Issue 22, 2015

Ultraviolet spectroscopy and supervised pattern recognition methods for authentication of transgenic and non-transgenic soybean oils

Abstract

A methodology was developed for the authentication of transgenic and non-transgenic soybean oil samples by using Ultraviolet (UV) spectroscopy coupled with Partial Least Squares Discriminant Analysis (PLS-DA). The accuracy, represented by RMSEC and RMSEP, was 0.223 and 0.278, respectively. For the model, the sensitivities were 0.875 and 1.000 for transgenic and non-transgenic classes, respectively. Based on these results, the model was able to classify non-transgenic soybean oil samples. The transgenic class presents specificity equal to 1, this result means that any non-transgenic sample was classified in the transgenic class. The non-transgenic class presents specificity equal to 0.875 due to the prediction of two samples of the transgenic class in the non-transgenic class. The ability of UV spectroscopy for soybean oil authentication can be assigned to the bathochromic shift, probably due to the differences in the chromophore group of genotypic structure present in the transgenic and non-transgenic samples.

Graphical abstract: Ultraviolet spectroscopy and supervised pattern recognition methods for authentication of transgenic and non-transgenic soybean oils

Article information

Article type
Technical Note
Submitted
13 ሴፕቴ 2015
Accepted
05 ኦክቶ 2015
First published
08 ኦክቶ 2015

Anal. Methods, 2015,7, 9702-9706

Author version available

Ultraviolet spectroscopy and supervised pattern recognition methods for authentication of transgenic and non-transgenic soybean oils

F. C. G. B. S. Alves and P. Valderrama, Anal. Methods, 2015, 7, 9702 DOI: 10.1039/C5AY02440D

To request permission to reproduce material from this article, please go to the Copyright Clearance Center request page.

If you are an author contributing to an RSC publication, you do not need to request permission provided correct acknowledgement is given.

If you are the author of this article, you do not need to request permission to reproduce figures and diagrams provided correct acknowledgement is given. If you want to reproduce the whole article in a third-party publication (excluding your thesis/dissertation for which permission is not required) please go to the Copyright Clearance Center request page.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements