ReviewFrontiers in pediatrics2021
Model-Informed Precision Dosing of Antibiotics in Pediatric Patients: A Narrative Review.
Review in Frontiers in pediatrics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06585358 (DoseTB-individualised Dosing by Model-informed Precision Dosing for Pulmonary Tuberculosis), which is not on this map. Cited by 28 papers, 3 of them syntheses that pooled it.
What it found
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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.
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.
DoseTB-individualised Dosing by Model-informed Precision Dosing for Pulmonary Tuberculosis
Who cites it
28 citing papers in PubMed, 3 syntheses or guidelines pooled it, 53 citations in OpenAlex.
- Model-Informed Precision Dosing in Pediatric Patients: Current Software Tools and Bedside Guided Application.Paediatric drugs · 2026Pooled it
- Model-Informed Precision Dosing of Tacrolimus: A Systematic Review of Population Pharmacokinetic Models and a Benchmark Study of Software Tools.Clinical pharmacokinetics · 2024Pooled it
- Dose optimization of β-lactams antibiotics in pediatrics and adults: A systematic review.Frontiers in pharmacology · 2022Pooled it
- Population Pharmacokinetic Modeling and Target Attainment of Cefepime in Critically Ill Pediatric Patients.Open forum infectious diseases · 2026Trial
- A prospective feasibility study evaluating the implementation of model-informed precision dosing in critically ill children.Frontiers in pharmacology · 2026Trial
- Stewardship Challenges, PK/PD Evidence, and Prescribing Appropriateness for Recently Approved Antibiotics in Pediatric Practice.Antibiotics (Basel, Switzerland) · 2026Review
- The Pharmacology of Bacterial Persistence: From Antibiotic Tolerance to Antimicrobial Resistance.Antibiotics (Basel, Switzerland) · 2026Review
- Advancing Pediatric Dose Scaling: Strategies, Modeling Approaches, and Clinical Applications.Pharmaceuticals (Basel, Switzerland) · 2026Review
- β-Lactam dosing in critically ill children: predictors for target non-attainment.The Journal of antimicrobial chemotherapy · 2026Observational
- Dose individualisation of antibiotics in critically ill patients with inflammation: A narrative review.British journal of clinical pharmacology · 2025Review
- Safe and effective use of vancomycin.Australian prescriber · 2025Review
- The role of bronchoalveolar lavage fluid metagenomic next-generation sequencing in detecting pathogens and optimising antibiotic therapy in paediatric severe community-acquired pneumonia.Frontiers in cellular and infection microbiology · 2025Article
- The Development of an Age-Appropriate Fixed Dose Combination for Tuberculosis Using Physiologically-Based Pharmacokinetic Modeling (PBBM) and Risk Assessment.Pharmaceutics · 2024Article
- Personalized Dosing of Medicines for Children: A Primer on Pediatric Pharmacometrics for Clinicians.Paediatric drugs · 2024Review
- Implications of Artificial Intelligence in Addressing Antimicrobial Resistance: Innovations, Global Challenges, and Healthcare's Future.Antibiotics (Basel, Switzerland) · 2024Article
- Population pharmacokinetics of intravenous daptomycin in critically ill patients: implications for selection of dosage regimens.Frontiers in pharmacology · 2024Article
- Pharmacokinetic and Pharmacodynamic Considerations of Antibiotic Use in Neonates.Antibiotics (Basel, Switzerland) · 2023Review
- Aminoglycosides-Related Ototoxicity: Mechanisms, Risk Factors, and Prevention in Pediatric Patients.Pharmaceuticals (Basel, Switzerland) · 2023Review
- Predicting treatment response to vancomycin using bacterial DNA load as a pharmacodynamic marker in premature and very low birth weight neonates: A population PKPD study.Frontiers in pharmacology · 2023Article
- Population pharmacokinetics of vancomycin in very low birth weight neonates.Frontiers in pediatrics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Optimal pharmacotherapy in pediatric patients with suspected infections requires understanding and integration of relevant data on the antibiotic, bacterial pathogen, and patient characteristics. Because of age-related physiological maturation and non-maturational covariates (e.g., disease state, inflammation, organ failure, co-morbidity, co-medication and extracorporeal systems), antibiotic pharmacokinetics is highly variable in pediatric patients and difficult to predict without using population pharmacokinetics models. The intra- and inter-individual variability can result in under- or overexposure in a significant proportion of patients. Therapeutic drug monitoring typically covers assessment of pharmacokinetics and pharmacodynamics, and concurrent dose adaptation after initial standard dosing and drug concentration analysis. Model-informed precision dosing (MIPD) captures drug, disease, and patient characteristics in modeling approaches and can be used to perform Bayesian forecasting and dose optimization. Incorporating MIPD in the electronic patient record system brings pharmacometrics to the bedside of the patient, with the aim of a consisted and optimal drug exposure. In this narrative review, we evaluated studies assessing optimization of antibiotic pharmacotherapy using MIPD in pediatric populations. Four eligible studies involving amikacin and vancomycin were identified from 418 records. Key articles, independent of year of publication, were also selected to highlight important attributes of MIPD. Although very little research has been conducted until this moment, the available data on vancomycin indicate that MIPD is superior compared to conventional dosing strategies with respect to target attainment. The utility of MIPD in pediatrics needs to be further confirmed in frequently used antibiotic classes, particularly aminoglycosides and beta-lactams.
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Identifiers
What OpenQuestion holds
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.