Cargando…
Metatranscriptomic Analyses Reveal the Functional Role of Botrytis cinerea in Biochemical and Textural Changes during Noble Rot of Grapevines
Botrytis cinerea, can lead to the formation of noble rot (NR) of grape berries under certain environmental conditions, resulting in favored metabolic and physical changes necessary for producing highly regarded botrytized wines. The functional genes involved in the textural and biochemical processes...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030449/ https://www.ncbi.nlm.nih.gov/pubmed/35448609 http://dx.doi.org/10.3390/jof8040378 |
_version_ | 1784692142156808192 |
---|---|
author | Hegyi, Ádám István Otto, Margot Geml, József Hegyi-Kaló, Júlia Kun, József Gyenesei, Attila Pierneef, Rian Váczy, Kálmán Zoltán |
author_facet | Hegyi, Ádám István Otto, Margot Geml, József Hegyi-Kaló, Júlia Kun, József Gyenesei, Attila Pierneef, Rian Váczy, Kálmán Zoltán |
author_sort | Hegyi, Ádám István |
collection | PubMed |
description | Botrytis cinerea, can lead to the formation of noble rot (NR) of grape berries under certain environmental conditions, resulting in favored metabolic and physical changes necessary for producing highly regarded botrytized wines. The functional genes involved in the textural and biochemical processes are still poorly characterized. We generated and analyzed metatranscriptomic data from healthy (H) berries and from berries representing the four stages of NR from the Tokaj wine region in Hungary over three months. A weighted gene co-expression network analysis (WGCNA) was conducted to link B. cinerea functional genes to grape berry physical parameters berry hardness (BH), berry skin break force (F_sk), berry skin elasticity (E_sk), and the skin break energy (W_sk). Clustered modules showed that genes involved in carbohydrate and protein metabolism were significantly enriched in NR, highlighting their importance in the grape berry structural integrity. Carbohydrate active enzymes were particularly up-regulated at the onset of NR (during the transition from phase I to II) suggesting that the major structural changes occur early in the NR process. In addition, we identified genes expressed throughout the NR process belonging to enriched pathways that allow B. cinerea to dominate and proliferate during this state, including sulphate metabolizing genes and genes involved in the synthesis of antimicrobials. |
format | Online Article Text |
id | pubmed-9030449 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-90304492022-04-23 Metatranscriptomic Analyses Reveal the Functional Role of Botrytis cinerea in Biochemical and Textural Changes during Noble Rot of Grapevines Hegyi, Ádám István Otto, Margot Geml, József Hegyi-Kaló, Júlia Kun, József Gyenesei, Attila Pierneef, Rian Váczy, Kálmán Zoltán J Fungi (Basel) Article Botrytis cinerea, can lead to the formation of noble rot (NR) of grape berries under certain environmental conditions, resulting in favored metabolic and physical changes necessary for producing highly regarded botrytized wines. The functional genes involved in the textural and biochemical processes are still poorly characterized. We generated and analyzed metatranscriptomic data from healthy (H) berries and from berries representing the four stages of NR from the Tokaj wine region in Hungary over three months. A weighted gene co-expression network analysis (WGCNA) was conducted to link B. cinerea functional genes to grape berry physical parameters berry hardness (BH), berry skin break force (F_sk), berry skin elasticity (E_sk), and the skin break energy (W_sk). Clustered modules showed that genes involved in carbohydrate and protein metabolism were significantly enriched in NR, highlighting their importance in the grape berry structural integrity. Carbohydrate active enzymes were particularly up-regulated at the onset of NR (during the transition from phase I to II) suggesting that the major structural changes occur early in the NR process. In addition, we identified genes expressed throughout the NR process belonging to enriched pathways that allow B. cinerea to dominate and proliferate during this state, including sulphate metabolizing genes and genes involved in the synthesis of antimicrobials. MDPI 2022-04-08 /pmc/articles/PMC9030449/ /pubmed/35448609 http://dx.doi.org/10.3390/jof8040378 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Hegyi, Ádám István Otto, Margot Geml, József Hegyi-Kaló, Júlia Kun, József Gyenesei, Attila Pierneef, Rian Váczy, Kálmán Zoltán Metatranscriptomic Analyses Reveal the Functional Role of Botrytis cinerea in Biochemical and Textural Changes during Noble Rot of Grapevines |
title | Metatranscriptomic Analyses Reveal the Functional Role of Botrytis cinerea in Biochemical and Textural Changes during Noble Rot of Grapevines |
title_full | Metatranscriptomic Analyses Reveal the Functional Role of Botrytis cinerea in Biochemical and Textural Changes during Noble Rot of Grapevines |
title_fullStr | Metatranscriptomic Analyses Reveal the Functional Role of Botrytis cinerea in Biochemical and Textural Changes during Noble Rot of Grapevines |
title_full_unstemmed | Metatranscriptomic Analyses Reveal the Functional Role of Botrytis cinerea in Biochemical and Textural Changes during Noble Rot of Grapevines |
title_short | Metatranscriptomic Analyses Reveal the Functional Role of Botrytis cinerea in Biochemical and Textural Changes during Noble Rot of Grapevines |
title_sort | metatranscriptomic analyses reveal the functional role of botrytis cinerea in biochemical and textural changes during noble rot of grapevines |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030449/ https://www.ncbi.nlm.nih.gov/pubmed/35448609 http://dx.doi.org/10.3390/jof8040378 |
work_keys_str_mv | AT hegyiadamistvan metatranscriptomicanalysesrevealthefunctionalroleofbotrytiscinereainbiochemicalandtexturalchangesduringnoblerotofgrapevines AT ottomargot metatranscriptomicanalysesrevealthefunctionalroleofbotrytiscinereainbiochemicalandtexturalchangesduringnoblerotofgrapevines AT gemljozsef metatranscriptomicanalysesrevealthefunctionalroleofbotrytiscinereainbiochemicalandtexturalchangesduringnoblerotofgrapevines AT hegyikalojulia metatranscriptomicanalysesrevealthefunctionalroleofbotrytiscinereainbiochemicalandtexturalchangesduringnoblerotofgrapevines AT kunjozsef metatranscriptomicanalysesrevealthefunctionalroleofbotrytiscinereainbiochemicalandtexturalchangesduringnoblerotofgrapevines AT gyeneseiattila metatranscriptomicanalysesrevealthefunctionalroleofbotrytiscinereainbiochemicalandtexturalchangesduringnoblerotofgrapevines AT pierneefrian metatranscriptomicanalysesrevealthefunctionalroleofbotrytiscinereainbiochemicalandtexturalchangesduringnoblerotofgrapevines AT vaczykalmanzoltan metatranscriptomicanalysesrevealthefunctionalroleofbotrytiscinereainbiochemicalandtexturalchangesduringnoblerotofgrapevines |