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ORIGINAL RESEARCH article

Front. Mol. Biosci.

Sec. Metabolomics

Unraveling the Molecular Basis of Sensory Attributes in Smoking Spices: A Nontargeted Metabolite Analysis Using Liquid Chromatography High Resolution Mass Spectrometry

Provisionally accepted
Xiao  YangXiao Yang1Lingbo  JiLingbo Ji1Xiankuan  HuoXiankuan Huo1Jufang  HaoJufang Hao2*Min  WangMin Wang3Renqi  WangRenqi Wang3Baojiang  HeBaojiang He1*
  • 1China National Tobacco Corp Zhengzhou Tobacco Research Institute, Zhengzhou, China
  • 2Staff Development Institute of China National Tobacco Corporation, Zhengzhou, China
  • 3Shaanxi University of Science and Technology, Xi'an, China

The final, formatted version of the article will be published soon.

Although natural spices are widely applied for their complex aromas and flavors, the molecular mechanisms that drive these sensory perceptions remain obscure, leaving the selection of compounds for specific taste or aromatic outcomes more art than science. In tobacco industry, this challenge has practical implications for the design and enhancements of tobacco formulations. This study employed liquid chromatography-high resolution mass spectrometry (LC-HRMS) with data-independent acquisition (DIA) to conduct a comprehensive nontargeted metabolite analysis of sensory-enhancing attributes. Fifty-seven natural spices were evaluated and categorized into three groups based on five sensory metrics obtained from smoked blank cigarette evaluations. The result showed astringency and nasal moistening scores exhibited the most significant differences. The analysis revealed 1,853 differential ion features enriched in groups of advantageous sensory perceptions. Among these, 89 metabolites were putatively identified through mass spectral matching, and 28 were confirmed using chemical standards. Sensory evaluations of artificial formulations containing these validated compounds corroborated the accuracy of the nontargeted approach in identifying flavor-enhancing metabolites. Notably, minor components were shown to play a pivotal role in enhancing sensory attributes. This study demonstrates the potential of nontargeted metabolite analysis and chemometrics as useful tools for optimizing spice formulations in the tobacco and flavor industries.

Keywords: nontargeted analysis, Spices, LC-MS, Metabolites, flavor

Received: 25 Aug 2025; Accepted: 25 Nov 2025.

Copyright: © 2025 Yang, Ji, Huo, Hao, Wang, Wang and He. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Jufang Hao
Baojiang He

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