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Dive into the research topics where Miriam G. Mooij is active.

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Featured researches published by Miriam G. Mooij.


Drug Metabolism and Disposition | 2014

Ontogeny of human hepatic and intestinal transporter gene expression during childhood: age matters.

Miriam G. Mooij; Ute I. Schwarz; Barbara de Koning; J. Steven Leeder; Roger Gaedigk; Janneke N. Samsom; Edwin Spaans; Johannes B. van Goudoever; Dick Tibboel; Richard B. Kim; Saskia N. de Wildt

Many drugs prescribed to children are drug transporter substrates. Drug transporters are membrane-bound proteins that mediate the cellular uptake or efflux of drugs and are important to drug absorption and elimination. Very limited data are available on the effect of age on transporter expression. Our study assessed age-related gene expression of hepatic and intestinal drug transporters. Multidrug resistance protein 2 (MRP2), organic anion transporting polypeptide 1B1 (OATP1B1), and OATP1B3 expression was determined in postmortem liver samples (fetal n = 6, neonatal n = 19, infant n = 7, child n = 2, adult n = 11) and multidrug resistance 1 (MDR1) expression in 61 pediatric liver samples. Intestinal expression of MDR1, MRP2, and OATP2B1 was determined in surgical small bowel samples (neonates n = 15, infants n = 3, adults n = 14). Using real-time reverse-transcription polymerase chain reaction, we measured fetal and pediatric gene expression relative to 18S rRNA (liver) and villin (intestines), and we compared it with adults using the 2−∆∆Ct method. Hepatic expression of MRP2, OATP1B1, and OATP1B3 in all pediatric age groups was significantly lower than in adults. Hepatic MDR1 mRNA expression in fetuses, neonates, and infants was significantly lower than in adults. Neonatal intestinal expressions of MDR1 and MRP2 were comparable to those in adults. Intestinal OATP2B1 expression in neonates was significantly higher than in adults. We provide new data that show organ- and transporter-dependent differences in hepatic and intestinal drug transporter expression in an age-dependent fashion. This suggests that substrate drug absorption mediated by these transporters may be subject to age-related variation in a transporter dependent pattern.


Clinical Pharmacokinectics | 2016

Development of Human Membrane Transporters: Drug Disposition and Pharmacogenetics

Miriam G. Mooij; Anne T. Nies; Catherijne A. J. Knibbe; Elke Schaeffeler; Dick Tibboel; Matthias Schwab; Saskia N. de Wildt

Membrane transporters play an essential role in the transport of endogenous and exogenous compounds, and consequently they mediate the uptake, distribution, and excretion of many drugs. The clinical relevance of transporters in drug disposition and their effect in adults have been shown in drug–drug interaction and pharmacogenomic studies. Little is known, however, about the ontogeny of human membrane transporters and their roles in pediatric pharmacotherapy. As they are involved in the transport of endogenous substrates, growth and development may be important determinants of their expression and activity. This review presents an overview of our current knowledge on human membrane transporters in pediatric drug disposition and effect. Existing pharmacokinetic and pharmacogenetic data on membrane substrate drugs frequently used in children are presented and related, where possible, to existing ex vivo data, providing a basis for developmental patterns for individual human membrane transporters. As data for individual transporters are currently still scarce, there is a striking information gap regarding the role of human membrane transporters in drug therapy in children.


American Journal of Respiratory and Critical Care Medicine | 2016

Inflammation and Organ Failure Severely Affect Midazolam Clearance in Critically Ill Children

Nienke J. Vet; Janneke M. Brussee; Matthijs de Hoog; Miriam G. Mooij; Carin W. M. Verlaat; Isabel S. Jerchel; Ron H.N. van Schaik; Birgit C. P. Koch; Dick Tibboel; Catherijne A. J. Knibbe; Saskia N. de Wildt

RATIONALE Various in vitro, animal, and limited human adult studies suggest a profound inhibitory effect of inflammation and disease on cytochrome P-450 3A (CYP3A)-mediated drug metabolism. Studies showing this relationship in critically ill patients are lacking, whereas clearance of many CYP3A drug substrates may be decreased, potentially leading to toxicity. OBJECTIVES To prospectively study the relationship between inflammation, organ failure, and midazolam clearance as a validated marker of CYP3A-mediated drug metabolism in critically ill children. METHODS From 83 critically ill children (median age, 5.1 mo [range, 0.02-202 mo]), midazolam plasma (n = 532), cytokine (e.g., IL-6, tumor necrosis factor-α), and C-reactive protein (CRP) levels; organ dysfunction scores (Pediatric Risk of Mortality II, Pediatric Index of Mortality 2, Pediatric Logistic Organ Dysfunction); and number of failing organs were prospectively collected. A population pharmacokinetic model to study the impact of inflammation and organ failure on midazolam pharmacokinetics was developed using NONMEM 7.3. MEASUREMENTS AND MAIN RESULTS In a two-compartmental pharmacokinetic model, body weight was the most significant covariate for clearance and volume of distribution. CRP and organ failure were significantly associated with clearance (P < 0.01), explaining both interindividual and interoccasional variability. In simulations, a CRP of 300 mg/L was associated with a 65% lower clearance compared with 10 mg/L, and three failing organs were associated with a 35% lower clearance compared with one failing organ. CONCLUSIONS Inflammation and organ failure strongly reduce midazolam clearance, a surrogate marker of CYP3A-mediated drug metabolism, in critically ill children. Hence, critically ill patients receiving CYP3A substrate drugs may be at risk of increased drug levels and associated toxicity.


