Johannes N. van den Anker

Morphine glucuronidation in preterm neonates, infants and children younger than 3 years

Background and objectiveA considerable amount of drug use in children is still unlicensed or off-label. In order to derive rational dosing schemes, the influence of aging on glucuronidation capacity in newborns, including preterms, infants and children under the age of 3 years was studied using morphine and its major metabolites as a model drug.MethodsA population pharmacokinetic model was developed with the nonlinear mixed-effects modelling software NONMEM® V, on the basis of 2159 concentrations of morphine and its glucuronides from 248 infants receiving intravenous morphine ranging in bodyweight from 500 g to 18 kg (median 2.8 kg). The model was internally validated using normalized prediction distribution errors.ResultsFormation clearances of morphine to its glucuronides and elimination clearances of the glucuronides were found to be primarily influenced by bodyweight, which was parameterized using an allometric equation with an estimated exponential scaling factor of 1.44. Additionally, a postnatal age of less than 10 days was identified as a covariate for formation clearance to the glucuronides, independent of birthweight or postmenstrual age. Distribution volumes scaled linearly with bodyweight.ConclusionsModel-based simulations show that in newborns, including preterms, infants and children under the age of 3 years, a loading dose in µg/kg and a maintenance dose expressed in µg/kg1.5/h, with a 50% reduction of the maintenance dose in newborns younger than 10 days, results in a narrow range of morphine and metabolite serum concentrations throughout the studied age range. Future pharmacodynamic investigations are needed to reveal target concentrations in this population, after which final dosing recommendations can be made.

Maturation of the glomerular filtration rate in neonates, as reflected by amikacin clearance

Background and ObjectivesDuring the newborn period and early infancy, renal function matures, resulting in changes in the glomerular filtration rate (GFR). This study was performed to quantify developmental changes in the GFR in (pre)term neonates by use of amikacin clearance as proof of concept. The model was used to derive a rational dosing regimen in comparison with currently used dosing regimens for amikacin.MethodsPopulation pharmacokinetic modelling was performed in nonlinear mixed-effect modelling software (NONMEM version 6.2) using data from 874 neonates obtained from two previously published datasets (gestational age 24–43 weeks; postnatal age 1–30 days; birthweight 385–4650 g). The influence of different age-related, weight-related and other covariates was investigated. The model was validated both internally and externally.ResultsPostmenstrual age was identified as the most significant covariate on clearance. However, the combination of birthweight and postnatal age proved to be superior to postmenstrual age alone. Birthweight was best described using an allometric function with an exponent of 1.34. Postnatal age was identified using a linear function with a slope of 0.2, while co-administration of ibuprofen proved to be a third covariate. Current bodyweight was the most important covariate for the volume of distribution, using an allometric function. The external evaluation supported the prediction of the final pharmacokinetic model. This analysis illustrated clearly that the currently used dosing regimens for amikacin in reference handbooks may possibly increase the risk of toxicities and should be revised. Consequently, a new model-based dosing regimen based on current bodyweight and postnatal age was derived.ConclusionsAmikacin clearance, reflecting the GFR in neonates, can be predicted by birthweight representing the antenatal state of maturation of the kidney, postnatal age representing postnatal maturation, and co-administration of ibuprofen. Finally, the model reflects maturation of the GFR, allowing for adjustments of dosing regimens for other renally excreted drugs in preterm and term neonates.

A Neonatal Amikacin Covariate Model Can Be Used to Predict Ontogeny of Other Drugs Eliminated Through Glomerular Filtration in Neonates

ABSTRACTPurposeRecently, a covariate model characterizing developmental changes in clearance of amikacin in neonates has been developed using birth bodyweight and postnatal age. The aim of this study was to evaluate whether this covariate model can be used to predict maturation in clearance of other renally excreted drugs.MethodsFive different neonatal datasets were available on netilmicin, vancomycin, tobramycin and gentamicin. The extensively validated covariate model for amikacin clearance was used to predict clearance of these drugs. In addition, independent reference models were developed based on a systematic covariate analysis.ResultsThe descriptive and predictive properties of the models developed using the amikacin covariate model were good, and fairly similar to the independent reference models (goodness-of-fit plots, NPDE). Moreover, similar clearance values were obtained for both approaches. Finally, the same covariates as in the covariate model of amikacin, i.e. birth bodyweight and postnatal age, were identified on clearance in the independent reference models.ConclusionsThis study shows that pediatric covariate models may contain physiological information since information derived from one drug can be used to describe other drugs. This semi-physiological approach may be used to optimize sparse data analysis and to derive individualized dosing algorithms for drugs in children.

