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Metabolomic profiling of matured coconut water during post-harvest storage revealed discrimination and distinct changes in metabolites
The metabolites of coconut water stored at room temperature were analyzed using UPLC-MS/MS and multivariate statistical analysis to identify the differential biomarkers and metabolic pathways during post-harvest storage. Principal component analysis (PCA), partial least squares-discriminate analysis...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society of Chemistry
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9085607/ https://www.ncbi.nlm.nih.gov/pubmed/35548195 http://dx.doi.org/10.1039/c8ra04213f |
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author | Chen, Weijun Zhang, Guanfei Chen, Wenxue Zhong, Qiuping Chen, Haiming |
author_facet | Chen, Weijun Zhang, Guanfei Chen, Wenxue Zhong, Qiuping Chen, Haiming |
author_sort | Chen, Weijun |
collection | PubMed |
description | The metabolites of coconut water stored at room temperature were analyzed using UPLC-MS/MS and multivariate statistical analysis to identify the differential biomarkers and metabolic pathways during post-harvest storage. Principal component analysis (PCA), partial least squares-discriminate analysis (PLS-DA), and orthogonal projections to latent structures discriminant analysis (OPLS-DA) were employed to analyze the UPLC-MS/MS data set of 34 matured coconut water samples collected after 0, 1, 2, 3, 4, and 5 months of storage (MOS); moreover, the p-value and fold change were chosen to identify the differential biomarkers; furthermore, a KEGG pathway was applied to analyze the metabolic pathways. All samples were discriminated well in the OPLS-DA model and were divided into two clusters: groups A (0 MOS, and so on), B, C, and D were in one cluster, and groups E and F were in another. A total of 18 biomarkers were identified among all groups and 12 biomarkers between groups A and E, from which we concluded that the post-harvest storage life of matured coconut water shall not exceed 3 months and the pathways of the TCA cycle, protein hydrolysis from coconut meat, and interconversion among amino acids were mainly enriched during the post-harvest storage. |
format | Online Article Text |
id | pubmed-9085607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | The Royal Society of Chemistry |
record_format | MEDLINE/PubMed |
spelling | pubmed-90856072022-05-10 Metabolomic profiling of matured coconut water during post-harvest storage revealed discrimination and distinct changes in metabolites Chen, Weijun Zhang, Guanfei Chen, Wenxue Zhong, Qiuping Chen, Haiming RSC Adv Chemistry The metabolites of coconut water stored at room temperature were analyzed using UPLC-MS/MS and multivariate statistical analysis to identify the differential biomarkers and metabolic pathways during post-harvest storage. Principal component analysis (PCA), partial least squares-discriminate analysis (PLS-DA), and orthogonal projections to latent structures discriminant analysis (OPLS-DA) were employed to analyze the UPLC-MS/MS data set of 34 matured coconut water samples collected after 0, 1, 2, 3, 4, and 5 months of storage (MOS); moreover, the p-value and fold change were chosen to identify the differential biomarkers; furthermore, a KEGG pathway was applied to analyze the metabolic pathways. All samples were discriminated well in the OPLS-DA model and were divided into two clusters: groups A (0 MOS, and so on), B, C, and D were in one cluster, and groups E and F were in another. A total of 18 biomarkers were identified among all groups and 12 biomarkers between groups A and E, from which we concluded that the post-harvest storage life of matured coconut water shall not exceed 3 months and the pathways of the TCA cycle, protein hydrolysis from coconut meat, and interconversion among amino acids were mainly enriched during the post-harvest storage. The Royal Society of Chemistry 2018-09-06 /pmc/articles/PMC9085607/ /pubmed/35548195 http://dx.doi.org/10.1039/c8ra04213f Text en This journal is © The Royal Society of Chemistry https://creativecommons.org/licenses/by-nc/3.0/ |
spellingShingle | Chemistry Chen, Weijun Zhang, Guanfei Chen, Wenxue Zhong, Qiuping Chen, Haiming Metabolomic profiling of matured coconut water during post-harvest storage revealed discrimination and distinct changes in metabolites |
title | Metabolomic profiling of matured coconut water during post-harvest storage revealed discrimination and distinct changes in metabolites |
title_full | Metabolomic profiling of matured coconut water during post-harvest storage revealed discrimination and distinct changes in metabolites |
title_fullStr | Metabolomic profiling of matured coconut water during post-harvest storage revealed discrimination and distinct changes in metabolites |
title_full_unstemmed | Metabolomic profiling of matured coconut water during post-harvest storage revealed discrimination and distinct changes in metabolites |
title_short | Metabolomic profiling of matured coconut water during post-harvest storage revealed discrimination and distinct changes in metabolites |
title_sort | metabolomic profiling of matured coconut water during post-harvest storage revealed discrimination and distinct changes in metabolites |
topic | Chemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9085607/ https://www.ncbi.nlm.nih.gov/pubmed/35548195 http://dx.doi.org/10.1039/c8ra04213f |
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