Prognostic B-cell signatures using mRNA-seq in patients with subtype-specific breast and ovarian cancer

Clin Cancer Res. 2014 Jul 15;20(14):3818-29. doi: 10.1158/1078-0432.CCR-13-3368. Epub 2014 Jun 10.

Abstract

Purpose: Lymphocytic infiltration of tumors predicts improved survival in patients with breast cancer. Previous studies have suggested that this survival benefit is confined predominantly to the basal-like subtype. Immune infiltration in ovarian tumors is also associated with improved prognosis. Currently, it is unclear what aspects of the immune response mediate this improved outcome.

Experimental design: Using The Cancer Genome Atlas mRNA-seq data and a large microarray dataset, we evaluated adaptive immune gene expression by genomic subtype in breast and ovarian cancer. To investigate B-cells observed to be prognostic within specific subtypes, we developed methods to analyze B-cell population diversity and degree of somatic hypermutation (SHM) from B-cell receptor (BCR) sequences in mRNA-seq data.

Results: Improved metastasis-free/progression-free survival was correlated with B-cell gene expression signatures, which were restricted mainly to the basal-like and HER2-enriched breast cancer subtypes and the immunoreactive ovarian cancer subtype. Consistent with a restricted epitope-driven response, a subset of basal-like and HER2-enriched breast tumors and immunoreactive ovarian tumors showed high expression of a low-diversity population of BCR gene segments. More BCR segments showed improved prognosis with increased expression in basal-like breast tumors and immunoreactive ovarian tumors compared with other subtypes. Basal-like and HER2-enriched tumors exhibited more BCR sequence variants in regions consistent with SHM.

Conclusion: Taken together, these data suggest the presence of a productive and potentially restricted antitumor B-cell response in basal-like breast and immunoreactive ovarian cancers. Immunomodulatory therapies that support B-cell responses may be a promising therapeutic approach to targeting these B-cell infiltrated tumors.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • B-Lymphocytes / metabolism*
  • Breast Neoplasms / genetics
  • Breast Neoplasms / immunology
  • Breast Neoplasms / metabolism*
  • Breast Neoplasms / mortality
  • Disease-Free Survival
  • Female
  • Humans
  • Mutation
  • Neoplasms, Basal Cell / genetics
  • Neoplasms, Basal Cell / immunology
  • Neoplasms, Basal Cell / metabolism*
  • Neoplasms, Basal Cell / secondary
  • Ovarian Neoplasms / genetics
  • Ovarian Neoplasms / immunology
  • Ovarian Neoplasms / metabolism*
  • Ovarian Neoplasms / mortality
  • Prognosis
  • Proportional Hazards Models
  • RNA, Messenger / genetics
  • Receptors, Antigen, B-Cell / genetics
  • Receptors, Antigen, B-Cell / metabolism
  • Sequence Analysis, RNA
  • Transcriptome

Substances

  • RNA, Messenger
  • Receptors, Antigen, B-Cell