NGS-Based Genomic Characterization of ESBL/AmpC-Producing Extraintestinal Pathogenic Escherichia coli from Captive Wildlife in Tunisia
Abstract
1. Introduction
2. Results
2.1. Sample Screening and Isolate Recovery
2.2. Phenotypic Antimicrobial Susceptibility Profiles
2.3. Genome Sequencing, Assembly Quality, and Global Annotation Metrics
2.4. Phylogenetic Background and in Silico Typing
2.5. Resistome and Chromosomal Mutations
2.6. Virulence Gene Content, Plasmid Replicons and Mobile Genetic Elements
2.7. Transfer of Resistance
2.8. Predicted Human Pathogenicity
2.9. Core-Genome Relatedness in a Global Context
3. Discussion
4. Materials and Methods
4.1. Bacterial Isolation and Antimicrobial Susceptibility Testing
4.2. DNA Extraction, Library Preparation and Whole-Genome Sequencing
4.3. Read Quality Control and De Novo Assembly
4.4. Genome Annotation and CRISPR Analysis
4.5. In Silico Typing and Phylogenetic Context
4.6. Resistome, Virulome and Mobile Genetic Elements
4.7. Transfer of Resistance Determinants
4.8. In Silico Prediction of Human Pathogenic Potential
4.9. Identification of Closely Related Genomes
4.10. Use of Generative AI
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AMR | Antimicrobial resistance |
| BacMet | Bacterial Metal Resistance Genes database |
| BHI | Brain Heart Infusion |
| bp | base pairs |
| BV-BRC | Bacterial and Viral Bioinformatics Resource Center |
| CARD | Comprehensive Antibiotic Resistance Database |
| CDS | Coding DNA sequences |
| cgMLST | Core-genome multilocus sequence typing |
| CRISPR | Clustered regularly interspaced short palindromic repeats |
| EUCAST | European Committee on Antimicrobial Susceptibility Testing |
| ExPEC | Extraintestinal pathogenic Escherichia coli |
| GDL | Deoxycholate lactose agar |
| MDR | Multidrug resistant/multidrug resistance |
| MGE | Mobile genetic element(s) |
| MLST | Multilocus sequence typing |
| NGS | Next-generation sequencing |
| PBP3 | Penicillin-binding protein 3 |
| PMQR | Plasmid-mediated quinolone resistance |
| QRDR | Quinolone resistance–determining region |
| rMLST | Ribosomal multilocus sequence typing |
| rST | Ribosomal sequence type |
| ST | Sequence type |
| TCDB | Transporter Classification Database |
| VFDB | Virulence Factors of Pathogenic Bacteria database |
| WGS | Whole-genome sequencing |
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| Antimicrobial Class | Antibiotic | Ec1 | Ec4 | Ec2 | Ec3 |
|---|---|---|---|---|---|
| Penicillins | Ampicillin | R | R | R | R |
| Ticarcillin | R | R | R | R | |
| Betalactam/beta-lactamase inhibitor combinations | Amoxicillin-clavulanic acid | R | R | I | I |
| Ticarcillin-clavulanic acid | R | R | I | I | |
| Cephalosporins/monobactam | Cephalothin (1st-gen) | R | R | R | R |
| Cefoxitin (cephamycin) | R | R | S | S | |
