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Synchronous fluorescence and multivariate classification analysis as a screening tool for determining Sudan I dye in culinary spices

机译:同步荧光和多变量分类分析作为确定烹饪香料中苏丹红I染料的筛选工具

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摘要

Spices are a globally traded commodity which has been found to be adulterated with forbidden Sudan dyes. This work proposes a screening method for determining the adulteration of paprika varieties (mild, hot and smoked) with Sudan I dye, based on constant-wavelength synchronous fluorescence spectroscopy with multivariate classification. Different wavelength-intervals (Delta lambda) were evaluated. Classification models were built with Partial Least Squares-Discriminant Analysis (PLS-DA) at two Sudan I dye concentration levels (1 and 5 mg L-1) and they were tested with samples at a lower level (0.5 mg L-1). Classification results were quite satisfactory when a strategy based on first-derivative spectra was used for improving classification results. Delta lambda = 60 nm was chosen as the optimum wavelength interval giving a 100% of sensitivity and specificity. These results are promising because the risk of assigning adulterated samples as safe to be consumed is highly minimized. The proposed method is feasible, rapid and simple taking advantage of Sudan I fluorescence phenomena in a direct way. (C) 2015 Elsevier Ltd. All rights reserved.
机译:香料是一种全球贸易的商品,已被掺入禁用的苏丹染料以掺假。这项工作提出了一种筛选方法,该方法基于具有多变量分类的恒定波长同步荧光光谱法来确定苏丹红I染料对辣椒粉品种(轻度,高温和熏制)的掺假。评价了不同的波长间隔(Δλ)。分类模型是使用偏最小二乘判别分析(PLS-DA)在两个苏丹I染料浓度水平(1和5 mg L-1)下建立的,并用较低水平的样品(0.5 mg L-1)进行了测试。当使用基于一阶导数光谱的策略来改善分类结果时,分类结果非常令人满意。选择λ= 60 nm作为提供100%灵敏度和特异性的最佳波长间隔。这些结果令人鼓舞,因为将掺假样品安全食用的风险大大降低了。所提出的方法是直接,直接利用苏丹I荧光现象的方法,既可行,快速又简单。 (C)2015 Elsevier Ltd.保留所有权利。

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