Nitrate Regulates Maize Root Transcriptome through Nitric Oxide Dependent and Independent Mechanisms

Maize root responds to nitrate by modulating its development through the coordinated action of many interacting players. Nitric oxide is produced in primary root early after the nitrate provision, thus inducing root elongation. In this study, RNA sequencing was applied to discover the main molecular...

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Main Authors: Laura Ravazzolo, Sara Trevisan, Silvia Iori, Cristian Forestan, Mario Malagoli, Silvia Quaggiotti
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/22/17/9527
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spelling doaj-4ba12e715e214a4392291111549ab3f52021-09-09T13:48:28ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-09-01229527952710.3390/ijms22179527Nitrate Regulates Maize Root Transcriptome through Nitric Oxide Dependent and Independent MechanismsLaura Ravazzolo0Sara Trevisan1Silvia Iori2Cristian Forestan3Mario Malagoli4Silvia Quaggiotti5Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padua, Viale dell’Università 16, 35020 Legnaro, ItalyDepartment of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padua, Viale dell’Università 16, 35020 Legnaro, ItalyDepartment of Comparative Biomedicine and Food Science (BCA), University of Padua, Viale dell’Università 16, 35020 Legnaro, ItalyDepartment of Agricultural and Food Sciences (DISTAL), University of Bologna, Viale Fanin 44, 40127 Bologna, ItalyDepartment of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padua, Viale dell’Università 16, 35020 Legnaro, ItalyDepartment of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padua, Viale dell’Università 16, 35020 Legnaro, ItalyMaize root responds to nitrate by modulating its development through the coordinated action of many interacting players. Nitric oxide is produced in primary root early after the nitrate provision, thus inducing root elongation. In this study, RNA sequencing was applied to discover the main molecular signatures distinguishing the response of maize root to nitrate according to their dependency on, or independency of, nitric oxide, thus discriminating the signaling pathways regulated by nitrate through nitric oxide from those regulated by nitrate itself of by further downstream factors. A set of subsequent detailed functional annotation tools (Gene Ontology enrichment, MapMan, KEGG reconstruction pathway, transcription factors detection) were used to gain further information and the lateral root density was measured both in the presence of nitrate and in the presence of nitrate plus cPTIO, a specific NO scavenger, and compared to that observed for N-depleted roots. Our results led us to identify six clusters of transcripts according to their responsiveness to nitric oxide and to their regulation by nitrate provision. In general, shared and specific features for the six clusters were identified, allowing us to determine the overall root response to nitrate according to its dependency on nitric oxide.https://www.mdpi.com/1422-0067/22/17/9527maizenitratenitric oxiderootsignalingtranscriptome
collection DOAJ
language English
format Article
sources DOAJ
author Laura Ravazzolo
Sara Trevisan
Silvia Iori
Cristian Forestan
Mario Malagoli
Silvia Quaggiotti
spellingShingle Laura Ravazzolo
Sara Trevisan
Silvia Iori
Cristian Forestan
Mario Malagoli
Silvia Quaggiotti
Nitrate Regulates Maize Root Transcriptome through Nitric Oxide Dependent and Independent Mechanisms
International Journal of Molecular Sciences
maize
nitrate
nitric oxide
root
signaling
transcriptome
author_facet Laura Ravazzolo
Sara Trevisan
Silvia Iori
Cristian Forestan
Mario Malagoli
Silvia Quaggiotti
author_sort Laura Ravazzolo
title Nitrate Regulates Maize Root Transcriptome through Nitric Oxide Dependent and Independent Mechanisms
title_short Nitrate Regulates Maize Root Transcriptome through Nitric Oxide Dependent and Independent Mechanisms
title_full Nitrate Regulates Maize Root Transcriptome through Nitric Oxide Dependent and Independent Mechanisms
title_fullStr Nitrate Regulates Maize Root Transcriptome through Nitric Oxide Dependent and Independent Mechanisms
title_full_unstemmed Nitrate Regulates Maize Root Transcriptome through Nitric Oxide Dependent and Independent Mechanisms
title_sort nitrate regulates maize root transcriptome through nitric oxide dependent and independent mechanisms
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2021-09-01
description Maize root responds to nitrate by modulating its development through the coordinated action of many interacting players. Nitric oxide is produced in primary root early after the nitrate provision, thus inducing root elongation. In this study, RNA sequencing was applied to discover the main molecular signatures distinguishing the response of maize root to nitrate according to their dependency on, or independency of, nitric oxide, thus discriminating the signaling pathways regulated by nitrate through nitric oxide from those regulated by nitrate itself of by further downstream factors. A set of subsequent detailed functional annotation tools (Gene Ontology enrichment, MapMan, KEGG reconstruction pathway, transcription factors detection) were used to gain further information and the lateral root density was measured both in the presence of nitrate and in the presence of nitrate plus cPTIO, a specific NO scavenger, and compared to that observed for N-depleted roots. Our results led us to identify six clusters of transcripts according to their responsiveness to nitric oxide and to their regulation by nitrate provision. In general, shared and specific features for the six clusters were identified, allowing us to determine the overall root response to nitrate according to its dependency on nitric oxide.
topic maize
nitrate
nitric oxide
root
signaling
transcriptome
url https://www.mdpi.com/1422-0067/22/17/9527
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