Untargeted Metabolomics and Antioxidant Capacities of Muscadine Grape Genotypes during Berry Development

被引:25
作者
Darwish, Ahmed G. [1 ,2 ]
Das, Protiva Rani [1 ,3 ]
Ismail, Ahmed [1 ,4 ]
Gajjar, Pranavkumar [1 ]
Balasubramani, Subramani Paranthaman [1 ,5 ]
Sheikh, Mehboob B. [1 ]
Tsolova, Violeta [1 ]
Sherif, Sherif M. [3 ]
El-Sharkawy, Islam [1 ]
机构
[1] Florida A&M Univ, Coll Agr & Food Sci, Ctr Viticulture & Small Fruit Res, Tallahassee, FL 32308 USA
[2] Minia Univ, Dept Biochem, Fac Agr, Al Minya 61519, Egypt
[3] Virginia Tech, Sch Plant & Environm Sci, Alson H Smith Jr Agr Res & Extens Ctr, Winchester, VA 22602 USA
[4] Damanhour Univ, Dept Hort, Fac Agr, Damanhour 22516, Egypt
[5] Albany State Univ, Dept Nat Sci, Albany, GA 31707 USA
基金
美国食品与农业研究所;
关键词
developmental stages; metabolomics; muscadine genotypes; nutritional biomarkers; VITIS-ROTUNDIFOLIA; GREEN TEA; PHENOLIC-COMPOUNDS; EXTRACTS; ACID; SKIN; DERIVATIVES; ANTICANCER; INHIBITION; VARIETIES;
D O I
10.3390/antiox10060914
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Three muscadine grape genotypes (Muscadinia rotundifolia (Michx.) Small) were evaluated for their metabolite profiling and antioxidant activities at different berry developmental stages. A total of 329 metabolites were identified using UPLC-TOF-MS analysis (Ultimate 3000LC combined with Q Exactive MS and screened with ESI-MS) in muscadine genotypes throughout different developmental stages. Untargeted metabolomics study revealed the dominant chemical groups as amino acids, organic acids, sugars, and phenolics. Principal component analysis indicated that developmental stages rather than genotypes could explain the variations among the metabolic profiles of muscadine berries. For instance, catechin, epicatechin-3-gallate, and gallic acid were more accumulated in ripening seeds (RIP-S). However, tartaric acid and malonic acid were more abundant during the fruit-set (FS) stage, and malic acid was more abundant in the veraison (V) stage. The variable importance in the projection (VIP > 0.5) in partial least-squares-discriminant analysis described 27 biomarker compounds, representing the muscadine berry metabolome profiles. A heatmap of Pearson's correlation analysis between the 27 biomarker compounds and antioxidant activities was able to identify nine antioxidant determinants; among them, gallic acid, 4-acetamidobutanoic acid, trehalose, catechine, and epicatechin-3-gallate displayed the highest correlations with different types of antioxidant activities. For instance, DPPH and FRAP conferred a similar antioxidant activity pattern and were highly correlated with gallic acid and 4-acetamidobutanoic acid. This comprehensive study of the metabolomics and antioxidant activities of muscadine berries at different developmental stages is of great reference value for the plant, food, pharmaceutical, and nutraceutical sectors.
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页数:19
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