Mutational Spectrum, Copy Number Changes, and Outcome: Results of a Sequencing Study of Patients With Newly Diagnosed Myeloma

J Clin Oncol. 2015 Nov 20;33(33):3911-20. doi: 10.1200/JCO.2014.59.1503. Epub 2015 Aug 17.

Abstract

Purpose: At the molecular level, myeloma is characterized by copy number abnormalities and recurrent translocations into the immunoglobulin heavy chain locus. Novel methods, such as massively parallel sequencing, have begun to describe the pattern of tumor-acquired mutations, but their clinical relevance has yet to be established.

Methods: We performed whole-exome sequencing for 463 patients who presented with myeloma and were enrolled onto the National Cancer Research Institute Myeloma XI trial, for whom complete molecular cytogenetic and clinical outcome data were available.

Results: We identified 15 significantly mutated genes: IRF4, KRAS, NRAS, MAX, HIST1H1E, RB1, EGR1, TP53, TRAF3, FAM46C, DIS3, BRAF, LTB, CYLD, and FGFR3. The mutational spectrum is dominated by mutations in the RAS (43%) and nuclear factor-κB (17%) pathways, but although they are prognostically neutral, they could be targeted therapeutically. Mutations in CCND1 and DNA repair pathway alterations (TP53, ATM, ATR, and ZNFHX4 mutations) are associated with a negative impact on survival. In contrast, those in IRF4 and EGR1 are associated with a favorable overall survival. We combined these novel mutation risk factors with the recurrent molecular adverse features and international staging system to generate an international staging system mutation score that can identify a high-risk population of patients who experience relapse and die prematurely.

Conclusion: We have refined our understanding of genetic events in myeloma and identified clinically relevant mutations that may be used to better stratify patients at presentation.

Trial registration: ClinicalTrials.gov NCT01554852.

Publication types

  • Clinical Trial, Phase III
  • Comparative Study
  • Randomized Controlled Trial
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • DNA Copy Number Variations / genetics*
  • DNA Mutational Analysis
  • Female
  • Genetic Predisposition to Disease / epidemiology*
  • High-Throughput Nucleotide Sequencing
  • Humans
  • Male
  • Middle Aged
  • Multiple Myeloma / genetics*
  • Multiple Myeloma / mortality*
  • Multiple Myeloma / physiopathology
  • Multivariate Analysis
  • Proportional Hazards Models
  • Prospective Studies
  • Survival Analysis
  • Vereinigtes Königreich
  • Young Adult
  • ras Proteins / genetics*

Substances

  • ras Proteins

Associated data

  • ClinicalTrials.gov/NCT01554852