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一种使用数字扫描仪图像测定软饮料中日落黄的简单多元校准方法的开发与分析验证

Development and analytical validation of a simple multivariate calibration method using digital scanner images for sunset yellow determination in soft beverages.

作者信息

Botelho Bruno G, de Assis Luciana P, Sena Marcelo M

机构信息

Departamento de Química, ICEx, Universidade Federal de Minas Gerais, 31270-901 Belo Horizonte, MG, Brazil.

Departamento de Química, ICEx, Universidade Federal de Minas Gerais, 31270-901 Belo Horizonte, MG, Brazil; Instituto Nacional de Ciência e Tecnologia em Bioanalítica (INCT Bio), 13083-970 Campinas, SP, Brazil.

出版信息

Food Chem. 2014 Sep 15;159:175-80. doi: 10.1016/j.foodchem.2014.03.048. Epub 2014 Mar 18.

DOI:10.1016/j.foodchem.2014.03.048
PMID:24767041
Abstract

This paper proposed a novel methodology for the quantification of an artificial dye, sunset yellow (SY), in soft beverages, using image analysis (RGB histograms) and partial least squares regression. The developed method presented many advantages if compared with alternative methodologies, such as HPLC and UV/VIS spectrophotometry. It was faster, did not require sample pretreatment steps or any kind of solvents and reagents, and used a low cost equipment, a commercial flatbed scanner. This method was able to quantify SY in isotonic drinks and orange sodas, in the range of 7.8-39.7 mg L(-1), with relative prediction errors lower than 10%. A multivariate validation was also performed according to the Brazilian and international guidelines. Linearity, accuracy, sensitivity, bias, prediction uncertainty and a recently proposed tool, the β-expectation tolerance intervals, were estimated. The application of digital images in food analysis is very promising, opening the possibility for automation.

摘要

本文提出了一种利用图像分析(RGB直方图)和偏最小二乘回归对软饮料中的人工合成色素日落黄(SY)进行定量分析的新方法。与高效液相色谱法(HPLC)和紫外/可见分光光度法等其他方法相比,该方法具有诸多优势。它速度更快,无需样品预处理步骤或任何溶剂和试剂,且使用的设备成本较低,即商用平板扫描仪。该方法能够对等渗饮料和橙汁汽水当中的日落黄进行定量分析,其含量范围为7.8至39.7毫克/升,相对预测误差低于10%。此外,还根据巴西和国际指南进行了多变量验证。对线性、准确性、灵敏度、偏差、预测不确定性以及最近提出的一种工具——β期望耐受区间进行了评估。数字图像在食品分析中的应用前景广阔,为自动化开辟了可能性。

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