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A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil
Banana peels are well recognized as a source of important bioactive compounds, such as phenolics, carotenoids, biogenic amines, among others. As such, they have recently started to be used for industrial purposes. However, its composition seems to be strongly affected by biotic or abiotic ecological...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
De Gruyter
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6042810/ https://www.ncbi.nlm.nih.gov/pubmed/29236677 http://dx.doi.org/10.1515/jib-2017-0053 |
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author | Cardoso, Sara Maraschin, Marcelo Peruch, Luiz Augusto Martins Rocha, Miguel Pereira, Aline |
author_facet | Cardoso, Sara Maraschin, Marcelo Peruch, Luiz Augusto Martins Rocha, Miguel Pereira, Aline |
author_sort | Cardoso, Sara |
collection | PubMed |
description | Banana peels are well recognized as a source of important bioactive compounds, such as phenolics, carotenoids, biogenic amines, among others. As such, they have recently started to be used for industrial purposes. However, its composition seems to be strongly affected by biotic or abiotic ecological factors. Thus, this study aimed to investigate banana peels chemical composition, not only to get insights on eventual metabolic changes caused by the seasons, in southern Brazil, but also to identify the most relevant metabolites for these processes. To achieve this, a Nuclear magnetic resonance (NMR)-based metabolic profiling strategy was adopted, followed by chemometrics analysis, using the specmine package for the R environment, and metabolite identification. The results showed that the metabolomic approach adopted allowed identifying a series of primary and secondary metabolites in the aqueous extracts investigated. Besides, over the seasons the metabolic profiles of the banana peels showed to contain biologically active compounds relevant to the skin wound healing process, indicating the biotechnological potential of that raw material. |
format | Online Article Text |
id | pubmed-6042810 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | De Gruyter |
record_format | MEDLINE/PubMed |
spelling | pubmed-60428102019-01-28 A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil Cardoso, Sara Maraschin, Marcelo Peruch, Luiz Augusto Martins Rocha, Miguel Pereira, Aline J Integr Bioinform Original Articles Banana peels are well recognized as a source of important bioactive compounds, such as phenolics, carotenoids, biogenic amines, among others. As such, they have recently started to be used for industrial purposes. However, its composition seems to be strongly affected by biotic or abiotic ecological factors. Thus, this study aimed to investigate banana peels chemical composition, not only to get insights on eventual metabolic changes caused by the seasons, in southern Brazil, but also to identify the most relevant metabolites for these processes. To achieve this, a Nuclear magnetic resonance (NMR)-based metabolic profiling strategy was adopted, followed by chemometrics analysis, using the specmine package for the R environment, and metabolite identification. The results showed that the metabolomic approach adopted allowed identifying a series of primary and secondary metabolites in the aqueous extracts investigated. Besides, over the seasons the metabolic profiles of the banana peels showed to contain biologically active compounds relevant to the skin wound healing process, indicating the biotechnological potential of that raw material. De Gruyter 2017-12-13 /pmc/articles/PMC6042810/ /pubmed/29236677 http://dx.doi.org/10.1515/jib-2017-0053 Text en ©2017, Sara Cardoso et al., published by De Gruyter, Berlin/Boston http://creativecommons.org/licenses/by-nc-nd/3.0 This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License. |
spellingShingle | Original Articles Cardoso, Sara Maraschin, Marcelo Peruch, Luiz Augusto Martins Rocha, Miguel Pereira, Aline A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil |
title | A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil |
title_full | A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil |
title_fullStr | A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil |
title_full_unstemmed | A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil |
title_short | A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil |
title_sort | chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern brazil |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6042810/ https://www.ncbi.nlm.nih.gov/pubmed/29236677 http://dx.doi.org/10.1515/jib-2017-0053 |
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