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

**Authors:** Mengyu Wang, Xueqin Li, Xiao Liu, Ying Ye, Peng Zhou, Yifan Liu, Liudan Zhu, Wei Wei, Zhenpeng Li, Zhe Li, Ruiheng Wu, Yao Peng, Ziyu Liu, Xin Lu, Jiayong Zhao, Biao Kan

PMC · DOI: 10.3389/fmicb.2026.1771459 · Frontiers in Microbiology · 2026-02-16

## TL;DR

Restaurant workers' oral and gut microbes are affected by their job roles, with the gut acting as a main reservoir for pathogens and antibiotic resistance genes.

## Contribution

First comprehensive metagenomic analysis of oral and gut microbiomes in restaurant workers, revealing distinct effects of occupational exposure on resistomes and pathobiomes.

## Key findings

- Gut microbiomes show higher diversity and pathogen/resistance gene burden compared to oral microbiomes.
- Oral microbiomes are more sensitive to occupational differences, with significant variations in resistance genes and virulence factors.
- Salmonella Typhimurium is more prevalent in the oral cavity of back-of-house workers, suggesting a role in foodborne pathogen transmission.

## Abstract

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).

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.

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.

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.

## Full-text entities

- **Genes:** blaTEM [NCBI Gene 6998247]
- **Diseases:** BOH (MESH:D018877), dysbiosis (MESH:D064806), AMR (MESH:D060467), VFs (MESH:D005171), systemic infections (MESH:D012141), inflammation (MESH:D007249), systemic diseases (MESH:D034721), diarrhea (MESH:D003967), bacteremia (MESH:D016470), Crohn's disease (MESH:D003424), infection (MESH:D007239), MGEs (MESH:D014086), Clostridium difficile infection (MESH:D003015), Periodontal disease (MESH:D010510), endocarditis (MESH:D004696)
- **Chemicals:** tigecycline (MESH:D000078304), tetracycline (MESH:D013752), ARGs (-), beta-lactam (MESH:D047090)
- **Species:** Streptococcus oralis (species) [taxon 1303], Klebsiella pneumoniae (species) [taxon 573], Pseudomonas aeruginosa (species) [taxon 287], Salmonella enterica subsp. enterica serovar Typhimurium (no rank) [taxon 90371], Actinomycetota (actinobacteria, phylum) [taxon 201174], Enterobacter (genus) [taxon 547], Pseudomonadota (proteobacteria, phylum) [taxon 1224], Streptococcus gordonii (species) [taxon 1302], Veillonella parvula (species) [taxon 29466], Salmonella enterica (species) [taxon 28901], Weissella viridescens (species) [taxon 1629], Homo sapiens (human, species) [taxon 9606], Bacteria Latreille et al. 1825 (Bacteria stick insect, genus) [taxon 629395], Streptococcus vestibularis (species) [taxon 1343], Neisseria subflava (species) [taxon 28449], Staphylococcus aureus (species) [taxon 1280], Haemophilus parainfluenzae (species) [taxon 729], Fusobacteriia (class) [taxon 203490], Fusobacterium periodonticum (species) [taxon 860], Pseudolactococcus carnosus (s__Lactococcus_A carnosus, species) [taxon 2749961], Porphyromonas bobii (species) [taxon 2811780], Enterococcus faecium (species) [taxon 1352], Streptococcus salivarius (species) [taxon 1304], Acinetobacter baumannii (species) [taxon 470], Bacillota (clostridial firmicutes, phylum) [taxon 1239]

## Full text

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## Figures

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## References

57 references — full list in the complete paper: https://tomesphere.com/paper/PMC12950533/full.md

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Source: https://tomesphere.com/paper/PMC12950533