Hitting the Target: Model-Informed Precision Dosing of Tobramycin in Pediatric Patients with Cystic Fibrosis
Jake M Brockmeyer1, Laura Bio1, Carlos Milla2
1Department of Pharmacy, Lucile Packard Children's Hospital Stanford, Palo Alto, CA 94304, USA.
Insights
Model-informed precision dosing (MIPD) improved tobramycin therapy for pediatric cystic fibrosis (CF) patients. This approach optimized drug levels, reducing monitoring needs and dose adjustments while maintaining safety.
Area of Science:
- Pharmacology
- Pediatric Medicine
- Infectious Diseases
Background:
- Tobramycin is crucial for treating pulmonary exacerbations in pediatric cystic fibrosis (CF) patients.
- Variable pharmacokinetics and a narrow therapeutic index necessitate therapeutic drug monitoring (TDM) for tobramycin.
- Model-informed precision dosing (MIPD) offers a method for individualizing drug dosage using population PK models and Bayesian forecasting.
Purpose of the Study:
- To evaluate the effectiveness of an MIPD initiative for once-daily tobramycin dosing in pediatric CF patients.
- To compare TDM practices and outcomes before and after MIPD implementation.
- To assess the impact of MIPD on achieving target tobramycin exposure and patient safety.
Main Methods:
- A comparative study analyzed tobramycin treatment courses in CF patients under 21 years old.
- Pre-MIPD period (2016-2018) used traditional log-linear AUC calculations for TDM.
- Post-MIPD period (2019-2025) utilized a commercial MIPD software platform integrated into the EHR.
Main Results:
- Post-MIPD implementation showed significantly higher attainment of the target 24-hour area-under-the-curve (AUC24) at TDM1, TDM2, and TDM3.
- The MIPD period required fewer TDM samples (4.2 vs. 7.1) and dose adjustments (0.7 vs. 1.8) within the first 7 days of treatment.
- Acute kidney injury (AKI) incidence remained low and comparable between the pre-MIPD and post-MIPD periods.
Conclusions:
- Implementing an MIPD initiative for tobramycin in pediatric CF patients enhances early achievement of therapeutic AUC24 targets.
- MIPD significantly reduces the TDM burden and the number of required dose adjustments.
- The MIPD approach is effective in optimizing tobramycin therapy while maintaining a low risk of toxicity.
Abstract:
Background: Tobramycin is a key therapy for pulmonary exacerbations in children and adolescents with cystic fibrosis (CF), yet its variable pharmacokinetics (PK) combined with narrow therapeutic index necessitates therapeutic drug monitoring (TDM) during clinical care to optimize exposure while minimizing toxicity. Model-informed precision dosing (MIPD) is a potentially powerful tool to support dose individualization in clinical care that leverages population PK models and Bayesian forecasting. Herein, we evaluated the performance of an MIPD initiative at our hospital for once-daily tobramycin in pediatric patients with CF. Methods: Tobramycin practices at a single CF center before (2016-2018) and after (2019-2025) implementation of an MIPD initiative in CF patients < 21 years were evaluated. TDM during the pre-MIPD period used traditional log-linear AUC calculations, while the post-MIPD period used a commercial MIPD software platform integrated within the electronic health record. Outcomes included attainment of the target 24 h area-under-the-curve (AUC24 80-120 mg·h/L), number of TDM samples and dose adjustments during the first 7 days of treatment, and rates of acute kidney injury (AKI). Results: A total of 114 treatment courses were analyzed (77 pre-MIPD, 37 post-MIPD). Post-MIPD target attainment was 75.7% at TDM1, 89.2% at TDM2, and 100% at TDM3, significantly higher than pre-MIPD at corresponding cycles. The post-MIPD period required fewer TDM samples (4.2 vs. 7.1; p < 0.001) and dose adjustments (0.7 vs. 1.8; p < 0.001) in the first 7 days. AKI incidence remained low and comparable between periods. Conclusions: Implementation of an MIPD initiative for tobramycin in pediatric patients with CF led to the early attainment of therapeutic AUC24 targets while reducing TDM burden and dose adjustments.
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