Development of a paediatric population-based model of the pharmacokinetics of rivaroxaban

Stefan Willmann1, Corina Becker, Rolf Burghaus

  • 1Bayer Technology Services GmbH, Leverkusen, Germany, stefan.willmann@bayer.com.

Insights

A new physiologically based pharmacokinetic (PBPK) model for rivaroxaban in children suggests dose adjustments may be needed for younger children to match adult exposure levels. This model aids in determining optimal rivaroxaban dosing for pediatric patients.

Area of Science:

  • Pharmacology
  • Pediatric Medicine
  • Computational Biology

Background:

  • Venous thromboembolism (VTE) is a growing concern in pediatric patients.
  • Current VTE treatment guidelines for children often rely on adult data due to limited pediatric trials.
  • Rivaroxaban, an oral Factor Xa inhibitor, shows promise for pediatric VTE, necessitating further investigation.

Purpose of the Study:

  • To develop and validate an adult physiologically based pharmacokinetic (PBPK) model for rivaroxaban (10 and 20 mg doses).
  • To scale the adult PBPK model to the pediatric population (0-18 years).
  • To inform optimal dosing regimens for a clinical study of rivaroxaban in pediatric patients.

Main Methods:

  • Developed and qualified an adult PBPK model using Phase I study data.
  • Scaled the model to pediatrics using anthropometric, physiological, and age-dependent pharmacokinetic data.
  • Simulated rivaroxaban pharmacokinetics in virtual pediatric populations using weight-based dosing regimens.

Main Results:

  • Simulated pharmacokinetic parameters (AUC, Cmax, C24h) generally overlapped with adult values across age ranges.
  • Lower pharmacokinetic values were observed in infants and preschool children (<40 kg), suggesting potential dose increases.
  • Pharmacokinetics in children (40-70 kg) and adolescents (>70 kg) showed comparability or higher exposure relative to adults, depending on the dosing approach.

Conclusions:

  • The developed pediatric PBPK model provides valuable insights into rivaroxaban pharmacokinetics in children.
  • The model supports exploratory analysis to guide dosing strategies for pediatric VTE treatment.
  • This PBPK modeling approach is crucial for advancing antithrombotic therapy in pediatric populations.
Abstract

Related Concept Videos

Pharmacokinetics in Pediatric Patients: Drug Metabolism01:24

Pharmacokinetics in Pediatric Patients: Drug Metabolism

In pediatric care, understanding the nuances of hepatic drug metabolism is crucial, as it significantly differs from that of adults. This divergence is primarily due to the developmental stage of drug-metabolizing enzymes, which affects how medications are processed in the body. In neonates, for instance, the activity of Phase I enzymes—critical for the initial breakdown of drugs—is markedly reduced, functioning at just 20–40% of the levels seen in adults. This reduction poses a challenge in...
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, compared...
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...
Pharmacokinetics in Pediatric Patients: Overview and Drug Absorption01:23

Pharmacokinetics in Pediatric Patients: Overview and Drug Absorption

Understanding the physiological differences in the pediatric population is crucial for effective pharmacotherapy. Neonates, infants, and children exhibit significant variations in gastric pH, gastric emptying time, intestinal transit time, and biliary function. These variations profoundly affect oral drug absorption, necessitating a nuanced approach to pediatric dosing.Neonates present with a unique physiological profile, having a gastric pH greater than 4 and faster and more irregular gastric...
Analysis of Population Pharmacokinetic Data01:12

Analysis of Population Pharmacokinetic Data

Analysis of population pharmacokinetic data involves studying the behavior of drugs within diverse populations to understand their pharmacokinetic parameters. Traditional pharmacokinetic methods typically involve collecting samples from a few individuals and estimating these parameters. While these methods are commonly used, they have limitations in capturing the variability in drug response among individuals or heterogeneous populations. Population pharmacokinetics is employed to address these...
Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis00:59

Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis

Noncompartmental analyses offer an alternative method for describing drug pharmacokinetics without relying on a specific compartmental model. In this approach, the drug's pharmacokinetics are assumed to be linear, with the terminal phase log-linear. This assumption allows for simplified analysis and interpretation of the drug's behavior in the body.
One important characteristic of noncompartmental analyses is that drug exposure increases proportionally with increasing doses. This relationship...