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Updated: Jun 25, 2026

Population and Single-Cell Analysis of Antibiotic Persistence in Escherichia coli
Published on: March 24, 2023
Integrated multi-omics analysis of fluoroquinolone tolerance mechanisms induced by enrofloxacin in Pasteurella
Yu Qi1, Jiayi Li2, Muhammad Inam1,3
1Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Xincheng Street No. 2888, Changchun, 130118, China.
Background:
The global prevalence of multidrug-resistant bacteria has been rising at an alarming rate, posing a serious threat to both human and animal health. However, the mechanisms by which bacteria acquire antibiotic tolerance and subsequently develop resistance remain incompletely understood.
Methods:
In this study, Pasteurella multocida, a common pathogen in the animal husbandry industry, was exposed to enrofloxacin, and genome resequencing, transcriptomic, and metabolomic analyses were performed to elucidate the adaptive mechanisms of P. multocida under fluoroquinolone-induced stress.
Results:
Compared with the wild-type strain, the enrofloxacin-tolerant strain exhibited an extended lag phase, a prolonged logarithmic phase, reduced sensitivity to polymyxin B, reduced biofilm formation, and an elongated cellular morphology. Multi-omics analysis revealed a deletion in the dusB gene of the tolerant strain, resulting in a truncated non-functional protein. The deletion of dusB enhanced tolerance by prolonging the lag phase and reducing the growth rate. Moreover, the expression of genes in the CAMP pathway was up-regulated, and deletion of cpxR further promoted tolerance by modulating ribosome-associated genes. Integrated transcriptomic and metabolomic analyses indicated activation of the tricarboxylic acid (TCA) cycle during tolerance development.
Conclusion:
This study identified dusB and cpxR as key genes mediating enrofloxacin tolerance in P. multocida, elucidated the association between the antibiotic tolerance, growth, and gene expression, and may provide potential targets for future strategies aimed at limiting tolerance-associated resistance development.
Insights
Multidrug-resistant bacteria pose a global threat. This study reveals that deletions in the dusB and cpxR genes in Pasteurella multocida enhance antibiotic tolerance, offering targets to combat resistance.
Area of Science:
- Microbiology
- Genomics
- Bacterial Pathogenesis
Background:
- Rising global prevalence of multidrug-resistant bacteria threatens human and animal health.
- Mechanisms of antibiotic tolerance and resistance development in bacteria are not fully understood.
Purpose of the Study:
- To elucidate adaptive mechanisms of Pasteurella multocida under fluoroquinolone stress.
- To identify genetic factors contributing to antibiotic tolerance in P. multocida.
Main Methods:
- Exposure of Pasteurella multocida to enrofloxacin.
- Genome resequencing, transcriptomic, and metabolomic analyses.
- Gene deletion studies (dusB and cpxR).
Main Results:
- Enrofloxacin-tolerant P. multocida showed altered growth phases, reduced polymyxin B sensitivity, and changes in cell morphology.
- A dusB gene deletion resulted in a non-functional protein, enhancing tolerance by prolonging lag phase and reducing growth rate.
- Upregulation of CAMP pathway genes and cpxR deletion further promoted tolerance by modulating ribosome-associated genes; TCA cycle activation was observed.
Conclusions:
- dusB and cpxR are identified as key genes mediating enrofloxacin tolerance in P. multocida.
- The study elucidates the link between antibiotic tolerance, bacterial growth, and gene expression.
- Findings suggest potential targets for strategies to limit tolerance-associated resistance development.
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