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.

PubMed

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.

Related Concept Videos

Cystic Fibrosis: Pathogenesis01:23

Cystic Fibrosis: Pathogenesis

Cystic fibrosis (CF), an autosomal recessive disorder, significantly affects the function of exocrine glands. This genetically inherited disease is characterized by the production of thick and sticky mucus, which can severely affect various organs and systems in the body.
CF is primarily caused by a genetic mutation in a chromosome 7 gene coding for the cystic fibrosis transmembrane conductance regulator (CFTR) protein. The most common gene mutation leading to CF is the ΔF508 mutation,...
868
Cystic Fibrosis: Management01:24

Cystic Fibrosis: Management

Cystic fibrosis (CF) is an autosomal recessive disorder that predominantly affects individuals of Northern European descent, occurring at a rate of 1 in 3500. It is caused by a genetic mutation in a gene on chromosome 7, most commonly the ΔF508 mutation, that codes for the cystic fibrosis transmembrane conductance regulator (CFTR) protein. This results in thicker mucus secretions and obstruction pathologies in multiple organs, including the lungs and sinuses.
Sinus disease and chronic...
520
Pharmacokinetics in Pediatric Patients: Drug Excretion01:26

Pharmacokinetics in Pediatric Patients: Drug Excretion

In pediatric medicine, understanding the renal function and drug elimination nuances is crucial for administering safe and effective treatments. Newborns, in particular, display markedly slower renal functions than adults, profoundly affecting how drugs are cleared from their bodies. This slower drug clearance requires clinicians to extend the dosing intervals for many medications to prevent drug accumulation and toxicity while ensuring therapeutic efficacy.One key area where these adjustments...
225
Drug Dosing: Geriatric Patients01:15

Drug Dosing: Geriatric Patients

Elderly individuals encompass a diverse population with varying degrees of age-related physiological changes. Defining the elderly presents challenges, as the geriatric population is often arbitrarily categorized as individuals older than 65. However, many individuals in this group lead active and healthy lives, with an increasing number surpassing 85 years and falling into the older elderly category. Physiological changes associated with aging impact performance capacity and homeostatic...
232
Drug Dosing: Obese Patients01:21

Drug Dosing: Obese Patients

In the United States, obesity is a prominent concern. It is linked to heightened mortality rates due to increased occurrences of conditions such as hypertension, atherosclerosis, coronary artery disease, and diabetes compared to nonobese individuals. A patient is classified as obese if their actual body weight surpasses the ideal or desirable body weight by 20%, based on Metropolitan Life Insurance Company data. Ideal body weights consider average weights and heights for males and females...
254
Pharmacokinetics in Pediatric Patients: Drug Distribution01:17

Pharmacokinetics in Pediatric Patients: Drug Distribution

Drug distribution in the pediatric population exhibits unique challenges and considerations due to the physiological differences between children, particularly neonates and infants, and adults. A crucial aspect of pediatric pharmacology is understanding how these differences impact the pharmacokinetics of various drugs, necessitating age-specific dosing strategies to ensure efficacy and safety.Neonates and infants have a higher total body water content, ~75%–90% of their body weight,...
285