Tumor mutational burden is a determinant of immune-mediated survival in breast cancer

Mounting evidence supports a role for the immune system in breast cancer outcomes. The ability to distinguish highly immunogenic tumors susceptible to anti-tumor immunity from weakly immunogenic or inherently immune-resistant tumors would guide development of therapeutic strategies in breast cancer....

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Main Authors: Alexandra Thomas, Eric D. Routh, Ashok Pullikuth, Guangxu Jin, Jing Su, Jeff W. Chou, Katherine A. Hoadley, Cristin Print, Nick Knowlton, Michael A. Black, Sandra Demaria, Ena Wang, Davide Bedognetti, Wendell D. Jones, Gaurav A. Mehta, Michael L. Gatza, Charles M. Perou, David B. Page, Pierre Triozzi, Lance D. Miller
Format: Article
Language:English
Published: Taylor & Francis Group 2018-10-01
Series:OncoImmunology
Subjects:
Online Access:http://dx.doi.org/10.1080/2162402X.2018.1490854
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spelling doaj-5c1e86749b8f4e34bf035b1f784d1f982020-11-25T02:50:48ZengTaylor & Francis GroupOncoImmunology2162-402X2018-10-0171010.1080/2162402X.2018.14908541490854Tumor mutational burden is a determinant of immune-mediated survival in breast cancerAlexandra Thomas0Eric D. Routh1Ashok Pullikuth2Guangxu Jin3Jing Su4Jeff W. Chou5Katherine A. Hoadley6Cristin Print7Nick Knowlton8Michael A. Black9Sandra Demaria10Ena Wang11Davide Bedognetti12Wendell D. Jones13Gaurav A. Mehta14Michael L. Gatza15Charles M. Perou16David B. Page17Pierre Triozzi18Lance D. Miller19Wake Forest Baptist Medical CenterWake Forest School of MedicineWake Forest School of MedicineWake Forest Comprehensive Cancer CenterWake Forest School of Medicine, Medical Center BoulevardWake Forest Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillThe University of AucklandThe University of AucklandSchool of Biomedical Sciences, University of OtagoWeill Cornell Medical CollegeSidra Medical and Research CenterSidra Medical and Research CenterEA Genomics, Division of Q SolutionsRutgers Cancer Institute of New JerseyRutgers Cancer Institute of New JerseyUniversity of North Carolina at Chapel HillProvidence Cancer Center, Earle A. Chiles Research InstituteWake Forest Baptist Medical CenterWake Forest Comprehensive Cancer CenterMounting evidence supports a role for the immune system in breast cancer outcomes. The ability to distinguish highly immunogenic tumors susceptible to anti-tumor immunity from weakly immunogenic or inherently immune-resistant tumors would guide development of therapeutic strategies in breast cancer. Genomic, transcriptomic and clinical data from The Cancer Genome Atlas (TCGA) and Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) breast cancer cohorts were used to examine statistical associations between tumor mutational burden (TMB) and the survival of patients whose tumors were assigned to previously-described prognostic immune subclasses reflecting favorable, weak or poor immune-infiltrate dispositions (FID, WID or PID, respectively). Tumor immune subclasses were associated with survival in patients with high TMB (TMB-Hi, P < 0.001) but not in those with low TMB (TMB-Lo, P = 0.44). This statistical relationship was confirmed in the METABRIC cohort (TMB-Hi, P = 0.047; TMB-Lo, P = 0.39), and also found to hold true in the more-indolent Luminal A tumor subtype (TMB-Hi, P = 0.011; TMB-Lo, P = 0.91). In TMB-Hi tumors, the FID subclass was associated with prolonged survival independent of tumor stage, molecular subtype, age and treatment. Copy number analysis revealed the reproducible, preferential amplification of chromosome 1q immune-regulatory genes in the PID immune subclass. These findings demonstrate a previously unappreciated role for TMB as a determinant of immune-mediated survival of breast cancer patients and identify candidate immune-regulatory mechanisms associated with immunologically cold tumors. Immune subtyping of breast cancers may offer opportunities for therapeutic stratification.http://dx.doi.org/10.1080/2162402X.2018.1490854breast cancermutational burdenimmune subtypesprognosissurvival
