Identification of key phenolic compounds responsible for antioxidant activities of free and bound fractions of blackberry varieties' extracts by boosted regression trees
2021
Gong, Er Sheng | Li, Bin | Li, Binxu | Podio, Natalia Soledad | Chen, Hongyu | Li, Tong | Sun, Xiyun | Gao, Ningxuan | Wu, Wenlong | Yang, Tianran | Xin, Guang | Tian, Jinlong | Si, Xu | Liu, Changjiang | Zhang, Jiyue | Liu, Rui Hai
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.
Show more [+] Less [-]Fil: Gong, Er Sheng. Gannan Medical University; China
Show more [+] Less [-]Fil: Li, Bin. Shenyang Agricultural University; China
Show more [+] Less [-]Fil: Li, Binxu. Shenyang Agricultural University; China
Show more [+] Less [-]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
Show more [+] Less [-]Fil: Chen, Hongyu. Shanghai Academy Of Agricultural Science; China
Show more [+] Less [-]Fil: Li, Tong. Cornell University; Estados Unidos
Show more [+] Less [-]Fil: Sun, Xiyun. Shenyang Agricultural University; China
Show more [+] Less [-]Fil: Gao, Ningxuan. Shenyang Agricultural University; China
Show more [+] Less [-]Fil: Wu, Wenlong. Jiangsu Province And Chinese Academy Of Sciences; China
Show more [+] Less [-]Fil: Yang, Tianran. South China University Of Technology; China
Show more [+] Less [-]Fil: Xin, Guang. Shenyang Agricultural University; China
Show more [+] Less [-]Fil: Tian, Jinlong. Shenyang Agricultural University; China
Show more [+] Less [-]Fil: Si, Xu. Shenyang Agricultural University; China
Show more [+] Less [-]Fil: Liu, Changjiang. Shenyang Agricultural University; China
Show more [+] Less [-]Fil: Zhang, Jiyue. Shenyang Agricultural University; China
Show more [+] Less [-]Fil: Liu, Rui Hai. Cornell University. Department of Food Science & Technology; Estados Unidos
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