International Journal of Pharmaceutics | 2013

In vitro gastrointestinal model (TIM) with predictive power, even for infants and children?

Robert Havenaar; Bart Anneveld; Lidwien M. Hanff; Saskia N. de Wildt; Barbara de Koning; Miriam G. Mooij; Jan P.A. Lelieveld; Mans Minekus

There is a need for information on the bioavailability in pediatric patients of drugs from manipulated dosage forms when applied in combination with food and/or co-medication under realistic daily practice circumstances. We describe the development, validation and application of a dynamic, computer-controlled in vitro system mimicking the conditions in the upper gastrointestinal tract of neonates, infants and toddlers: TIMpediatric. Paracetamol and diclofenac in age-related food matrices and with esomeprazole co-medication were tested. The experiments showed relevant results on the impact of drug manipulation and co-medication on the availability for absorption of active compounds. Without ethical constraints, alternative approaches for oral dosing and new pediatric formulations can be studied in TIMpediatric with a high predictive value.


Pediatric Drugs | 2015

Ethics of Drug Research in the Pediatric Intensive Care Unit

Niina Kleiber; Krista Tromp; Miriam G. Mooij; Suzanne van de Vathorst; Dick Tibboel; Saskia N. de Wildt

Critical illness and treatment modalities change pharmacokinetics and pharmacodynamics of medications used in critically ill children, in addition to age-related changes in drug disposition and effect. Hence, to ensure effective and safe drug therapy, research in this population is urgently needed. However, conducting research in the vulnerable population of the pediatric intensive care unit (PICU) presents with ethical challenges. This article addresses the main ethical issues specific to drug research in these critically ill children and proposes several solutions. The extraordinary environment of the PICU raises specific challenges to the design and conduct of research. The need for proxy consent of parents (or legal guardians) and the stress-inducing physical environment may threaten informed consent. The informed consent process is challenging because emergency research reduces or even eliminates the time to seek consent. Moreover, parental anxiety may impede adequate understanding and generate misconceptions. Alternative forms of consent have been developed taking into account the unpredictable reality of the acute critical care environment. As with any research in children, the burden and risk should be minimized. Recent developments in sample collection and analysis as well as pharmacokinetic analysis should be considered in the design of studies. Despite the difficulties inherent to drug research in critically ill children, methods are available to conduct ethically sound research resulting in relevant and generalizable data. This should motivate the PICU community to commit to drug research to ultimately provide the right drug at the right dose for every individual child.


Clinical Pharmacokinectics | 2017

Successful Use of [14C]Paracetamol Microdosing to Elucidate Developmental Changes in Drug Metabolism

Miriam G. Mooij; Esther van Duijn; Catherijne A. J. Knibbe; Karel Allegaert; Albert D. Windhorst; Joost van Rosmalen; N. Harry Hendrikse; Dick Tibboel; Wouter H. J. Vaes; Saskia N. de Wildt

BackgroundWe previously showed the practical and ethical feasibility of using [14C]-microdosing for pharmacokinetic studies in children. We now aimed to show that this approach can be used to elucidate developmental changes in drug metabolism, more specifically, glucuronidation and sulfation, using [14C]paracetamol (AAP).MethodsInfants admitted to the intensive care unit received a single oral [14C]AAP microdose while receiving intravenous therapeutic AAP every 6 h. [14C]AAP pharmacokinetic parameters were estimated. [14C]AAP and metabolites were measured with accelerator mass spectrometry. The plasma area under the concentration-time curve from time zero to infinity and urinary recovery ratios were related to age as surrogate markers of metabolism.ResultsFifty children [median age 6 months (range 3 days–6.9 years)] received a microdose (3.3 [2.0–3.5] ng/kg; 64 [41–71] Bq/kg). Plasma [14C]AAP apparent total clearance was 0.4 (0.1–2.6) L/h/kg, apparent volume of distribution was 1.7 (0.9–8.2) L/kg, and the half-life was 2.8 (1–7) h. With increasing age, plasma and urinary AAP-glu/AAP and AAP-glu/AAP-sul ratios significantly increased by four fold, while the AAP-sul/AAP ratio significantly decreased.ConclusionUsing [14C]labeled microdosing, the effect of age on orally administered AAP metabolism was successfully elucidated in both plasma and urine. With minimal burden and risk, microdosing is attractive to study developmental changes in drug disposition in children.


Archive | 2014

Developmental Changes in the Processes Governing Oral Drug Absorption

Barbara de Koning; Miriam G. Mooij; Trevor N. Johnson; Saskia N. de Wildt

Pharmacotherapy in children often consists of oral medication. Effectiveness of oral prescriptions may be influenced by extrinsic (formulation, nutrition, and co-medication) and intrinsic factors (physiological and disease-related variation).


