Immunogenic Subtypes of Breast Cancer Delineated by Gene Classifiers of Immune Responsiveness

Cancer Immunol Res. 2016 Jul;4(7):600-10. doi: 10.1158/2326-6066.CIR-15-0149. Epub 2016 Apr 28.

Abstract

The abundance and functional orientation of tumor-infiltrating lymphocytes in breast cancer is associated with distant metastasis-free survival, yet how this association is influenced by tumor phenotypic heterogeneity is poorly understood. Here, a bioinformatics approach defined tumor biologic attributes that influence this association and delineated tumor subtypes that may differ in their ability to sustain durable antitumor immune responses. A large database of breast tumor expression profiles and associated clinical data was compiled, from which the ability of phenotypic markers to significantly influence the prognostic performance of a classification model that incorporates immune cell-specific gene signatures was ascertained. Markers of cell proliferation and intrinsic molecular subtype reproducibly distinguished two breast cancer subtypes that we refer to as immune benefit-enabled (IBE) and immune benefit-disabled (IBD). The IBE tumors, comprised mostly of highly proliferative tumors of the basal-like, HER2-enriched, and luminal B subtypes, could be stratified by the immune classifier into significantly different prognostic groups, while IBD tumors could not, indicating the potential for productive engagement of metastasis-protective immunity in IBE tumors, but not in IBD tumors. The prognostic stratification in IBE was independent of conventional variables. Gene network analysis predicted the activation of TNFα/IFNγ signaling pathways in IBE tumors and the activation of the transforming growth factor-β pathway in IBD tumors. This prediction supports a model in which breast tumors can be distinguished on the basis of their potential for metastasis-protective immune responsiveness. Whether IBE and IBD represent clinically relevant contexts for evaluating sensitivity to immunotherapeutic agents warrants further investigation. Cancer Immunol Res; 4(7); 600-10. ©2016 AACR.

MeSH terms

  • Breast Neoplasms / genetics*
  • Breast Neoplasms / immunology*
  • Breast Neoplasms / mortality
  • Breast Neoplasms / pathology
  • Cluster Analysis
  • Female
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic
  • Humans
  • Immunomodulation
  • Leukocytes / immunology
  • Leukocytes / metabolism
  • Leukocytes / pathology
  • Lymphocytes, Tumor-Infiltrating / immunology
  • Lymphocytes, Tumor-Infiltrating / metabolism
  • Lymphocytes, Tumor-Infiltrating / pathology
  • Neoplasm Metastasis
  • Neoplasm Staging
  • Phenotype
  • Prognosis
  • Proportional Hazards Models