1. A New Pharmacokinetic-Pharmacodynamic Model To Characterize the Inoculum Effect of Acinetobacter baumannii on Polymyxin B In Vitro
- Author
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Sandrine Marchand, Vincent Aranzana-Climent, Julien M. Buyck, Mathilde Lacroix, Laure Prouvensier, William Couet, Alexia Chauzy, Grace Akrong, and Luc Deroche
- Subjects
Pharmacology ,Acinetobacter baumannii ,biology ,medicine.drug_class ,Chemistry ,Antibiotics ,Drug Synergism ,Microbial Sensitivity Tests ,biology.organism_classification ,Antimicrobial ,In vitro ,Microbiology ,Anti-Bacterial Agents ,Infectious Diseases ,In vivo ,Drug Resistance, Multiple, Bacterial ,medicine ,Pharmacology (medical) ,Bacteria ,Polymyxin B ,EC50 ,medicine.drug - Abstract
The inoculum effect (i.e., reduction in antimicrobial activity at large starting inoculum) is a phenomenon described for various pathogens. Given that limited data exist regarding inoculum effect of Acinetobacter baumannii, we evaluated killing of A. baumannii by polymyxin B, a last-resort antibiotic, at several starting inocula and developed a pharmacokinetic-pharmacodynamic (PKPD) model to capture this phenomenon. In vitro static time-kill experiments were performed using polymyxin B at concentrations ranging from 0.125 to 128 mg/L against a clinical A. baumannii isolate at four starting inocula from 10(5) to 10(8) CFU/mL. Samples were collected up to 30 h to quantify the viable bacterial burden and were simultaneously modeled in the NONMEM software program. The expression of polymyxin B resistance genes (lpxACD, pmrCAB, and wzc), and genetic modifications were studied by RT-qPCR and DNA sequencing experiments, respectively. The PKPD model included a single homogeneous bacterial population with adaptive resistance. Polymyxin B effect was modeled as a sigmoidal E(max) model and the inoculum effect as an increase of polymyxin B EC(50) with increasing starting inoculum using a power function. Polymyxin B displayed a reduced activity as the starting inoculum increased: a 20-fold increase of polymyxin B EC(50) was observed between the lowest and the highest inoculum. No effects of polymyxin B and inoculum size were observed on the studied genes. The proposed PKPD model successfully described and predicted the pronounced in vitro inoculum effect of A. baumannii on polymyxin B activity. These results should be further validated using other bacteria/antibiotic combinations and in vivo models.
- Published
- 2022