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花青素作为根据植物和地理来源对阿根廷葡萄酒进行分类的标志物。液相色谱-质谱数据的化学计量学建模。

Anthocyanins as markers for the classification of Argentinean wines according to botanical and geographical origin. Chemometric modeling of liquid chromatography-mass spectrometry data.

作者信息

Pisano Pablo L, Silva María F, Olivieri Alejandro C

机构信息

Departamento de Química Analítica, Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Instituto de Química Rosario (IQUIR-CONICET), Suipacha 531, Rosario S2002LRK, Argentina.

Facultad de Ciencias Agrarias, Universidad Nacional de Cuyo, Instituto de Biología Agrícola de Mendoza (IBAM-CONICET), Alte. Brown 500, Chacras de Coria, 5505 Mendoza, Argentina.

出版信息

Food Chem. 2015 May 15;175:174-80. doi: 10.1016/j.foodchem.2014.11.124. Epub 2014 Nov 27.

Abstract

A study of Argentinean red wines was performed by direct injection of untreated wine samples into a liquid chromatography-mass spectrometry system, processing the collected data with two chemometric algorithms: multivariate curve resolution with alternating least-squares and discriminant unfolded partial least-squares (D-UPLS). The objectives were: (1) the chemometric resolution of profiles in the modes represented by elution time and m/z ratio, (2) the discrimination of samples according to varietal and/or geographical origin, and (3) the identification of key compounds helping to perform sample discrimination. The results indicate that all wine varietals can be adequately discriminated, and also three wine producing regions (located in the east, south and north of the Cuyo region) were differentiated from the remaining regions. The applied chemometric models allowed the tentative identification of anthocyanin compounds as responsible for both type of discriminations, in the case of D-UPLS by employing the concept of variables importance in the projection.

摘要

通过将未处理的葡萄酒样品直接注入液相色谱 - 质谱系统,并使用两种化学计量学算法(交替最小二乘法的多元曲线分辨和判别展开偏最小二乘法(D-UPLS))处理收集的数据,对阿根廷红葡萄酒进行了一项研究。目标如下:(1)以洗脱时间和质荷比表示的模式下对谱图进行化学计量学解析;(2)根据品种和/或地理来源对样品进行区分;(3)识别有助于进行样品区分的关键化合物。结果表明,所有葡萄酒品种都能得到充分区分,并且位于库约地区东部、南部和北部的三个葡萄酒产区也与其他地区区分开来。所应用的化学计量学模型允许初步鉴定花青素化合物是造成这两种区分的原因,在D-UPLS的情况下,通过采用投影中变量重要性的概念。

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