Transcriptomic and Metabolomics Analysis of Different Endosperm Region under Nitrogen Treatments

Storage protein distribution in wheat-grain endosperm is heterogeneous, but the underlying molecular mechanism remains unclear. Two parts of the endosperm region, the innermost endosperm (IE) region and the remaining endosperm (RE) region, grown under low nitrogen (LN) and high nitrogen (HN) treatme...

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Main Authors: Dongyun Ma, Honghuan Gao, Chenyang Du, Lingli Li, Wan Sun, Sujun Liu, Chenyang Wang, Yingxin Xie, Guozhang Kang
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/20/17/4212
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spelling doaj-6f8ad78756324a09861e3f8560a0905a2020-11-24T21:27:42ZengMDPI AGInternational Journal of Molecular Sciences1422-00672019-08-012017421210.3390/ijms20174212ijms20174212Transcriptomic and Metabolomics Analysis of Different Endosperm Region under Nitrogen TreatmentsDongyun Ma0Honghuan Gao1Chenyang Du2Lingli Li3Wan Sun4Sujun Liu5Chenyang Wang6Yingxin Xie7Guozhang Kang8Agronomy College/National Engineering Research Center for Wheat, Henan Agricultural University, Zhengzhou 450046, ChinaAgronomy College/National Engineering Research Center for Wheat, Henan Agricultural University, Zhengzhou 450046, ChinaAgronomy College/National Engineering Research Center for Wheat, Henan Agricultural University, Zhengzhou 450046, ChinaAgronomy College/National Engineering Research Center for Wheat, Henan Agricultural University, Zhengzhou 450046, ChinaAgronomy College/National Engineering Research Center for Wheat, Henan Agricultural University, Zhengzhou 450046, ChinaAgronomy College/National Engineering Research Center for Wheat, Henan Agricultural University, Zhengzhou 450046, ChinaAgronomy College/National Engineering Research Center for Wheat, Henan Agricultural University, Zhengzhou 450046, ChinaAgronomy College/National Engineering Research Center for Wheat, Henan Agricultural University, Zhengzhou 450046, ChinaAgronomy College/National Engineering Research Center for Wheat, Henan Agricultural University, Zhengzhou 450046, ChinaStorage protein distribution in wheat-grain endosperm is heterogeneous, but the underlying molecular mechanism remains unclear. Two parts of the endosperm region, the innermost endosperm (IE) region and the remaining endosperm (RE) region, grown under low nitrogen (LN) and high nitrogen (HN) treatments were used to perform metabolomic and transcriptomic analysis. We identified 533 and 503 differentially expressed genes (DEGs) with at least a two-fold expression change (<i>p</i> &lt; 0.05) between IE and RE, among which 81 and 78 transcripts under LN and HN, respectively, related to carbon and nitrogen metabolism, and encoded transcription factors or proteins involved in post-translational modification (PTM). The significantly differentially abundant metabolites between IE and RE were mainly amino acids, N-compounds, carbohydrates, and nucleic acids. More upregulated transcripts and metabolites were identified in RE than IE under HN conditions, indicating that HN activates metabolism in the endosperm periphery. In addition to carbon and nitrogen metabolism, transcription factors and protein PTMs, such as phosphorylation and acetylation, might determine the protein heterogeneous distribution between IE and RE and its response to nitrogen fertilizer supply.https://www.mdpi.com/1422-0067/20/17/4212storage proteinsinnermost endosperm regionremaining endosperm regionmetabolometranscriptomewheat
collection DOAJ
language English
format Article
sources DOAJ
author Dongyun Ma
Honghuan Gao
Chenyang Du
Lingli Li
Wan Sun
Sujun Liu
Chenyang Wang
Yingxin Xie
Guozhang Kang
spellingShingle Dongyun Ma
Honghuan Gao
Chenyang Du
Lingli Li
Wan Sun
Sujun Liu
Chenyang Wang
Yingxin Xie
Guozhang Kang
Transcriptomic and Metabolomics Analysis of Different Endosperm Region under Nitrogen Treatments
International Journal of Molecular Sciences
storage proteins
innermost endosperm region
remaining endosperm region
metabolome
transcriptome
wheat
author_facet Dongyun Ma
Honghuan Gao
Chenyang Du
Lingli Li
Wan Sun
Sujun Liu
Chenyang Wang
Yingxin Xie
Guozhang Kang
author_sort Dongyun Ma
title Transcriptomic and Metabolomics Analysis of Different Endosperm Region under Nitrogen Treatments
title_short Transcriptomic and Metabolomics Analysis of Different Endosperm Region under Nitrogen Treatments
title_full Transcriptomic and Metabolomics Analysis of Different Endosperm Region under Nitrogen Treatments
title_fullStr Transcriptomic and Metabolomics Analysis of Different Endosperm Region under Nitrogen Treatments
title_full_unstemmed Transcriptomic and Metabolomics Analysis of Different Endosperm Region under Nitrogen Treatments
title_sort transcriptomic and metabolomics analysis of different endosperm region under nitrogen treatments
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2019-08-01
description Storage protein distribution in wheat-grain endosperm is heterogeneous, but the underlying molecular mechanism remains unclear. Two parts of the endosperm region, the innermost endosperm (IE) region and the remaining endosperm (RE) region, grown under low nitrogen (LN) and high nitrogen (HN) treatments were used to perform metabolomic and transcriptomic analysis. We identified 533 and 503 differentially expressed genes (DEGs) with at least a two-fold expression change (<i>p</i> &lt; 0.05) between IE and RE, among which 81 and 78 transcripts under LN and HN, respectively, related to carbon and nitrogen metabolism, and encoded transcription factors or proteins involved in post-translational modification (PTM). The significantly differentially abundant metabolites between IE and RE were mainly amino acids, N-compounds, carbohydrates, and nucleic acids. More upregulated transcripts and metabolites were identified in RE than IE under HN conditions, indicating that HN activates metabolism in the endosperm periphery. In addition to carbon and nitrogen metabolism, transcription factors and protein PTMs, such as phosphorylation and acetylation, might determine the protein heterogeneous distribution between IE and RE and its response to nitrogen fertilizer supply.
topic storage proteins
innermost endosperm region
remaining endosperm region
metabolome
transcriptome
wheat
url https://www.mdpi.com/1422-0067/20/17/4212
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AT linglili transcriptomicandmetabolomicsanalysisofdifferentendospermregionundernitrogentreatments
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