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Use of Real-World Data and Physiologically-Based Pharmacokinetic Modeling to Characterize Enoxaparin Disposition in Children With Obesity.

Publication ,  Journal Article
Gerhart, JG; Carreño, FO; Loop, MS; Lee, CR; Edginton, AN; Sinha, J; Kumar, KR; Kirkpatrick, CM; Hornik, CP; Gonzalez, D ...
Published in: Clin Pharmacol Ther
August 2022

Dosing guidance for children with obesity is often unknown despite the fact that nearly 20% of US children are classified as obese. Enoxaparin, a commonly prescribed low-molecular-weight heparin, is dosed based on body weight irrespective of obesity status to achieve maximum concentration within a narrow therapeutic or prophylactic target range. However, whether children with and without obesity experience equivalent enoxaparin exposure remains unclear. To address this clinical question, 2,825 anti-activated factor X (anti-Xa) surrogate concentrations were collected from the electronic health records of 596 children, including those with obesity. Using linear mixed-effects regression models, we observed that 4-hour anti-Xa concentrations were statistically significantly different in children with and without obesity, even for children with the same absolute dose (P = 0.004). To further mechanistically explore obesity-associated differences in anti-Xa concentration, a pediatric physiologically-based pharmacokinetic (PBPK) model was developed in adults, and then scaled to children with and without obesity. This PBPK model incorporated binding of enoxaparin to antithrombin to form anti-Xa and elimination via heparinase-mediated metabolism and glomerular filtration. Following scaling, the PBPK model predicted real-world pediatric concentrations well, with an average fold error (standard deviation of the fold error) of 0.82 (0.23) and 0.87 (0.26) in children with and without obesity, respectively. PBPK model simulations revealed that children with obesity have at most 20% higher 4-hour anti-Xa concentrations under recommended, total body weight-based dosing compared to children without obesity owing to reduced weight-normalized clearance. Enoxaparin exposure was better matched across age groups and obesity status using fat-free mass weight-based dosing.

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Published In

Clin Pharmacol Ther

DOI

EISSN

1532-6535

Publication Date

August 2022

Volume

112

Issue

2

Start / End Page

391 / 403

Location

United States

Related Subject Headings

  • Venous Thromboembolism
  • Pharmacology & Pharmacy
  • Obesity
  • Humans
  • Heparin, Low-Molecular-Weight
  • Enoxaparin
  • Child
  • Anticoagulants
  • Adult
  • 3214 Pharmacology and pharmaceutical sciences
 

Citation

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Gerhart, J. G., Carreño, F. O., Loop, M. S., Lee, C. R., Edginton, A. N., Sinha, J., … Best Pharmaceuticals for Children Act - Pediatric Trials Network Steering Committee. (2022). Use of Real-World Data and Physiologically-Based Pharmacokinetic Modeling to Characterize Enoxaparin Disposition in Children With Obesity. Clin Pharmacol Ther, 112(2), 391–403. https://doi.org/10.1002/cpt.2618
Gerhart, Jacqueline G., Fernando O. Carreño, Matthew Shane Loop, Craig R. Lee, Andrea N. Edginton, Jaydeep Sinha, Karan R. Kumar, et al. “Use of Real-World Data and Physiologically-Based Pharmacokinetic Modeling to Characterize Enoxaparin Disposition in Children With Obesity.Clin Pharmacol Ther 112, no. 2 (August 2022): 391–403. https://doi.org/10.1002/cpt.2618.
Gerhart JG, Carreño FO, Loop MS, Lee CR, Edginton AN, Sinha J, et al. Use of Real-World Data and Physiologically-Based Pharmacokinetic Modeling to Characterize Enoxaparin Disposition in Children With Obesity. Clin Pharmacol Ther. 2022 Aug;112(2):391–403.
Gerhart, Jacqueline G., et al. “Use of Real-World Data and Physiologically-Based Pharmacokinetic Modeling to Characterize Enoxaparin Disposition in Children With Obesity.Clin Pharmacol Ther, vol. 112, no. 2, Aug. 2022, pp. 391–403. Pubmed, doi:10.1002/cpt.2618.
Gerhart JG, Carreño FO, Loop MS, Lee CR, Edginton AN, Sinha J, Kumar KR, Kirkpatrick CM, Hornik CP, Gonzalez D, Best Pharmaceuticals for Children Act - Pediatric Trials Network Steering Committee. Use of Real-World Data and Physiologically-Based Pharmacokinetic Modeling to Characterize Enoxaparin Disposition in Children With Obesity. Clin Pharmacol Ther. 2022 Aug;112(2):391–403.
Journal cover image

Published In

Clin Pharmacol Ther

DOI

EISSN

1532-6535

Publication Date

August 2022

Volume

112

Issue

2

Start / End Page

391 / 403

Location

United States

Related Subject Headings

  • Venous Thromboembolism
  • Pharmacology & Pharmacy
  • Obesity
  • Humans
  • Heparin, Low-Molecular-Weight
  • Enoxaparin
  • Child
  • Anticoagulants
  • Adult
  • 3214 Pharmacology and pharmaceutical sciences