Population genetic structure of variable drug response

Nat Genet. 2001 Nov;29(3):265-9. doi: 10.1038/ng761.

Abstract

Geographic patterns of genetic variation, including variation at drug metabolizing enzyme (DME) loci and drug targets, indicate that geographic structuring of inter-individual variation in drug response may occur frequently. This raises two questions: how to represent human population genetic structure in the evaluation of drug safety and efficacy, and how to relate this structure to drug response. We address these by (i) inferring the genetic structure present in a heterogeneous sample and (ii) comparing the distribution of DME variants across the inferred genetic clusters of individuals. We find that commonly used ethnic labels are both insufficient and inaccurate representations of the inferred genetic clusters, and that drug-metabolizing profiles, defined by the distribution of DME variants, differ significantly among the clusters. We note, however, that the complexity of human demographic history means that there is no obvious natural clustering scheme, nor an obvious appropriate degree of resolution. Our comparison of drug-metabolizing profiles across the inferred clusters establishes a framework for assessing the appropriate level of resolution in relating genetic structure to drug response.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Chi-Square Distribution
  • Chromosomes, Human, Pair 1 / genetics
  • Cluster Analysis
  • Continental Population Groups / genetics
  • Cytochrome P-450 Enzyme System / genetics
  • Cytochrome P-450 Enzyme System / metabolism
  • Enzymes / genetics*
  • Enzymes / metabolism
  • Ethnic Groups / genetics
  • Gene Frequency / genetics
  • Genetic Variation / genetics*
  • Genotype
  • Humans
  • Male
  • Microsatellite Repeats / genetics
  • Multifactorial Inheritance / genetics
  • Oxidation-Reduction
  • Pharmaceutical Preparations / metabolism*
  • Pharmacogenetics*
  • Polymorphism, Single Nucleotide / genetics
  • Software
  • X Chromosome / genetics

Substances

  • Enzymes
  • Pharmaceutical Preparations
  • Cytochrome P-450 Enzyme System