Submitted:
03 May 2026
Posted:
06 May 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Bacterial Strains and Study Design
2.2. Culture Conditions and Identification
2.3. Antimicrobial Susceptibility Testing
- − Kirby–Bauer disk diffusion method
- − E-test gradient diffusion method
2.4. Phenotypic Detection of Resistance Mechanisms
2.5. Molecular Detection of Resistance Genes (RT-PCR)
2.6. Whole-Genome Sequencing Data and Resistome Analysis
2.6.1. Detection of Acquired AMR Genes
2.6.2. Identification of Chromosomal Resistance-Associated Mutations
- rpsL (streptomycin resistance)
- gyrA and parC (fluoroquinolone resistance)
- regulatory genes (pmrA, pmrB, phoP, phoQ)
2.6.3. Plasmid Analysis
2.6.4. Comparative Analysis
2.7. Statistical Analysis
3. Results
3.1. General Characteristics of the Studied Strains
3.2. Phenotypic Susceptibility to Antimicrobial Agents
3.3. Quantitative Assessment of Antibiotic Activity (MIC Analysis)
- − MIC values as low as 0.023 µg/mL (moxifloxacin)
- − upper MIC values up to 4 µg/mL (amikacin)
- − mean MIC ≈ 1.06 µg/mL
3.4. Phenotypic Detection of Resistance Mechanisms
3.5. Molecular Screening of Antibiotic Resistance Genes (RT-PCR)
- − β-lactam resistance genes: tem, ctx-M-1, shv
- − carbapenemases: kpc, ndm, vim, imp, oxa variants
- − glycopeptide resistance genes: vanA, vanB
- − methicillin resistance gene: mecA
3.6. Whole-Genome Sequencing (WGS) and Resistome Analysis
4. Discussion
5. Conclusions
Author Contributions
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Region | Natural Plague Focus | Years of Human Case Isolations | Yersinia pestis Isolates | |
|---|---|---|---|---|
| Atyrau | Ural–Emba | 1956, 1958, 1964, 1968, 1986, 1988, 1989, 1990, 1992, 1993 | KZ-23-18, KZ-24-18, KZ-25-18, KZ-26-18, KZ-22-18, KZ-19-18, KZ-20-18, KZ-21-18 | |
| Atyrau | Volga–Ural Sand | 1997 | KZ-30-22, KZ-29-17, KZ-50-17, KZ-39-15 | |
| Atyrau, Mangystau | Pre-Ustyurt | 1958, 1959, 1961, 1967, 1975 | KZ-27-19, KZ-48-19, KZ-49-19 | |
| Mangystau, Aktobe | Ustyurt | 1926, 1974, 1975, 1999 | KZ-51-16, KZ-28-20, KZ-40-20, KZ-41-20 | |
| Aktobe, Kyzylorda | North Pre-Aral | 1945,1993, 1999, 2002 | KZ-32-21, KZ-33-21, KZ-34-21, KZ-35-21, KZ-54-21, KZ-55-21, KZ-36-21, KZ-37-21, KZ-38-21, KZ-31-21 | |
| Mangystau | Mangystau | 1926, 1927, 1948, 1964, 1973, 1974, 2003 | KZ-42-23, KZ-43-23, KZ-44-23, KZ-53-22, KZ-45-23, KZ-46-23, KZ-47-23 | |
| Aktobe, Kyzylorda | Pre-Aral–Karakum | 1947, 1948, 1955, 1959, 1966, 1967, 1969, 1971, 1972, 1979, 1990, 1991, 1999, 2001, 2003 |
KZ-10-24, KZ-11-24, KZ-12-24, KZ-13-24, KZ-14-24, KZ-15-24, KZ-61-24, KZ-16-24 | |
| Kyzylorda | Kyzylkum | 1966, 1971,1993, 1999 | KZ-04-27, KZ-05-27, KZ-03-27, KZ-06-27, KZ-60-27, KZ-07-27, KZ-08-27, KZ-09-27 | |
| Almaty | Pre-Balkhash | 1947, 1948, 1989 | KZ-57-30, KZ-58-30, KZ-59-30, KZ-01.30, KZ-56-30, KZ-02-30, | |
| Almaty | Ili Intermountain | 1929 | KZ-17-46, KZ-52-46, KZ-18-46 | |
| Region | Natural Plague Focus | Source of isolation of Yersinia pestis | The years of isolation of Yersinia pestis | Yersinia pestisIsolates |
| Zhambyl | Moyinkum | R. opimus | 2004, 2012 | KZ-66-28, KZ-67-28 |
| Zhambyl | Betpak–Dala | M. meridianus | 2005, 2009 | KZ-68-42, KZ-69-42 |
| Almaty | Taukum | R. opimus | 2004, 2010 | KZ-70-29, KZ-71-29 |
| Kyzylorda | Аryskum–Dariyalyk | R. opimus | 2007, 2011 | KZ-72-22, KZ-73-22 |
| Almaty | Prialakol | R. opimus | 2005, 2008 | KZ-74-45, KZ-75-45 |
| Almaty | Sarydjaz highland | Marmota baibacina | 2007, 2009 | KZ-62-31, KZ-63-31 |
| Zhambyl | Talas highland | M. caudata | 2011, 2012 | KZ-64-40, KZ-65-40 |
| Antibiotic class | Phenotypic result | Quantitative summary | Interpretation |
