Attenuated Total Reflectance-Fourier transform infrared spectroscopy coupled with chemometrics for the rapid detection of coconut water adulteration

被引:17
|
作者
Teklemariam, Thomas A. [1 ]
Moisey, John [2 ]
Gotera, Jason [1 ]
机构
[1] Canadian Food Inspect Agcy CFIA, Greater Toronto Area Lab, Midland Ave, Toronto, ON M1P 4R7, Canada
[2] Canadian Food Inspect Agcy CFIA, 1400 Merivale Rd, Ottawa, ON K1A 0Y9, Canada
关键词
Coconut water; Adulteration; Substitution; Sugars; Chemometrics; ATR-FTIR;
D O I
10.1016/j.foodchem.2021.129616
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Attenuated Total Reflectance-Fourier Transform Infrared spectroscopy (ATR-FTIR), in combination with chemometrics, was explored as a rapid method of detecting sugar adulteration in coconut water. In a simulated experiment, coconut water was substituted with binary sugars, mixed sugars, and high fructose corn syrup and discriminated using the fingerprint infrared band region between 1200 and 950 cm-1. Principal component analysis (PCA) performed on data pre-processed by the Savitzky-Golay smoothing and gap-segment derivative, revealed data clusters discernible by the type and level of substituted sugars, enabling visual diagnosis of the similarity and anomalous features in the dataset. Statistical performance metrics following a cross-validated partial least square (PLS) regression indicated the prediction of adulterant sugars at single-digit percent substitutions. A parallel exploratory analysis of 31 different commercial coconut water samples showed a distinct PCA clustering for samples bearing the label ?added sugar?, suggesting the potential use of the methods to screening samples for undeclared sugar additions.
引用
收藏
页数:9
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