Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water Deficiency

Detalhes bibliográficos
Autor(a) principal: Coutinho, Isabel D.
Data de Publicação: 2017
Outros Autores: Moraes, Tiago Bueno, Mertz-Henning, Liliane Marcia, Nepomuceno, Alexandre Lima, Giordani, Willian, Marcolino-Gomes, Juliana, Santagneli, Silvia, Colnago, Luiz Alberto
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1002/pca.2702
http://hdl.handle.net/11449/220882
Resumo: Introduction: Solid-state NMR (SSNMR) spectroscopy methods provide chemical environment and ultrastructural details that are not easily accessible by other non-destructive, high-resolution spectral techniques. High-resolution magic angle spinning (HR-MAS) has been widely used to obtain the metabolic profile of a heterogeneous sample, combining the resolution enhancement provided by MAS in SSNMR with the shimming and locking procedures in liquid-state NMR. Objective: In this work, we explored the feasibility of using the HR-MAS and SSNMR techniques to identify metabolic changes in soybean leaves subjected to water-deficient conditions. Methodology: Control and water-deficient soybean leaves were analysed using one-dimensional (1D) HR-MAS and SSNMR. Total RNA was extracted from the leaves for the transcriptomic analysis. Results: The 1H HR-MAS and CP-MAS 13C{1H} spectra of soybean leaves grown with and without water deficiency stress revealed striking differences in metabolites. A total of 30 metabolites were identified, and the impact of water deficiency on the metabolite profile of soybean leaves was to induce amino acid synthesis. High expression levels of genes required for amino acid biosynthesis were highly correlated with the compounds identified by 1H HR-MAS. Conclusions: The integration of the 1H HR-MAS and SSNMR spectra with the transcriptomic data provided a complete picture of the major changes in the metabolic profile of soybeans in response to water deficiency. Copyright © 2017 John Wiley & Sons, Ltd.
id UNSP_b7510ad184047b3fa3c5448552a02f58
oai_identifier_str oai:repositorio.unesp.br:11449/220882
network_acronym_str UNSP
network_name_str Repositório Institucional da UNESP
repository_id_str 2946
spelling Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water DeficiencyHR-MASmetabolic fingerprintingsoybeanSSNMRtranscriptomicIntroduction: Solid-state NMR (SSNMR) spectroscopy methods provide chemical environment and ultrastructural details that are not easily accessible by other non-destructive, high-resolution spectral techniques. High-resolution magic angle spinning (HR-MAS) has been widely used to obtain the metabolic profile of a heterogeneous sample, combining the resolution enhancement provided by MAS in SSNMR with the shimming and locking procedures in liquid-state NMR. Objective: In this work, we explored the feasibility of using the HR-MAS and SSNMR techniques to identify metabolic changes in soybean leaves subjected to water-deficient conditions. Methodology: Control and water-deficient soybean leaves were analysed using one-dimensional (1D) HR-MAS and SSNMR. Total RNA was extracted from the leaves for the transcriptomic analysis. Results: The 1H HR-MAS and CP-MAS 13C{1H} spectra of soybean leaves grown with and without water deficiency stress revealed striking differences in metabolites. A total of 30 metabolites were identified, and the impact of water deficiency on the metabolite profile of soybean leaves was to induce amino acid synthesis. High expression levels of genes required for amino acid biosynthesis were highly correlated with the compounds identified by 1H HR-MAS. Conclusions: The integration of the 1H HR-MAS and SSNMR spectra with the transcriptomic data provided a complete picture of the major changes in the metabolic profile of soybeans in response to water deficiency. Copyright © 2017 John Wiley & Sons, Ltd.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Embrapa Instrumentação, XV de Novembro, 1452, CentroEmbrapa Soja Rodovia Carlos João Strass, Distrito de WartaLondrina State University, Rodovia Celso Garcia Cid, Km 380Institute of Chemistry University of São Paulo State, Rua Prof. Francisco Degni, 55FAPESP: 2014/24006-0Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)Universidade Estadual de Londrina (UEL)Universidade de São Paulo (USP)Coutinho, Isabel D.Moraes, Tiago BuenoMertz-Henning, Liliane MarciaNepomuceno, Alexandre LimaGiordani, WillianMarcolino-Gomes, JulianaSantagneli, SilviaColnago, Luiz Alberto2022-04-28T19:06:38Z2022-04-28T19:06:38Z2017-11-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article529-540http://dx.doi.org/10.1002/pca.2702Phytochemical Analysis, v. 28, n. 6, p. 529-540, 2017.1099-15650958-0344http://hdl.handle.net/11449/22088210.1002/pca.27022-s2.0-85025107071Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengPhytochemical Analysisinfo:eu-repo/semantics/openAccess2022-04-28T19:06:38Zoai:repositorio.unesp.br:11449/220882Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T19:52:17.217305Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water Deficiency
title Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water Deficiency
spellingShingle Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water Deficiency
Coutinho, Isabel D.
