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Metabolic profiling and predicting the free radical scavenging activity of guava (Psidium guajava L.) leaves according to harvest time by 1H-nuclear magnetic resonance spectroscopy.
- Source :
-
Bioscience, biotechnology, and biochemistry [Biosci Biotechnol Biochem] 2011; Vol. 75 (6), pp. 1090-7. Date of Electronic Publication: 2011 Jun 13. - Publication Year :
- 2011
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Abstract
- Guava leaves were classified and the free radical scavenging activity (FRSA) evaluated according to different harvest times by using the (1)H-NMR-based metabolomic technique. A principal component analysis (PCA) of (1)H-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 (1)H-NMR data set. The predictability of the PLS model was then tested by internal and external validation. The results of this study indicate that (1)H-NMR-based metabolomic data could usefully characterize guava leaves according to their time of harvesting.
- Subjects :
- Biphenyl Compounds
Catechin pharmacology
Free Radical Scavengers pharmacology
Free Radicals metabolism
Hydroxybenzoates pharmacology
Least-Squares Analysis
Magnetic Resonance Spectroscopy
Metabolome
Picrates
Plant Extracts pharmacology
Principal Component Analysis
Seasons
Time Factors
Free Radical Scavengers chemistry
Free Radicals antagonists & inhibitors
Metabolomics methods
Plant Extracts chemistry
Plant Leaves chemistry
Psidium chemistry
Subjects
Details
- Language :
- English
- ISSN :
- 1347-6947
- Volume :
- 75
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Bioscience, biotechnology, and biochemistry
- Publication Type :
- Academic Journal
- Accession number :
- 21670527
- Full Text :
- https://doi.org/10.1271/bbb.100908