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A hybrid PK/PD index for gentamicin dosing in premature neonates: a Monte Carlo simulation study

  • Khalid A. Alfaifi,
  • Saad A. Alsaedi,
  • Mohammed A. Aseeri,
  • Moath M. Alkheliwi,
  • Areej A. Althukair,
  • Abdulelah A. Alzaidi,
  • Sama K. Alfaifi,
  • Faisal K. Alfaifi,
  • Sajwa A. Alfaifi

摘要

Gentamicindosing in premature neonates remains challenging due to developmental pharmacokinetic variability and augmented renal clearance. Conventional PK/PD targets such as Cmax/MIC and AUC/MIC capture distinct pharmacodynamic dimensions but fail to integrate efficacy and toxicity simultaneously (Craig 1998; Sime and Roberts 2020). A Monte Carlo simulation of 3000 premature neonates was conducted using published pharmacokinetic parameters (Germovsek et al. 2019; Smith et al. 2011). A Hybrid PK/PD Index (H-index) integrating peak exposure, cumulative exposure, and toxicity constraints was evaluated across clinically relevant MIC values (0.5–2 mg/L). The H-index demonstrated improved joint probability of target attainment (PTA) compared with standard dosing, with enhanced robustness across MIC variability and reduced exposure dispersion. At MIC 2 mg/L, PTA increased from 40 to 65%. The proposed Hybrid PK/PD index (H-index) provides a conceptually integrated framework for optimizing gentamicin dosing in premature neonates under simulated conditions. While these in silico findings suggest enhanced target attainment, prospective clinical validation in real-world neonatal cohorts is warranted.