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Gruosso T, Gigoux M, Bertos N, Manem VS, Zuo D, Saleg SM, Souleimanova M, Zhao H, Johnson RM, Monette A, Muñoz Ramos V, Hallett MT, Stagg J, Lapointe R, Omeroglu A, Meterissian S, Buisseret L, Van den Eyden G, Salgado R, Guiot MC, Haibe-Kains B, Park M. Abstract PD6-05: Distinct tumor microenvironments stratify triple negative breast cancer into immune subtypes. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-pd6-05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background:
Triple negative breast cancer (TNBC) are especially difficult to treat effectively. While only 20-30% of TNBC patients respond to chemotherapy in the neoadjuvant setting, overall outcome remains poor for non-responding patients. Engaging the immune system promises optimal personalized cancer therapy as mounting evidence suggests that immune-checkpoint inhibitor immunotherapies may become a therapeutic option for TNBC patients. The presence of CD8+ T cells, a crucial component of the cytotoxic arm of the adaptive immune response, is associated with good clinical outcome in TNBC patients. Specifically, it is the efficient CD8+ T cell invasion and infiltration in the tumor that is associated with good outcome. On the other hand, some tumors accumulate CD8+ T cells in the tumor-associated stroma with poor infiltration in the tumor epithelium. These patients show poor outcome. As CD8+ T cell infiltration in the tumor is a crucial step to mount an efficient anti-tumor response, we thus wondered how the tumor microenvironment affects CD8+ T cell invasion into the tumor epithelial compartment of the TNBC tumors.
Methods:
To identify potential stroma-dependent mechanisms that potentiate or inhibit CD8+ T cells invasion into the tumor epithelium, we coupled analysis of spatial patterns of CD8+ T cell localization by Immunohistochemistry (IHC) andperformed gene expression profiling of laser-capture microdissected tumor-associated stroma (as well as matched epithelium and bulk tumor) from 38 TNBC chemotherapy-naive primary cases. GSEA-based Metasignatures were derived from bulk tumor gene expression data from our cohort. To investigate the compartment of origin of the pathways identified via the Metasignatures, the (LCM)-derived tumor stromal and epithelial gene expression were analyzed.
Results:
CD8+ T cell quantification in different compartments of the tumor identify 3 main subgroups of TNBC based on CD8+ T cell localization. Importantly we developed a 2-step classification scheme based on CD8+ T cell localization. We developed metasignatures following our 2 steps classification and identified key bulk tumor metasignatures that showed prognostic value in an independent cohort. In addition the matched LCM gene expression from the tumor epithelium and stromal compartments allowed us to identify the compartment of origin.
Importantly, while 1 group of TNBC tumor was showing a significant anti-tumor response, the 2 other groups showed absence of such environment. The 2 non inflamed immune subtypes showed distinct phenotypes and biologies associated with poor anti-tumor response that we validated by immunohistochemistry and fluorescence. These results highlight different potential mecanisms that lead to immune evasion and allow us to stratify TNBC into immune subgroups.
Citation Format: Gruosso T, Gigoux M, Bertos N, Manem VS, Zuo D, Saleg SM, Souleimanova M, Zhao H, Johnson RM, Monette A, Muñoz Ramos V, Hallett MT, Stagg J, Lapointe R, Omeroglu A, Meterissian S, Buisseret L, Van den Eyden G, Salgado R, Guiot M-C, Haibe-Kains B, Park M. Distinct tumor microenvironments stratify triple negative breast cancer into immune subtypes [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr PD6-05.
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Affiliation(s)
- T Gruosso
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - M Gigoux
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - N Bertos
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - VS Manem
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - D Zuo
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - SM Saleg
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - M Souleimanova
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - H Zhao
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - RM Johnson
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - A Monette
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - V Muñoz Ramos
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - MT Hallett
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - J Stagg
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - R Lapointe
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - A Omeroglu
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - S Meterissian
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - L Buisseret
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - G Van den Eyden
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - R Salgado
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - M-C Guiot
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - B Haibe-Kains
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - M Park
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
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Gruosso T, Gigoux M, Bertos N, Zuo D, Manem V, Monette A, Lapointe R, Haibe-Kains B, Park M. Abstract P4-03-08: Mechanisms of CD8+ T cell immunosuppression in triple negative breast cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p4-03-08] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Triple negative breast cancer (TNBC), defined as tumors lacking expression of the estrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor 2 (HER2), are especially difficult to treat effectively. While ER+ and HER2+ breast cancer subtypes can be treated with Tamoxifen and Herceptin, respectively, there are no targeted therapies for TNBC patients. Furthermore, while only 20-30% of TNBC patients respond to chemotherapy in the neoadjuvant setting, overall outcome remains poor for non-responding patients. However, mounting evidence suggests that immune-checkpoint inhibitor immunotherapies may be especially promising for TNBC patients. We and others have shown that the presence of CD8+ T cells, a crucial component of the cytotoxic arm of the adaptive immune response, is a sign of good clinical outcome in TNBC patients. However, good outcome only correlates with CD8 +T cell invasion of the tumor parenchyma. Some patients had an accumulation of CD8+ T cells in the surrounding tumor-associated stroma, but not the tumor epithelia, and these patients responded as poorly as patients with no CD8 T cells at all. Yet how cancer associated fibroblasts (CAFs), the dominant cell type of the tumor-associated stroma, affects CD8+ T cell invasion into the tumor epithelia is still poorly understood. To identify potential stroma-dependent mechanisms which potentiate or inhibit CD8+ T cells invasion into the tumor epithelia, we performed gene expression profiling of laser-capture microdissected tumor-associated stroma (and matched epithelia) from 38 TNBC cases. Here we identify several stromal and epithelial canonical pathways as well as biomarkers that are associated with and may explain the accumulation of CD8 T cells outside of the tumor epithelia.
Citation Format: Gruosso T, Gigoux M, Bertos N, Zuo D, Manem V, Monette A, Lapointe R, Haibe-Kains B, Park M. Mechanisms of CD8+ T cell immunosuppression in triple negative breast cancer [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P4-03-08.
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Affiliation(s)
- T Gruosso
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - M Gigoux
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - N Bertos
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - D Zuo
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - V Manem
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - A Monette
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - R Lapointe
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - B Haibe-Kains
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - M Park
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
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