Literature DB >> 23194562

The application of Near-Infrared Reflectance Spectroscopy (NIRS) to detect melamine adulteration of soya bean meal.

Simon A Haughey1, Stewart F Graham, Emmanuelle Cancouët, Christopher T Elliott.   

Abstract

Soya bean products are used widely in the animal feed industry as a protein based feed ingredient and have been found to be adulterated with melamine. This was highlighted in the Chinese scandal of 2008. Dehulled soya (GM and non-GM), soya hulls and toasted soya were contaminated with melamine and spectra were generated using Near Infrared Reflectance Spectroscopy (NIRS). By applying chemometrics to the spectral data, excellent calibration models and prediction statistics were obtained. The coefficients of determination (R(2)) were found to be 0.89-0.99 depending on the mathematical algorithm used, the data pre-processing applied and the sample type used. The corresponding values for the root mean square error of calibration and prediction were found to be 0.081-0.276% and 0.134-0.368%, respectively, again depending on the chemometric treatment applied to the data and sample type. In addition, adopting a qualitative approach with the spectral data and applying PCA, it was possible to discriminate between the four samples types and also, by generation of Cooman's plots, possible to distinguish between adulterated and non-adulterated samples.
Copyright © 2012 Elsevier Ltd. All rights reserved.

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Year:  2012        PMID: 23194562     DOI: 10.1016/j.foodchem.2012.01.068

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  7 in total

1.  Determination of soybean routine quality parameters using near-infrared spectroscopy.

Authors:  Zhenying Zhu; Shangbing Chen; Xueyou Wu; Changrui Xing; Jian Yuan
Journal:  Food Sci Nutr       Date:  2018-04-17       Impact factor: 2.863

2.  Determination of melamine contamination in chocolates containing powdered milk by high-performance liquid chromatography (HPLC).

Authors:  Roghayeh Abedini; Gholamreza Jahed Khaniki; Ebrahim Molaee Aghaee; Parisa Sadighara; Shahrokh Nazmara; Behrouz Akbari-Adergani; Maziar Naderi
Journal:  J Environ Health Sci Eng       Date:  2021-01-07

3.  Quantitative Analysis of Panax ginseng by FT-NIR Spectroscopy.

Authors:  Xin-Fang Xu; Li-Xing Nie; Li-Li Pan; Bian Hao; Shao-Xiong Yuan; Rui-Chao Lin; Hai-Bo Bu; Dan Wang; Ling Dong; Xiang-Ri Li
Journal:  J Anal Methods Chem       Date:  2014-05-05       Impact factor: 2.193

4.  Detection of melamine in feed using liquid-liquid extraction treatment combined with surface-enhanced Raman scattering spectroscopy.

Authors:  Jie Cheng; Shi Wang; Xiao-Ou Su
Journal:  PLoS One       Date:  2014-09-22       Impact factor: 3.240

5.  Highly Sensitive Detection of Melamine Using a One-Step Sample Treatment Combined with a Portable Ag Nanostructure Array SERS Sensor.

Authors:  Jie Cheng; Xiao-Ou Su; Yue Yao; Caiqin Han; Shi Wang; Yiping Zhao
Journal:  PLoS One       Date:  2016-04-27       Impact factor: 3.240

6.  Rapid Quantification of Melamine in Different Brands/Types of Milk Powders Using Standard Addition Net Analyte Signal and Near-Infrared Spectroscopy.

Authors:  Bang-Cheng Tang; Chen-Bo Cai; Wei Shi; Lu Xu
Journal:  J Anal Methods Chem       Date:  2016-07-20       Impact factor: 2.193

7.  The Effect of Light Intensity, Sensor Height, and Spectral Pre-Processing Methods when using NIR Spectroscopy to Identify Different Allergen-Containing Powdered Foods.

Authors:  Ahmed Rady; Joel Fischer; Stuart Reeves; Brian Logan; Nicholas James Watson
Journal:  Sensors (Basel)       Date:  2019-12-31       Impact factor: 3.576

  7 in total

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