Cargando…

Integrated transcriptomic and metabolomic analyses revealed the regulatory mechanism of sulfur application in grain yield and protein content in wheat (Triticum aestivum L.)

Sulfur fertilizers play an important role in increasing the yield and improving the dough quality of bread wheat, but their regulatory mechanism remains unclear. In this study, 0 kg·ha(−1) (S0) and 60 kg·ha(−1) (S60) of sulfur were applied on the anthesis date; subsequently, immature wheat grains at...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Zhilian, Liu, Dongcheng, Fu, Xiaoyi, Du, Xiong, Zhang, Yuechen, Zhen, Wenchao, Li, Shan, Yang, Haichuan, He, Suqin, Li, Ruiqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523790/
https://www.ncbi.nlm.nih.gov/pubmed/36186031
http://dx.doi.org/10.3389/fpls.2022.935516
_version_ 1784800363936743424
author Liu, Zhilian
Liu, Dongcheng
Fu, Xiaoyi
Du, Xiong
Zhang, Yuechen
Zhen, Wenchao
Li, Shan
Yang, Haichuan
He, Suqin
Li, Ruiqi
author_facet Liu, Zhilian
Liu, Dongcheng
Fu, Xiaoyi
Du, Xiong
Zhang, Yuechen
Zhen, Wenchao
Li, Shan
Yang, Haichuan
He, Suqin
Li, Ruiqi
author_sort Liu, Zhilian
collection PubMed
description Sulfur fertilizers play an important role in increasing the yield and improving the dough quality of bread wheat, but their regulatory mechanism remains unclear. In this study, 0 kg·ha(−1) (S0) and 60 kg·ha(−1) (S60) of sulfur were applied on the anthesis date; subsequently, immature wheat grains at 8, 13, and 18 days post-anthesis (DPA) were subjected to integrated transcriptomic and metabolomic analyses to investigate the changes in the gene/metabolite activity in a typical strong-gluten wheat, Gaoyou2018 (GY2018). Our data show that the S60 treatment could significantly increase the grain yield and grain protein content by 13.2 and 3.6%, respectively. The transcriptomic analysis revealed that 10,694 differentially expressed genes (DEGs) were induced by S60 from 8 to 18 DPA when compared with their corresponding no-sulfur controls, and most DEGs were mainly involved in lipid metabolism and amino acid metabolism pathways. Ninety-seven MYB transcription factors (TFs) were identified as responsive to the S60 treatment; of these, 66 showed significantly differential expression at 13 DPA, and MYB118 might participate in the process of sulfur metabolism by regulating glucosinolate synthesis. In total, 542 significantly enriched differentially expressed (DE) metabolites (DEMs) were identified following the S60 treatment, which mainly included secondary metabolites, carbohydrates, and amino acids. Several metabolites (e.g., glutathione, sucrose, GDP-alpha-D-glucose, and amino acids) exhibited altered abundances following the S60 treatment. The combination of transcriptomic and metabolomic analyses highlighted the important role of amino acid metabolism (especially cysteine, methionine, and glutathione metabolism) and starch and sucrose metabolism pathways after S60 application. Our results provide valuable information enhancing our understanding of the molecular mechanism of the response to sulfur and provide useful clues for grain protein quality formation and yield improvement in bread wheat.
