regulatory genes through expression pattern analysis of a global rna-seq dataset from a helicobacter pylori co-culture system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7359330/
https://www.ncbi.nlm.nih.gov/pubmed/32661418
http://dx.doi.org/10.1038/s41598-020-68439-8
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