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Keeping pace with CYP2D6 haplotype discovery: innovative methods to assign function.

Karen E Brown1,2, Jack W Staples1,2, Erica L Woodahl1,2

  • 1Department of Biomedical & Pharmaceutical Sciences, Skaggs School of Pharmacy, University of Montana, Missoula, MT 59812, USA.

Pharmacogenomics
|January 27, 2022
PubMed
Summary

New high-throughput methods are needed to understand the function of CYP2D6 gene variants. This will improve pharmacogenomic accuracy and personalize patient treatment.

Keywords:
CYP2D6drug metabolismgenotypepharmacogeneticspharmacogenomicsphenotype

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Area of Science:

  • Pharmacogenomics
  • Drug Metabolism
  • Genetics

Background:

  • The CYP2D6 gene is crucial for drug metabolism, but many of its haplotypes have unknown functions.
  • Traditional methods for characterizing gene function are insufficient for the growing complexity of pharmacogenomic research, especially with diverse populations.

Purpose of the Study:

  • To address the challenge of assigning function to unknown CYP2D6 haplotypes.
  • To explore innovative, high-throughput technologies for accurate functional characterization of CYP2D6 variants.

Main Methods:

  • Review of evolving innovative approaches for CYP2D6 haplotype functional assignment.
  • Discussion of potential integration of these technologies into cohesive processes.

Main Results:

  • Promising technologies include ADME-optimized prediction frameworks, machine learning, deep mutational scanning, and phenoconversion predictions.
  • These methods offer high-throughput capabilities essential for complex pharmacogenes like CYP2D6.

Conclusions:

  • Accurate phenotypic assignment for CYP2D6 is critical for pharmacogenomic utility.
  • Implementing these advanced approaches can significantly enhance personalized medicine and treatment strategies.