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Transcriptome profiling of barley in response to mineral and organic fertilizers

BACKGROUND: Nitrogen is very important for crop yield and quality. Crop producers face the challenge of reducing the use of mineral nitrogen while maintaining food security and other ecosystem services. The first step towards understanding the metabolic responses that could be used to improve nitrog...

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Autores principales: Esmaeilzadeh-Salestani, Keyvan, Tohidfar, Masoud, Ghanbari Moheb Seraj, Rahele, Khaleghdoust, Banafsheh, Keres, Indrek, Marawne, Hashem, Loit, Evelin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186687/
https://www.ncbi.nlm.nih.gov/pubmed/37193945
http://dx.doi.org/10.1186/s12870-023-04263-2
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author Esmaeilzadeh-Salestani, Keyvan
Tohidfar, Masoud
Ghanbari Moheb Seraj, Rahele
Khaleghdoust, Banafsheh
Keres, Indrek
Marawne, Hashem
Loit, Evelin
author_facet Esmaeilzadeh-Salestani, Keyvan
Tohidfar, Masoud
Ghanbari Moheb Seraj, Rahele
Khaleghdoust, Banafsheh
Keres, Indrek
Marawne, Hashem
Loit, Evelin
author_sort Esmaeilzadeh-Salestani, Keyvan
collection PubMed
description BACKGROUND: Nitrogen is very important for crop yield and quality. Crop producers face the challenge of reducing the use of mineral nitrogen while maintaining food security and other ecosystem services. The first step towards understanding the metabolic responses that could be used to improve nitrogen use efficiency is to identify the genes that are up- or downregulated under treatment with different forms and rates of nitrogen. We conducted a transcriptome analysis of barley (Hordeum vulgare L.) cv. Anni grown in a field experiment in 2019. The objective was to compare the effects of organic (cattle manure) and mineral nitrogen (NH4NO3; 0, 40, 80 kg N ha(−1)) fertilizers on gene activity at anthesis (BBCH60) and to associate the genes that were differentially expressed between treatment groups with metabolic pathways and biological functions. RESULTS: The highest number of differentially expressed genes (8071) was found for the treatment with the highest mineral nitrogen rate. This number was 2.6 times higher than that for the group treated with a low nitrogen rate. The lowest number (500) was for the manure treatment group. Upregulated pathways in the mineral fertilizer treatment groups included biosynthesis of amino acids and ribosomal pathways. Downregulated pathways included starch and sucrose metabolism when mineral nitrogen was supplied at lower rates and carotenoid biosynthesis and phosphatidylinositol signaling at higher mineral nitrogen rates. The organic treatment group had the highest number of downregulated genes, with phenylpropanoid biosynthesis being the most significantly enriched pathway for these genes. Genes involved in starch and sucrose metabolism and plant-pathogen interaction pathways were enriched in the organic treatment group compared with the control treatment group receiving no nitrogen input. CONCLUSION: These findings indicate stronger responses of genes to mineral fertilizers, probably because the slow and gradual decomposition of organic fertilizers means that less nitrogen is provided. These data contribute to our understanding of the genetic regulation of barley growth under field conditions. Identification of pathways affected by different nitrogen rates and forms under field conditions could help in the development of more sustainable cropping practices and guide breeders to create varieties with low nitrogen input requirements. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-023-04263-2.
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spelling pubmed-101866872023-05-17 Transcriptome profiling of barley in response to mineral and organic fertilizers Esmaeilzadeh-Salestani, Keyvan Tohidfar, Masoud Ghanbari Moheb Seraj, Rahele Khaleghdoust, Banafsheh Keres, Indrek Marawne, Hashem Loit, Evelin BMC Plant Biol Research BACKGROUND: Nitrogen is very important for crop yield and quality. Crop producers face the challenge of reducing the use of mineral nitrogen while maintaining food security and other ecosystem services. The first step towards understanding the metabolic responses that could be used to improve nitrogen use efficiency is to identify the genes that are up- or downregulated under treatment with different forms and rates of nitrogen. We conducted a transcriptome analysis of barley (Hordeum vulgare L.) cv. Anni grown in a field experiment in 2019. The objective was to compare the effects of organic (cattle manure) and mineral nitrogen (NH4NO3; 0, 40, 80 kg N ha(−1)) fertilizers on gene activity at anthesis (BBCH60) and to associate the genes that were differentially expressed between treatment groups with metabolic pathways and biological functions. RESULTS: The highest number of differentially expressed genes (8071) was found for the treatment with the highest mineral nitrogen rate. This number was 2.6 times higher than that for the group treated with a low nitrogen rate. The lowest number (500) was for the manure treatment group. Upregulated pathways in the mineral fertilizer treatment groups included biosynthesis of amino acids and ribosomal pathways. Downregulated pathways included starch and sucrose metabolism when mineral nitrogen was supplied at lower rates and carotenoid biosynthesis and phosphatidylinositol signaling at higher mineral nitrogen rates. The organic treatment group had the highest number of downregulated genes, with phenylpropanoid biosynthesis being the most significantly enriched pathway for these genes. Genes involved in starch and sucrose metabolism and plant-pathogen interaction pathways were enriched in the organic treatment group compared with the control treatment group receiving no nitrogen input. CONCLUSION: These findings indicate stronger responses of genes to mineral fertilizers, probably because the slow and gradual decomposition of organic fertilizers means that less nitrogen is provided. These data contribute to our understanding of the genetic regulation of barley growth under field conditions. Identification of pathways affected by different nitrogen rates and forms under field conditions could help in the development of more sustainable cropping practices and guide breeders to create varieties with low nitrogen input requirements. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-023-04263-2. BioMed Central 2023-05-16 /pmc/articles/PMC10186687/ /pubmed/37193945 http://dx.doi.org/10.1186/s12870-023-04263-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Esmaeilzadeh-Salestani, Keyvan
Tohidfar, Masoud
Ghanbari Moheb Seraj, Rahele
Khaleghdoust, Banafsheh
Keres, Indrek
Marawne, Hashem
Loit, Evelin
Transcriptome profiling of barley in response to mineral and organic fertilizers
title Transcriptome profiling of barley in response to mineral and organic fertilizers
title_full Transcriptome profiling of barley in response to mineral and organic fertilizers
title_fullStr Transcriptome profiling of barley in response to mineral and organic fertilizers
title_full_unstemmed Transcriptome profiling of barley in response to mineral and organic fertilizers
title_short Transcriptome profiling of barley in response to mineral and organic fertilizers
title_sort transcriptome profiling of barley in response to mineral and organic fertilizers
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186687/
https://www.ncbi.nlm.nih.gov/pubmed/37193945
http://dx.doi.org/10.1186/s12870-023-04263-2
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