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Transcriptome analysis and phenotyping of walnut seedling roots under nitrogen stresses
Nitrogen is an essential core element in walnut seedling growth and development. However, nitrogen starvation and excessive nitrogen stress can cause stunted growth and development of walnut seedlings, and environmental pollution is also of concern. Therefore, it is necessary to study the mechanism...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283388/ https://www.ncbi.nlm.nih.gov/pubmed/35835799 http://dx.doi.org/10.1038/s41598-022-14850-2 |
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author | Song, Yan Zhang, Rui Gao, Shan Pan, Zhiyong Guo, Zhongzhong Yu, Shangqi Wang, Yu Jin, Qiang Chen, Xiaofei Zhang, Lei |
author_facet | Song, Yan Zhang, Rui Gao, Shan Pan, Zhiyong Guo, Zhongzhong Yu, Shangqi Wang, Yu Jin, Qiang Chen, Xiaofei Zhang, Lei |
author_sort | Song, Yan |
collection | PubMed |
description | Nitrogen is an essential core element in walnut seedling growth and development. However, nitrogen starvation and excessive nitrogen stress can cause stunted growth and development of walnut seedlings, and environmental pollution is also of concern. Therefore, it is necessary to study the mechanism of walnut seedling resistance to nitrogen stress. In this study, morphological and physiological observations and transcriptome sequencing of walnut seedlings under nitrogen starvation and excess nitrogen stress were performed. The results showed that walnut seedlings under nitrogen starvation and excess stress could adapt to the changes in the nitrogen environment by changing the coordination of their root morphology and physiological indexes. Based on an analysis of transcriptome data, 4911 differential genes (DEGs) were obtained (2180 were upregulated and 2731 were downregulated) in a comparison of nitrogen starvation and control groups. A total of 9497 DEGs (5091 upregulated and 4406 downregulated) were obtained in the comparison between the nitrogen overdose and control groups. When these DEGs were analysed, the differential genes in both groups were found to be significantly enriched in the plant’s circadian pathway. Therefore, we selected the circadian rhythm as the focus for further analysis. We made some discoveries by analysing the gene co-expression network of nitrogen metabolism, circadian rhythm, and hormone signal transduction. (a) Nitrite nitrogen (NO(2)(−)) or Glu may act as a nitrogen signal to the circadian clock. (b) Nitrogen signalling may be input into the circadian clock by regulating changes in the abundance of the CRY1 gene. (c) After the nitrogen signal enters the circadian clock, the expression of the LHY gene is upregulated, which causes a phase shift in the circadian clock. (d) The RVE protein may send information about the circadian clock’s response to nitrogen stress back to the nitrogen metabolic pathway via the hormone transduction pathway. In conclusion, various metabolic pathways in the roots of walnut seedlings coordinated with one another to resist the ill effects of nitrogen stress on the root cells, and these coordination relationships were regulated by the circadian clock. This study is expected to provide valuable information on the circadian clock regulation of plant resistance to nitrogen stress. |
format | Online Article Text |
id | pubmed-9283388 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92833882022-07-16 Transcriptome analysis and phenotyping of walnut seedling roots under nitrogen stresses Song, Yan Zhang, Rui Gao, Shan Pan, Zhiyong Guo, Zhongzhong Yu, Shangqi Wang, Yu Jin, Qiang Chen, Xiaofei Zhang, Lei Sci Rep Article Nitrogen is an essential core element in walnut seedling growth and development. However, nitrogen starvation and excessive nitrogen stress can cause stunted growth and development of walnut seedlings, and environmental pollution is also of concern. Therefore, it is necessary to study the mechanism of walnut seedling resistance to nitrogen stress. In this study, morphological and physiological observations and transcriptome sequencing of walnut seedlings under nitrogen starvation and excess nitrogen stress were performed. The results showed that walnut seedlings under nitrogen starvation and excess stress could adapt to the changes in the nitrogen environment by changing the coordination of their root morphology and physiological indexes. Based on an analysis of transcriptome data, 4911 differential genes (DEGs) were obtained (2180 were upregulated and 2731 were downregulated) in a comparison of nitrogen starvation and control groups. A total of 9497 DEGs (5091 upregulated and 4406 downregulated) were obtained in the comparison between the nitrogen overdose and control groups. When these DEGs were analysed, the differential genes in both groups were found to be significantly enriched in the plant’s circadian pathway. Therefore, we selected the circadian rhythm as the focus for further analysis. We made some discoveries by analysing the gene co-expression network of nitrogen metabolism, circadian rhythm, and hormone signal transduction. (a) Nitrite nitrogen (NO(2)(−)) or Glu may act as a nitrogen signal to the circadian clock. (b) Nitrogen signalling may be input into the circadian clock by regulating changes in the abundance of the CRY1 gene. (c) After the nitrogen signal enters the circadian clock, the expression of the LHY gene is upregulated, which causes a phase shift in the circadian clock. (d) The RVE protein may send information about the circadian clock’s response to nitrogen stress back to the nitrogen metabolic pathway via the hormone transduction pathway. In conclusion, various metabolic pathways in the roots of walnut seedlings coordinated with one another to resist the ill effects of nitrogen stress on the root cells, and these coordination relationships were regulated by the circadian clock. This study is expected to provide valuable information on the circadian clock regulation of plant resistance to nitrogen stress. Nature Publishing Group UK 2022-07-14 /pmc/articles/PMC9283388/ /pubmed/35835799 http://dx.doi.org/10.1038/s41598-022-14850-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Song, Yan Zhang, Rui Gao, Shan Pan, Zhiyong Guo, Zhongzhong Yu, Shangqi Wang, Yu Jin, Qiang Chen, Xiaofei Zhang, Lei Transcriptome analysis and phenotyping of walnut seedling roots under nitrogen stresses |
title | Transcriptome analysis and phenotyping of walnut seedling roots under nitrogen stresses |
title_full | Transcriptome analysis and phenotyping of walnut seedling roots under nitrogen stresses |
title_fullStr | Transcriptome analysis and phenotyping of walnut seedling roots under nitrogen stresses |
title_full_unstemmed | Transcriptome analysis and phenotyping of walnut seedling roots under nitrogen stresses |
title_short | Transcriptome analysis and phenotyping of walnut seedling roots under nitrogen stresses |
title_sort | transcriptome analysis and phenotyping of walnut seedling roots under nitrogen stresses |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283388/ https://www.ncbi.nlm.nih.gov/pubmed/35835799 http://dx.doi.org/10.1038/s41598-022-14850-2 |
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