Prognostic implications of a molecular classifier derived from whole-exome sequencing in nasopharyngeal carcinoma

Cancer Med. 2019 Jun;8(6):2705-2716. doi: 10.1002/cam4.2146. Epub 2019 Apr 5.

Abstract

The aim of this study was to use whole-exome sequencing to derive a molecular classifier for nasopharyngeal carcinoma (NPC) and evaluate its clinical performance. We performed whole-exome sequencing on 82 primary NPC tumors from Sun Yat-sen University Cancer Center (Guangzhou cohort) to obtain somatic single-nucleotide variants, indels, and copy number variants. A novel molecular classifier was then developed and validated in another NPC cohort (Hong Kong cohort, n = 99). Survival analysis was estimated by the Kaplan-Meier method and compared using the log-rank test. Cox proportional hazards model was adopted for univariate and multivariate analyses. We identified three prominent NPC genetic subtypes: RAS/PI3K/AKT (based on RAS, AKT1, and PIK3CA mutations), cell-cycle (based on CDKN2A/CDKN2B deletions, and CDKN1B and CCND1 amplifications), and unclassified (based on dominant mutations in epigenetic regulators, such as KMT2C/2D, or the Notch signaling pathway, such as NOTCH1/2). These subtypes differed in survival analysis, with good, intermediate, and poor progression-free survival in the unclassified, cell-cycle, and RAS/PI3K/AKT subgroups, respectively, among the Guangzhou, Hong Kong, and combined cohorts (n = 82, P = 0.0342; n = 99, P = 0.0372; and n = 181, P = 0.0023; log-rank test). We have uncovered genetic subtypes of NPC with distinct mutations and/or copy number changes, reflecting discrete paths of NPC tumorigenesis and providing a roadmap for developing new prognostic biomarkers and targeted therapies.

Keywords: copy number variants; indels; molecular classifier; nasopharyngeal carcinoma; single-nucleotide variants.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Biomarkers, Tumor*
  • Cell Transformation, Neoplastic / genetics
  • Chromosomal Instability
  • Computational Biology
  • DNA Copy Number Variations
  • Exome Sequencing*
  • Female
  • Gene Expression Profiling*
  • Humans
  • Kaplan-Meier Estimate
  • Male
  • Middle Aged
  • Mutation
  • Nasopharyngeal Carcinoma / diagnosis
  • Nasopharyngeal Carcinoma / genetics*
  • Nasopharyngeal Carcinoma / metabolism
  • Nasopharyngeal Carcinoma / mortality*
  • Neoplasm Staging
  • Polymorphism, Single Nucleotide
  • Prognosis
  • Signal Transduction
  • Young Adult

Substances

  • Biomarkers, Tumor