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. 2025 Mar 3;15(1):7400.
doi: 10.1038/s41598-025-91516-9.

Wastewater based genomic surveillance key to population level monitoring of AmpC/ESBL producing Escherichia coli

Collaborators, Affiliations

Wastewater based genomic surveillance key to population level monitoring of AmpC/ESBL producing Escherichia coli

Ahmad Ibrahim Al-Mustapha et al. Sci Rep. .

Abstract

Antimicrobial resistance (AMR) is a serious threat to global public health, but obtaining representative data on AMR for healthy human populations is difficult. Here, we leverage the power of whole genome sequencing (WGS) to screen AmpC- and extended-spectrum beta-lactamase (ESBL)-producing Escherichia coli from 77 composite samples obtained from 10 wastewater treatment plants across Finland. We found a high abundance of multidrug-resistant AmpC/ESBL-producing E. coli and significant differences in the diversity of AMR genes between the sampled cities. The in silico analysis of 73 short-read genome sequences shows the clonally diverse isolates consisting of 30 sequence types (STs), including the globally distributed pandemic ST131 clone. The CTX-M ESBL genes were detected in 86.3% (63/73) of the isolates concurrently with the blaTEM-1 (31.5%, 23/73) and blaOXA-1 (9.6%, 7/73) genes. The most prevalent ESBL genes were blaCTX-M-15 (46.6%, 34/73), blaCTX-M-27 (16.4%, 12/73), blaCTX-M-14 (4.1%, 3/73), and blaCTX-M-55 (4.1%, 3/73). Two isolates harboured the carbapenemase resistance gene, blaKPC-2 and blaNDM-1, respectively. In addition, WGS predicted phenotypic resistance against aminoglycosides, beta-lactams, cephalosporins, quinolones, sulfonamides, carbapenems, and polymyxins. The diversity of antibiotic- and stress-resistance genes correlated with the clinical incidence reported in the Finnish AMR report. Core-genome MLST revealed two wastewater genomic clusters but no genomic clusters among human and wastewater ST131 isolates. Our findings suggest the circulation of distinct clonal lineages of AmpC/ESBL-producing E. coli across Finland, with variations in AMR gene diversity and abundance by wellbeing service county. Also, our findings underscore the fact that wastewater surveillance could be key to population-level monitoring of AmpC/ESBL-producing Escherichia coli and can serve as complementary data to guide public health decisions. We propose longitudinal WGS-based epidemiology as an economically feasible approach for global AMR surveillance, pathogen evolution, and prediction of AMR.

Keywords: Escherichia coli; Antibiotic resistance genes; Antimicrobial resistance; Extended spectrum beta lactamase; One Health; Population surveillance.

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Conflict of interest statement

Declarations. Competing interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. Kirsi-Maarit Lehto and Sami Oikarinen are the stakeholders of GreenSeq Ltd. Finland. All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations or those of the publisher, the editors, or the reviewers.

Figures

Fig. 1
Fig. 1
The presence of antibiotic, disinfectant, and stress resistance genes in AmpC/ESBL-producing Escherichia coli isolates from wastewater predicted by in silico genotyping. Green boxes – efflux pumps; Yellow boxes - metal resistance genes; Blue boxes – antibiotics resistance genes; and Black boxes indicate chromosomal mutations that confer antimicrobial resistance.
Fig. 2
Fig. 2
(a) Relative abundance of antibiotic resistance genes per antimicrobial class across the 10 major wastewater treatment plants (WWTPs) in Finland. (Sulfa/Trim - Sulfamethoxazole/Trimethoprim). (b) Relative abundance of the metal and stress resistance genes across the sampled WWTPs.
Fig. 3
Fig. 3
(a) Minimum Spanning Tree showing relatedness of wastewater ESBL-producing E. coli isolates (n = 73). The Ridom SeqSphere+ MST was based on 2513 genes using a cluster distance threshold of 20. (b) Minimum Spanning Tree from the core genome MLST of 39 ST131 isolates from wastewater isolates (n = 18) from this study and human isolates (n = 21) from Kurittu et al. in Finland. WW- wastewater. The Ridom SeqSphere+ MST was based on 2513 genes using a cluster distance threshold of 10.
Fig. 3
Fig. 3
(a) Minimum Spanning Tree showing relatedness of wastewater ESBL-producing E. coli isolates (n = 73). The Ridom SeqSphere+ MST was based on 2513 genes using a cluster distance threshold of 20. (b) Minimum Spanning Tree from the core genome MLST of 39 ST131 isolates from wastewater isolates (n = 18) from this study and human isolates (n = 21) from Kurittu et al. in Finland. WW- wastewater. The Ridom SeqSphere+ MST was based on 2513 genes using a cluster distance threshold of 10.

References

    1. World Health Organization. Antimicrobial Resistance: Global Report on Surveillance. [https://apps.who.int/iris/bitstream/10665/112642/1/9789241564748_eng.pdf] (WHO Press, World Health Organization, Geneva, 2014).
    1. Clarke, L. M. et al. A review of wastewater-based epidemiology for antimicrobial resistance surveillance. J. Environ. Expo. Assess.10.20517/jeea.2023.29 (2024).
    1. Hendriksen, R. S. et al. Global monitoring of antimicrobial resistance based on metagenomics analyses of urban sewage. Nat Commun10.1038/s41467-019-08853-3 (2019). - PMC - PubMed
    1. Hay, S. I. et al. Measuring and mapping the global burden of antimicrobial resistance. BMC Med.16, 78 (2018). - PMC - PubMed
    1. Algammal, A. M. & Behzadi, P. Antimicrobial resistance: a global public health concern that needs perspective combating strategies and new talented antibiotics. Discov. Med.10.24976/Discov.Med.202436188.177 (2024). - PubMed

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