Evidence map›Paper›PMID 41109968›Full record

ArticleJournal of clinical pharmacology2026

Model Informed Precision Dosing of Tacrolimus in Children Following Heart Transplant.

Jadon S Wagstaff, Shaun S Kumar, Kimberly M Molina, Joseph E Rower

Registry-linked trialAbstract read
In one paragraph

Article in Journal of clinical pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04380311 (Precision Pharmacokinetic-Guided Tacrolimus Dosing to Improve Pediatric Heart Transplant Outcomes), which is not on this map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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.

NCT04380311 nacompletednot on this map

Precision Pharmacokinetic-Guided Tacrolimus Dosing to Improve Pediatric Heart Transplant Outcomes

TypeinterventionalSponsorUniversity of UtahRan2020 to 2025Enrolled17ConditionsHeart Transplant Failure and RejectionArmsTacrolimus Dosing Support Tool
3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
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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

4 authors.

Jadon S WagstaffDivision of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah, USA.ORCID https://orcid.org/0000-0001-9724-5343
Shaun S KumarDivision of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah, USA.
Kimberly M MolinaPrimary Children's Medical Center, Intermountain Healthcare, Salt Lake City, Utah, USA.
Joseph E RowerDivision of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah, USA.ORCID https://orcid.org/0000-0003-3629-7902

Funding

Precision Pharmacokinetic-Guided Tacrolimus Dosing to Improve Pediatric Heart Transplant OutcomesK01HL148402 · NHLBI · UNIVERSITY OF UTAH · PI ROWER, JOSEPH · 2020 to 2024
$835k
NHLBI NIH HHS K01 HL148402NHLBI NIH HHS K01HL148402
6 · The paper itself

Abstract

Tacrolimus is a first-line immunosuppressant used after solid organ transplantation that suffers from extensive intra- and inter-patient variability and a narrow therapeutic window. Its critical role in a fragile population, coupled with the difficulties identifying and maintaining an appropriate dose within a given patient, make it an ideal candidate for population pharmacokinetic (popPK)-guided individualized dosing approaches (i.e., model informed precision dosing, MIPD). We previously published a tacrolimus popPK model in pediatric heart transplant recipients that showed promise in its ability to predict future concentrations within an individual. Using that model, we developed a Bayesian forecasting decision support tool (DST) clinical use to more rapidly attain appropriate tacrolimus dosing in this population. After rigorous in silico testing of the DST's mathematical fidelity to the popPK model, we implemented the DST within a clinical trial (NCT04380311). Fifteen children between 6 months and 17 years of age had their tacrolimus doses guided by the DST to determine the time to stable therapeutic tacrolimus dosing (defined by three consecutive concentrations within the targeted therapeutic range). DST-guided dosing achieved stable tacrolimus dosing ∼3 days faster (6.9 days, P = .03) as compared to a historical cohort (9.8 days). This was despite the poor performance of the DST in two children treated with continuous renal replacement therapy. These results demonstrate the clinical utility and benefit of the described DST, which is the first targeted to the pediatric heart transplant population. Rapid attainment of stable therapeutic tacrolimus dosing has benefits for the patient, clinician, and the healthcare system.

Indexed as

Heart TransplantationImmunosuppressive AgentsModels, BiologicalTacrolimusAdolescentBayes TheoremChildChild, PreschoolComputer SimulationDose-Response Relationship, DrugFemaleHumansInfantMalePrecision MedicineImmunosuppressive AgentsTacrolimuscardiac surgerydecision support toolpediatric surgerypharmacologytacrolimus

Identifiers

PMID41109968
PMCPMC12859392

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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.