Evidence map›Paper›PMID 35491971›Full record

ArticleCPT: pharmacometrics & systems pharmacology2022

Use of physiologically-based pharmacokinetic modeling to inform dosing of the opioid analgesics fentanyl and methadone in children with obesity.

Jacqueline G Gerhart, Fernando O Carreño, Jennifer L Ford, Andrea N Edginton, Eliana M Perrin, Kevin M Watt, William J Muller, Andrew M Atz, Amira Al-Uzri, Paula Delmore and 2 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in CPT: pharmacometrics & systems pharmacology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01431326 (Pharmacokinetics of Understudied Drugs Administered to Children Per Standard of Care), which is not on this map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
4.9field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT01431326 completednot on this map

Pharmacokinetics of Understudied Drugs Administered to Children Per Standard of Care

TypeobservationalSponsorDaniel BenjaminRan2011 to 2019Enrolled3,520ConditionsAdenovirus, Anesthesia, Anxiety, AnxiolysisArmsThe POPS study is collecting PK data on children prescribed the following drugs of interest per standard of care:
3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Guideline
  2. Review
  3. Article
  4. Review
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 8 institutions in 2 countries.

Jacqueline G GerhartDivision of Pharmacotherapy and Experimental Therapeutics, The University of North Carolina Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.ORCID 0000-0003-4679-4638
Fernando O CarreñoDivision of Pharmacotherapy and Experimental Therapeutics, The University of North Carolina Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.ORCID 0000-0002-4921-5235
Jennifer L FordDivision of Pharmacotherapy and Experimental Therapeutics, The University of North Carolina Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.ORCID 0000-0002-1740-5704
Andrea N EdgintonSchool of Pharmacy, University of Waterloo, Waterloo, Ontario, Canada.ORCID 0000-0002-9014-1653
Eliana M PerrinDepartment of Pediatrics, School of Medicine and School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA.ORCID 0000-0001-8876-730X
Kevin M WattDivision of Pediatric Clinical Pharmacology, School of Medicine, University of Utah, Salt Lake City, Utah, USA.ORCID 0000-0002-5975-5091
William J MullerAnn and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA.
Andrew M AtzMedical University of South Carolina Children's Hospital, Charleston, South Carolina, USA.ORCID 0000-0002-4744-3832
Amira Al-UzriOregon Health and Science University, Portland, Oregon, USA.
Paula DelmoreWesley Medical Center, Wichita, Kansas, USA.
Daniel GonzalezDivision of Pharmacotherapy and Experimental Therapeutics, The University of North Carolina Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.ORCID 0000-0001-5522-5686
Best Pharmaceuticals for Children Act-Pediatric Trials Network Steering Committee
University of North Carolina at Chapel Hill · USJohns Hopkins University · USLurie Children's Hospital · USMedical University of South Carolina · USOregon Health & Science University · USUniversity of Utah · USUniversity of Waterloo · CAWesley Medical Center · US

Funding

Oregon Clinical and Translational Research Institute - The National COVID Cohort Collaborative (N3C)UL1TR002369 · NCATS · OREGON HEALTH & SCIENCE UNIVERSITY · PI Cynthia D Morris, Christopher G. Slatore · 2017 to 2026
$78.4M
Application of Physiologically-Based Pharmacokinetic Modeling to Characterize Drug-Drug Interactions in InfantsR01HD102949 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Daniel Gonzalez · 2021 to 2026
$3.0M
Physiologically-Based Pharmacokinetic Modeling to Guide Drug Dosing in Children with ObesityR01HD096435 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI DUMOND, JULIE BRUMER · 2018 to 2022
$2.0M
Enhancement Training for the Next Generation of Translational Ph.D. ScientistsT32GM122741 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI WOLBERG, ALISA S., YEH, JEN JEN · 2018 to 2022
$898k
NCATS NIH HHS UL1 TR002369NICHD NIH HHS HHSN275201000003CNICHD NIH HHS HHSN275201000003INICHD NIH HHS R01 HD096435NICHD NIH HHS R01 HD102949NIGMS NIH HHS T32 GM122741
6 · The paper itself

Abstract

Obesity is an increasingly alarming public health threat, with nearly 20% of children classified as obese in the United States today. Children with obesity are commonly prescribed the opioids fentanyl and methadone, and accurate dosing is critical to reducing the risk of serious adverse events associated with overexposure. However, pharmacokinetic studies in children with obesity are challenging to conduct, so there is limited information to guide fentanyl and methadone dosing in these children. To address this clinical knowledge gap, physiologically-based pharmacokinetic models of fentanyl and methadone were developed in adults and scaled to children with and without obesity to explore the interplay of obesity, age, and pharmacogenomics. These models included key obesity-induced changes in physiology and pharmacogenomic effects. Model predictions captured observed concentrations in children with obesity well, with an overall average fold error of 0.72 and 1.08 for fentanyl and methadone, respectively. Model simulations support a reduced fentanyl dose (1 vs. 2 μg/kg/h) starting at an earlier age (6 years) in virtual children with obesity, highlighting the importance of considering both age and obesity status when selecting an infusion rate most likely to achieve steady-state concentrations within the target range. Methadone dosing simulations highlight the importance of considering genotype in addition to obesity status when possible, as cytochrome P450 (CYP)2B6*6/*6 virtual children with obesity required half the dose to match the exposure of wildtype children without obesity. This physiologically-based pharmacokinetic modeling approach can be applied to explore dosing of other critical drugs in children with obesity.

Indexed as

Analgesics, OpioidFentanylAdultChildHumansMethadoneObesityAnalgesics, OpioidFentanylMethadone

Identifiers

PMID35491971
PMCPMC9197535
OpenAlexW4225286977

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.