Rapid screening of illegally added drugs in functional food using a miniature ion trap mass spectrometer

Food Chem. 2022 Aug 30:386:132808. doi: 10.1016/j.foodchem.2022.132808. Epub 2022 Mar 24.

Abstract

With the expansion of the functional food market, the qualification assessment of these products has become a major challenge, and efficient analytical tools are urgently needed. Here, a miniature mass spectrometer (MS) with self-aspiration capillary electrospray ionization (SACESI) source and ion trap analyzer was developed for rapid screening of various illegally added drugs in functional foods. No chromatographic separation was required, but a simplified two-step pretreatment method was developed to reduce the operational procedures and time consumption of the entire analysis. SACESI source uses capillary action to drive solution injection, which utilizes a simple structure and convenient operation to constitute a kind of disposable MS detection solution. To achieve accurate and automatic identification, an intelligent recognition algorithm with steps of spectrum preprocessing, characteristic peak matching, and support vector machine learning was constructed. The relative accuracy of rapid screening of 31 suspicious drugs in various samples is up to 99.78%. It achieves 100% correct identification for the 55 batches of actual samples captured by on-site inspection, which demonstrates the feasibility of the proposed analytical system and strategy in food safety applications.

Keywords: Food analysis; Illegally added drugs; Machine learning; Miniature mass spectrometer; Rapid screening.

MeSH terms

  • Functional Food*
  • Mass Spectrometry