A prognostic mutation panel for predicting cancer recurrence in stages II and III colorectal cancer

J Surg Oncol. 2017 Dec;116(8):996-1004. doi: 10.1002/jso.24781. Epub 2017 Aug 2.

Abstract

Background and objectives: Approximately 20-40% of stage II/III colorectal cancer (CRC) patients develop relapse. Clinicopathological factors alone are limited in detecting these patients, resulting in potential under/over-treatment. We sought to identify a prognostic tumor mutational profile that could predict CRC recurrence.

Methods: Whole-exome sequencing data were obtained for 207 patients with stage II/III CRC from The Cancer Genome Atlas. Mutational landscape in relapse-free versus relapsed cohort was compared using Fisher's exact test, followed by multivariate Cox regression to identify genes associated with cancer recurrence. Bootstrap-validation was used to examine internal/external validity.

Results: We identified five prognostic genes (APAF1, DIAPH2, NTNG1, USP7, and VAV2), which were combined to form a prognostic mutation panel. Patients with ≥1 mutation(s) within this five-gene panel had worse prognosis (3-yr relapse-free survival [RFS]: 53.0%), compared to patients with no mutation (3-yr RFS: 84.3%). In multivariate analysis, the five-gene panel remained prognostic for cancer recurrence independent of stage and high-risk features (hazard ratio 3.63, 95%CI [1.93-6.83], P < 0.0001). Furthermore, its prognostic accuracy was superior to the American Joint Commission on Cancer classification (concordance-index: 0.70 vs 0.54).

Conclusions: Our proposed mutation panel identifies CRC patients at high-risk for recurrence, which may help guide adjuvant therapy and post-operative surveillance protocols.

Keywords: DNA mutational analysis; adjuvant chemotherapy; colonic neoplasms; colorectal surgery; neoplasm recurrence; surgical oncology.

MeSH terms

  • Aged
  • Carrier Proteins / genetics
  • Cohort Studies
  • Colorectal Neoplasms / genetics*
  • Colorectal Neoplasms / mortality
  • Colorectal Neoplasms / pathology
  • Colorectal Neoplasms / surgery
  • Female
  • Formins
  • Humans
  • Male
  • Middle Aged
  • Mutation*
  • Neoplasm Recurrence, Local / genetics*
  • Neoplasm Recurrence, Local / pathology
  • Neoplasm Staging
  • Prognosis
  • Proportional Hazards Models
  • Proto-Oncogene Proteins c-vav / genetics

Substances

  • Carrier Proteins
  • DIAPH2 protein, human
  • Formins
  • Proto-Oncogene Proteins c-vav
  • VAV2 protein, human