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Rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expVIP
BACKGROUND: Transcriptomics is being increasingly applied to generate new insight into the interactions between plants and their pathogens. For the wheat yellow (stripe) rust pathogen (Puccinia striiformis f. sp. tritici, Pst) RNA-based sequencing (RNA-Seq) has proved particularly valuable, overcomi...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7941908/ https://www.ncbi.nlm.nih.gov/pubmed/33750297 http://dx.doi.org/10.1186/s12864-021-07488-3 |
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author | Adams, Thomas M. Olsson, Tjelvar S. G. Ramírez-González, Ricardo H. Bryant, Ruth Bryson, Rosie Campos, Pablo Eduardo Fenwick, Paul Feuerhelm, David Hayes, Charlotte Henriksson, Tina Hubbard, Amelia Jevtić, Radivoje Judge, Christopher Kerton, Matthew Lage, Jacob Lewis, Clare M. Lilly, Christine Meidan, Udi Novoselović, Dario Patrick, Colin Wanyera, Ruth Saunders, Diane G. O. |
author_facet | Adams, Thomas M. Olsson, Tjelvar S. G. Ramírez-González, Ricardo H. Bryant, Ruth Bryson, Rosie Campos, Pablo Eduardo Fenwick, Paul Feuerhelm, David Hayes, Charlotte Henriksson, Tina Hubbard, Amelia Jevtić, Radivoje Judge, Christopher Kerton, Matthew Lage, Jacob Lewis, Clare M. Lilly, Christine Meidan, Udi Novoselović, Dario Patrick, Colin Wanyera, Ruth Saunders, Diane G. O. |
author_sort | Adams, Thomas M. |
collection | PubMed |
description | BACKGROUND: Transcriptomics is being increasingly applied to generate new insight into the interactions between plants and their pathogens. For the wheat yellow (stripe) rust pathogen (Puccinia striiformis f. sp. tritici, Pst) RNA-based sequencing (RNA-Seq) has proved particularly valuable, overcoming the barriers associated with its obligate biotrophic nature. This includes the application of RNA-Seq approaches to study Pst and wheat gene expression dynamics over time and the Pst population composition through the use of a novel RNA-Seq based surveillance approach called “field pathogenomics”. As a dual RNA-Seq approach, the field pathogenomics technique also provides gene expression data from the host, giving new insight into host responses. However, this has created a wealth of data for interrogation. RESULTS: Here, we used the field pathogenomics approach to generate 538 new RNA-Seq datasets from Pst-infected field wheat samples, doubling the amount of transcriptomics data available for this important pathosystem. We then analysed these datasets alongside 66 RNA-Seq datasets from four Pst infection time-courses and 420 Pst-infected plant field and laboratory samples that were publicly available. A database of gene expression values for Pst and wheat was generated for each of these 1024 RNA-Seq datasets and incorporated into the development of the rust expression browser (http://www.rust-expression.com). This enables for the first time simultaneous ‘point-and-click’ access to gene expression profiles for Pst and its wheat host and represents the largest database of processed RNA-Seq datasets available for any of the three Puccinia wheat rust pathogens. We also demonstrated the utility of the browser through investigation of expression of putative Pst virulence genes over time and examined the host plants response to Pst infection. CONCLUSIONS: The rust expression browser offers immense value to the wider community, facilitating data sharing and transparency and the underlying database can be continually expanded as more datasets become publicly available. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-07488-3. |
format | Online Article Text |
id | pubmed-7941908 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-79419082021-03-09 Rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expVIP Adams, Thomas M. Olsson, Tjelvar S. G. Ramírez-González, Ricardo H. Bryant, Ruth Bryson, Rosie Campos, Pablo Eduardo Fenwick, Paul Feuerhelm, David Hayes, Charlotte Henriksson, Tina Hubbard, Amelia Jevtić, Radivoje Judge, Christopher Kerton, Matthew Lage, Jacob Lewis, Clare M. Lilly, Christine Meidan, Udi Novoselović, Dario Patrick, Colin Wanyera, Ruth Saunders, Diane G. O. BMC Genomics Database BACKGROUND: Transcriptomics is being increasingly applied to generate new insight into the interactions between plants and their pathogens. For the wheat yellow (stripe) rust pathogen (Puccinia striiformis f. sp. tritici, Pst) RNA-based sequencing (RNA-Seq) has proved particularly valuable, overcoming the barriers associated with its obligate biotrophic nature. This includes the application of RNA-Seq approaches to study Pst and wheat gene expression dynamics over time and the Pst population composition through the use of a novel RNA-Seq based surveillance approach called “field pathogenomics”. As a dual RNA-Seq approach, the field pathogenomics technique also provides gene expression data from the host, giving new insight into host responses. However, this has created a wealth of data for interrogation. RESULTS: Here, we used the field pathogenomics approach to generate 538 new RNA-Seq datasets from Pst-infected field wheat samples, doubling the amount of transcriptomics data available for this important pathosystem. We then analysed these datasets alongside 66 RNA-Seq datasets from four Pst infection time-courses and 420 Pst-infected plant field and laboratory samples that were publicly available. A database of gene expression values for Pst and wheat was generated for each of these 1024 RNA-Seq datasets and incorporated into the development of the rust expression browser (http://www.rust-expression.com). This enables for the first time simultaneous ‘point-and-click’ access to gene expression profiles for Pst and its wheat host and represents the largest database of processed RNA-Seq datasets available for any of the three Puccinia wheat rust pathogens. We also demonstrated the utility of the browser through investigation of expression of putative Pst virulence genes over time and examined the host plants response to Pst infection. CONCLUSIONS: The rust expression browser offers immense value to the wider community, facilitating data sharing and transparency and the underlying database can be continually expanded as more datasets become publicly available. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-07488-3. BioMed Central 2021-03-09 /pmc/articles/PMC7941908/ /pubmed/33750297 http://dx.doi.org/10.1186/s12864-021-07488-3 Text en © The Author(s) 2021 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Database Adams, Thomas M. Olsson, Tjelvar S. G. Ramírez-González, Ricardo H. Bryant, Ruth Bryson, Rosie Campos, Pablo Eduardo Fenwick, Paul Feuerhelm, David Hayes, Charlotte Henriksson, Tina Hubbard, Amelia Jevtić, Radivoje Judge, Christopher Kerton, Matthew Lage, Jacob Lewis, Clare M. Lilly, Christine Meidan, Udi Novoselović, Dario Patrick, Colin Wanyera, Ruth Saunders, Diane G. O. Rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expVIP |
title | Rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expVIP |
title_full | Rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expVIP |
title_fullStr | Rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expVIP |
title_full_unstemmed | Rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expVIP |
title_short | Rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expVIP |
title_sort | rust expression browser: an open source database for simultaneous analysis of host and pathogen gene expression profiles with expvip |
topic | Database |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7941908/ https://www.ncbi.nlm.nih.gov/pubmed/33750297 http://dx.doi.org/10.1186/s12864-021-07488-3 |
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