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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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> < 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> < 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 |
work_keys_str_mv |
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