Literature DB >> 31402708

Pharmacokinetic modelling and Bayesian estimation-assisted decision tools to optimize vancomycin dosage in neonates: only one piece of the puzzle.

Karel Allegaert1,2, Robert Flint1,3, Anne Smits2,4.   

Abstract

Introduction: Vancomycin is commonly administered to neonates, while observational data on therapeutic drug monitoring (TDM, trough levels) suggest that vancomycin exposure and dosage remain substandard. Area covered: Data on vancomycin pharmacokinetics (PK) and its covariates are abundant. Consequently, modeling is an obvious tool to improve targeted exposure, with a shift from TDM trough levels to area under the curve (AUC24h) targets, as in adults. Continuous administration appeared as a practice to facilitate AUC24h target attainment, while Bayesian model-supported targeting emerged as a novel tool. However, the AUC24h/MIC (minimal inhibitory concentration) target itself should consider neonate-specific aspects (bloodstream infections, coagulase-negative staphylococci, protein binding, underexplored causes of variability, like assays, preparation and administration inaccuracies, or missing covariates). Expert opinion: To improve targeted exposure in neonates, initial vancomycin prescription should be based on 'a priori model-based individual dosing' using validated dosing regimens, followed by further tailoring by dosing optimization applying Bayesian estimation-assisted TDM. Future research should focus on the feasibility to integrate these tools (individualized dosing, Bayesian models) in clinical practice, and to perform PK/PD studies in the relevant animal models and human neonatal setting (coagulase-negative staphylococci, bloodstream infections).

Entities:  

Keywords:  Bayesian model-supported targeting; Vancomycin; coagulase-negative staphylococcus; newborn; pharmacokinetics; therapeutic drug monitoring

Mesh:

Substances:

Year:  2019        PMID: 31402708     DOI: 10.1080/17425255.2019.1655540

Source DB:  PubMed          Journal:  Expert Opin Drug Metab Toxicol        ISSN: 1742-5255            Impact factor:   4.481


  7 in total

Review 1.  Knowledge gaps in late-onset neonatal sepsis in preterm neonates: a roadmap for future research.

Authors:  Swantje Voller; H Rob Taal; Serife Kurul; Kinga Fiebig; Robert B Flint; Irwin K M Reiss; Helmut Küster; Sinno H P Simons
Journal:  Pediatr Res       Date:  2021-09-08       Impact factor: 3.756

Review 2.  Therapeutic Drug Monitoring Is a Feasible Tool to Personalize Drug Administration in Neonates Using New Techniques: An Overview on the Pharmacokinetics and Pharmacodynamics in Neonatal Age.

Authors:  Domenico Umberto De Rose; Sara Cairoli; Marco Dionisi; Alessandra Santisi; Luca Massenzi; Bianca Maria Goffredo; Carlo Dionisi-Vici; Andrea Dotta; Cinzia Auriti
Journal:  Int J Mol Sci       Date:  2020-08-17       Impact factor: 5.923

3.  In silico trials: Verification, validation and uncertainty quantification of predictive models used in the regulatory evaluation of biomedical products.

Authors:  Marco Viceconti; Francesco Pappalardo; Blanca Rodriguez; Marc Horner; Jeff Bischoff; Flora Musuamba Tshinanu
Journal:  Methods       Date:  2020-01-25       Impact factor: 3.608

Review 4.  Pediatric Pharmacokinetics and Dose Predictions: A Report of a Satellite Meeting to the 10th Juvenile Toxicity Symposium.

Authors:  Bianca D van Groen; Venkatesh Pilla Reddy; Justine Badée; Andrés Olivares-Morales; Trevor N Johnson; Johan Nicolaï; Pieter Annaert; Anne Smits; Saskia N de Wildt; Catherijne A J Knibbe; Loeckie de Zwart
Journal:  Clin Transl Sci       Date:  2020-08-03       Impact factor: 4.689

5.  Population pharmacokinetics and dose optimization of vancomycin in neonates.

Authors:  Soon Min Lee; Seungwon Yang; Soyoung Kang; Min Jung Chang
Journal:  Sci Rep       Date:  2021-03-17       Impact factor: 4.379

6.  Individualized Vancomycin Dosing with Therapeutic Drug Monitoring and Pharmacokinetic Consultation Service: A Large-Scale Retrospective Observational Study.

Authors:  Sang-Mi Kim; Hyun-Seung Lee; Na-Young Hwang; Kyunga Kim; Hyung-Doo Park; Soo-Youn Lee
Journal:  Drug Des Devel Ther       Date:  2021-03-04       Impact factor: 4.162

Review 7.  Target Attainment and Clinical Efficacy for Vancomycin in Neonates: Systematic Review.

Authors:  Marta Mejías-Trueba; Marta Alonso-Moreno; Laura Herrera-Hidalgo; Maria Victoria Gil-Navarro
Journal:  Antibiotics (Basel)       Date:  2021-03-25
  7 in total

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