| Cefotaxime (3rd-gen) | R | R | R | R | |
| Ceftazidime (3rd-gen) | R | R | R | R | |
| Cefepime (4th-gen) | R | R | R | R | |
| Aztreonam (monobactam) | R | R | R | R | |
| Carbapenems | Ertapenem | S | S | S | S |
| Imipenem | S | S | S | S | |
| Meropenem | S | S | S | S | |
| Aminoglycosides | Tobramycin | R | R | R | R |
| Netilmicin | R | R | I | R | |
| Amikacin | S | S | S | S | |
| Quinolones/fluoroquinolones | Nalidixic acid | R | R | R | R |
| Norfloxacin | R | R | R | R | |
| Ciprofloxacin | R | R | R | R | |
| Tetracyclines/glycylcycline | Tetracycline | R | R | R | R |
| Minocycline | R | R | I | I | |
| Tigecycline | S | S | S | S | |
| Others | Fosfomycin | I | I | I | I |
| Chloramphenicol | R | R | R | R | |
| Trimethoprim-sulfamethoxazole | R | R | R | R |
| Isolate ID | Host | Genome Length (bp) | GC (%) | Contigs | N50 (bp) | L50 | CDS | tRNA | rRNA | AMR Genes (CARD) | Virulence Genes (VFDB) | Metal-Resistance Genes (BacMet) | Transporters (TCDB) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ec1 | Llama | 5,017,117 | 50.55 | 81 | 188,611 | 9 | 4980 | 75 | 4 | 68 | 120 | 145 | 973 |
| Ec2 | Lion | 4,951,530 | 50.64 | 73 | 251,976 | 8 | 4794 | 80 | 3 | 62 | 114 | 144 | 945 |
| Ec3 | Hyena | 4,918,706 | 50.62 | 68 | 180,087 | 9 | 4735 | 76 | 3 | 61 | 114 | 142 | 942 |
| Ec4 | Tiger | 5,025,665 | 50.55 | 97 | 193,171 | 8 | 5016 | 75 | 5 | 68 | 131 | 146 | 977 |
| Sample ID | SRA Run Accession | Biosample Accession | Sequence Type | Serotype | Phylogroup | Antibiotic Resistance Genes | Chromosomal Mutations | Virulence Genes | Plasmids | Insertion Sequences |
|---|---|---|---|---|---|---|---|---|---|---|
| Ec1 | SRR36138962 | SAMN53358001 | ST162 | O134:H19 | B1 | vanG, blaCMY-2, blaTEM-1B, aadA5, dfrA17, catA1, tet(B), blaEC-18, aph(6)-Id, sul2, aph(3′)-Ia, aph(3″)-Ib | gyrA (S83L, D87N), parC (S80I), GlpT (E448K), PBP3 (D350N, S357N), AcrAB-TolC with AcrR mutation, AcrAB-TolC with MarR mutations (Y137H, G103S), soxR and soxS mutations | anr, astA, cib, csgA, cvaC, etsC, fdeC, fimH32, fumC65, gad, hlyE, hlyF, hra, iroN, iss, iucC, iutA, lpfA, mchF, nlpI, ompT, papC, sitA, terC, traJ, traT, yehA, yehB, yehC, yehD, yghJ | ColpVC, IncFIB, IncFIC(FII), IncI1-I(Alpha), IncQ1 | ISEc9, IS629, MITEEc1 (IS630), IS26 |
| Ec2 | SRR36138961 | SAMN53358002 | ST69 | O15:H18 | D | vanG, blaEC-8, qnrS1, blaCTX-M-15, blaTEM-1B, aph(6)-Id, aph (3″)-Ib, sul2, dfrA14 | GlpT (E448K),cyaA (S352T), PBP3 (D350N, S357N), AcrAB-TolC with AcrR mutation, AcrAB-TolC with MarR mutations (Y137H, G103S), soxS, soxR | csgA, fdeC, fimH27, fumC35, gad, hlyE, iss, lpfA, nlpI, ompT, sitA, terC, yehA, yehB, yehC, yehD, yghJ, AslA, chuA, eilA, fyuA, hha, irp2, kpsE, kpsMIII_K96 | IncY | ISEc9, ISKpn19, MITEEc1, ISEc46, ISEc38, IS4, ISSfl10, IS629, ISEc31, IS26 |