|---|---|---|---|
| β-lactams | 100% susceptible | Inhibition zone range 23.2–39.8 mm | High activity preserved |
| Tetracyclines | 100% susceptible | 21.0–27.3 mm | Retained activity of first-line drugs |
| Aminoglycosides | 100% susceptible | 18.8–27.8 mm | No phenotypic evidence of resistance |
| Amphenicols | 100% susceptible | 23.1–26.3 mm | Preserved susceptibility |
| Glycopeptides | 100% susceptible | 21.2–25.9 mm | No evidence of resistance determinants in screened panel |
| Lincosamides | 100% susceptible | 21.5–25.9 mm | Uniform susceptibility pattern |
| Quinolones / fluoroquinolones | 100% susceptible | 28.8–36.7 mm | High activity, including ciprofloxacin |
| Other antibiotic classes combined | 97.5% overall susceptibility | 14.2–38.9 mm | Broadly preserved activity |
| Macrolides | Low activity | 0.0–58.0% activity | Consistent with expected low efficacy against Gram-negative bacteria |
| Determinant / feature | Method | Result | Interpretation |
|---|---|---|---|
| tem | RT-PCR | Not detected | No evidence of common acquired β-lactam resistance determinant |
| ctx-M-1 | RT-PCR | Not detected | No ESBL-associated signal |
| shv | RT-PCR | Not detected | No ESBL-associated signal |
| oxa-type targets | RT-PCR | Not detected | No carbapenemase-associated signal in screened panel |
| imp | RT-PCR | Not detected | No metallo-β-lactamase signal |
| kpc | RT-PCR | Not detected | No carbapenemase signal |
| ndm | RT-PCR | Not detected | No carbapenemase signal |
| vim | RT-PCR | Not detected | No carbapenemase signal |
| vanA/B | RT-PCR | Not detected | No glycopeptide resistance determinant detected |
| mecA | RT-PCR | Not detected | No methicillin resistance determinant detected |
| ESBL phenotype | Phenotypic confirmatory testing | Not detected | No phenotypic evidence of extended-spectrum β-lactamase production |
| Acquired AMR plasmids | Preliminary WGS/plasmid review | Not identified | No additional plasmid replicons associated with antimicrobial resistance were identified at the assembly level |
| Category | Feature | Result | Interpretation |
|---|---|---|---|
| Acquired AMR genes | Aminoglycoside resistance genes (strA, strB, aadA, aac, aph) | Not detected | No evidence of acquired aminoglycoside resistance |
| Tetracycline resistance genes (tet-family) | Not detected | No acquired tetracycline resistance | |
| Chloramphenicol resistance genes (cat-family) | Not detected | No acquired amphenicol resistance | |
| Sulfonamide resistance genes (sul1/sul2/sul3) | Not detected | No acquired sulfonamide resistance | |
| β-lactamase genes (bla-family) | Not detected | No acquired β-lactam resistance | |
| Carbapenemases (kpc, ndm, vim, imp, oxa-type) | Not detected | No carbapenem resistance determinants | |
| Other AMR genes (qnr, dfrA, erm, mph) | Not detected | No additional resistance determinants | |
| Chromosomal loci | rpsL (Lys43, Lys88) | No mutations | No streptomycin resistance-associated substitutions |
| gyrA (Ser83, Asp87) | No mutations | No fluoroquinolone resistance-associated substitutions | |
| parC | No variation | Conserved across isolates | |
| pmrA, pmrB, phoQ | No variation | No adaptive resistance-related changes | |
| phoP | Minor variation (2 isolates) | Likely lineage-associated, not linked to AMR | |
| Plasmid content | Core virulence plasmids (pCD, pMT1, pPCP) | Detected in 75/75 isolates | Typical plasmid profile of Y. pestis |
| Cryptic plasmid (pCKF) | Detected in 3/75 isolates | Not associated with AMR | |
| MDR-associated plasmids | Not detected | No plasmid-mediated resistance |
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