format Online
Article
Text
id pubmed-9523790
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-95237902022-10-01 Integrated transcriptomic and metabolomic analyses revealed the regulatory mechanism of sulfur application in grain yield and protein content in wheat (Triticum aestivum L.) Liu, Zhilian Liu, Dongcheng Fu, Xiaoyi Du, Xiong Zhang, Yuechen Zhen, Wenchao Li, Shan Yang, Haichuan He, Suqin Li, Ruiqi Front Plant Sci Plant Science Sulfur fertilizers play an important role in increasing the yield and improving the dough quality of bread wheat, but their regulatory mechanism remains unclear. In this study, 0 kg·ha(−1) (S0) and 60 kg·ha(−1) (S60) of sulfur were applied on the anthesis date; subsequently, immature wheat grains at 8, 13, and 18 days post-anthesis (DPA) were subjected to integrated transcriptomic and metabolomic analyses to investigate the changes in the gene/metabolite activity in a typical strong-gluten wheat, Gaoyou2018 (GY2018). Our data show that the S60 treatment could significantly increase the grain yield and grain protein content by 13.2 and 3.6%, respectively. The transcriptomic analysis revealed that 10,694 differentially expressed genes (DEGs) were induced by S60 from 8 to 18 DPA when compared with their corresponding no-sulfur controls, and most DEGs were mainly involved in lipid metabolism and amino acid metabolism pathways. Ninety-seven MYB transcription factors (TFs) were identified as responsive to the S60 treatment; of these, 66 showed significantly differential expression at 13 DPA, and MYB118 might participate in the process of sulfur metabolism by regulating glucosinolate synthesis. In total, 542 significantly enriched differentially expressed (DE) metabolites (DEMs) were identified following the S60 treatment, which mainly included secondary metabolites, carbohydrates, and amino acids. Several metabolites (e.g., glutathione, sucrose, GDP-alpha-D-glucose, and amino acids) exhibited altered abundances following the S60 treatment. The combination of transcriptomic and metabolomic analyses highlighted the important role of amino acid metabolism (especially cysteine, methionine, and glutathione metabolism) and starch and sucrose metabolism pathways after S60 application. Our results provide valuable information enhancing our understanding of the molecular mechanism of the response to sulfur and provide useful clues for grain protein quality formation and yield improvement in bread wheat. Frontiers Media S.A. 2022-09-16 /pmc/articles/PMC9523790/ /pubmed/36186031 http://dx.doi.org/10.3389/fpls.2022.935516 Text en Copyright © 2022 Liu, Liu, Fu, Du, Zhang, Zhen, Li, Yang, He and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Liu, Zhilian
Liu, Dongcheng
Fu, Xiaoyi
Du, Xiong
Zhang, Yuechen
Zhen, Wenchao
Li, Shan
Yang, Haichuan
He, Suqin
Li, Ruiqi
Integrated transcriptomic and metabolomic analyses revealed the regulatory mechanism of sulfur application in grain yield and protein content in wheat (Triticum aestivum L.)
title Integrated transcriptomic and metabolomic analyses revealed the regulatory mechanism of sulfur application in grain yield and protein content in wheat (Triticum aestivum L.)
title_full Integrated transcriptomic and metabolomic analyses revealed the regulatory mechanism of sulfur application in grain yield and protein content in wheat (Triticum aestivum L.)
title_fullStr Integrated transcriptomic and metabolomic analyses revealed the regulatory mechanism of sulfur application in grain yield and protein content in wheat (Triticum aestivum L.)
title_full_unstemmed Integrated transcriptomic and metabolomic analyses revealed the regulatory mechanism of sulfur application in grain yield and protein content in wheat (Triticum aestivum L.)
title_short Integrated transcriptomic and metabolomic analyses revealed the regulatory mechanism of sulfur application in grain yield and protein content in wheat (Triticum aestivum L.)
title_sort integrated transcriptomic and metabolomic analyses revealed the regulatory mechanism of sulfur application in grain yield and protein content in wheat (triticum aestivum l.)
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523790/
https://www.ncbi.nlm.nih.gov/pubmed/36186031
http://dx.doi.org/10.3389/fpls.2022.935516
work_keys_str_mv AT liuzhilian integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml
AT liudongcheng integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml
AT fuxiaoyi integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml
AT duxiong integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml
AT zhangyuechen integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml
AT zhenwenchao integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml
AT lishan integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml
AT yanghaichuan integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml
AT hesuqin integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml
AT liruiqi integratedtranscriptomicandmetabolomicanalysesrevealedtheregulatorymechanismofsulfurapplicationingrainyieldandproteincontentinwheattriticumaestivuml