Physiologically Based Pharmacokinetic Modeling in Pediatric Drug Development: A Clinician’s Request for a More Integrated Approach

1 Neonatal Intensive Care Unit, Division of Woman and Child, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium 2 Division of Pediatric Clinical Pharmacology, Children’s National Medical Center, Washington, DC, USA 3 Departments of Pediatrics, Pharmacology, and Physiology, The School of Medicine and Health Sciences George Washington University, Washington, DC, USA 4 Intensive Care Ward, Erasmus MC-Sophia Children’s Hospital, Rotterdam, The Netherlands

Population Pharmacokinetics of Ciprofloxacin in Neonates and Young Infants Less than Three Months of Age

ABSTRACT Ciprofloxacin is used in neonates with suspected or documented Gram-negative serious infections. Currently, its use is off-label partly because of lack of pharmacokinetic studies. Within the FP7 EU project TINN (Treat Infection in NeoNates), our aim was to evaluate the population pharmacokinetics of ciprofloxacin in neonates and young infants <3 months of age and define the appropriate dose in order to optimize ciprofloxacin treatment in this vulnerable population. Blood samples were collected from neonates treated with ciprofloxacin and concentrations were quantified by high-pressure liquid chromatography–mass spectrometry. Population pharmacokinetic analysis was performed using NONMEM software. The data from 60 newborn infants (postmenstrual age [PMA] range, 24.9 to 47.9 weeks) were available for population pharmacokinetic analysis. A two-compartment model with first-order elimination showed the best fit with the data. A covariate analysis identified that gestational age, postnatal age, current weight, serum creatinine concentration, and use of inotropes had a significant impact on ciprofloxacin pharmacokinetics. Monte Carlo simulation demonstrated that 90% of hypothetical newborns with a PMA of <34 weeks treated with 7.5 mg/kg twice daily and 84% of newborns with a PMA ≥34 weeks and young infants receiving 12.5 mg/kg twice daily would reach the AUC/MIC target of 125, using the standard EUCAST MIC susceptibility breakpoint of 0.5 mg/liter. The associated risks of overdose for the proposed dosing regimen were <8%. The population pharmacokinetics of ciprofloxacin was evaluated in neonates and young infants <3 months old, and a dosing regimen was established based on simulation.

Population pharmacokinetics of midazolam and its metabolites in overweight and obese adolescents

AIM In view of the increasing prevalence of obesity in adolescents, the aim of this study was to determine the pharmacokinetics of the CYP3A substrate midazolam and its metabolites in overweight and obese adolescents. METHODS Overweight (BMI for age ≥ 85(th) percentile) and obese (BMI for age ≥ 95(th) percentile) adolescents undergoing surgery received 2 or 3 mg intravenous midazolam as a sedative drug pre-operatively. Blood samples were collected until 6 or 8 h post-dose. Population pharmacokinetic modelling and systematic covariate analysis were performed using nonmem 7.2. RESULTS Nineteen overweight and obese patients with a mean body weight of 102.7 kg (62-149.8 kg), a mean BMI of 36.1 kg m(-2) (24.8-55 kg m(-2)), and a mean age of 15.9 years (range 12.5-18.9 years) were included. In the model for midazolam and metabolites, total body weight was not of influence on clearance (0.66 l min(-1) (RSE 8.3%)), while peripheral volume of distribution of midazolam (154 l (11.2%)), increased substantially with total body weight (P < 0.001). The increase in peripheral volume could be explained by excess body weight (WTexcess ) instead of body weight related to growth (WTfor age and length ). CONCLUSIONS The pharmacokinetics of midazolam and its metabolites in overweight and obese adolescents show a marked increase in peripheral volume of distribution and a lack of influence on clearance. The findings may imply a need for a higher initial infusion rate upon initiation of a continuous infusion in obese adolescents.

Pharmacokinetics of Aminoglycosides in the Newborn

Aminoglycosides have played a major role in antimicrobial therapy since their discovery in the 1940s. Their bactericidal efficacy in gram-negative infections, synergism with beta-lactam antibiotics, limited bacterial resistance, and low cost have given these agents a firm place in antimicrobial treatment. After penicillins, aminoglycosides are the most commonly used drugs in the neonatal intensive care unit. While the pharmacodynamic action on the bacterial target is obviously the same in neonates as compared to children and adults, dramatic differences exist in terms of pharmacokinetics. Renal function is the most important determinant in respect to the elimination of aminoglycosides and, depending on the age and development of the newborn infant, dramatic changes in renal clearing capacity have been documented. The incorporation of this knowledge about the developing kidney has, very recently, resulted in a revised aminoglycoside dosing guideline for use in newborn infants. This article will therefore address the rationale behind this new dosing regimen and also explain why this has resulted in clinically important changes in how to perform therapeutic drug monitoring of aminoglycosides in neonates to ensure safe and effective use of these frequently used medicines in this vulnerable population.

