Morphine Dose Optimization in Critically Ill Pediatric Patients With Acute Respiratory Failure: A Population Pharmacokinetic-Pharmacogenomic Study

To develop a pharmacokinetic-pharmacogenomic population model of morphine in critically ill children with acute respiratory failure. Prospective pharmacokinetic-pharmacogenomic observational study. Thirteen PICUs across the United States. Pediatric subjects (n = 66) mechanically ventilated for acute...

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Published inCritical care medicine Vol. 47; no. 6; p. e485
Main Authors Zuppa, Athena F, Benitez, Giselle R, Zane, Nicole R, Curley, Martha A Q, Bradfield, Jonathan, Hakonarson, Hakon, Gastonguay, Madeleine S, Moorthy, Ganesh, Prodell, Janice, Gastonguay, Marc R
Format Journal Article
LanguageEnglish
Published United States 01.06.2019
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Abstract To develop a pharmacokinetic-pharmacogenomic population model of morphine in critically ill children with acute respiratory failure. Prospective pharmacokinetic-pharmacogenomic observational study. Thirteen PICUs across the United States. Pediatric subjects (n = 66) mechanically ventilated for acute respiratory failure, weight greater than or equal to 7 kg, receiving morphine and/or midazolam continuous infusions. Serial blood sampling for drug quantification and a single blood collection for genomic evaluation. Concentrations of morphine, the two main metabolites, morphine-3-glucuronide and morphine-6-glucuronide, were quantified by high-performance liquid chromatography tandem mass spectrometry/mass spectroscopy. Subjects were genotyped using the Illumina HumanOmniExpress genome-wide single nucleotide polymorphism chip. Nonlinear mixed-effects modeling was performed to develop the pharmacokinetic-pharmacogenomic model. A two-compartment model with linear elimination and two individual compartments for metabolites best describe morphine disposition in this population. Our analysis demonstrates that body weight and postmenstrual age are relevant predictors of pharmacokinetic parameters of morphine and its metabolites. Furthermore, our research shows that a duration of mechanical ventilation greater than or equal to 10 days reduces metabolite formation and elimination upwards of 30%. However, due to the small sample size and relative heterogeneity of the population, no heritable factors associated with uridine diphosphate glucuronyl transferase 2B7 metabolism of morphine were identified. The results provide a better understanding of the disposition of morphine and its metabolites in critically ill children with acute respiratory failure requiring mechanical ventilation due to nonheritable factors. It also provides the groundwork for developing additional studies to investigate the role of heritable factors.
AbstractList To develop a pharmacokinetic-pharmacogenomic population model of morphine in critically ill children with acute respiratory failure. Prospective pharmacokinetic-pharmacogenomic observational study. Thirteen PICUs across the United States. Pediatric subjects (n = 66) mechanically ventilated for acute respiratory failure, weight greater than or equal to 7 kg, receiving morphine and/or midazolam continuous infusions. Serial blood sampling for drug quantification and a single blood collection for genomic evaluation. Concentrations of morphine, the two main metabolites, morphine-3-glucuronide and morphine-6-glucuronide, were quantified by high-performance liquid chromatography tandem mass spectrometry/mass spectroscopy. Subjects were genotyped using the Illumina HumanOmniExpress genome-wide single nucleotide polymorphism chip. Nonlinear mixed-effects modeling was performed to develop the pharmacokinetic-pharmacogenomic model. A two-compartment model with linear elimination and two individual compartments for metabolites best describe morphine disposition in this population. Our analysis demonstrates that body weight and postmenstrual age are relevant predictors of pharmacokinetic parameters of morphine and its metabolites. Furthermore, our research shows that a duration of mechanical ventilation greater than or equal to 10 days reduces metabolite formation and elimination upwards of 30%. However, due to the small sample size and relative heterogeneity of the population, no heritable factors associated with uridine diphosphate glucuronyl transferase 2B7 metabolism of morphine were identified. The results provide a better understanding of the disposition of morphine and its metabolites in critically ill children with acute respiratory failure requiring mechanical ventilation due to nonheritable factors. It also provides the groundwork for developing additional studies to investigate the role of heritable factors.
Author Benitez, Giselle R
Gastonguay, Madeleine S
Hakonarson, Hakon
Zane, Nicole R
Bradfield, Jonathan
Zuppa, Athena F
Curley, Martha A Q
Moorthy, Ganesh
Prodell, Janice
Gastonguay, Marc R
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crossref_primary_10_1038_s41598_021_98719_w
crossref_primary_10_3389_fped_2022_863868
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Snippet To develop a pharmacokinetic-pharmacogenomic population model of morphine in critically ill children with acute respiratory failure. Prospective...
SourceID pubmed
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StartPage e485
SubjectTerms Acute Disease
Adolescent
Age Factors
Analgesics, Opioid - administration & dosage
Analgesics, Opioid - blood
Analgesics, Opioid - pharmacokinetics
Body Weight
Child
Child, Preschool
Critical Illness
Female
Genotype
Glucuronosyltransferase - genetics
Humans
Infant
Male
Morphine - administration & dosage
Morphine - blood
Morphine - pharmacokinetics
Morphine Derivatives - blood
Pharmacogenomic Testing
Prospective Studies
Respiration, Artificial
Respiratory Insufficiency - therapy
Time Factors
Title Morphine Dose Optimization in Critically Ill Pediatric Patients With Acute Respiratory Failure: A Population Pharmacokinetic-Pharmacogenomic Study
URI https://www.ncbi.nlm.nih.gov/pubmed/30920410
Volume 47
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