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Updated: May 10, 2026

An Intestine/Liver Microphysiological System for Drug Pharmacokinetic and Toxicological Assessment
Published on: December 3, 2020
Developmental changes in morphine clearance across the entire paediatric age range are best described by a
Chenguang Wang1, Senthilkumar Sadhavisvam, Elke H J Krekels
1LACDR, Division of Pharmacology, Leiden University, Leiden, The Netherlands.
Insights
This study developed a bodyweight-based exponential (BDE) model to accurately predict morphine clearance in children. The BDE model effectively scales morphine and glucuronidation clearance across all pediatric age ranges.
Area of Science:
- Pharmacokinetics
- Pediatric Pharmacology
- Drug Metabolism
Background:
- Morphine clearance in neonates and children exhibits significant developmental changes.
- Previous models successfully scaled morphine clearance using a bodyweight-based exponential (BDE) function for specific age groups.
Purpose of the Study:
- To characterize developmental changes in morphine clearance across the entire pediatric age range.
- To develop and validate a model for predicting morphine clearance in neonates, infants, children, and adolescents.
Main Methods:
- Analysis of morphine and morphine-3-glucuronide (M3G) concentration data from 358 pediatric patients and 117 adolescents using NONMEM 7.2.
- Development of two population pharmacokinetic models: one using morphine data and another incorporating both morphine and M3G data.
Main Results:
- The BDE model accurately described morphine clearance across the pediatric age range, with the allometric exponent decreasing sigmoidally with bodyweight.
- In the second model, exponents for M3G formation and elimination clearance also decreased with bodyweight, indicating developmental changes in glucuronidation.
- The BDE model eliminated the need for additional size or age parameters.
Conclusions:
- The BDE model successfully scaled total morphine clearance and M3G-mediated glucuronidation clearance from preterm neonates to adults.
- The model accounts for the changing allometric exponent across the pediatric age range, from values >1 in neonates to <1 in infants and children.
Background And Objective:
Morphine clearance has been successfully scaled from preterm neonates to 3-year-old children on the basis of a bodyweight-based exponential (BDE) function and age younger or older than 10 days. The aim of the current study was to characterize the developmental changes in morphine clearance across the entire paediatric age range.
Methods:
Morphine and morphine-3-glucuronide (M3G) concentration data from 358 (pre)term neonates, infants, children and adults, and morphine concentration data from 117 adolescents were analysed using NONMEM 7.2. Based on available data, two models were developed: I. using morphine data; II. using morphine and M3G data.
Results:
In model I, morphine clearance across the paediatric age range was very well described by a BDE function in which the allometric exponent decreased in a sigmoidal manner with bodyweight (BDE model) from 1.47 to 0.88, with half the decrease in exponent reached at 4.01 kg. In model II, the exponent for the formation and elimination clearance of M3G was found to decrease from 1.56 to 0.89 and from 1.06 to 0.61, with half the decrease reached at 3.89 and 4.87 kg, respectively. Using the BDE model, there was no need to use additional measures for size or age.
Conclusion:
The BDE model was able to scale both total morphine clearance and glucuronidation clearance through the M3G pathway across all age ranges between (pre)term neonates and adults by allowing the allometric exponent to decrease across the paediatric age range from values higher than 1 for neonates to values lower than 1 for infants and children.
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