Colon Cancer Tumor Location Defined by Gene Expression May Disagree With Anatomic Tumor Location

Clin Colorectal Cancer. 2019 Jun;18(2):149-158. doi: 10.1016/j.clcc.2019.02.002. Epub 2019 Feb 14.

Abstract

Background: Cancers of the right colon have been shown to differ from left-side colon cancers in prognosis, response to epithelial growth factor receptor inhibitors, microsatellite instability and BRAF mutation status, and other molecular characteristics. Clinical application of these differences will benefit from a deeper understanding of how tumor location defines and is defined by gene expression.

Materials and methods: This study was carried out using Affymetrix microarray datasets (Cohort A: training set, n = 352; validation set, n = 519) and samples from The Cancer Genome Atlas Colon Adenocarcinoma database (Cohort B: n = 408), in which tumor location was reported. Gene expression patterns characteristic of tumor side were identified in a manner unbiased by statistical classification method.

Results: In the Cohort A validation set, the anatomic locations of 75% of tumors agree with the locations predicted by gene expression (so-called genomic location), whereas 8% of tumors had genomic locations discordant with their anatomic locations, and 17% of tumors had ambiguous genomic locations. Genomic location was a better predictor of microsatellite instability, CpG island methylator phenotype status, and BRAF mutation status than anatomic location. Tumors with ambiguous genomic location were significantly (P = 1.3 × 10-7) more likely to have the mesenchymal consensus molecular subtype (40%) than those with a specific genomic location (18%). A genomic signature to predict genomic location was defined.

Conclusion: Tumor location is increasingly considered in deciding treatment of a colon tumor. We showed that genomic location was superior to anatomic location as a predictor of molecular characteristics, suggesting that it may be a more accurate predictor of response.

Keywords: Genomic signature; Left-side colon cancer; Molecular classification; Right-side colon cancer; Tumor sidedness.

Publication types

  • Validation Study

MeSH terms

  • Adenocarcinoma / genetics*
  • Adenocarcinoma / pathology
  • Adenocarcinoma / therapy
  • Aged
  • Biomarkers, Tumor / genetics*
  • Clinical Decision-Making / methods*
  • Cohort Studies
  • Colon / pathology*
  • Colonic Neoplasms / genetics*
  • Colonic Neoplasms / pathology
  • Colonic Neoplasms / therapy
  • CpG Islands / genetics
  • DNA Methylation / genetics
  • Databases, Genetic / statistics & numerical data
  • Datasets as Topic
  • Female
  • Gene Expression Profiling / methods
  • Humans
  • Intestinal Mucosa / pathology*
  • Male
  • Microsatellite Instability
  • Mutation
  • Oligonucleotide Array Sequence Analysis / methods
  • Prognosis
  • Proto-Oncogene Proteins B-raf / genetics
  • Treatment Outcome
  • Whole Genome Sequencing

Substances

  • Biomarkers, Tumor
  • BRAF protein, human
  • Proto-Oncogene Proteins B-raf