Identification of gene modules associated with warfarin dosage by a genome-wide DNA methylation study

Pharmazie. 2018 May 1;73(5):288-293. doi: 10.1691/ph.2018.7319.

Abstract

Objective: To identify warfarin dose-associated DNA methylation changes, we conducted the first genomewide DNA methylation association study.

Method: A total of 22 patients who required an extreme warfarin dosage from VKORC1 -1639AA & CYP2C9*1*1 genotype group were enrolled in this study. The Illumina Infinium HumanMethylation450 platform was used to perform genome-scale DNA methylation profiling, identifying differentially methylated CpG sites by a nonparametric test. WGCNA was used to analyze the association between gene modules and extreme warfarin dosage.

Results: For a total of 378,313 CpG sites that passed the quality control processes, we identified eight differentially methylated CpG probes (p<0.05) showing altered DNA methylation level (>20%) between two extreme dose groups. Though the WGCNA method we identified two gene modules, Turquoise and Light-cyan, with high methylation level were significantly correlated with high warfarin doses (P-values were 0.036 and 0.022 respectively). Both gene modules exhibited good warfarin dosage prediction performance (77% for the Turquoise module and 79% for the Light-cyan module).

Conclusion: This study showed for the first time that DNA methylation level changes are significantly associated with warfarin dosage, providing a novel idea for understanding warfarin dose various and laying the groundwork for further related studies.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Anticoagulants / administration & dosage*
  • CpG Islands
  • Cytochrome P-450 CYP2C9 / genetics*
  • DNA Methylation*
  • Dose-Response Relationship, Drug
  • Female
  • Gene Regulatory Networks
  • Humans
  • Male
  • Middle Aged
  • Models, Genetic
  • Vitamin K Epoxide Reductases / genetics
  • Warfarin / administration & dosage*

Substances

  • Anticoagulants
  • Warfarin
  • CYP2C9 protein, human
  • Cytochrome P-450 CYP2C9
  • VKORC1 protein, human
  • Vitamin K Epoxide Reductases