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Genome-wide expression profiling of leaves and roots of watermelon in response to low nitrogen
BACKGROUND: Nitrogen (N) is a key macronutrient required for plant growth and development. In this study, watermelon plants were grown under hydroponic conditions at 0.2 mM N, 4.5 mM N, and 9 mM N for 14 days. RESULTS: Dry weight and photosynthetic assimilation at low N (0.2 mM) was reduced by 29 an...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6001020/ https://www.ncbi.nlm.nih.gov/pubmed/29898660 http://dx.doi.org/10.1186/s12864-018-4856-x |
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author | Nawaz, Muhammad Azher Chen, Chen Shireen, Fareeha Zheng, Zhuhua Sohail, Hamza Afzal, Muhammad Ali, Muhammad Amjad Bie, Zhilong Huang, Yuan |
author_facet | Nawaz, Muhammad Azher Chen, Chen Shireen, Fareeha Zheng, Zhuhua Sohail, Hamza Afzal, Muhammad Ali, Muhammad Amjad Bie, Zhilong Huang, Yuan |
author_sort | Nawaz, Muhammad Azher |
collection | PubMed |
description | BACKGROUND: Nitrogen (N) is a key macronutrient required for plant growth and development. In this study, watermelon plants were grown under hydroponic conditions at 0.2 mM N, 4.5 mM N, and 9 mM N for 14 days. RESULTS: Dry weight and photosynthetic assimilation at low N (0.2 mM) was reduced by 29 and 74% compared with high N (9 mM). The photochemical activity (Fv/Fm) was also reduced from 0.78 at high N to 0.71 at low N. The N concentration in the leaf, stem, and root of watermelon under low N conditions was reduced by 68, 104, and 108%, respectively compared with 9 mM N treatment after 14 days of N treatment. In the leaf tissues of watermelon grown under low N conditions, 9598 genes were differentially expressed, out of which 4533 genes (47.22%) were up-regulated whereas, 5065 genes (52.78%) were down-regulated compared with high N. Similarly in the root tissues, 3956 genes were differentially expressed, out of which 1605 genes were up-regulated (40.57%) and 2351 genes were down-regulated (59.43%), compared with high N. Our results suggest that leaf tissues are more sensitive to N deficiency compared with root tissues. The gene ontology (GO) analysis showed that the availability of N significantly affected 19 biological processes, 8 cell component metabolic pathways, and 3 molecular functions in the leaves; and 13 biological processes, 12 molecular functions, and 5 cell component metabolic pathways in the roots of watermelon. The low affinity nitrate transporters, high affinity nitrate transporters, ammonium transporters, genes related with nitrogen assimilation, and chlorophyll and photosynthesis were expressed differentially in response to low N. Three nitrate transporters (Cla010066, Cla009721, Cla012765) substantially responded to low nitrate supply in the root and leaf tissues. Additionally, a large number of transcription factors (1365) were involved in adaptation to low N availability. The major transcription factor families identified in this study includes MYB, AP2-EREBP, bHLH, C2H2 and NAC. CONCLUSION: Candidate genes identified in this study for nitrate uptake and transport can be targeted and utilized for further studies in watermelon breeding and improvement programs to improve N uptake and utilization efficiency. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4856-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6001020 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-60010202018-06-26 Genome-wide expression profiling of leaves and roots of watermelon in response to low nitrogen Nawaz, Muhammad Azher Chen, Chen Shireen, Fareeha Zheng, Zhuhua Sohail, Hamza Afzal, Muhammad Ali, Muhammad Amjad Bie, Zhilong Huang, Yuan BMC Genomics Research Article BACKGROUND: Nitrogen (N) is a key macronutrient required for plant growth and development. In this study, watermelon plants were grown under hydroponic conditions at 0.2 mM N, 4.5 mM N, and 9 mM N for 14 days. RESULTS: Dry weight and photosynthetic assimilation at low N (0.2 mM) was reduced by 29 and 74% compared with high N (9 mM). The photochemical activity (Fv/Fm) was also reduced from 0.78 at high N to 0.71 at low N. The N concentration in the leaf, stem, and root of watermelon under low N conditions was reduced by 68, 104, and 108%, respectively compared with 9 mM N treatment after 14 days of N treatment. In the leaf tissues of watermelon grown under low N conditions, 9598 genes were differentially expressed, out of which 4533 genes (47.22%) were up-regulated whereas, 5065 genes (52.78%) were down-regulated compared with high N. Similarly in the root tissues, 3956 genes were differentially expressed, out of which 1605 genes were up-regulated (40.57%) and 2351 genes were down-regulated (59.43%), compared with high N. Our results suggest that leaf tissues are more sensitive to N deficiency compared with root tissues. The gene ontology (GO) analysis showed that the availability of N significantly affected 19 biological processes, 8 cell component metabolic pathways, and 3 molecular functions in the leaves; and 13 biological processes, 12 molecular functions, and 5 cell component metabolic pathways in the roots of watermelon. The low affinity nitrate transporters, high affinity nitrate transporters, ammonium transporters, genes related with nitrogen assimilation, and chlorophyll and photosynthesis were expressed differentially in response to low N. Three nitrate transporters (Cla010066, Cla009721, Cla012765) substantially responded to low nitrate supply in the root and leaf tissues. Additionally, a large number of transcription factors (1365) were involved in adaptation to low N availability. The major transcription factor families identified in this study includes MYB, AP2-EREBP, bHLH, C2H2 and NAC. CONCLUSION: Candidate genes identified in this study for nitrate uptake and transport can be targeted and utilized for further studies in watermelon breeding and improvement programs to improve N uptake and utilization efficiency. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4856-x) contains supplementary material, which is available to authorized users. BioMed Central 2018-06-13 /pmc/articles/PMC6001020/ /pubmed/29898660 http://dx.doi.org/10.1186/s12864-018-4856-x Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Nawaz, Muhammad Azher Chen, Chen Shireen, Fareeha Zheng, Zhuhua Sohail, Hamza Afzal, Muhammad Ali, Muhammad Amjad Bie, Zhilong Huang, Yuan Genome-wide expression profiling of leaves and roots of watermelon in response to low nitrogen |
title | Genome-wide expression profiling of leaves and roots of watermelon in response to low nitrogen |
title_full | Genome-wide expression profiling of leaves and roots of watermelon in response to low nitrogen |
title_fullStr | Genome-wide expression profiling of leaves and roots of watermelon in response to low nitrogen |
title_full_unstemmed | Genome-wide expression profiling of leaves and roots of watermelon in response to low nitrogen |
title_short | Genome-wide expression profiling of leaves and roots of watermelon in response to low nitrogen |
title_sort | genome-wide expression profiling of leaves and roots of watermelon in response to low nitrogen |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6001020/ https://www.ncbi.nlm.nih.gov/pubmed/29898660 http://dx.doi.org/10.1186/s12864-018-4856-x |
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