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Article

Integrated Genetic Characterization and Quantitative Risk Assessment of Cephalosporin- and Ciprofloxacin-Resistant Salmonella in Pork from Thailand

by
Thawanrut Kiatyingangsulee
1,2,
Si Thu Hein
3,
Rangsiya Prathan
4,5,
Songsak Srisanga
4,5,
Saharuetai Jeamsripong
4,5 and
Rungtip Chuanchuen
4,5,*
1
National Institute of Animal Health, Department of Livestock Development, Bangkok 10900, Thailand
2
Department of Veterinary Public Health, Chulalongkorn University, Bangkok 10330, Thailand
3
Department of Anatomy, University of Veterinary Science, Yezin 15013, Myanmar
4
Research Unit in Microbial Food Safety and Antimicrobial Resistance, Department of Veterinary Public Health, Faculty of Veterinary Science, Chulalongkorn University, Bangkok 10330, Thailand
5
Center for Antimicrobial Resistance Monitoring in Food-Borne Pathogens, Faculty of Veterinary Science, Chulalongkorn University, Bangkok 10330, Thailand
*
Author to whom correspondence should be addressed.
Antibiotics 2025, 14(12), 1198; https://doi.org/10.3390/antibiotics14121198
Submission received: 27 October 2025 / Revised: 22 November 2025 / Accepted: 24 November 2025 / Published: 27 November 2025

Abstract

Background/Objectives: This study assessed the risk associated with third-generation cephalosporin- and fluoroquinolone-resistant Salmonella from pork consumption by integrating phenotypic resistance profiles with genetic data to characterize the risks and transmission pathways. Methods: Salmonella were isolated from raw pork meat samples (n = 793) collected from fresh markets and hypermarkets across Bangkok during 2021–2022, of which 150 were extended-spectrum β-lactamase (ESBL)-producing and 31 were fluoroquinolone-resistant isolates. Phenotypic and genotypic resistance profiles were characterized. Quantitative antimicrobial resistance risk assessment (AMR RA) was conducted using a dose–response model. Results: Salmonella spp. was detected in 42.75% of pork samples, with a higher prevalence in fresh markets (75.5%) than in hypermarket samples and with concentrations ranging from 1.3 to 180 MPN/g. Twenty-eight percent of isolates were ESBL producers, with ciprofloxacin and levofloxacin resistance observed in 5.3% and 3.0%, respectively. The blaCTX-M55 genes were located on conjugative plasmids. Whole genome sequencing revealed both vertical and horizontal gene transfer. IncHI2/N and IncC plasmids shared conserved backbones and resistance gene architectures, indicating horizontal dissemination of resistance genes. Phylogenomics suggested possible clonal transmission among pigs, pork, and humans. AMR RA estimated 88,194 annual illness cases per 100,000 people from ESBL-producing Salmonella and 61,877 from ciprofloxacin-resistant strain, compared with 95,328 cases predicted by QMRA from Salmonella contamination. Cooking pork at ≥64 °C for 3 min eliminated the risk in all scenarios. Sensitivity analysis identified initial contamination level and cooking temperature as key determinants. Conclusions: Raw pork meat consumption represents the highest risk, which can be mitigated by thorough cooking (>64 °C, ≥3 min), while integrating genomic data enhances AMR hazard identification, source attribution, and exposure assessment. Therefore, promoting well-cooked meat consumption and safe cooking practices, alongside the use of AMR genetic data to inform targeted interventions, is recommended.
Keywords: ciprofloxacin resistance; ESBL production; pork; QMRA; Salmonella ciprofloxacin resistance; ESBL production; pork; QMRA; Salmonella

Share and Cite

MDPI and ACS Style

Kiatyingangsulee, T.; Hein, S.T.; Prathan, R.; Srisanga, S.; Jeamsripong, S.; Chuanchuen, R. Integrated Genetic Characterization and Quantitative Risk Assessment of Cephalosporin- and Ciprofloxacin-Resistant Salmonella in Pork from Thailand. Antibiotics 2025, 14, 1198. https://doi.org/10.3390/antibiotics14121198

AMA Style

Kiatyingangsulee T, Hein ST, Prathan R, Srisanga S, Jeamsripong S, Chuanchuen R. Integrated Genetic Characterization and Quantitative Risk Assessment of Cephalosporin- and Ciprofloxacin-Resistant Salmonella in Pork from Thailand. Antibiotics. 2025; 14(12):1198. https://doi.org/10.3390/antibiotics14121198

Chicago/Turabian Style

Kiatyingangsulee, Thawanrut, Si Thu Hein, Rangsiya Prathan, Songsak Srisanga, Saharuetai Jeamsripong, and Rungtip Chuanchuen. 2025. "Integrated Genetic Characterization and Quantitative Risk Assessment of Cephalosporin- and Ciprofloxacin-Resistant Salmonella in Pork from Thailand" Antibiotics 14, no. 12: 1198. https://doi.org/10.3390/antibiotics14121198

APA Style

Kiatyingangsulee, T., Hein, S. T., Prathan, R., Srisanga, S., Jeamsripong, S., & Chuanchuen, R. (2025). Integrated Genetic Characterization and Quantitative Risk Assessment of Cephalosporin- and Ciprofloxacin-Resistant Salmonella in Pork from Thailand. Antibiotics, 14(12), 1198. https://doi.org/10.3390/antibiotics14121198

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