Evidence map›Paper›PMID 25162216›Full record

ArticleTherapeutic drug monitoring2015

Population pharmacokinetics of busulfan in pediatric and young adult patients undergoing hematopoietic cell transplant: a model-based dosing algorithm for personalized therapy and implementation into routine clinical use.

Janel R Long-Boyle, Rada Savic, Shirley Yan, Imke Bartelink, Lisa Musick, Deborah French, Jason Law, Biljana Horn, Morton J Cowan, Christopher C Dvorak

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in Therapeutic drug monitoring, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03538899 (Phase I/II Safety and Efficacy Study of Gene Transfer for Artemis-Deficient Severe Combined Immunodeficiency), which is not on this map. Cited by 44 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 4 pooled it
7.7field-weighted citation impact, top 3% 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.

NCT03538899 phase1 / phase2recruitingnot on this mapstarted 2018, after this paper: background citation

Phase I/II Safety and Efficacy Study of Gene Transfer for Artemis-Deficient Severe Combined Immunodeficiency (ART-SCID) in Newly Diagnosed Patients Using Self-Inactivating Lentiviral Vector (AProArt) to Transduce Autologous CD34 Hematopoietic Cells

TypeinterventionalSponsorUniversity of California, San FranciscoRan2018 to 2038Enrolled24ConditionsSevere Combined ImmunodeficiencyArmsAProArt-CD34, CliniMACS® CD34 Reagent System cell sorter device, Busulfan
3 · Its place in the literature

Who cites it

44 citing papers in PubMed, 4 syntheses or guidelines pooled it, 81 citations in OpenAlex.

  1. Pooled it
  2. Guideline
  3. Pooled it
  4. Pooled it
  5. Trial
  6. Low Exposure Busulfan Conditioning to Achieve Sufficient Multilineage Chimerism in Patients with Severe Combined Immunodeficiency.Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation · 2019
    Trial
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  10. Review
  11. Review
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  15. Observational
  16. 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

10 authors at 5 institutions in 1 country.

Janel R Long-BoyleDepartments of *Clinical Pharmacy, and †Bioengineering and Therapeutics, University of California San Francisco; ‡Department of Pharmacy, Memorial Sloan Kettering Cancer Center, New York, NY; Departments of §Pharmacy, UCSF Benioff Children's Hospital, and ¶Laboratory Medicine, UCSF Medical Center, University of California San Francisco; ‖Department of Pediatrics, Floating Hospital for Children, Tufts University, Boston, MA; and **Department of Pediatrics, UCSF Benioff Children's Hospital, University of California San Francisco.
Rada Savic
Shirley Yan
Imke Bartelink
Lisa Musick
Deborah French
Jason Law
Biljana Horn
Morton J Cowan
Christopher C Dvorak
University of California, San Francisco · USMemorial Sloan Kettering Cancer Center · USTufts University · USUCSF Benioff Children's Hospital · USUniversity of California San Francisco Medical Center · US

Funding

Training of Clinical Investigators in Primary Immune DeficienciesU54AI082973 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI PAI, SUNG-YUN · 2009 to 2023
$23.3M
CLINICAL, PHARMACOLOGY, DRUG ACTION &PHARMACOKINETICST32GM007546 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Radojka Savic · 1985 to 2026
$8.9M
Primary Immune Deficiency Treatment Consortium Annual Scientific MeetingR13AI094943 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI PUCK, JENNIFER M. · 2011 to 2025
$239k
NIAID NIH HHS R13 AI094943NIAID NIH HHS U54 AI082973NIGMS NIH HHS T32 GM007546
6 · The paper itself

Abstract

backgroundPopulation pharmacokinetic (PK) studies of busulfan in children have shown that individualized model-based algorithms provide improved targeted busulfan therapy when compared with conventional dose guidelines. The adoption of population PK models into routine clinical practice has been hampered by the tendency of pharmacologists to develop complex models too impractical for clinicians to use. The authors aimed to develop a population PK model for busulfan in children that can reliably achieve therapeutic exposure (concentration at steady state) and implement a simple model-based tool for the initial dosing of busulfan in children undergoing hematopoietic cell transplantation. PATIENTS AND

methodsModel development was conducted using retrospective data available in 90 pediatric and young adult patients who had undergone hematopoietic cell transplantation with busulfan conditioning. Busulfan drug levels and potential covariates influencing drug exposure were analyzed using the nonlinear mixed effects modeling software, NONMEM. The final population PK model was implemented into a clinician-friendly Microsoft Excel-based tool and used to recommend initial doses of busulfan in a group of 21 pediatric patients prospectively dosed based on the population PK model.

resultsModeling of busulfan time-concentration data indicates that busulfan clearance displays nonlinearity in children, decreasing up to approximately 20% between the concentrations of 250-2000 ng/mL. Important patient-specific covariates found to significantly impact busulfan clearance were actual body weight and age. The percentage of individuals achieving a therapeutic concentration at steady state was significantly higher in subjects receiving initial doses based on the population PK model (81%) than in historical controls dosed on conventional guidelines (52%) (P = 0.02).

conclusionsWhen compared with the conventional dosing guidelines, the model-based algorithm demonstrates significant improvement for providing targeted busulfan therapy in children and young adults.

Indexed as

Hematopoietic Stem Cell TransplantationModels, BiologicalAdolescentAge FactorsAlgorithmsBusulfanChildChild, PreschoolFemaleHumansImmunosuppressive AgentsInfantMaleNonlinear DynamicsPrecision MedicineRetrospective StudiesBusulfanImmunosuppressive Agents

Identifiers

PMID25162216
PMCPMC4342323
OpenAlexW2332266059

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.