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Novel interferon-sensitive genes unveiled by correlation-driven gene selection and systems biology

Interferons (IFNs) are key cytokines involved in alerting the immune system to viral infection. After IFN stimulation, cellular transcriptional profile critically changes, leading to the expression of several IFN stimulated genes (ISGs) that exert a wide variety of antiviral activities. Despite many...

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Autores principales: Cheroni, Cristina, Manganaro, Lara, Donnici, Lorena, Bevilacqua, Valeria, Bonnal, Raoul J. P., Rossi, Riccardo L., De Francesco, Raffaele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433181/
https://www.ncbi.nlm.nih.gov/pubmed/34508139
http://dx.doi.org/10.1038/s41598-021-97258-8
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author Cheroni, Cristina
Manganaro, Lara
Donnici, Lorena
Bevilacqua, Valeria
Bonnal, Raoul J. P.
Rossi, Riccardo L.
De Francesco, Raffaele
author_facet Cheroni, Cristina
Manganaro, Lara
Donnici, Lorena
Bevilacqua, Valeria
Bonnal, Raoul J. P.
Rossi, Riccardo L.
De Francesco, Raffaele
author_sort Cheroni, Cristina
collection PubMed
description Interferons (IFNs) are key cytokines involved in alerting the immune system to viral infection. After IFN stimulation, cellular transcriptional profile critically changes, leading to the expression of several IFN stimulated genes (ISGs) that exert a wide variety of antiviral activities. Despite many ISGs have been already identified, a comprehensive network of coding and non-coding genes with a central role in IFN-response still needs to be elucidated. We performed a global RNA-Seq transcriptome profile of the HCV permissive human hepatoma cell line Huh7.5 and its parental cell line Huh7, upon IFN treatment, to define a network of genes whose coordinated modulation plays a central role in IFN-response. Our study adds molecular actors, coding and non-coding genes, to the complex molecular network underlying IFN-response and shows how systems biology approaches, such as correlation networks, network’s topology and gene ontology analyses can be leveraged to this aim.
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spelling pubmed-84331812021-09-13 Novel interferon-sensitive genes unveiled by correlation-driven gene selection and systems biology Cheroni, Cristina Manganaro, Lara Donnici, Lorena Bevilacqua, Valeria Bonnal, Raoul J. P. Rossi, Riccardo L. De Francesco, Raffaele Sci Rep Article Interferons (IFNs) are key cytokines involved in alerting the immune system to viral infection. After IFN stimulation, cellular transcriptional profile critically changes, leading to the expression of several IFN stimulated genes (ISGs) that exert a wide variety of antiviral activities. Despite many ISGs have been already identified, a comprehensive network of coding and non-coding genes with a central role in IFN-response still needs to be elucidated. We performed a global RNA-Seq transcriptome profile of the HCV permissive human hepatoma cell line Huh7.5 and its parental cell line Huh7, upon IFN treatment, to define a network of genes whose coordinated modulation plays a central role in IFN-response. Our study adds molecular actors, coding and non-coding genes, to the complex molecular network underlying IFN-response and shows how systems biology approaches, such as correlation networks, network’s topology and gene ontology analyses can be leveraged to this aim. Nature Publishing Group UK 2021-09-10 /pmc/articles/PMC8433181/ /pubmed/34508139 http://dx.doi.org/10.1038/s41598-021-97258-8 Text en © The Author(s) 2021, corrected publication 2021 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Cheroni, Cristina
Manganaro, Lara
Donnici, Lorena
Bevilacqua, Valeria
Bonnal, Raoul J. P.
Rossi, Riccardo L.
De Francesco, Raffaele
Novel interferon-sensitive genes unveiled by correlation-driven gene selection and systems biology
title Novel interferon-sensitive genes unveiled by correlation-driven gene selection and systems biology
title_full Novel interferon-sensitive genes unveiled by correlation-driven gene selection and systems biology
title_fullStr Novel interferon-sensitive genes unveiled by correlation-driven gene selection and systems biology
title_full_unstemmed Novel interferon-sensitive genes unveiled by correlation-driven gene selection and systems biology
title_short Novel interferon-sensitive genes unveiled by correlation-driven gene selection and systems biology
title_sort novel interferon-sensitive genes unveiled by correlation-driven gene selection and systems biology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433181/
https://www.ncbi.nlm.nih.gov/pubmed/34508139
http://dx.doi.org/10.1038/s41598-021-97258-8
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