Clinicopathological Features of Triple-Negative Breast Cancer Epigenetic Subtypes.

Authors

Maggie L DiNome
Javier I Orozco, Department of Translational Molecular Medicine, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, USAFollow
Chikako Matsuba, Department of Translational Molecular Medicine, John Wayne Cancer Institute at Saint John's Health Center, Providence Health System, Santa Monica, California.Follow
Ayla O Manughian-Peter, Department of Translational Molecular Medicine, John Wayne Cancer Institute, Santa Monica, CAFollow
Miquel Ensenyat-Mendez
Shu-Ching Chang, Medical Data Research Center, Providence Health & Services, Portland, OR, USAFollow
John R Jalas, Department of Pathology, Providence Saint John's Health Center, Santa Monica, CA, USAFollow
Matthew P Salomon, Center for Endocrine Tumors and Disorders, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA.Follow
Diego M Marzese, Department of Translational Molecular Medicine, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CAFollow

Document Type

Article

Publication Date

7-24-2019

Publication Title

Annals of surgical oncology : the official journal of the Society of Surgical Oncology

Abstract

BACKGROUND/OBJECTIVE: Triple-negative breast cancer (TNBC) is a heterogeneous collection of breast tumors with numerous differences including morphological characteristics, genetic makeup, immune-cell infiltration, and response to systemic therapy. DNA methylation profiling is a robust tool to accurately identify disease-specific subtypes. We aimed to generate an epigenetic subclassification of TNBC tumors (epitypes) with utility for clinical decision-making.

METHODS: Genome-wide DNA methylation profiles from TNBC patients generated in the Cancer Genome Atlas project were used to build machine learning-based epigenetic classifiers. Clinical and demographic variables, as well as gene expression and gene mutation data from the same cohort, were integrated to further refine the TNBC epitypes.

RESULTS: This analysis indicated the existence of four TNBC epitypes, named as Epi-CL-A, Epi-CL-B, Epi-CL-C, and Epi-CL-D. Patients with Epi-CL-B tumors showed significantly shorter disease-free survival and overall survival [log rank; P = 0.01; hazard ratio (HR) 3.89, 95% confidence interval (CI) 1.3-11.63 and P = 0.003; HR 5.29, 95% CI 1.55-18.18, respectively]. Significant gene expression and mutation differences among the TNBC epitypes suggested alternative pathway activation that could be used as ancillary therapeutic targets. These epigenetic subtypes showed complementarity with the recently described TNBC transcriptomic subtypes.

CONCLUSIONS: TNBC epigenetic subtypes exhibit significant clinical and molecular differences. The links between genetic make-up, gene expression programs, and epigenetic subtypes open new avenues in the development of laboratory tests to more efficiently stratify TNBC patients, helping optimize tailored treatment approaches.

Clinical Institute

Cancer

Department

Oncology

Recommended Citation

DiNome, Maggie L; Orozco, Javier I; Matsuba, Chikako; Manughian-Peter, Ayla O; Ensenyat-Mendez, Miquel; Chang, Shu-Ching; Jalas, John R; Salomon, Matthew P; and Marzese, Diego M, "Clinicopathological Features of Triple-Negative Breast Cancer Epigenetic Subtypes." (2019). Articles, Abstracts, and Reports. 1906.
https://digitalcommons.providence.org/publications/1906