Identification of antibiotic mycelia residue in protein rich feed using on near-infrared microscopy imaging
文献类型: 外文期刊
第一作者: Lin, Yufei
作者: Lin, Yufei;Yang, Zengling;Liang, Hao;Li, Shouxue;Li, Shouxue;Fan, Xia;Xiao, Zhiming
作者机构:
关键词: Antibiotic mycelial residue; soybean meal; global Mahalanobis distance; near-infrared microscopy
期刊名称:FOOD ADDITIVES AND CONTAMINANTS PART A-CHEMISTRY ANALYSIS CONTROL EXPOSURE & RISK ASSESSMENT ( 影响因子:3.057; 五年影响因子:2.96 )
ISSN: 1944-0049
年卷期: 2018 年 35 卷 5 期
页码:
收录情况: SCI
摘要: Antibiotic mycelial residues (AMRs) added to animal feeds easily lead to drug resistance that affects human health and environment. However, there is a lack of effective detection methods, especially a fast and convenient detection technology, to distinguish AMRs from other components in animal feeds. To develop effective detection methods, two types of global Mahalanobis distance (GH) algorithms based on near-infrared microscopy (NIRM) imaging are proposed. The aim of this study is to investigate the feasibility of using NIRM imaging to identify AMRs in soybean meals. We prepared 15 mixed samples containing 5% AMRs using three types of soybean meals and four types of AMRs. The GH algorithm was used to identify non-soybean meals among the mixed samples. The hierarchical cluster analysis was employed to verify the recognition accuracy. The results indicate that use of the GH algorithm could identify soybean meals with AMR at a level as low as 5%.
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