Achievement of therapeutic antibiotic exposures using Bayesian dosing software in critically unwell children and adults with sepsis

Intensive Care Med. 2024 Apr;50(4):539-547. doi: 10.1007/s00134-024-07353-3. Epub 2024 Mar 13.

Abstract

Purpose: Early recognition and effective treatment of sepsis improves outcomes in critically ill patients. However, antibiotic exposures are frequently suboptimal in the intensive care unit (ICU) setting. We describe the feasibility of the Bayesian dosing software Individually Designed Optimum Dosing Strategies (ID-ODS™), to reduce time to effective antibiotic exposure in children and adults with sepsis in ICU.

Methods: A multi-centre prospective, non-randomised interventional trial in three adult ICUs and one paediatric ICU. In a pre-intervention Phase 1, we measured the time to target antibiotic exposure in participants. In Phase 2, antibiotic dosing recommendations were made using ID-ODS™, and time to target antibiotic concentrations were compared to patients in Phase 1 (a pre-post-design).

Results: 175 antibiotic courses (Phase 1 = 123, Phase 2 = 52) were analysed from 156 participants. Across all patients, there was no difference in the time to achieve target exposures (8.7 h vs 14.3 h in Phase 1 and Phase 2, respectively, p = 0.45). Sixty-one courses in 54 participants failed to achieve target exposures within 24 h of antibiotic commencement (n = 36 in Phase 1, n = 18 in Phase 2). In these participants, ID-ODS™ was associated with a reduction in time to target antibiotic exposure (96 vs 36.4 h in Phase 1 and Phase 2, respectively, p < 0.01). These patients were less likely to exhibit subtherapeutic antibiotic exposures at 96 h (hazard ratio (HR) 0.02, 95% confidence interval (CI) 0.01-0.05, p < 0.01). There was no difference observed in in-hospital mortality.

Conclusions: Dosing software may reduce the time to achieve target antibiotic exposures. It should be evaluated further in trials to establish its impact on clinical outcomes.

Keywords: Antibiotics; Dosing software; Pharmacokinetic–pharmacodynamic; Sepsis.

Publication types

  • Clinical Trial
  • Multicenter Study

MeSH terms

  • Adult
  • Anti-Bacterial Agents* / therapeutic use
  • Bayes Theorem
  • Child
  • Critical Illness / therapy
  • Humans
  • Intensive Care Units, Pediatric
  • Prospective Studies
  • Sepsis* / drug therapy
  • Software

Substances

  • Anti-Bacterial Agents