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Published on: September 27, 2016
Model-informed precision dosing of antimicrobial drugs in pediatrics: experiences from a pilot scale program
Rodrigo Velarde-Salcedo1, Luis Fernando Pérez-González2, Ana Socorro Rodríguez-Báez1
1Facultad de Ciencias Químicas, Universidad Autónoma de San Luis Potosí, San Luis Potosí, S.L.P., México.
Insights
Model-informed precision dosing is crucial for optimizing antibiotic therapy in pediatric patients, especially those critically ill. This study found many dosing regimens required adjustments to achieve therapeutic targets.
Area of Science:
- Pediatric pharmacology
- Infectious disease pharmacotherapy
- Clinical pharmacokinetics
Background:
- Antibiotic dosing in pediatrics lacks standardized pharmacokinetic data, leading to variability in healthcare centers.
- Physiological immaturity in children complicates achieving consistent antibiotic dosing, particularly in vulnerable groups like critically ill or oncology patients.
Purpose of the Study:
- To pilot the evaluation of model-informed precision dosing for antibiotics in a pediatric unit.
- To assess the need for optimizing antibiotic regimens in pediatric patients based on pharmacokinetic/pharmacodynamic targets.
Main Methods:
- Monitored pediatric patients receiving antibiotics using optimized or opportunistic sampling.
- Quantified plasma concentrations of clindamycin, fluconazole, linezolid, meropenem, metronidazole, piperacillin, and vancomycin using liquid chromatography-mass spectrometry.
- Estimated pharmacokinetic parameters via Bayesian analysis to assess target attainment.
Main Results:
- Out of 43 evaluated dosing regimens in 23 pediatric patients (2-16 years), 63% required adjustments.
- 14 patients were underdosed, 4 overdosed, and 9 needed infusion rate adjustments, notably for piperacillin and meropenem.
- Vancomycin and metronidazole doses were increased, while linezolid required both under- and overdosing adjustments; clindamycin and fluconazole regimens needed no changes.
Conclusions:
- A significant proportion of pediatric antibiotic regimens fail to achieve pharmacokinetic/pharmacodynamic targets, highlighting a need for model-informed precision dosing.
- Model-informed precision dosing is particularly beneficial for antibiotics like linezolid, vancomycin, meropenem, and piperacillin in pediatric populations.
- This pharmacokinetic evidence supports the improvement of antibiotic dosing strategies in pediatrics.
Abstract:
Antibiotics are among the most utilized drugs in pediatrics. Nonetheless, there is a lack in pharmacokinetics information for this population, and dosing criteria may vary between healthcare centers. Physiological variability associated with maturation in pediatrics makes it challenging to reach a consensus on adequate dosing, which is further accentuated in more vulnerable groups, such as critically ill or oncology patients. Model-informed precision dosing is a useful practice that allows dose optimization and attainment of antibiotic-specific pharmacokinetic/pharmacodynamic targets. The aim of this study was to evaluate the needs of model-informed precision dosing of antibiotics in a pediatrics unit, at a pilot scale. Pediatric patients under antibiotic treatment were monitored with either a pharmacokinetic/pharmacodynamic optimized sampling scheme or through opportunistic sampling. Clindamycin, fluconazole, linezolid, meropenem, metronidazole, piperacillin, and vancomycin plasma concentrations were quantified through a liquid chromatography coupled to mass spectrometry method. Pharmacokinetic parameters were estimated using a Bayesian approach to verify pharmacokinetic/pharmacodynamic target attainment. A total of 23 pediatric patients aged 2 to 16 years were included, and 43 dosing regimens were evaluated; 27 (63%) of them required adjustments as follows: 14 patients were underdosed, 4 were overdosed, and 9 patients needed infusion rate adjustments. Infusion rate adjustments were mostly recommended for piperacillin and meropenem; daily doses were augmented for vancomycin and metronidazole, meanwhile linezolid was adjusted for under- and overdosing. Clindamycin and fluconazole regimens were not adjusted at all. Conclusion: Results showcase a lack of antibiotic pharmacokinetic/pharmacodynamic target attainment (particularly for linezolid, vancomycin, meropenem, and piperacillin), and the need for model-informed precision dosing in pediatrics. This study provides pharmacokinetic evidence which can further improve antibiotic dosing practices. What is Known: • Model-informed precision dosing is performed in pediatrics to optimize the treatment of antimicrobial drugs such as vancomycin and aminoglycosides, while its usefulness is debated for other groups (beta-lactams, macrolides, etc.). What is New: • Vulnerable pediatric subpopulations, such as critically ill or oncology patients, can benefit the most from model-informed precision dosing of antibiotics. • Model-informed precision dosing of linezolid, meropenem, piperacillin, and vancomycin is particularly useful in pediatrics, and further research may improve dosing practices altogether.
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