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An integrative and translational PKPD modelling approach to explore the combined effect of polymyxin B and minocycline against Klebsiella pneumoniae
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Pharmacy, Department of Pharmacy.ORCID iD: 0000-0001-6910-8480
Univ Med Ctr Rotterdam, Dept Med Microbiol & Infect Dis, Erasmus MC, Rotterdam, Netherlands..ORCID iD: 0000-0001-9209-0178
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Pharmacy, Department of Pharmacy.ORCID iD: 0000-0001-6415-2044
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Medical Sciences, Infection medicine.
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2025 (English)In: International Journal of Antimicrobial Agents, ISSN 0924-8579, E-ISSN 1872-7913, Vol. 65, no 3, article id 107443Article in journal (Refereed) Published
Abstract [en]

Objectives:

To expand a translational pharmacokinetic-pharmacodynamic (PKPD) modelling approach for assessing the combined effect of polymyxin B and minocycline against Klebsiella pneumoniae.

Methods:

A PKPD model developed based on in vitro static time-kill experiments of one strain (ARU613) was first translated to characterize that of a more susceptible strain (ARU705), and thereafter to dynamic time-kill experiments (both strains) and to a murine thigh infection model (ARU705 only). The PKPD model was updated stepwise using accumulated data. Predictions of bacterial killing in humans were performed.

Results:

The same model structure could be used in each translational step, with parameters being re- estimated. Dynamic data were well predicted by static-data-based models. The in vitro/in vivo differences were primarily quantified as a change in polymyxin B effect: a lower killing rate constant in vivo compared with in vitro (concentration of 3 mg/L corresponds to 0.05/h and 57/h, respectively), and a slower adaptive resistance rate (the constant in vivo was 2.5% of that in vitro ). There was no significant difference in polymyxin B-minocycline interaction functions. Predictions based on both in vitro and in vivo parameters indicated that the combination has a greater-than-monotherapy antibacterial effect in humans, forecasting a reduction of approximately 5 and 2 log10 colony-forming units/mL at 24 h, respectively, under combined therapy, while the maximum bacterial load was reached in monotherapy.

Conclusions:

This study demonstrated the utility of the PKPD modelling approach to understand translation of antibiotic effects across experimental systems, and showed a promising antibacterial effect of polymyxin B and minocycline in combination against K. pneumoniae.

Place, publisher, year, edition, pages
Elsevier, 2025. Vol. 65, no 3, article id 107443
Keywords [en]
Translational, pharmacokinetic-pharmacodynamic, modelling, Semi-mechanistic, pharmacokinetic-pharmacodynamic model, Antibiotic combination, Polymyxin B, Minocycline
National Category
Pharmaceutical Sciences Infectious Medicine
Identifiers
URN: urn:nbn:se:uu:diva-551746DOI: 10.1016/j.ijantimicag.2025.107443ISI: 001423872700001PubMedID: 39793934Scopus ID: 2-s2.0-85216961395OAI: oai:DiVA.org:uu-551746DiVA, id: diva2:1947584
Funder
Swedish Research Council, 2018-03296Swedish Research Council, 2019-05911Swedish Research Council, 2020-02320Vinnova, 2021-02699Available from: 2025-03-26 Created: 2025-03-26 Last updated: 2025-03-26Bibliographically approved

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Zhao, Chenyanvan den Berg, SanneWang, ZhigangOlsson, AnnaMalmberg, ChristerLagerbäck, PernillaTängdén, ThomasMuller, Anouk E.Nielsen, Elisabet I.Friberg, Lena E.
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