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ORIGINAL RESEARCH article

Front. Microbiol.

Sec. Antimicrobials, Resistance and Chemotherapy

This article is part of the Research TopicAntimicrobial Resistance in Foodborne PathogensView all 4 articles

Restaurant occupational exposure affects the profiles of oral and gut pathobiomes and resistomes

Provisionally accepted
Mengyu  WangMengyu Wang1Xueqin  LiXueqin Li1Xiao  LiuXiao Liu2Ying  YeYing Ye3Peng  ZhouPeng Zhou4Yifan  LiuYifan Liu1Liudan  ZhuLiudan Zhu4Wei  WeiWei Wei2Zhenpeng  LiZhenpeng Li2Zhe  LiZhe Li2Ruiheng  WuRuiheng Wu2Yao  PengYao Peng2Ziyu  LiuZiyu Liu2Xin  LuXin Lu2*Jiayong  ZhaoJiayong Zhao3Biao  KanBiao Kan2
  • 1Shandong University, Jinan, China
  • 2Chinese Center for Disease Control and Prevention, Beijing, China
  • 3Henan Center for Disease Control and Prevention, Zhengzhou, China
  • 4Zhengzhou Center for Disease Control and Prevention, Zhengzhou, China

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

Introduction: Restaurant occupational exposure refers to contact with food-processing environments, raw materials, and customers, which may influence the composition of the human microbiome. Differences and associations between human oral and gut pathobiome and their resistomes under restaurant occupational exposure remain unclear. We conducted a comprehensive metagenomic analysis of paired oral and fecal samples from Front-of-House (FOH) workers and Back-of-House (BOH) workers to elucidate the effects of occupational exposure in the restaurant environment on oral and gut pathobiome, antimicrobial resistance genes (ARGs), virulence factors (VFs), and mobile genetic elements (MGEs). Methods: We collected the oral and fecal samples from 35 FOH and 37 BOH workers across 24 Chinese restaurants in Zhengzhou, Henan, China. The diversity and relative abundances of microbial species, ARGs, VFs, and MGEs were compared. Clonal strains from paired oral and fecal samples were analyzed. The serovars of Salmonella were determined using the ucgMLST. Finally, we used the O2PLS method to explore relationships among ARG subtypes, bacterial communities (species-level), MGEs (subtype-level), and plasmids. Results: The gut microbiome acts as the primary reservoir, exhibiting greater alpha diversity and a higher burden of pathogens/resistomes (including high-risk Rank_I genes). In contrast, the oral microbiome was more sensitive to occupational differences. Significant beta diversity variations in microbiomes, antimicrobial resistance genes (ARGs), and virulence factors were observed exclusively in oral samples. Notably, Salmonella Typhimurium was significantly more prevalent in the oral cavity of BOH workers (R2 = 0.032, p = 0.047), indicating their potential role as intermediaries in foodborne pathogen transmission. Strain-level analysis confirmed that clonal strains of the opportunistic pathogen and probiotics were shared between the oral cavity and the gut. O2PLS analysis identified plasmids as the main correlates of ARGs. Discussion: While the gut serves as the primary reservoir for pathogens/resistomes, restaurant occupational exposure distinctly shapes oral microbial/resistome profiles, underscoring the critical need for reinforced hygiene management, particularly for BOH workers, to mitigate pathogen and resistance transmission.

Keywords: gut, Oral, pathogens, Plasmids, Rank_I ARGs, restaurant occupational exposures, Salmonella

Received: 19 Dec 2025; Accepted: 27 Jan 2026.

Copyright: © 2026 Wang, Li, Liu, Ye, Zhou, Liu, Zhu, Wei, Li, Li, Wu, Peng, Liu, Lu, Zhao and Kan. 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: Xin Lu

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