Unknown

Dataset Information

0

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


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 TNF?/IFN? signaling pathways in IBE tumors and the activation of the transforming growth factor-? 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.

SUBMITTER: Miller LD 

PROVIDER: S-EPMC4930674 | biostudies-literature | 2016 Jul

REPOSITORIES: biostudies-literature

altmetric image

Publications


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  ...[more]

Similar Datasets

| S-EPMC3928239 | biostudies-literature
| S-EPMC5378660 | biostudies-literature
| S-EPMC8202402 | biostudies-literature
2024-06-16 | PXD043902 | Pride
| S-EPMC8264374 | biostudies-literature
| S-EPMC8718791 | biostudies-literature
| S-EPMC7571508 | biostudies-literature
| S-EPMC6132060 | biostudies-literature
| S-EPMC8293822 | biostudies-literature
| S-EPMC8511026 | biostudies-literature