Metabolic Profiling and Predicting the Free Radical Scavenging Activity of Guava (Psidium guajava']java L.) Leaves According to Harvest Time by 1H-Nuclear Magnetic Resonance Spectroscopy

被引:17
|
作者
Kim, So-Hyun [1 ]
Cho, Somi K. [2 ]
Hyun, Sun-Hee [1 ]
Park, Hae-Eun [1 ]
Kim, Young-Suk [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] Ewha Womans Univ, Dept Food Sci & Engn, Seoul 120750, South Korea
关键词
metabolomic data; guava (Psidium gua[!text type='java']java[!/text] L.); discrimination; H-1-NMR; FUNCTIONAL GENOMICS; QUALITY EVALUATION; CLASSIFICATION; PHYTOCHEMISTRY; CAPACITY; EXTRACTS; H-1-NMR;
D O I
10.1271/bbb.100908
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
Guava leaves were classified and the free radical scavenging activity (FRSA) evaluated according to different harvest times by using the H-1-NMR-based metabolomic technique. A principal component analysis (PCA) of H-1-NMR data from the guava leaves provided clear clusters according to the harvesting time. A partial least squares (PLS) analysis indicated a correlation between the metabolic profile and FRSA. FRSA levels of the guava leaves harvested during May and August were high, and those leaves contained higher amounts of 3-hydroxybutyric acid, acetic acid, glutamic acid, asparagine, citric acid, malonic acid, trans-aconitic acid, ascorbic acid, maleic acid, cis-aconitic acid, epicatechin, protocatechuic acid, and xanthine than the leaves harvested during October and December. Epicatechin and protocatechuic acid among those compounds seem to have enhanced FRSA of the guava leaf samples harvested in May and August. A PLS regression model was established to predict guava leaf FRSA at different harvesting times by using a H-1-NMR data set. The predictability of the PLS model was then tested by internal and external validation. The results of this study indicate that H-1-NMR-based metabolomic data could usefully characterize guava leaves according to their time of harvesting.
引用
收藏
页码:1090 / 1097
页数:8
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