Shi, Wenyan, Huo, Xinming, Ding, Xinyue, Zhu, Peiyuan, Wan, Yutong, Lu, Xinqiong, Feng, Rui, Yu, Quan, and Wang, Xiaohao
• A complete and practical on-site mass spectrometry food rapid detection strategy. • Self-aspiration ESI constitutes a kind of disposable in-situ MS detection solution. • Two-step pretreatment and one-key analysis to achieve synchronous detection of 31 targets. • Intelligent algorithm improves detection accuracy and reduces matrix interference. 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. [ABSTRACT FROM AUTHOR]