Towards rational dosing algorithms for vancomycin in neonates and infants based on population pharmacokinetic modeling

ABSTRACT Because of the recent awareness that vancomycin doses should aim to meet a target area under the concentration-time curve (AUC) instead of trough concentrations, more aggressive dosing regimens are warranted also in the pediatric population. In this study, both neonatal and pediatric pharmacokinetic models for vancomycin were externally evaluated and subsequently used to derive model-based dosing algorithms for neonates, infants, and children. For the external validation, predictions from previously published pharmacokinetic models were compared to new data. Simulations were performed in order to evaluate current dosing regimens and to propose a model-based dosing algorithm. The AUC/MIC over 24 h (AUC24/MIC) was evaluated for all investigated dosing schedules (target of >400), without any concentration exceeding 40 mg/liter. Both the neonatal and pediatric models of vancomycin performed well in the external data sets, resulting in concentrations that were predicted correctly and without bias. For neonates, a dosing algorithm based on body weight at birth and postnatal age is proposed, with daily doses divided over three to four doses. For infants aged <1 year, doses between 32 and 60 mg/kg/day over four doses are proposed, while above 1 year of age, 60 mg/kg/day seems appropriate. As the time to reach steady-state concentrations varies from 155 h in preterm infants to 36 h in children aged >1 year, an initial loading dose is proposed. Based on the externally validated neonatal and pediatric vancomycin models, novel dosing algorithms are proposed for neonates and children aged <1 year. For children aged 1 year and older, the currently advised maintenance dose of 60 mg/kg/day seems appropriate.

Adverse drug reactions in neonates and infants: a population‐tailored approach is needed

Drug therapy is a powerful tool to improve outcome, but there is an urgent need to improve pharmacotherapy in neonates through tailored prevention and management of adverse drug reactions (ADRs). At present, infants commonly receive off-label drugs, at dosages extrapolated from those in children or adults. Besides the lack of labelling, inappropriate formulations, (poly)pharmacy, immature organ function and multiple illnesses further raise the risk for ADRs in neonates and infants. Pharmacovigilance to improve the prevention and management of ADRs needs to be tailored to neonates and infants. We illustrate this using prevention strategies for drug prescription and administration errors (e.g. formulation, bedside manipulation, access), detection through laboratory signalling or clinical outlier data (e.g. reference laboratory values, overall high morbidity), assessment through algorithm scoring (e.g. Naranjo or population specific), as well as understanding of the developmental toxicology (e.g. covariates, developmental pharmacology) to avoid re-occurrence and for development of guidelines. Such tailored strategies need collaborative initiatives to combine the knowledge and expertise of different disciplines, but hold promise to become a very effective tool to improve pharmacotherapy and reduce ADRs in infants.

Impaired Neurodevelopmental Outcomes in Very Preterm Infants: Much Too Easy to Blame It Just on Morphine!

See related article, p pain relief are therefore important goals to achieve in every neonate admitted to a NICU. The ultimate goal is to reach, with the least amount of pharmacotherapy, a situation where the newborn infant is receiving optimal comfort and pain control in the safest way possible. Zwicker et al in this issue of The Journal recommend a search for alternatives for opioids for pain relief in very preterm infants based on their findings. The authors performed serial magnetic resonance imaging near birth and at the term-equivalent age to measure the volume of the cerebellum and cerebrum in 136 out of a cohort of 188 infants born between 24 and 32 weeks of gestation. They found that the volume of the cerebellum correlated with the amount of morphine administered to these infants even after adjusting for many other covariates such as disease severity and exposure to other medications. During their stay in the NICU, preterm infants are exposed to 5-15 procedures a day that are painful and/or stressful. These painful and/or stressful exposures are suggested to be associated with cerebral alterations such as smaller frontal and parietal brain widths associated with reduced whitematter volume and subcortical graymattermaturation, and abnormal behavior at term equivalent age. To reduce the consequences of these procedures onbrain development, the use ofmorphine or fentanyl has become common practice in the NICU. However, to complicate matters, the use of these opioids in animals causes changes in both brain structure and behavior. An important question that still remains is if findings primarily in mice and rats can be translated to the preterm human. In a very recent report, data gaps in mouse pharmacokinetics underscore the systematic lack of discussion regarding the rationale behind the dose selection of drugs used in preclinical animal studies. This lack of a drug exposure–response relationship in a specific target organ such as the brain casts doubt on mechanistic interpretations. Furthermore, any changes in the route of administration, species, age or strain of animal, time points under investigation, duration of dosing, or organ targeted for intervention can alter the relation between dose, exposure, and the response. The need for a central repository of information about brain penetration, protein binding,