Interactive proteogenomic exploration of response to Fusarium head blight in oat varieties with different resistance
(2020) In Journal of Proteomics 218. p.103688-103688- Abstract
Fusarium species are cereal pathogens that cause the Fusarium Head Blight (FHB) disease. FHB can reduce yield, cause mycotoxin accumulation in the grain and reduce germination efficiency of the harvested seeds. Understanding the biochemical interactions between the host plants and the pathogen is crucial for controlling the disease and for the development of cultivars with improved tolerance to FHB. Here, we studied morphological and proteomic differences between the susceptible oat variety Belinda and the more resistant variety Argamak using variety-specific transcriptome assemblies as references. Measurements of deoxynivalenol toxin levels confirmed the partial resistance in Argamak and the susceptibility in Belinda. To jointly... (More)
Fusarium species are cereal pathogens that cause the Fusarium Head Blight (FHB) disease. FHB can reduce yield, cause mycotoxin accumulation in the grain and reduce germination efficiency of the harvested seeds. Understanding the biochemical interactions between the host plants and the pathogen is crucial for controlling the disease and for the development of cultivars with improved tolerance to FHB. Here, we studied morphological and proteomic differences between the susceptible oat variety Belinda and the more resistant variety Argamak using variety-specific transcriptome assemblies as references. Measurements of deoxynivalenol toxin levels confirmed the partial resistance in Argamak and the susceptibility in Belinda. To jointly investigate the proteomics- and sequence data, we developed an RShiny-based interface for interactive exploration of the dataset using univariate and multivariate statistics. When applying this interface to the dataset, quantitative protein differences between Belinda and Argamak were detected, and eighteen peptides were found uniquely in Argamak during infection, among them several lipoxygenases. Such proteins can be developed as markers for Fusarium resistance breeding. In conclusion, this study provides the first proteogenomic insight on molecular Fusarium-oat interactions at both morphological and molecular levels and the data are openly available through an interactive interface for further inspection. SIGNIFICANCE: Fusarium head blight causes widespread damage to crops, and chronic and acute toxicity to human and livestock due to the accumulation of toxins during infection. In the present study, two oat varieties with differing resistance were challenged with Fusarium to understand the disease better, and studied both at morphological and molecular levels, identifying proteins which could play a role in the defense mechanism. Furthermore, a proteogenomics approach allows joint profiling of expression and sequence level differences to identify potentially functionally differing mutations. Here such analysis is made openly available through an interactive interface which allows other scientists to draw further findings from the data. This study may both serve as a basis for understanding oat disease response and developing breeding markers for Fusarium resistant oat and future proteogenomic studies using the interactive approach described.
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- author
- Willforss, J LU ; Leonova, S LU ; Tillander, J ; Andreasson, E LU ; Marttila, S ; Olsson, O ; Chawade, A LU and Levander, F LU
- organization
- publishing date
- 2020-04-30
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- Fusarium head blight, Proteogenomics, Oat
- in
- Journal of Proteomics
- volume
- 218
- pages
- 103688 - 103688
- publisher
- Elsevier
- external identifiers
-
- scopus:85080075375
- pmid:32061841
- ISSN
- 1874-3919
- DOI
- 10.1016/j.jprot.2020.103688
- language
- English
- LU publication?
- yes
- id
- 6adc41dc-d824-41ce-acf8-e8741c231c95
- date added to LUP
- 2020-06-08 11:44:12
- date last changed
- 2024-04-17 09:56:01
@article{6adc41dc-d824-41ce-acf8-e8741c231c95,
abstract = {{<p>Fusarium species are cereal pathogens that cause the Fusarium Head Blight (FHB) disease. FHB can reduce yield, cause mycotoxin accumulation in the grain and reduce germination efficiency of the harvested seeds. Understanding the biochemical interactions between the host plants and the pathogen is crucial for controlling the disease and for the development of cultivars with improved tolerance to FHB. Here, we studied morphological and proteomic differences between the susceptible oat variety Belinda and the more resistant variety Argamak using variety-specific transcriptome assemblies as references. Measurements of deoxynivalenol toxin levels confirmed the partial resistance in Argamak and the susceptibility in Belinda. To jointly investigate the proteomics- and sequence data, we developed an RShiny-based interface for interactive exploration of the dataset using univariate and multivariate statistics. When applying this interface to the dataset, quantitative protein differences between Belinda and Argamak were detected, and eighteen peptides were found uniquely in Argamak during infection, among them several lipoxygenases. Such proteins can be developed as markers for Fusarium resistance breeding. In conclusion, this study provides the first proteogenomic insight on molecular Fusarium-oat interactions at both morphological and molecular levels and the data are openly available through an interactive interface for further inspection. SIGNIFICANCE: Fusarium head blight causes widespread damage to crops, and chronic and acute toxicity to human and livestock due to the accumulation of toxins during infection. In the present study, two oat varieties with differing resistance were challenged with Fusarium to understand the disease better, and studied both at morphological and molecular levels, identifying proteins which could play a role in the defense mechanism. Furthermore, a proteogenomics approach allows joint profiling of expression and sequence level differences to identify potentially functionally differing mutations. Here such analysis is made openly available through an interactive interface which allows other scientists to draw further findings from the data. This study may both serve as a basis for understanding oat disease response and developing breeding markers for Fusarium resistant oat and future proteogenomic studies using the interactive approach described.</p>}},
author = {{Willforss, J and Leonova, S and Tillander, J and Andreasson, E and Marttila, S and Olsson, O and Chawade, A and Levander, F}},
issn = {{1874-3919}},
keywords = {{Fusarium head blight, Proteogenomics, Oat}},
language = {{eng}},
month = {{04}},
pages = {{103688--103688}},
publisher = {{Elsevier}},
series = {{Journal of Proteomics}},
title = {{Interactive proteogenomic exploration of response to Fusarium head blight in oat varieties with different resistance}},
url = {{http://dx.doi.org/10.1016/j.jprot.2020.103688}},
doi = {{10.1016/j.jprot.2020.103688}},
volume = {{218}},
year = {{2020}},
}