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Metabolomic analysis with GC-MS to reveal potential metabolites and biological pathways involved in Pb & Cd stress response of radish roots

The radish (Raphanus sativus L.) is an important root vegetable crop. In this study, the metabolite profiling analysis of radish roots exposed to lead (Pb) and cadmium (Cd) stresses has been performed using gas chromatography-mass spectrometry (GC-MS). The score plots of principal component analysis...

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Autores principales: Wang, Yan, Xu, Liang, Shen, Hong, Wang, Juanjuan, Liu, Wei, Zhu, Xianwen, Wang, Ronghua, Sun, Xiaochuan, Liu, Liwang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4682141/
https://www.ncbi.nlm.nih.gov/pubmed/26673153
http://dx.doi.org/10.1038/srep18296
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author Wang, Yan
Xu, Liang
Shen, Hong
Wang, Juanjuan
Liu, Wei
Zhu, Xianwen
Wang, Ronghua
Sun, Xiaochuan
Liu, Liwang
author_facet Wang, Yan
Xu, Liang
Shen, Hong
Wang, Juanjuan
Liu, Wei
Zhu, Xianwen
Wang, Ronghua
Sun, Xiaochuan
Liu, Liwang
author_sort Wang, Yan
collection PubMed
description The radish (Raphanus sativus L.) is an important root vegetable crop. In this study, the metabolite profiling analysis of radish roots exposed to lead (Pb) and cadmium (Cd) stresses has been performed using gas chromatography-mass spectrometry (GC-MS). The score plots of principal component analysis (PCA) and partial least squares-discriminate analysis (PLS-DA) showed clear discrimination between control and Pb- or Cd-treated samples. The metabolic profiling indicated Pb or Cd stress could cause large metabolite alteration mainly on sugars, amino acids and organic acids. Furthermore, an integrated analysis of the effects of Pb or Cd stress was performed on the levels of metabolites and gene transcripts from our previous transcriptome work in radish roots. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of integration data demonstrated that exposure of radish to Pb stress resulted in profound biochemical changes including carbohydrate metabolism, energy metabolism and glutathione metabolism, while the treatment of Cd stress caused significant variations in energy production, amino acid metabolism and oxidative phosphorylation-related pathways. These results would facilitate further dissection of the mechanisms of heavy metal (HM) accumulation/tolerance in plants and the effective management of HM contamination in vegetable crops by genetic manipulation.
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spelling pubmed-46821412015-12-18 Metabolomic analysis with GC-MS to reveal potential metabolites and biological pathways involved in Pb & Cd stress response of radish roots Wang, Yan Xu, Liang Shen, Hong Wang, Juanjuan Liu, Wei Zhu, Xianwen Wang, Ronghua Sun, Xiaochuan Liu, Liwang Sci Rep Article The radish (Raphanus sativus L.) is an important root vegetable crop. In this study, the metabolite profiling analysis of radish roots exposed to lead (Pb) and cadmium (Cd) stresses has been performed using gas chromatography-mass spectrometry (GC-MS). The score plots of principal component analysis (PCA) and partial least squares-discriminate analysis (PLS-DA) showed clear discrimination between control and Pb- or Cd-treated samples. The metabolic profiling indicated Pb or Cd stress could cause large metabolite alteration mainly on sugars, amino acids and organic acids. Furthermore, an integrated analysis of the effects of Pb or Cd stress was performed on the levels of metabolites and gene transcripts from our previous transcriptome work in radish roots. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of integration data demonstrated that exposure of radish to Pb stress resulted in profound biochemical changes including carbohydrate metabolism, energy metabolism and glutathione metabolism, while the treatment of Cd stress caused significant variations in energy production, amino acid metabolism and oxidative phosphorylation-related pathways. These results would facilitate further dissection of the mechanisms of heavy metal (HM) accumulation/tolerance in plants and the effective management of HM contamination in vegetable crops by genetic manipulation. Nature Publishing Group 2015-12-17 /pmc/articles/PMC4682141/ /pubmed/26673153 http://dx.doi.org/10.1038/srep18296 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Wang, Yan
Xu, Liang
Shen, Hong
Wang, Juanjuan
Liu, Wei
Zhu, Xianwen
Wang, Ronghua
Sun, Xiaochuan
Liu, Liwang
Metabolomic analysis with GC-MS to reveal potential metabolites and biological pathways involved in Pb & Cd stress response of radish roots
title Metabolomic analysis with GC-MS to reveal potential metabolites and biological pathways involved in Pb & Cd stress response of radish roots
title_full Metabolomic analysis with GC-MS to reveal potential metabolites and biological pathways involved in Pb & Cd stress response of radish roots
title_fullStr Metabolomic analysis with GC-MS to reveal potential metabolites and biological pathways involved in Pb & Cd stress response of radish roots
title_full_unstemmed Metabolomic analysis with GC-MS to reveal potential metabolites and biological pathways involved in Pb & Cd stress response of radish roots
title_short Metabolomic analysis with GC-MS to reveal potential metabolites and biological pathways involved in Pb & Cd stress response of radish roots
title_sort metabolomic analysis with gc-ms to reveal potential metabolites and biological pathways involved in pb & cd stress response of radish roots
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4682141/
https://www.ncbi.nlm.nih.gov/pubmed/26673153
http://dx.doi.org/10.1038/srep18296
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