Keywords acetaminophen, external validation, neonate, NONMEM, paracetamol, population pharmacokinetics Paracetamol (acetaminophen) is commonly used to manage mild and moderate pain in neonates [1]. There has been extensive work exploring the pharmacokinetics of paracetamol in neonates, but few studies have also evaluated the metabolites in conjunction with the parent drug. A recently published population pharmacokinetic model successfully characterized the pharmacokinetics of paracetamol and its metabolites in the plasma and urine of preterm and term neonates and indicated that both weight and postnatal age played an important role in describing the interindividual variability [2]. The FDA suggests that an external validation is the most 'stringent' form of validation for a pharmacokinetic model [3]. Therefore, this analysis sought to validate the previously published model with an external cohort of preterm and term neonates to verify the extrapolation of this model to broader clinical settings.Patients for the validation dataset were recruited from the Gasthuisberg Neonatal Intensive Care Unit, following approval of the study by the local ethics board of the University Hospital, Leuven, Belgium. Informed consent was obtained from the parents. The validation dataset included a total of 793 measured urine and plasma concentrations (353 plasma paracetamol, 132 urinary paracetamol-glucuronide, 154 urinary paracetamol-sulfate and 154 urinary paracetamol concentrations) from 54 neonates with a median postconceptual age (sum of gestational age and postnatal age) of 36 weeks (range: 27-60) and a median weight of 2.5 kg (range: 0.5-6.3) [4]. Thirty of the neonates only had plasma paracetamol samples available. None of the patients had plasma metabolite concentrations measured.The published neonatal paracetamol metabolite model was implemented using non-linear mixed effects modelling software (NONMEM v 7.3; ICON Development Solutions, Elliot City, MD, USA) as previously described [2]. Briefly, the model had a single compartment for plasma paracetamol, 3-plasma compartments for the metabolites (paracetamol-glucuronide, paracetamol-sulfate and the combined oxidative pathway metabolites paracetamol-cysteine and paracetamol-N-acetylcysteine) and 4-urine compartments (one for paracetamol and each of the metabolites).