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Genetics-based pediatric warfarin dosage regimen derived using pharmacometric bridging
Mallika Lala1, Gilbert J Burckart, Cheryl M Takao
1Office of Clinical Pharmacology, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland ; School of Pharmacy, Virginia Commonwealth University, Richmond, Virginia.
Insights
A new warfarin dosing regimen for children was developed using genetic information. This genetics-based approach aims to improve warfarin dosing accuracy and therapeutic outcomes in pediatric patients.
Area of Science:
- Pharmacogenomics
- Pediatric pharmacology
- Drug dosing optimization
Background:
- Warfarin dosing in adults is guided by CYP2C9 and VKORC1 genetic polymorphisms, as recognized by the FDA.
- No established genetic-based dosing algorithm currently exists for pediatric patients.
Purpose of the Study:
- To develop a genetics-based warfarin dosing regimen for pediatric patients.
- The regimen includes both an initial starting dose and a titration scheme.
Main Methods:
- A model-based approach adapted from an established adult warfarin dosage model.
- Pediatric data from 26 subjects at Children's Hospital of Los Angeles were used for comparison.
- Genotyping focused on CYP2C9 variant alleles (*2, *3) and the VKORC1 rs9923231 SNP.
Main Results:
- A validated pediatric warfarin dosage model was derived.
- Simulations and stochastic modeling optimized the pediatric dosage and titration strategy.
- The optimized regimen targets a high proportion of international normalized ratios (INRs) within the therapeutic range by week 2.
Conclusions:
- The proposed genetics-based warfarin dosage scheme, considering CYP2C9 and VKORC1 genotypes, may enhance pediatric dosing.
- This pilot study lays the groundwork for future prospective evaluations of genetic-guided warfarin therapy in children.
Background:
Warfarin dosage regimens using CYP2C9 and VKORC1 polymorphisms have been extensively studied in adults and is included in US Food and Drug Administration-approved warfarin labeling. However, no dosage algorithm is available for pediatric patients.
Objective:
To derive a genetics-based pediatric dosge regimen for warfarin, including starting dose and titration scheme.
Methods:
A model-based approach was developed based on a previously validated warfarin dosage model in adults, with subsequent comparison to pediatric data from pediatric warfarin dose, genotyping, and international normalized ratio (INR) results. The adult model was based on a previously established model from the CROWN (CReating an Optimal Warfarin dosing Nomogram) trial. Pediatric warfarin data were obtained from a study conducted at the Children's Hospital of Los Angeles with 26 subjects. Variant alleles of CYP2C9 (rs1799853 or *2, and rs1057910 or *3) and the VKORC1 single nucleotide polymorphism (SNP) rs9923231 (-1639 G>A) were assessed, where the rs numbers are reference SNP identification tags assigned by the National Center for Biotechnology Information.
Results:
A pediatric warfarin model was derived using the previously validated model and clinical pharmacology considerations. The model was validated, and clinical trial simulation and stochastic modeling were used to optimize pediatric dosage and titration. The final dosage regimen was optimized based on simulations targeting a high (≥60%) proportion of INRs within the therapeutic range by week 2 of warfarin therapy while minimizing INRs >3.5 or <2.
Conclusions:
The proposed pediatric warfarin dosage scheme based on individual CYP2C9 (alleles *1,*2,*3) and VKORC1 rs9923231 (-1639 G>A) genotypes may offer improved dosage compared to current treatment strategies, especially in patients with variant CYP2C9 and VKORC1 alleles. This pilot study provides the foundation for a larger prospective evaluation of genetics-based warfarin dosage in pediatric patients.
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