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dc.contributor.author
Gong, Er Sheng  
dc.contributor.author
Li, Bin  
dc.contributor.author
Li, Binxu  
dc.contributor.author
Podio, Natalia Soledad  
dc.contributor.author
Chen, Hongyu  
dc.contributor.author
Li, Tong  
dc.contributor.author
Sun, Xiyun  
dc.contributor.author
Gao, Ningxuan  
dc.contributor.author
Wu, Wenlong  
dc.contributor.author
Yang, Tianran  
dc.contributor.author
Xin, Guang  
dc.contributor.author
Tian, Jinlong  
dc.contributor.author
Si, Xu  
dc.contributor.author
Liu, Changjiang  
dc.contributor.author
Zhang, Jiyue  
dc.contributor.author
Liu, Rui Hai  
dc.date.available
2022-12-16T12:37:22Z  
dc.date.issued
2021-07-24  
dc.identifier.citation
Gong, Er Sheng; Li, Bin; Li, Binxu; Podio, Natalia Soledad; Chen, Hongyu; et al.; Identification of key phenolic compounds responsible for antioxidant activities of free and bound fractions of blackberry varieties' extracts by boosted regression trees; John Wiley & Sons Ltd; Journal of the Science of Food and Agriculture; 102; 3; 24-7-2021; 984-994  
dc.identifier.issn
0022-5142  
dc.identifier.uri
http://hdl.handle.net/11336/181481  
dc.description.abstract
Free fractions of different blackberry varieties extracts are high in phenolic compounds with antioxidant activities. However, the phenolic profiles and antioxidant activities against peroxyl radicals of bound fractions of different blackberry varieties extracts have not been previously reported. In addition, what are the key antioxidant phenolic compounds in free and bound fractions of blackberry extracts remain unknown. The present study aimed to investigate the phenolic profiles and antioxidant activities of free and bound fractions of eight blackberry varieties extracts and reveal the key antioxidant phenolic compounds by boosted regression trees.Results: Fifteen phenolics (three anthocyanins, four flavonols, three phenolic acids, two proanthocyanidins, and three ellagitannins) were identified in blackberry by UPLC-Q-TOF-MS. Ferulic acid, ellagic acid, procyanidin C1, kaempferol-O-hexoside, ellagitannins hex, and gallic acid were major bound phenolics. Bound fractions of eight blackberry varieties extracts were high in phenolics and showed great antioxidant activity. Boosted regression trees analysis showed that cyanidin-3-O-glucoside and chlorogenic acid were the most significant compounds, contributing 48.4 % and 15.9 % to the antioxidant activity of free fraction, respectively. Ferulic acid was the mostsignificant antioxidant compound in bound fraction with a contribution of 61.5%. Principal component analysis showed that Kiowa was the best among the eight varieties due to its phenolic profile and antioxidant activity.Conclusion: It was concluded that blackberry varieties contained high amounts of bound phenolics, which confer health benefits through reducing oxidative stress. Ferulic acid was key compound to explain the antioxidant activities of bound fractions.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
John Wiley & Sons Ltd  
dc.rights
info:eu-repo/semantics/restrictedAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
Blackberry  
dc.subject
Phenolics  
dc.subject
Anthocyanins  
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Antioxidant activity  
dc.subject
Boosted regression trees  
dc.subject.classification
Química Analítica  
dc.subject.classification
Ciencias Químicas  
dc.subject.classification
CIENCIAS NATURALES Y EXACTAS  
dc.title
Identification of key phenolic compounds responsible for antioxidant activities of free and bound fractions of blackberry varieties' extracts by boosted regression trees  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2022-09-21T15:14:51Z  
dc.identifier.eissn
1097-0010  
dc.journal.volume
102  
dc.journal.number
3  
dc.journal.pagination
984-994  
dc.journal.pais
Reino Unido  
dc.journal.ciudad
Londres  
dc.description.fil
Fil: Gong, Er Sheng. Gannan Medical University; China  
dc.description.fil
Fil: Li, Bin. Shenyang Agricultural University; China  
dc.description.fil
Fil: Li, Binxu. Shenyang Agricultural University; China  
dc.description.fil
Fil: Podio, Natalia Soledad. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Ciencia y Tecnología de Alimentos Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Instituto de Ciencia y Tecnología de Alimentos Córdoba; Argentina  
dc.description.fil
Fil: Chen, Hongyu. Shanghai Academy Of Agricultural Science; China  
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Fil: Li, Tong. Cornell University; Estados Unidos  
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Fil: Sun, Xiyun. Shenyang Agricultural University; China  
dc.description.fil
Fil: Gao, Ningxuan. Shenyang Agricultural University; China  
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Fil: Wu, Wenlong. Jiangsu Province And Chinese Academy Of Sciences; China  
dc.description.fil
Fil: Yang, Tianran. South China University Of Technology; China  
dc.description.fil
Fil: Xin, Guang. Shenyang Agricultural University; China  
dc.description.fil
Fil: Tian, Jinlong. Shenyang Agricultural University; China  
dc.description.fil
Fil: Si, Xu. Shenyang Agricultural University; China  
dc.description.fil
Fil: Liu, Changjiang. Shenyang Agricultural University; China  
dc.description.fil
Fil: Zhang, Jiyue. Shenyang Agricultural University; China  
dc.description.fil
Fil: Liu, Rui Hai. Cornell University. Department of Food Science & Technology; Estados Unidos  
dc.journal.title
Journal of the Science of Food and Agriculture  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1002/jsfa.11432  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://onlinelibrary.wiley.com/doi/10.1002/jsfa.11432