collection DOAJ
language English
format Article
sources DOAJ
author Alexandra Thomas
Eric D. Routh
Ashok Pullikuth
Guangxu Jin
Jing Su
Jeff W. Chou
Katherine A. Hoadley
Cristin Print
Nick Knowlton
Michael A. Black
Sandra Demaria
Ena Wang
Davide Bedognetti
Wendell D. Jones
Gaurav A. Mehta
Michael L. Gatza
Charles M. Perou
David B. Page
Pierre Triozzi
Lance D. Miller
spellingShingle Alexandra Thomas
Eric D. Routh
Ashok Pullikuth
Guangxu Jin
Jing Su
Jeff W. Chou
Katherine A. Hoadley
Cristin Print
Nick Knowlton
Michael A. Black
Sandra Demaria
Ena Wang
Davide Bedognetti
Wendell D. Jones
Gaurav A. Mehta
Michael L. Gatza
Charles M. Perou
David B. Page
Pierre Triozzi
Lance D. Miller
Tumor mutational burden is a determinant of immune-mediated survival in breast cancer
OncoImmunology
breast cancer
mutational burden
immune subtypes
prognosis
survival
author_facet Alexandra Thomas
Eric D. Routh
Ashok Pullikuth
Guangxu Jin
Jing Su
Jeff W. Chou
Katherine A. Hoadley
Cristin Print
Nick Knowlton
Michael A. Black
Sandra Demaria
Ena Wang
Davide Bedognetti
Wendell D. Jones
Gaurav A. Mehta
Michael L. Gatza
Charles M. Perou
David B. Page
Pierre Triozzi
Lance D. Miller
author_sort Alexandra Thomas
title Tumor mutational burden is a determinant of immune-mediated survival in breast cancer
title_short Tumor mutational burden is a determinant of immune-mediated survival in breast cancer
title_full Tumor mutational burden is a determinant of immune-mediated survival in breast cancer
title_fullStr Tumor mutational burden is a determinant of immune-mediated survival in breast cancer
title_full_unstemmed Tumor mutational burden is a determinant of immune-mediated survival in breast cancer
title_sort tumor mutational burden is a determinant of immune-mediated survival in breast cancer
publisher Taylor & Francis Group
series OncoImmunology
issn 2162-402X
publishDate 2018-10-01
description Mounting evidence supports a role for the immune system in breast cancer outcomes. The ability to distinguish highly immunogenic tumors susceptible to anti-tumor immunity from weakly immunogenic or inherently immune-resistant tumors would guide development of therapeutic strategies in breast cancer. Genomic, transcriptomic and clinical data from The Cancer Genome Atlas (TCGA) and Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) breast cancer cohorts were used to examine statistical associations between tumor mutational burden (TMB) and the survival of patients whose tumors were assigned to previously-described prognostic immune subclasses reflecting favorable, weak or poor immune-infiltrate dispositions (FID, WID or PID, respectively). Tumor immune subclasses were associated with survival in patients with high TMB (TMB-Hi, P < 0.001) but not in those with low TMB (TMB-Lo, P = 0.44). This statistical relationship was confirmed in the METABRIC cohort (TMB-Hi, P = 0.047; TMB-Lo, P = 0.39), and also found to hold true in the more-indolent Luminal A tumor subtype (TMB-Hi, P = 0.011; TMB-Lo, P = 0.91). In TMB-Hi tumors, the FID subclass was associated with prolonged survival independent of tumor stage, molecular subtype, age and treatment. Copy number analysis revealed the reproducible, preferential amplification of chromosome 1q immune-regulatory genes in the PID immune subclass. These findings demonstrate a previously unappreciated role for TMB as a determinant of immune-mediated survival of breast cancer patients and identify candidate immune-regulatory mechanisms associated with immunologically cold tumors. Immune subtyping of breast cancers may offer opportunities for therapeutic stratification.
topic breast cancer
mutational burden
immune subtypes
prognosis
survival
url http://dx.doi.org/10.1080/2162402X.2018.1490854
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