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Transcriptomic responses to biotic stresses in Malus x domestica: a meta-analysis study

RNA-Seq analysis is a strong tool to gain insight into the molecular responses to biotic stresses in plants. The objective of this work is to identify specific and common molecular responses between different transcriptomic data related to fungi, virus and bacteria attacks in Malus x domestica. We a...

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Autores principales: Balan, Bipin, Marra, Francesco Paolo, Caruso, Tiziano, Martinelli, Federico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5792587/
https://www.ncbi.nlm.nih.gov/pubmed/29386527
http://dx.doi.org/10.1038/s41598-018-19348-4
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author Balan, Bipin
Marra, Francesco Paolo
Caruso, Tiziano
Martinelli, Federico
author_facet Balan, Bipin
Marra, Francesco Paolo
Caruso, Tiziano
Martinelli, Federico
author_sort Balan, Bipin
collection PubMed
description RNA-Seq analysis is a strong tool to gain insight into the molecular responses to biotic stresses in plants. The objective of this work is to identify specific and common molecular responses between different transcriptomic data related to fungi, virus and bacteria attacks in Malus x domestica. We analyzed seven transcriptomic datasets in Malus x domestica divided in responses to fungal pathogens, virus (Apple Stem Grooving Virus) and bacteria (Erwinia amylovora). Data were dissected using an integrated approach of pathway- and gene- set enrichment analysis, Mapman visualization tool, gene ontology analysis and inferred protein-protein interaction network. Our meta-analysis revealed that the bacterial infection enhanced specifically genes involved in sugar alcohol metabolism. Brassinosteroids were upregulated by fungal pathogens while ethylene was highly affected by Erwinia amylovora. Gibberellins and jasmonates were strongly repressed by fungal and viral infections. The protein-protein interaction network highlighted the role of WRKYs in responses to the studied pathogens. In summary, our meta-analysis provides a better understanding of the Malus X domestica transcriptome responses to different biotic stress conditions; we anticipate that these insights will assist in the development of genetic resistance and acute therapeutic strategies. This work would be an example for next meta-analysis works aiming at identifying specific common molecular features linked with biotic stress responses in other specialty crops.
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spelling pubmed-57925872018-02-12 Transcriptomic responses to biotic stresses in Malus x domestica: a meta-analysis study Balan, Bipin Marra, Francesco Paolo Caruso, Tiziano Martinelli, Federico Sci Rep Article RNA-Seq analysis is a strong tool to gain insight into the molecular responses to biotic stresses in plants. The objective of this work is to identify specific and common molecular responses between different transcriptomic data related to fungi, virus and bacteria attacks in Malus x domestica. We analyzed seven transcriptomic datasets in Malus x domestica divided in responses to fungal pathogens, virus (Apple Stem Grooving Virus) and bacteria (Erwinia amylovora). Data were dissected using an integrated approach of pathway- and gene- set enrichment analysis, Mapman visualization tool, gene ontology analysis and inferred protein-protein interaction network. Our meta-analysis revealed that the bacterial infection enhanced specifically genes involved in sugar alcohol metabolism. Brassinosteroids were upregulated by fungal pathogens while ethylene was highly affected by Erwinia amylovora. Gibberellins and jasmonates were strongly repressed by fungal and viral infections. The protein-protein interaction network highlighted the role of WRKYs in responses to the studied pathogens. In summary, our meta-analysis provides a better understanding of the Malus X domestica transcriptome responses to different biotic stress conditions; we anticipate that these insights will assist in the development of genetic resistance and acute therapeutic strategies. This work would be an example for next meta-analysis works aiming at identifying specific common molecular features linked with biotic stress responses in other specialty crops. Nature Publishing Group UK 2018-01-31 /pmc/articles/PMC5792587/ /pubmed/29386527 http://dx.doi.org/10.1038/s41598-018-19348-4 Text en © The Author(s) 2018 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
Balan, Bipin
Marra, Francesco Paolo
Caruso, Tiziano
Martinelli, Federico
Transcriptomic responses to biotic stresses in Malus x domestica: a meta-analysis study
title Transcriptomic responses to biotic stresses in Malus x domestica: a meta-analysis study
title_full Transcriptomic responses to biotic stresses in Malus x domestica: a meta-analysis study
title_fullStr Transcriptomic responses to biotic stresses in Malus x domestica: a meta-analysis study
title_full_unstemmed Transcriptomic responses to biotic stresses in Malus x domestica: a meta-analysis study
title_short Transcriptomic responses to biotic stresses in Malus x domestica: a meta-analysis study
title_sort transcriptomic responses to biotic stresses in malus x domestica: a meta-analysis study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5792587/
https://www.ncbi.nlm.nih.gov/pubmed/29386527
http://dx.doi.org/10.1038/s41598-018-19348-4
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