4.7 Article

Screening method for the rapid detection of diethylene glycol in beer based on chemometrics and portable near-infrared spectroscopy

期刊

FOOD CHEMISTRY
卷 391, 期 -, 页码 -

出版社

ELSEVIER SCI LTD
DOI: 10.1016/j.foodchem.2022.133258

关键词

Handheld NIRS sensor; Portability; Multivariate analysis; Beer quality control; Beer contamination; Forensic analysis

资金

  1. Funda?a?o de Amparo a` Pesquisa do Estado de Minas Gerais (FAPEMIG) [APQ03457-16, RED00042-16]
  2. Coordena?a?o de Aperfei?oamento de Pessoal de N?vel Superior (CAPES) [1383/2020]

向作者/读者索取更多资源

In this study, a rapid detection method for DEG in beer samples was developed using portable near-infrared spectroscopy combined with partial least squares discriminant analysis (PLS-DA). The method was validated and shown to be effective and feasible.
A recent case of contamination of some batches of a Brazilian beer brand with diethylene glycol (DEG) had great repercussion, resulting in at least seven deaths. In this article, a direct method was developed for the rapid detection of DEG in beer samples based on portable near-infrared spectroscopy combined with partial least squares discriminant analysis (PLS-DA). The discriminant model was built with 100 uncontaminated beer samples and 100 samples containing DEG in a concentration range between 10 and 1000 mg L-1, totalizing 200 samples of different brands and styles. The method was validated by estimating figures of merit, such as false positive and false negative rates, sensitivity, specificity, accuracy, accordance, and concordance. The decision limit (CC alpha) of the method was 52 mg L-1 and the detection capability (CC beta) was 106 mg L-1. This method does not consume reagents/solvents and can be suitable for the beer industry quality control or forensic investigations.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据