Evidence map›Paper›PMID 40993490›Full record

ArticleDrugs in R&D2025

Establishment of a Vancomycin Population Pharmacokinetic Model for Pediatric Patients Based on the Non-Linear Mixed-Effects Model.

Biao Yu, Kangkang Mei, Didi Zhan, Qi Tang, Heping Cai, Runcong Zhang

Abstract read
In one paragraph

Article in Drugs in R&D, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

6 authors.

Biao YuDepartment of Pharmacy, Anhui Provincial Children's Hospital, No.39, Wangjiang East Road, Hefei, Anhui, China.
Kangkang MeiDepartment of Pharmacy, Anhui Provincial Children's Hospital, No.39, Wangjiang East Road, Hefei, Anhui, China.
Didi ZhanDepartment of Pharmacy, Anhui Provincial Children's Hospital, No.39, Wangjiang East Road, Hefei, Anhui, China.
Qi TangDepartment of Pharmacy, Anhui Provincial Children's Hospital, No.39, Wangjiang East Road, Hefei, Anhui, China.
Heping CaiDepartment of Pharmacy, Anhui Provincial Children's Hospital, No.39, Wangjiang East Road, Hefei, Anhui, China. greenhprui@163.com.
Runcong ZhangDepartment of Pharmacy, Changxing People's Hospital, Changxing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectivesVancomycin (VCM) pharmacokinetic parameters vary widely between individuals. Existing models developed domestically and internationally may not apply universally because of differences in patient populations and testing methodologies. Therefore, the present study aimed to address the clinical challenge of optimizing individualized VCM dosing in pediatric patients at the study institution by developing a VCM population pharmacokinetic model and identifying key factors influencing VCM clearance, thereby providing a reference for safe and effective clinical dosing strategies.

methodsData regarding 124 effective VCM concentrations and 100 pediatric patients who received intravenous VCM were retrospectively collected. We used a non-linear mixed-effects model with forward inclusion and backward elimination to create the final VCM population pharmacokinetic model. The model was internally validated using bootstrapping, goodness of fit, and visual predictive check. The Monte Carlo method was used to simulate the range of trough concentrations in pediatric patients with renal insufficiency and normal function under different dosing regimens.

resultsA one-compartment model adequately described the pharmacokinetic behavior of VCM in vivo. The typical values of clearance and volume of distribution were 8.22 L/h and 113 L, respectively. Renal function and body weight were the most important factors affecting the clearance of VCM. The model was validated as stable and reliable.

conclusionsThe VCM population pharmacokinetic model established during this study can assist physicians with the development and optimization of dosing regimens for pediatric patients.

Indexed as

Anti-Bacterial AgentsModels, BiologicalVancomycinAdolescentBody WeightChildChild, PreschoolFemaleHumansInfantMaleMonte Carlo MethodNonlinear DynamicsRetrospective StudiesAnti-Bacterial AgentsVancomycin

Identifiers

PMID40993490
PMCPMC12756205

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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.