Title of article :
Multivariate analysis of 1H NMR spectra for saponins from Quillaja saponaria Molina Original Research Article
Author/Authors :
Lars I. Nord، نويسنده , , Lennart Kenne and T. Alwyn Jones، نويسنده , , Sven P. Jacobsson، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2001
Pages :
11
From page :
197
To page :
207
Abstract :
The bark of the South American tree Quillaja saponaria Molina contains at least 100 different saponin structures. A set of known structures were classified by partial least squares regression-discriminant analysis (PLS-DA) on spectra from 1H NMR. PLS-DA was found to detect structural variations in the different parts of the saponins, encoded in the spectra. The models obtained were used to classify a test set of known structures. The amount of saponin material used for the NMR spectroscopy was only 200 μg/sample. This means that the outlined method is an interesting tool in the structural analysis of minor saponin components from Quillaja. This non-destructive method could also be applied on and facilitate the analysis of other natural products and metabolites since only minor amounts of sample are needed.
Keywords :
PLS discriminant analysis , structure , classification , NMR spectra , Quillaja saponaria Molina , Saponins
Journal title :
Analytica Chimica Acta
Serial Year :
2001
Journal title :
Analytica Chimica Acta
Record number :
1029810
Link To Document :
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