European Journal of Pharmaceutical Sciences | 2018

Proteomics of human liver membrane transporters: a focus on fetuses and newborn infants

Bianca D. van Groen; Evita van de Steeg; Miriam G. Mooij; Marola M.H. van Lipzig; Barbara de Koning; Robert M. Verdijk; Heleen M. Wortelboer; Roger Gaedigk; Chengpeng Bi; J. Steven Leeder; Ron H.N. van Schaik; Joost van Rosmalen; Dick Tibboel; Wouter H. J. Vaes; Saskia N. de Wildt

Background: Hepatic membrane transporters are involved in the transport of many endogenous and exogenous compounds, including drugs. We aimed to study the relation of age with absolute transporter protein expression in a cohort of 62 mainly fetus and newborn samples. Methods: Protein expressions of BCRP, BSEP, GLUT1, MCT1, MDR1, MRP1, MRP2, MRP3, NTCP, OCT1, OATP1B1, OATP1B3, OATP2B1 and ATP1A1 were quantified with LC‐MS/MS in isolated crude membrane fractions of snap‐frozen post‐mortem fetal and pediatric, and surgical adult liver samples. mRNA expression was quantified using RNA sequencing, and genetic variants with TaqMan assays. We explored relationships between protein expression and age (gestational age [GA], postnatal age [PNA], and postmenstrual age); between protein and mRNA expression; and between protein expression and genotype. Results: We analyzed 36 fetal (median GA 23.4weeks [range 15.3–41.3]), 12 premature newborn (GA 30.2weeks [24.9–36.7], PNA 1.0weeks [0.14–11.4]), 10 term newborn (GA 40.0weeks [39.7–41.3], PNA 3.9weeks [0.3–18.1]), 4 pediatric (PNA 4.1years [1.1–7.4]) and 8 adult liver samples. A relationship with age was found for BCRP, BSEP, GLUT1, MDR1, MRP1, MRP2, MRP3, NTCP, OATP1B1 and OCT1, with the strongest relationship for postmenstrual age. For most transporters mRNA and protein expression were not correlated. No genotype‐protein expression relationship was detected. Discussion and conclusion: Various developmental patterns of protein expression of hepatic transporters emerged in fetuses and newborns up to four months of age. Postmenstrual age was the most robust factor predicting transporter expression in this cohort. Our data fill an important gap in current pediatric transporter ontogeny knowledge.


Archives of Disease in Childhood | 2016

ORGAN FAILURE AND C-REACTIVE PROTEIN BOTH AFFECT MIDAZOLAM CLEARANCE IN CRITICALLY ILL CHILDREN: A POPULATION PK MODEL

Nienke J. Vet; Janneke M. Brussee; Matthijs de Hoog; Miriam G. Mooij; Carin W. M. Verlaat; Dick Tibboel; Catherijne A. J. Knibbe; Saskia N. de Wildt

Objectives To study the effect of organ failure and inflammation on midazolam clearance in critically ill children, using population pharmacokinetic modeling. Methods A total of 83 critically ill children (median age 5 months (range 1 day-17 years), n=523 samples) receiving intravenous midazolam for continuous sedation during mechanical ventilation were included. Disease severity was described using the validated and clinically used scores PELOD, PIM2 and PRISM II. Cytokines (IL-1, IL-2, IL-6, TNF-a) and C-reactive protein (CRP) were used as markers for inflammation. A population pharmacokinetic model for midazolam was developed using NONMEM 7.3. Body weight, age, severity of organ failure and inflammatory markers were considered as potential covariates. Results In a two-compartmental PK model, body weight was found as most significant covariate for clearance and volume of distribution. Moreover, both severity of organ failure (PELOD) and inflammation (IL6 and CRP) were significant determinants of clearance (p<0.01), and either of these factors improved the model significantly. With increasing number of organ failures, midazolam clearance significantly reduced. CRP was linearly correlated with clearance (slope −0.095), with higher CRP levels resulting in lower clearances. Either one of the covariates could explain part of the variability in clearance. Conclusion For midazolam clearance, apart from body weight, we found organ failure reflected by the PELOD score, and inflammation reflected by IL6 and CRP, as significant covariates. Most likely this effect is due to reduced activity of CYP3A in critically ill mechanically ventilated children. Both CRP concentration and organ failure should be considered when dosing midazolam and potentially other CYP3A substrates in critically ill children.


Expert Opinion on Drug Metabolism & Toxicology | 2012

Ontogeny of oral drug absorption processes in children.

Miriam G. Mooij; Barbara de Koning; Mark L Huijsman; Saskia N. de Wildt

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Dick Tibboel

Erasmus University Rotterdam

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Barbara de Koning

Erasmus University Rotterdam

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Matthijs de Hoog

Boston Children's Hospital

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Nienke J. Vet

Boston Children's Hospital

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Joost van Rosmalen

Erasmus University Rotterdam

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Edwin Spaans

Boston Children's Hospital

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