Sequencing of genes of drug response in tumor DNA and implications for precision medicine in cancer patients

Pharmacogenomics J. 2023 Jul;23(4):73-81. doi: 10.1038/s41397-023-00299-7. Epub 2023 Jan 28.

Abstract

Tumor DNA sequencing is becoming standard-of-care for patient treatment decisions. We evaluated genotype concordance between tumor DNA and genomic DNA from blood and catalogued functional effects of somatic mutations in 21 drug response genes in 752 solid tumor patients. Using a threshold of 10% difference between tumor and blood DNA variant allele fraction (VAF), concordance for heterogenous genotype calls was 78% and increased to 97.5% using a 30% VAF threshold. Somatic mutations were observed in all 21 drug response genes, and 44% of patients had at least one somatic mutation in these genes. In tumor DNA, eight patients had a frameshift mutation in CYP2C8, which metabolizes taxanes. Overall, somatic copy number losses were more frequent than gains, including for CYP2C19 and CYP2D6 which had the most frequent copy number losses. However, copy number gains in TPMT were more than four times as common as losses. Seven % of patients had copy number gains in ABCB1, a multidrug resistance transporter of anti-cancer agents. These results demonstrate tumor-only DNA sequencing might not be reliable to call germline genotypes of drug response variants.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • DNA
  • DNA Copy Number Variations / genetics
  • Genotype
  • High-Throughput Nucleotide Sequencing
  • Humans
  • Mutation / genetics
  • Neoplasms* / drug therapy
  • Neoplasms* / genetics
  • Neoplasms* / pathology
  • Precision Medicine*
  • Sequence Analysis, DNA

Substances

  • DNA