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The combination of NIR spectroscopy and HPLC chromatography for differentiating lotus seed cultivars and quantitative prediction of four main constituents in lotus with the aid of chemometrics
- Source :
- Analytical Methods. 9:6420-6429
- Publication Year :
- 2017
- Publisher :
- Royal Society of Chemistry (RSC), 2017.
-
Abstract
- Lotus has been widely cultivated and consumed in Asia, Oceania and America, and it is not only used as an ornamental plant but also as a dietary staple. In this work, fingerprinting techniques based on NIR spectroscopy and HPLC chromatography were used to discriminate four important kinds of lotus seed cultivars, Xianglian, Jianlian, Ganlian and Hulian. By the use of the NIR spectra and the aid of genetic algorithm-partial least squares (GA-PLS) and principal component analysis (PCA), cored lotus seed samples were successfully discriminated into four cultivars. High performance liquid chromatographic (HPLC) characteristic peaks detected at different wavelengths can also be used for PCA analysis to differentiate the lotus seed cultivars. Furthermore, quantitative prediction analysis of total sugar, total polysaccharide, liensinine and rutin in cored lotus seed (liensinine and rutin are mainly in lotus plumule) can be successfully performed with the use of the combined data matrix of 30 common characteristic HPLC peaks and 37 GA-PLS selected NIR spectral variables (wavelengths). The results suggested that the combination of NIR and HPLC supported by chemometrics is suitable for the discrimination of the plant cultivars and quantitative prediction of the active constituents in lotus seed samples.
- Subjects :
- Chromatography
biology
General Chemical Engineering
010401 analytical chemistry
Near-infrared spectroscopy
Lotus
General Engineering
04 agricultural and veterinary sciences
biology.organism_classification
040401 food science
01 natural sciences
High-performance liquid chromatography
0104 chemical sciences
Analytical Chemistry
Chemometrics
Rutin
chemistry.chemical_compound
0404 agricultural biotechnology
chemistry
Botany
Principal component analysis
Cultivar
Sugar
Subjects
Details
- ISSN :
- 17599679 and 17599660
- Volume :
- 9
- Database :
- OpenAIRE
- Journal :
- Analytical Methods
- Accession number :
- edsair.doi...........aa877649ee2d2fc530d93c5ffa36e881