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主成分分析:一种用于确定赭曲霉毒素A检测干扰因素的创新方法。

Principal components analysis: an innovative approach to establish interferences in ochratoxin A detection.

作者信息

Kupski L, Badiale-Furlong E

机构信息

Laboratório de Ciência de Alimentos, Escola de Química e Alimentos, Universidade Federal do Rio Grande - FURG, Rua Eng. Alfredo Huch, 475, Centro, 96201-900 Rio Grande, RS, Brazil.

Laboratório de Ciência de Alimentos, Escola de Química e Alimentos, Universidade Federal do Rio Grande - FURG, Rua Eng. Alfredo Huch, 475, Centro, 96201-900 Rio Grande, RS, Brazil.

出版信息

Food Chem. 2015 Jun 15;177:354-60. doi: 10.1016/j.foodchem.2015.01.005. Epub 2015 Jan 9.

DOI:10.1016/j.foodchem.2015.01.005
PMID:25660897
Abstract

This work aimed to establish an innovative approach to evaluate the effect of cereals composition on ochratoxin A extraction by multivariate analysis. Principal components analysis was applied to identify the effect of major matrix components on the recovery of ochratoxin A by QuEChERS method using HPTLC and HPLC, and to validate the method for ochratoxin A determination in wheat flour by HPLC. The matrices rice bran, wheat bran and wheat flour were characterized for their physical and chemical attributes. The ochratoxin A recovery in these matrices was highly influenced (R=0.99) by the sugar content of the matrix, while the lipids content showed a minor interference (R=0.29). From these data, the QuEChERS method was standardized for extracting ochratoxin A from flour using 1% ACN:water (2:1) as extraction solvent and dried magnesium sulfate and sodium chloride as salts. The recovery values ranged from 97.6% to 105%. The validated method was applied to evaluate natural occurrence of ochratoxin A in 20 wheat flour samples, which were contaminated with ochratoxin A levels in the range of 0.22-0.85 μg kg(-1).

摘要

本研究旨在建立一种创新方法,通过多变量分析评估谷物成分对赭曲霉毒素A提取效果的影响。应用主成分分析来确定主要基质成分对采用HPTLC和HPLC的QuEChERS方法提取赭曲霉毒素A回收率的影响,并验证HPLC法测定小麦粉中赭曲霉毒素A的方法。对米糠、麦麸和小麦粉等基质的物理和化学属性进行了表征。这些基质中赭曲霉毒素A的回收率受基质糖分含量的影响很大(R = 0.99),而脂质含量的干扰较小(R = 0.29)。根据这些数据,将QuEChERS方法标准化,使用1%乙腈:水(2:1)作为提取溶剂,无水硫酸镁和氯化钠作为盐类从面粉中提取赭曲霉毒素A。回收率在97.6%至105%之间。将经验证的方法应用于评估20个小麦粉样品中赭曲霉毒素A的天然存在情况,这些样品中赭曲霉毒素A的污染水平在0.22 - 0.85 μg kg(-1)范围内。

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