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Comparative analysis of tissue-specific transcriptomic responses to nitrogen stress in spinach (Spinacia oleracea)
Nitrogen (N) is critical to the growth and productivity of crops. To understand the molecular mechanisms influenced by N stress, we used RNA-Sequencing (RNA-Seq) to analyze differentially expressed genes (DEGs) in root and leaf tissues of spinach. N stress negatively influenced photosynthesis, bioma...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7202632/ https://www.ncbi.nlm.nih.gov/pubmed/32374731 http://dx.doi.org/10.1371/journal.pone.0232011 |
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author | Joshi, Vijay Joshi, Madhumita Penalosa, Arianne |
author_facet | Joshi, Vijay Joshi, Madhumita Penalosa, Arianne |
author_sort | Joshi, Vijay |
collection | PubMed |
description | Nitrogen (N) is critical to the growth and productivity of crops. To understand the molecular mechanisms influenced by N stress, we used RNA-Sequencing (RNA-Seq) to analyze differentially expressed genes (DEGs) in root and leaf tissues of spinach. N stress negatively influenced photosynthesis, biomass accumulation, amino acid profiles, and partitioning of N across tissues. RNA-seq analysis revealed that N stress caused most transcriptomic changes in roots, identifying 1,346 DEGs. High-affinity nitrate transporters (NRT2.1, NRT2.5) and glutamine amidotransferase (GAT1) genes were strongly induced in roots in response to N deplete and replete conditions, respectively. GO and KEGG analyses revealed that the functions associated with metabolic pathways and nutrient reservoir activity were enriched due to N stress. Whereas KEGG pathway enrichment analysis indicated the upregulation of DEGs associated with DNA replication, pyrimidine, and purine metabolism in the presence of high N in leaf tissue. A subset of transcription factors comprising bHLH, MYB, WRKY, and AP2/ERF family members was over-represented in both tissues in response to N perturbation. Interesting DEGs associated with N uptake, amino acid metabolism, hormonal pathway, carbon metabolism, along with transcription factors, were highlighted. The results provide valuable information about the underlying molecular processes in response to N stress in spinach and; could serve as a resource for functional analysis of candidate genes/pathways and enhancement of nitrogen use efficiency. |
format | Online Article Text |
id | pubmed-7202632 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-72026322020-05-12 Comparative analysis of tissue-specific transcriptomic responses to nitrogen stress in spinach (Spinacia oleracea) Joshi, Vijay Joshi, Madhumita Penalosa, Arianne PLoS One Research Article Nitrogen (N) is critical to the growth and productivity of crops. To understand the molecular mechanisms influenced by N stress, we used RNA-Sequencing (RNA-Seq) to analyze differentially expressed genes (DEGs) in root and leaf tissues of spinach. N stress negatively influenced photosynthesis, biomass accumulation, amino acid profiles, and partitioning of N across tissues. RNA-seq analysis revealed that N stress caused most transcriptomic changes in roots, identifying 1,346 DEGs. High-affinity nitrate transporters (NRT2.1, NRT2.5) and glutamine amidotransferase (GAT1) genes were strongly induced in roots in response to N deplete and replete conditions, respectively. GO and KEGG analyses revealed that the functions associated with metabolic pathways and nutrient reservoir activity were enriched due to N stress. Whereas KEGG pathway enrichment analysis indicated the upregulation of DEGs associated with DNA replication, pyrimidine, and purine metabolism in the presence of high N in leaf tissue. A subset of transcription factors comprising bHLH, MYB, WRKY, and AP2/ERF family members was over-represented in both tissues in response to N perturbation. Interesting DEGs associated with N uptake, amino acid metabolism, hormonal pathway, carbon metabolism, along with transcription factors, were highlighted. The results provide valuable information about the underlying molecular processes in response to N stress in spinach and; could serve as a resource for functional analysis of candidate genes/pathways and enhancement of nitrogen use efficiency. Public Library of Science 2020-05-06 /pmc/articles/PMC7202632/ /pubmed/32374731 http://dx.doi.org/10.1371/journal.pone.0232011 Text en © 2020 Joshi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Joshi, Vijay Joshi, Madhumita Penalosa, Arianne Comparative analysis of tissue-specific transcriptomic responses to nitrogen stress in spinach (Spinacia oleracea) |
title | Comparative analysis of tissue-specific transcriptomic responses to nitrogen stress in spinach (Spinacia oleracea) |
title_full | Comparative analysis of tissue-specific transcriptomic responses to nitrogen stress in spinach (Spinacia oleracea) |
title_fullStr | Comparative analysis of tissue-specific transcriptomic responses to nitrogen stress in spinach (Spinacia oleracea) |
title_full_unstemmed | Comparative analysis of tissue-specific transcriptomic responses to nitrogen stress in spinach (Spinacia oleracea) |
title_short | Comparative analysis of tissue-specific transcriptomic responses to nitrogen stress in spinach (Spinacia oleracea) |
title_sort | comparative analysis of tissue-specific transcriptomic responses to nitrogen stress in spinach (spinacia oleracea) |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7202632/ https://www.ncbi.nlm.nih.gov/pubmed/32374731 http://dx.doi.org/10.1371/journal.pone.0232011 |
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