Pancreatic Cancer Cell Fraction Estimation in a DNA Sample

Oncology. 2018;95(6):370-379. doi: 10.1159/000491637. Epub 2018 Aug 27.

Abstract

Objective: Pancreatic cancers are characterized by dense stroma. To estimate the degree of interference by coexisting noncancer cells in molecular analyses, we aimed to develop a DNA methylation marker that assesses a cancer cell fraction in DNA samples.

Methods: The microarray data of 22 pancreatic cancer tissues from the The Cancer Genome Atlas database and 9 noncancer tissues were used for genome-wide screening. Thirty-one surgical tumor samples (10 intraductal papillary mucinous neoplasms [IPMNs] and 21 pancreatic cancers), 4 normal, and 26 nontumor samples were used for validation. Gene-specific methylation analysis was conducted by bisulfite pyrosequencing.

Results: Genome-wide screening isolated SIM1, MIR129-2, NR1I2, and HOXB-AS4, as specifically methylated in pancreatic cancer cells. Bisulfite pyrosequencing validated that one or more of three genes (SIM1, MIR129-2, and NR1I2) were methylated in 22 (71.0%) tumor samples (8 IPMNs and 14 cancers), and all showed low levels of methylation in 26 (86.7%) normal and nontumor samples. Therefore, the three genes collectively constituted one marker for a pancreatic cancer cell fraction. The cancer cell fraction estimated by the marker was highly correlated with that estimated using the KRAS mutant allele frequency (R = 0.79).

Conclusion: The DNA methylation marker is useful to estimate the pancreatic cancer cell fraction in DNA samples.

Keywords: Cancer cell fraction; DNA methylation; Epigenetics; Intraductal papillary mucinous neoplasm; Pancreatic cancer.

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Cell Fractionation
  • Cell Line, Tumor
  • CpG Islands
  • DNA Methylation*
  • DNA, Neoplasm / genetics*
  • DNA, Neoplasm / isolation & purification
  • DNA, Neoplasm / metabolism
  • Female
  • Gene Frequency
  • Genome-Wide Association Study
  • Humans
  • Male
  • Microarray Analysis
  • Middle Aged
  • Pancreatic Neoplasms / genetics*
  • Pancreatic Neoplasms / metabolism

Substances

  • DNA, Neoplasm