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Uncovering Pathways Highly Correlated to NUE through a Combined Metabolomics and Transcriptomics Approach in Eggplant
Nitrogen (N) fertilization is one of the main inputs to increase crop yield and food production. However, crops utilize only 30–40% of N applied; the remainder is leached into the soil, causing environmental and health damage. In this scenario, the improvement of nitrogen-use efficiency (NUE) will b...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8912549/ https://www.ncbi.nlm.nih.gov/pubmed/35270170 http://dx.doi.org/10.3390/plants11050700 |
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author | Mauceri, Antonio Aci, Meriem Miyassa Toppino, Laura Panda, Sayantan Meir, Sagit Mercati, Francesco Araniti, Fabrizio Lupini, Antonio Panuccio, Maria Rosaria Rotino, Giuseppe Leonardo Aharoni, Asaph Abenavoli, Maria Rosa Sunseri, Francesco |
author_facet | Mauceri, Antonio Aci, Meriem Miyassa Toppino, Laura Panda, Sayantan Meir, Sagit Mercati, Francesco Araniti, Fabrizio Lupini, Antonio Panuccio, Maria Rosaria Rotino, Giuseppe Leonardo Aharoni, Asaph Abenavoli, Maria Rosa Sunseri, Francesco |
author_sort | Mauceri, Antonio |
collection | PubMed |
description | Nitrogen (N) fertilization is one of the main inputs to increase crop yield and food production. However, crops utilize only 30–40% of N applied; the remainder is leached into the soil, causing environmental and health damage. In this scenario, the improvement of nitrogen-use efficiency (NUE) will be an essential strategy for sustainable agriculture. Here, we compared two pairs of NUE-contrasting eggplant (Solanum melongena L.) genotypes, employing GC-MS and UPLC-qTOF-MS-based technologies to determine the differential profiles of primary and secondary metabolites in root and shoot tissues, under N starvation as well as at short- and long-term N-limiting resupply. Firstly, differences in the primary metabolism pathways of shoots related to alanine, aspartate and glutamate; starch, sucrose and glycine; serine and threonine; and in secondary metabolites biosynthesis were detected. An integrated analysis between differentially accumulated metabolites and expressed transcripts highlighted a key role of glycine accumulation and the related glyA transcript in the N-use-efficient genotypes to cope with N-limiting stress. Interestingly, a correlation between both sucrose synthase (SUS)- and fructokinase (scrK)-transcript abundances, as well as D-glucose and D-fructose accumulation, appeared useful to distinguish the N-use-efficient genotypes. Furthermore, increased levels of L-aspartate and L-asparagine in the N-use-efficient genotypes at short-term low-N exposure were detected. Granule-bound starch synthase (WAXY) and endoglucanase (E3.2.1.4) downregulation at long-term N stress was observed. Therefore, genes and metabolites related to these pathways could be exploited to improve NUE in eggplant. |
format | Online Article Text |
id | pubmed-8912549 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89125492022-03-11 Uncovering Pathways Highly Correlated to NUE through a Combined Metabolomics and Transcriptomics Approach in Eggplant Mauceri, Antonio Aci, Meriem Miyassa Toppino, Laura Panda, Sayantan Meir, Sagit Mercati, Francesco Araniti, Fabrizio Lupini, Antonio Panuccio, Maria Rosaria Rotino, Giuseppe Leonardo Aharoni, Asaph Abenavoli, Maria Rosa Sunseri, Francesco Plants (Basel) Article Nitrogen (N) fertilization is one of the main inputs to increase crop yield and food production. However, crops utilize only 30–40% of N applied; the remainder is leached into the soil, causing environmental and health damage. In this scenario, the improvement of nitrogen-use efficiency (NUE) will be an essential strategy for sustainable agriculture. Here, we compared two pairs of NUE-contrasting eggplant (Solanum melongena L.) genotypes, employing GC-MS and UPLC-qTOF-MS-based technologies to determine the differential profiles of primary and secondary metabolites in root and shoot tissues, under N starvation as well as at short- and long-term N-limiting resupply. Firstly, differences in the primary metabolism pathways of shoots related to alanine, aspartate and glutamate; starch, sucrose and glycine; serine and threonine; and in secondary metabolites biosynthesis were detected. An integrated analysis between differentially accumulated metabolites and expressed transcripts highlighted a key role of glycine accumulation and the related glyA transcript in the N-use-efficient genotypes to cope with N-limiting stress. Interestingly, a correlation between both sucrose synthase (SUS)- and fructokinase (scrK)-transcript abundances, as well as D-glucose and D-fructose accumulation, appeared useful to distinguish the N-use-efficient genotypes. Furthermore, increased levels of L-aspartate and L-asparagine in the N-use-efficient genotypes at short-term low-N exposure were detected. Granule-bound starch synthase (WAXY) and endoglucanase (E3.2.1.4) downregulation at long-term N stress was observed. Therefore, genes and metabolites related to these pathways could be exploited to improve NUE in eggplant. MDPI 2022-03-04 /pmc/articles/PMC8912549/ /pubmed/35270170 http://dx.doi.org/10.3390/plants11050700 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Mauceri, Antonio Aci, Meriem Miyassa Toppino, Laura Panda, Sayantan Meir, Sagit Mercati, Francesco Araniti, Fabrizio Lupini, Antonio Panuccio, Maria Rosaria Rotino, Giuseppe Leonardo Aharoni, Asaph Abenavoli, Maria Rosa Sunseri, Francesco Uncovering Pathways Highly Correlated to NUE through a Combined Metabolomics and Transcriptomics Approach in Eggplant |
title | Uncovering Pathways Highly Correlated to NUE through a Combined Metabolomics and Transcriptomics Approach in Eggplant |
title_full | Uncovering Pathways Highly Correlated to NUE through a Combined Metabolomics and Transcriptomics Approach in Eggplant |
title_fullStr | Uncovering Pathways Highly Correlated to NUE through a Combined Metabolomics and Transcriptomics Approach in Eggplant |
title_full_unstemmed | Uncovering Pathways Highly Correlated to NUE through a Combined Metabolomics and Transcriptomics Approach in Eggplant |
title_short | Uncovering Pathways Highly Correlated to NUE through a Combined Metabolomics and Transcriptomics Approach in Eggplant |
title_sort | uncovering pathways highly correlated to nue through a combined metabolomics and transcriptomics approach in eggplant |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8912549/ https://www.ncbi.nlm.nih.gov/pubmed/35270170 http://dx.doi.org/10.3390/plants11050700 |
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