Response Surface Methodology Application for Bacteriophage–Antibiotic Antibiofilm Activity Optimization

Author:

Grygorcewicz Bartłomiej12ORCID,Gliźniewicz Marta1,Olszewska Patrycja1,Miłek Dominika1,Czajkowski Artur1,Serwin Natalia1ORCID,Cecerska-Heryć Elżbieta1ORCID,Rakoczy Rafał2ORCID

Affiliation:

1. Faculty of Pharmacy, Medical Biotechnology and Laboratory Medicine, Pomeranian Medical University, Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland

2. Department of Chemical and Process Engineering, Faculty of Chemical Technology and Engineering, West Pomeranian University of Technology in Szczecin, Piastów Ave. 42, 71-065 Szczecin, Poland

Abstract

Phage–antibiotic combination-based protocols are presently under heightened investigation. This paradigm extends to engagements with bacterial biofilms, necessitating novel computational approaches to comprehensively characterize and optimize the outcomes achievable via these combinations. This study aimed to explore the Response Surface Methodology (RSM) in optimizing the antibiofilm activity of bacteriophage–antibiotic combinations. We employ a combination of antibiotics (gentamicin, meropenem, amikacin, ceftazidime, fosfomycin, imipenem, and colistin) alongside the bacteriophage vB_AbaP_AGC01 to combat Acinetobacter baumannii biofilm. Based on the conducted biofilm challenge assays analyzed using the RSM, the optimal points of antibiofilm activity efficacy were effectively selected by applying this methodology, enabling the quantifiable mathematical representations. Subsequent optimization showed the synergistic potential of the anti-biofilm that arises when antibiotics are judiciously combined with the AGC01 bacteriophage, reducing biofilm biomass by up to 80% depending on the antibiotic used. The data suggest that the phage–imipenem combination demonstrates the highest efficacy, with an 88.74% reduction. Notably, the lower concentrations characterized by a high maximum reduction in biofilm biomass were observed in the phage–amikacin combination at cA = 0.00195 and cP = 0.38 as the option that required minimum resources. It is worth noting that only gentamicin antagonism between the phage and the antibiotic was detected.

Funder

National Centre for Research and Development

Publisher

MDPI AG

Subject

Virology,Microbiology (medical),Microbiology

Reference47 articles.

1. Biofilm-specific antibiotic resistance;Mah;Futur. Microbiol.,2012

2. Biofilm-Specific Antibiotic Tolerance and Resistance;Olsen;Eur. J. Clin. Microbiol. Infect. Dis.,2015

3. Environmental Phage-Based Cocktail and Antibiotic Combination Effects on Acinetobacter baumannii Biofilm in a Human Urine Model;Grygorcewicz;Microb. Drug Resist.,2021

4. Development and Use of Personalized Bacteriophage-Based Therapeutic Cocktails To Treat a Patient with a Disseminated Resistant Acinetobacter baumannii Infection;Schooley;Antimicrob. Agents Chemother.,2017

5. Bacteriophages targeting adherent invasive Escherichia coli strains as a promising new treatment for Crohn’s disease;Galtier;J. Crohn’s Colitis,2017

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