代谢组学
化学计量学
可追溯性
小虾
认证(法律)
指纹(计算)
代谢组
身份(音乐)
计算生物学
化学
计算机科学
色谱法
生物
渔业
人工智能
计算机安全
物理
软件工程
声学
作者
Niladri Sekhar Chatterjee,Olivier Chevallier,Ewa Wielogórska,Connor Black,Christopher T. Elliott
标识
DOI:10.1016/j.chroma.2019.04.001
摘要
Mandatory disclosure of the species identity, production method, and geographical origin are embedded in the regulations and traceability systems, governing international seafood trade. A high-resolution mass spectrometry-based metabolomics approach could simultaneously authenticate the species identity and geographical origin of commercially important shrimps. The highly innovative approach spared the need for multiple testing methods which are in routine use currently. A robust chemometric model, developed using the metabolite fingerprint dataset, could accurately predict the species identity of the shrimp samples. Subsequently, species-specific biomarkers were discovered and a tandem mass spectrometry method for authentication of the species was developed. Two other chemometric models from the metabolomics experiment accurately predicted the geographical origin of king prawns and tiger prawns. The study has shown for the first time that food-metabolomics along with chemometrics can simultaneously check for multiple seafood fraud issues in the global seafood supply-chain.
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