Discrimination between Orange Juice and Pulp Wash by 1H Nuclear Magnetic Resonance Spectroscopy: Identification of Marker Compounds
- 13 January 2001
- journal article
- research article
- Published by American Chemical Society (ACS) in Journal of Agricultural and Food Chemistry
- Vol. 49 (2) , 580-588
- https://doi.org/10.1021/jf001046e
Abstract
The potential of NMR spectroscopy and multivariate analysis methods to detect the adulteration of orange juice with pulp wash is demonstrated. Principal component analysis has been applied to 1H NMR spectra of >300 orange and pulp wash juices, and stepwise linear discriminant analysis was used to classify the samples. A model with six principal components gave a high success rate of classification (94%) for both training and validation sets. An important principal component loading showed that dimethylproline played a key role in the discrimination between the two types of juice, with higher levels in pulp wash. Dimethylproline was not previously known as a marker compound for orange juice adulteration. An ANOVA test revealed at least 21 other NMR signals that differed significantly between the authentic and pulp wash groups. The compounds they represent could be seen as potential marker compounds in addition to dimethylproline. This makes NMR with chemometrics an attractive screening tool with advantages in terms of rapidity, simplicity, and diversity of information provided. Keywords: NMR; orange juice; pulp wash; authenticity; adulteration; multivariate analysisKeywords
This publication has 9 references indexed in Scilit:
- Analytical Monitoring of Citrus Juices by Using Capillary ElectrophoresisJournal of AOAC INTERNATIONAL, 1999
- Use of Fourier transform infrared spectroscopy and partial least squares regression for the detection of adulteration of strawberry puréesJournal of the Science of Food and Agriculture, 1998
- Orange juice classification with a biologically based neural networkComputers & Chemistry, 1996
- Detection of Adulteration of Raspberry Purees Using Infrared Spectroscopy and ChemometricsJournal of Agricultural and Food Chemistry, 1996
- Use of High-Field 1H NMR Spectroscopy for the Analysis of Liquid FoodsJournal of Agricultural and Food Chemistry, 1996
- The potential of NIR spectroscopy for the detection of the adulteration of orange juiceJournal of the Science of Food and Agriculture, 1995
- Methods for determining the adulteration of citrus juicesTrends in Food Science & Technology, 1992
- Anwendung der13C-NMR-Spektroskopie in der Aminosäureanalytik in Wein und FruchtsäftenZeitschrift für Lebensmittel-Untersuchung und Forschung, 1991
- Stepwise canonical discriminant analysis of continuous digitalized signals: Application to chromatograms of wheat proteinsJournal of Chemometrics, 1990