Classification and prediction of free-radical scavenging activities of dangyuja (Citrus grandis Osbeck) fruit extracts using 1H NMR spectroscopy and multivariate statistical analysis

被引:30
作者
Cho, Somi K. [2 ]
Yang, Seung-Ok [1 ]
Kim, So-Hyun [1 ]
Kim, Hana [2 ]
Ko, Jeong Soon [2 ]
Riu, Key Zung [2 ]
Lee, Hyo-Yeon [3 ]
Choi, Hyung-Kyoon [1 ]
机构
[1] Chung Ang Univ, Coll Pharm, Seoul 156756, South Korea
[2] Jeju Natl Univ, Coll Appl Life Sci, Fac Biotechnol, Cheju 690756, South Korea
[3] Jeju Natl Univ, Res Inst Subtrop Agr & Biotechnol, Cheju 690756, South Korea
关键词
Classification; Prediction; Dangyuja (Citrus grandis Osbeck); H-1; NMR; PLS; ANTIOXIDANT ACTIVITY; COMBINATION; GROWTH; NMR;
D O I
10.1016/j.jpba.2008.11.037
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Different parts of dangyuja (Citrus grandis Osbeck) fruits at different maturation stages were classified using a H-1 NMR-based metabolomic technique. Principal components analysis allowed the clear separation of fractions extracted with 50% methanol of different parts of dangyuja fruits at different maturation stages by combining principal components PC1 and PC2, which together accounted for 80.4% of the variance. A loading-plot analysis revealed that sucrose, glucose, oxaloacetic acid and citric acid were dominant in mature flesh, while naringin, tyramine, proline and alanine were dominant in immature fruit samples. Projections to latent structures using a partial least Squares (PLS) model were used to predict the free-radical scavenging activities (FRSA) of dangyuja fruit extracts based on their H-1 NMR spectra. The present study suggests the usefulness of combining H-1 NMR spectroscopy with multivariate statistical analysis for discriminating dangyuja fruit samples, and predicting the FRSA of different parts of dangyuja fruit samples at different stages of maturation. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:567 / 571
页数:5
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