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Paper spray ionization mass spectrometry allied to chemometric tools for quantification of whisky adulteration with additions of sugarcane spirit

机译:纸喷雾电离质谱与化学计量工具均均齐于化学计量工具,以甘蔗精神量化威士忌掺假

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摘要

Whisky is one of the most commercialized distilled beverages in the world. Due to its large commercialization, the number of cases involving the adulteration of this beverage has increased. This work highlights the application of paper spray ionization mass spectrometry (PS-MS) in order to quantify whisky adulteration with additions of sugarcane spirit (i. e., the cachaca). 19 binary mixtures (0; 0.5; 1; 3; 5; 10; 20; 30; 40; 50; 60; 70; 80; 90; 95; 97; 99; 99.5; and 100 wt% of cachaca in whisky) were analyzed by PS-MS in both ionization modes, positive and negative, (PS(+/-)). Two chemometric models (using a partial least squares (PLS)) were designed to quantify the cachaca content in whisky: cachaca blends. The PS(+/-) mass spectrum of pure samples of whisky contained several signals in the m/z 250-900 region; the addition of the adulterant caused the suppression of the signals in the m/z 200-350 region, primarily, while the relative intensity of ions in the m/z 350 region increased. These changes occur due to the increase of sugar concentration as a function of the addition of cachaca. When combining the PS(+/-) mass spectra with chemometric tools, such as PCA, it becomes clear that the first three main components describe the degree of adulteration for whisky samples along their negative and positive quadrants. The multivariate calibration model with variable selection, CARSPLS, presented a satisfactory linearity (R2 0.92) among the measured and predicted values, with RMSEP 10.9% v/v and LOD values of z13% v/v. In addition, a better accuracy was observed for the constructed CARSPLS model in the PS(+/-), yielding R2 and RMSEP values of 0.9592 and 7.97% v/v, respectively.
机译:威士忌是世界上最商业化的蒸馏饮料之一。由于其商业化大,涉及该饮料掺杂的案件数量增加。这项工作突出了纸喷雾电离质谱(PS-MS)的应用,以通过添加甘蔗精神来量化威士忌掺假(即,Cachaca)。 19二元混合物(0; 0.5; 1; 3; 5; 10; 20; 30; 40; 50; 60; 70; 80; 90; 95; 97; 99; 99.5;和100%的Cachaca在威士忌中的克拉卡群岛)是通过电离模式,阳性和阴性的PS-MS分析(PS(+/-))。设计了两个化学计量模型(使用局部最小二乘(PLS))被设计成量化威士忌中的Cachaca含量:Cachaca混合物。威士忌纯样品的PS(+/-)质谱含有M / Z 250-900区的几个信号;掺杂剂的添加导致M / Z 200-350区中的信号抑制,而M / Z&GT中的离子的相对强度; 350个区域增加。由于添加Cachaca的函数,因此由于糖浓度的增加而发生了这些变化。当用化学计量工具组合PS(+/-)质谱时,如PCA,最明显的是,前三个主要成分描述了沿着它们的负和正象限的威士忌样本的掺假程度。具有变量选择的多变量校准模型Carspls,在测量的和预测值中呈现了令人满意的线性度(R2& 0.92),RMSEP< 10.9%V / V和LOD值Z13%V / v。此外,对于PS(+/-)的构造Carspls模型,屈服于0.9592和7.97%v / v的r2和rmsep值,观察到更好的精度。

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  • 来源
    《Analytical methods》 |2018年第17期|共9页
  • 作者单位

    Univ Fed Espirito Santo Dept Quim Lab Petrole &

    Quim Forense BR-29075910 Vitoria ES Brazil;

    Univ Fed Espirito Santo Dept Quim Lab Petrole &

    Quim Forense BR-29075910 Vitoria ES Brazil;

    Univ Fed Espirito Santo Dept Quim Lab Petrole &

    Quim Forense BR-29075910 Vitoria ES Brazil;

    IFES Av Minist Salgado Filho BR-29106010 Vila Velha ES Brazil;

    IFES Av Minist Salgado Filho BR-29106010 Vila Velha ES Brazil;

    Univ Fed Goias Inst Quim BR-74001970 Goiania Go Brazil;

    Univ Fed Espirito Santo Dept Quim Lab Petrole &

    Quim Forense BR-29075910 Vitoria ES Brazil;

    Univ Fed Espirito Santo Dept Quim Lab Petrole &

    Quim Forense BR-29075910 Vitoria ES Brazil;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 分析化学;
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