| Ec3 | SRR36138960 | SAMN53358003 | ST69 | O15:H18 | D | vanG, blaEC-8, sul2, aph (3″)-Ib, aph (6)-Id, blaTEM-1B, blaCTX-M-15, qnrS1, dfrA14 | GlpT (E448K), cyaA (S352T), PBP3 (D350N, S357N), AcrAB-TolC with AcrR, soxS, soxR, AcrAB-TolC with MarR mutations (Y137H, G103S) | csgA, fdeC, fimH27, fumC35, gad, hlyE, iss, lpfA, nlpI, ompT, sitA, terC, yehA, yehB, yehC, yehD, yghJ, AslA, chuA, eilA, fyuA, hha, irp2, kpsE, kpsMIII_K96 | Col(MG828), IncY | ISEc9, MITEEc1, ISEc46, IS4, ISEc38, ISSfl10, IS629, ISEc31, IS26 |
| Ec4 | SRR36138959 | SAMN53358004 | ST162 | O134:H19 | B1 | vanG, blaCMY-2, blaTEM-1B, blaEC-18, catA1, aadA5, tet(B), sul2, aph (6)-Id, aph (3′)-Ia, dfrA17 | GlpT (E448K), gyrA (D87N, S83L), PBP3 (D350N, S357N), parC (S80I), AcrAB-TolC with AcrR mutation, soxR, soxS, AcrAB-TolC with MarR mutations (Y137H, G103S) | anr, astA, cib, csgA, cvaC, etsC, fdeC, fimH32, fumC65, gad, hlyE, hlyF, hra, iroN, iss, iucC, iutA, lpfA, mchF, nlpI, ompT, papC, sitA, terC, traJ, traT, yehA, yehB, yehC, yehD, yghJ | ColpVC, IncFIB, IncFIC(FII), IncI1-I(Alpha), IncQ1, Col(MG828) | Tn2, ISEc9, MITEEc1, IS629, IS26 |
| Transconjugant | Donor Strain | Co-Transferred Non-β-Lactam Resistance Phenotype * | Genes Detected in Transconjugant |
|---|---|---|---|
| TC-Ec1 | Ec1 | TET, CHL | blaCMY-2, blaTEM-1B |
| TC-Ec2 | Ec2 | SXT, TET, CHL, CIP | blaCTX-M-15, blaTEM-1B, qnrS1, sul2, dfr |
| TC-Ec3 | Ec3 | SXT, TET, CHL, CIP | blaCTX-M-15, blaTEM-1B, qnrS1, sul2, dfr |
| TC-Ec4 | Ec4 | TET, CHL | blaCMY-2, blaTEM-1B |
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Hamzaoui, Z.; Kilani, H.; Ferjani, S.; Maamar, E.; Fakhfakh, A.; Kanzari, L.; Boubaker, I.B.-B. NGS-Based Genomic Characterization of ESBL/AmpC-Producing Extraintestinal Pathogenic Escherichia coli from Captive Wildlife in Tunisia. Antibiotics 2026, 15, 449. https://doi.org/10.3390/antibiotics15050449
Hamzaoui Z, Kilani H, Ferjani S, Maamar E, Fakhfakh A, Kanzari L, Boubaker IB-B. NGS-Based Genomic Characterization of ESBL/AmpC-Producing Extraintestinal Pathogenic Escherichia coli from Captive Wildlife in Tunisia. Antibiotics. 2026; 15(5):449. https://doi.org/10.3390/antibiotics15050449
Chicago/Turabian StyleHamzaoui, Zaineb, Hajer Kilani, Sana Ferjani, Elaa Maamar, Ahmed Fakhfakh, Lamia Kanzari, and Ilhem Boutiba-Ben Boubaker. 2026. "NGS-Based Genomic Characterization of ESBL/AmpC-Producing Extraintestinal Pathogenic Escherichia coli from Captive Wildlife in Tunisia" Antibiotics 15, no. 5: 449. https://doi.org/10.3390/antibiotics15050449
APA StyleHamzaoui, Z., Kilani, H., Ferjani, S., Maamar, E., Fakhfakh, A., Kanzari, L., & Boubaker, I. B.-B. (2026). NGS-Based Genomic Characterization of ESBL/AmpC-Producing Extraintestinal Pathogenic Escherichia coli from Captive Wildlife in Tunisia. Antibiotics, 15(5), 449. https://doi.org/10.3390/antibiotics15050449

