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Discovery of A-type procyanidin dimers in yellow raspberries by untargeted metabolomics and correlation based data analysis

INTRODUCTION: Raspberries are becoming increasingly popular due to their reported health beneficial properties. Despite the presence of only trace amounts of anthocyanins, yellow varieties seems to show similar or better effects in comparison to conventional raspberries. OBJECTIVES: The aim of this...

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Autores principales: Carvalho, Elisabete, Franceschi, Pietro, Feller, Antje, Herrera, Lorena, Palmieri, Luisa, Arapitsas, Panagiotis, Riccadonna, Samantha, Martens, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5047924/
https://www.ncbi.nlm.nih.gov/pubmed/27547172
http://dx.doi.org/10.1007/s11306-016-1090-x
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author Carvalho, Elisabete
Franceschi, Pietro
Feller, Antje
Herrera, Lorena
Palmieri, Luisa
Arapitsas, Panagiotis
Riccadonna, Samantha
Martens, Stefan
author_facet Carvalho, Elisabete
Franceschi, Pietro
Feller, Antje
Herrera, Lorena
Palmieri, Luisa
Arapitsas, Panagiotis
Riccadonna, Samantha
Martens, Stefan
author_sort Carvalho, Elisabete
collection PubMed
description INTRODUCTION: Raspberries are becoming increasingly popular due to their reported health beneficial properties. Despite the presence of only trace amounts of anthocyanins, yellow varieties seems to show similar or better effects in comparison to conventional raspberries. OBJECTIVES: The aim of this work is to characterize the metabolic differences between red and yellow berries, focussing on the compounds showing a higher concentration in yellow varieties. METHODS: The metabolomic profile of 13 red and 12 yellow raspberries (of different varieties, locations and collection dates) was determined by UPLC–TOF-MS. A novel approach based on Pearson correlation on the extracted ion chromatograms was implemented to extract the pseudospectra of the most relevant biomarkers from high energy LC–MS runs. The raw data will be made publicly available on MetaboLights (MTBLS333). RESULTS: Among the metabolites showing higher concentration in yellow raspberries it was possible to identify a series of compounds showing a pseudospectrum similar to that of A-type procyanidin polymers. The annotation of this group of compounds was confirmed by specific MS/MS experiments and performing standard injections. CONCLUSIONS: In berries lacking anthocyanins the polyphenol metabolism might be shifted to the formation of a novel class of A-type procyanidin polymers. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s11306-016-1090-x) contains supplementary material, which is available to authorized users.
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spelling pubmed-50479242016-10-18 Discovery of A-type procyanidin dimers in yellow raspberries by untargeted metabolomics and correlation based data analysis Carvalho, Elisabete Franceschi, Pietro Feller, Antje Herrera, Lorena Palmieri, Luisa Arapitsas, Panagiotis Riccadonna, Samantha Martens, Stefan Metabolomics Original Article INTRODUCTION: Raspberries are becoming increasingly popular due to their reported health beneficial properties. Despite the presence of only trace amounts of anthocyanins, yellow varieties seems to show similar or better effects in comparison to conventional raspberries. OBJECTIVES: The aim of this work is to characterize the metabolic differences between red and yellow berries, focussing on the compounds showing a higher concentration in yellow varieties. METHODS: The metabolomic profile of 13 red and 12 yellow raspberries (of different varieties, locations and collection dates) was determined by UPLC–TOF-MS. A novel approach based on Pearson correlation on the extracted ion chromatograms was implemented to extract the pseudospectra of the most relevant biomarkers from high energy LC–MS runs. The raw data will be made publicly available on MetaboLights (MTBLS333). RESULTS: Among the metabolites showing higher concentration in yellow raspberries it was possible to identify a series of compounds showing a pseudospectrum similar to that of A-type procyanidin polymers. The annotation of this group of compounds was confirmed by specific MS/MS experiments and performing standard injections. CONCLUSIONS: In berries lacking anthocyanins the polyphenol metabolism might be shifted to the formation of a novel class of A-type procyanidin polymers. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s11306-016-1090-x) contains supplementary material, which is available to authorized users. Springer US 2016-08-08 2016 /pmc/articles/PMC5047924/ /pubmed/27547172 http://dx.doi.org/10.1007/s11306-016-1090-x Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Carvalho, Elisabete
Franceschi, Pietro
Feller, Antje
Herrera, Lorena
Palmieri, Luisa
Arapitsas, Panagiotis
Riccadonna, Samantha
Martens, Stefan
Discovery of A-type procyanidin dimers in yellow raspberries by untargeted metabolomics and correlation based data analysis
title Discovery of A-type procyanidin dimers in yellow raspberries by untargeted metabolomics and correlation based data analysis
title_full Discovery of A-type procyanidin dimers in yellow raspberries by untargeted metabolomics and correlation based data analysis
title_fullStr Discovery of A-type procyanidin dimers in yellow raspberries by untargeted metabolomics and correlation based data analysis
title_full_unstemmed Discovery of A-type procyanidin dimers in yellow raspberries by untargeted metabolomics and correlation based data analysis
title_short Discovery of A-type procyanidin dimers in yellow raspberries by untargeted metabolomics and correlation based data analysis
title_sort discovery of a-type procyanidin dimers in yellow raspberries by untargeted metabolomics and correlation based data analysis
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5047924/
https://www.ncbi.nlm.nih.gov/pubmed/27547172
http://dx.doi.org/10.1007/s11306-016-1090-x
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