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Phage-antibiotic combinations against Klebsiella pneumoniae: impact of methodological approaches on effect evaluation
Roman B Gorodnichev1, Anastasiia O Krivulia1,2, Maria A Kornienko1
1Department of Biomedicine and Genomics, Lopukhin Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, Moscow, Russia.
Background:
The combined use of bacteriophages and antibiotics represents a promising strategy for combating multidrug-resistant bacterial pathogens. However, the lack of uniformity in methods for assessing combination effects and experimental protocols has resulted in inconsistent findings across studies. This study aimed to evaluate the effects of interactions between phages and antibiotics on Klebsiella pneumoniae strains using various statistical approaches to formalize combination effects.
Methods:
Effects were assessed for four antibiotics from distinct classes (gentamicin, levofloxacin, meropenem, chloramphenicol), three phages from different genera (Dlv622, Seu621, FRZ284), and a depolymerase (Dep622) on three K. pneumoniae strains of the KL23 capsule type. Antibiotics were used at Cmax concentrations, and phages at sublethal levels. A modified t-test, Bliss independence model, two-way ANOVA, and checkerboard assay were employed to evaluate the results.
Results:
Among 48 combinations, 33 effects were statistically significant, including 26 cases of synergy and 7 of antagonism. All statistical methods showed consistency in identifying effects; however, the t-test and Bliss method detected a greater number of effects. The strongest synergy was observed with levofloxacin in combination with Seu621 or Dep622 across all bacterial strains. Checkerboard assays confirmed synergy in selected cases but indicated that combined effects could vary with antimicrobial concentrations.
Conclusion:
The choice of analytical method substantially impacts the detection of phage-antibiotic effects. The t-test and Bliss method, due to their simplicity and sensitivity, may be optimal for clinical application, while two-way ANOVA for confirming strong interactions. These results emphasize the need to consider interaction characteristics when designing therapeutic strategies.
Insights
Phage-antibiotic combinations show promise against resistant bacteria. Statistical methods impact results, with t-test and Bliss methods identifying more effects for potential clinical use.
Area of Science:
- Microbiology
- Bacteriology
- Antimicrobial Resistance
Background:
- Combined phage and antibiotic therapy offers a strategy against multidrug-resistant pathogens.
- Inconsistent findings exist due to varied assessment methods for phage-antibiotic interactions.
- Standardizing methods is crucial for reliable evaluation of combination therapies.
Purpose of the Study:
- To evaluate phage-antibiotic interaction effects on Klebsiella pneumoniae.
- To compare various statistical approaches for formalizing combination effects.
- To identify optimal methods for detecting synergistic or antagonistic interactions.
Main Methods:
- Tested antibiotics (gentamicin, levofloxacin, meropenem, chloramphenicol) and phages (Dlv622, Seu621, FRZ284) against K. pneumoniae strains.
- Utilized a depolymerase (Dep622) in combination assays.
- Employed modified t-test, Bliss independence model, two-way ANOVA, and checkerboard assays for effect evaluation.
Main Results:
- 33 of 48 combinations showed statistically significant effects (26 synergy, 7 antagonism).
- t-test and Bliss methods detected more effects than ANOVA or checkerboard assays.
- Levofloxacin with Seu621 or Dep622 demonstrated the strongest synergy across strains.
Conclusions:
- Analytical method choice significantly influences the detection of phage-antibiotic effects.
- Simpler, sensitive methods like t-test and Bliss may suit clinical applications.
- Understanding interaction characteristics is vital for developing effective therapeutic strategies.
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