Cargando…

Integrated Transcriptome Analysis Identified Key Expansin Genes Associated with Wheat Cell Wall, Grain Weight and Yield

This research elucidates the dynamic expression of expansin genes during the wheat grain (Triticum aestivum L.) development process using comprehensive meta-analysis and experimental validation. We leveraged RNA-seq data from multiple public databases, applying stringent criteria for selection, and...

Descripción completa

Detalles Bibliográficos
Autores principales: Mira, Juan P., Arenas-M, Anita, Calderini, Daniel F., Canales, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10421294/
https://www.ncbi.nlm.nih.gov/pubmed/37571021
http://dx.doi.org/10.3390/plants12152868
_version_ 1785088940187844608
author Mira, Juan P.
Arenas-M, Anita
Calderini, Daniel F.
Canales, Javier
author_facet Mira, Juan P.
Arenas-M, Anita
Calderini, Daniel F.
Canales, Javier
author_sort Mira, Juan P.
collection PubMed
description This research elucidates the dynamic expression of expansin genes during the wheat grain (Triticum aestivum L.) development process using comprehensive meta-analysis and experimental validation. We leveraged RNA-seq data from multiple public databases, applying stringent criteria for selection, and identified 60,852 differentially expressed genes across developmental stages. From this pool, 28,558 DEGs were found to exhibit significant temporal regulation in at least two different datasets and were enriched for processes integral to grain development such as carbohydrate metabolism and cell wall organization. Notably, 30% of the 241 known expansin genes showed differential expression during grain growth. Hierarchical clustering and expression level analysis revealed temporal regulation and distinct contributions of expansin subfamilies during the early stages of grain development. Further analysis using co-expression networks underscored the significance of expansin genes, revealing their substantial co-expression with genes involved in cell wall modification. Finally, qPCR validation and grain morphological analysis under field conditions indicated a significant negative correlation between the expression of select expansin genes, and grain size and weight. This study illuminates the potential role of expansin genes in wheat grain development and provides new avenues for targeted genetic improvements in wheat.
format Online
Article
Text
id pubmed-10421294
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-104212942023-08-12 Integrated Transcriptome Analysis Identified Key Expansin Genes Associated with Wheat Cell Wall, Grain Weight and Yield Mira, Juan P. Arenas-M, Anita Calderini, Daniel F. Canales, Javier Plants (Basel) Article This research elucidates the dynamic expression of expansin genes during the wheat grain (Triticum aestivum L.) development process using comprehensive meta-analysis and experimental validation. We leveraged RNA-seq data from multiple public databases, applying stringent criteria for selection, and identified 60,852 differentially expressed genes across developmental stages. From this pool, 28,558 DEGs were found to exhibit significant temporal regulation in at least two different datasets and were enriched for processes integral to grain development such as carbohydrate metabolism and cell wall organization. Notably, 30% of the 241 known expansin genes showed differential expression during grain growth. Hierarchical clustering and expression level analysis revealed temporal regulation and distinct contributions of expansin subfamilies during the early stages of grain development. Further analysis using co-expression networks underscored the significance of expansin genes, revealing their substantial co-expression with genes involved in cell wall modification. Finally, qPCR validation and grain morphological analysis under field conditions indicated a significant negative correlation between the expression of select expansin genes, and grain size and weight. This study illuminates the potential role of expansin genes in wheat grain development and provides new avenues for targeted genetic improvements in wheat. MDPI 2023-08-04 /pmc/articles/PMC10421294/ /pubmed/37571021 http://dx.doi.org/10.3390/plants12152868 Text en © 2023 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
Mira, Juan P.
Arenas-M, Anita
Calderini, Daniel F.
Canales, Javier
Integrated Transcriptome Analysis Identified Key Expansin Genes Associated with Wheat Cell Wall, Grain Weight and Yield
title Integrated Transcriptome Analysis Identified Key Expansin Genes Associated with Wheat Cell Wall, Grain Weight and Yield
title_full Integrated Transcriptome Analysis Identified Key Expansin Genes Associated with Wheat Cell Wall, Grain Weight and Yield
title_fullStr Integrated Transcriptome Analysis Identified Key Expansin Genes Associated with Wheat Cell Wall, Grain Weight and Yield
title_full_unstemmed Integrated Transcriptome Analysis Identified Key Expansin Genes Associated with Wheat Cell Wall, Grain Weight and Yield
title_short Integrated Transcriptome Analysis Identified Key Expansin Genes Associated with Wheat Cell Wall, Grain Weight and Yield
title_sort integrated transcriptome analysis identified key expansin genes associated with wheat cell wall, grain weight and yield
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10421294/
https://www.ncbi.nlm.nih.gov/pubmed/37571021
http://dx.doi.org/10.3390/plants12152868
work_keys_str_mv AT mirajuanp integratedtranscriptomeanalysisidentifiedkeyexpansingenesassociatedwithwheatcellwallgrainweightandyield
AT arenasmanita integratedtranscriptomeanalysisidentifiedkeyexpansingenesassociatedwithwheatcellwallgrainweightandyield
AT calderinidanielf integratedtranscriptomeanalysisidentifiedkeyexpansingenesassociatedwithwheatcellwallgrainweightandyield
AT canalesjavier integratedtranscriptomeanalysisidentifiedkeyexpansingenesassociatedwithwheatcellwallgrainweightandyield