HR-MAS
metabolic fingerprinting
soybean
SSNMR
transcriptomic
title_short Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water Deficiency
title_full Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water Deficiency
title_fullStr Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water Deficiency
title_full_unstemmed Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water Deficiency
title_sort Integrating High-Resolution and Solid-State Magic Angle Spinning NMR Spectroscopy and a Transcriptomic Analysis of Soybean Tissues in Response to Water Deficiency
author Coutinho, Isabel D.
author_facet Coutinho, Isabel D.
Moraes, Tiago Bueno
Mertz-Henning, Liliane Marcia
Nepomuceno, Alexandre Lima
Giordani, Willian
Marcolino-Gomes, Juliana
Santagneli, Silvia
Colnago, Luiz Alberto
author_role author
author2 Moraes, Tiago Bueno
Mertz-Henning, Liliane Marcia
Nepomuceno, Alexandre Lima
Giordani, Willian
Marcolino-Gomes, Juliana
Santagneli, Silvia
Colnago, Luiz Alberto
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
Universidade Estadual de Londrina (UEL)
Universidade de São Paulo (USP)
dc.contributor.author.fl_str_mv Coutinho, Isabel D.
Moraes, Tiago Bueno
Mertz-Henning, Liliane Marcia
Nepomuceno, Alexandre Lima
Giordani, Willian
Marcolino-Gomes, Juliana
Santagneli, Silvia
Colnago, Luiz Alberto
dc.subject.por.fl_str_mv HR-MAS
metabolic fingerprinting
soybean
SSNMR
transcriptomic
topic HR-MAS
metabolic fingerprinting
soybean
SSNMR
transcriptomic
description Introduction: Solid-state NMR (SSNMR) spectroscopy methods provide chemical environment and ultrastructural details that are not easily accessible by other non-destructive, high-resolution spectral techniques. High-resolution magic angle spinning (HR-MAS) has been widely used to obtain the metabolic profile of a heterogeneous sample, combining the resolution enhancement provided by MAS in SSNMR with the shimming and locking procedures in liquid-state NMR. Objective: In this work, we explored the feasibility of using the HR-MAS and SSNMR techniques to identify metabolic changes in soybean leaves subjected to water-deficient conditions. Methodology: Control and water-deficient soybean leaves were analysed using one-dimensional (1D) HR-MAS and SSNMR. Total RNA was extracted from the leaves for the transcriptomic analysis. Results: The 1H HR-MAS and CP-MAS 13C{1H} spectra of soybean leaves grown with and without water deficiency stress revealed striking differences in metabolites. A total of 30 metabolites were identified, and the impact of water deficiency on the metabolite profile of soybean leaves was to induce amino acid synthesis. High expression levels of genes required for amino acid biosynthesis were highly correlated with the compounds identified by 1H HR-MAS. Conclusions: The integration of the 1H HR-MAS and SSNMR spectra with the transcriptomic data provided a complete picture of the major changes in the metabolic profile of soybeans in response to water deficiency. Copyright © 2017 John Wiley & Sons, Ltd.
publishDate 2017
dc.date.none.fl_str_mv 2017-11-01
2022-04-28T19:06:38Z
2022-04-28T19:06:38Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1002/pca.2702
Phytochemical Analysis, v. 28, n. 6, p. 529-540, 2017.
1099-1565
0958-0344
http://hdl.handle.net/11449/220882
10.1002/pca.2702
2-s2.0-85025107071
url http://dx.doi.org/10.1002/pca.2702
http://hdl.handle.net/11449/220882
identifier_str_mv Phytochemical Analysis, v. 28, n. 6, p. 529-540, 2017.
1099-1565
0958-0344
10.1002/pca.2702
2-s2.0-85025107071
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Phytochemical Analysis
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 529-540
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1808129133071302656