Identification of three subtypes of triple-negative breast cancer with potential therapeutic implications
Abstract Background Heterogeneity and lack of targeted therapies represent the two main impediments to precision treatment of triple-negative breast cancer (TNBC), and therefore, molecular subtyping and identification of therapeutic pathways are required to optimize medical care. The aim of the pres...
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doaj-c9a534fbdbec4c00829a348e951a53802021-04-02T12:02:25ZengBMCBreast Cancer Research1465-542X2019-05-0121111410.1186/s13058-019-1148-6Identification of three subtypes of triple-negative breast cancer with potential therapeutic implicationsPascal Jézéquel0Olivier Kerdraon1Hubert Hondermarck2Catherine Guérin-Charbonnel3Hamza Lasla4Wilfried Gouraud5Jean-Luc Canon6Andrea Gombos7Florence Dalenc8Suzette Delaloge9Jérôme Lemonnier10Delphine Loussouarn11Véronique Verrièle12Mario Campone13Département de Biopathologie, Unité Mixte de Génomique du Cancer, Institut de Cancérologie de l’Ouest – site René GauducheauLaboratoire d’Anatomie et Cytologie Pathologiques, Institut de Cancérologie de l’OuestSchool of Biomedical Sciences and Pharmacy, Hunter Medical Research Institute, University of NewcastleDépartement de Biopathologie, Unité Mixte de Génomique du Cancer, Institut de Cancérologie de l’Ouest – site René GauducheauUnité de Bioinfomique, Institut de Cancérologie de l’OuestDépartement de Biopathologie, Unité Mixte de Génomique du Cancer, Institut de Cancérologie de l’Ouest – site René GauducheauOncologie-Hématologie, Grand Hôpital de CharleroiOncologie Médicale, Institut Jules BordetOncologie Médicale, IUCT-OncopoleOncologie Médicale, Gustave RoussyUCBG, R&D UNICANCER, Fédération Nationale des Centres de Lutte Contre le CancerDépartment d’Anatomie et Cytologie Pathologiques, Centre Hospitalo-UniversitaireLaboratoire d’Anatomie et Cytologie Pathologiques, Institut de Cancérologie de l’OuestCRCINA, UMR 1232 INSERM, Université de Nantes, Université d’Angers, Institut de Recherche en Santé-Université de NantesAbstract Background Heterogeneity and lack of targeted therapies represent the two main impediments to precision treatment of triple-negative breast cancer (TNBC), and therefore, molecular subtyping and identification of therapeutic pathways are required to optimize medical care. The aim of the present study was to define robust TNBC subtypes with clinical relevance. Methods Gene expression profiling by means of DNA chips was conducted in an internal TNBC cohort composed of 238 patients. In addition, external data (n = 257), obtained by using the same DNA chip, were used for validation. Fuzzy clustering was followed by functional annotation of the clusters. Immunohistochemistry was used to confirm transcriptomics results: CD138 and CD20 were used to test for plasma cell and B lymphocyte infiltrations, respectively; MECA79 and CD31 for tertiary lymphoid structures; and UCHL1/PGP9.5 and S100 for neurogenesis. Results We identified three molecular clusters within TNBC: one molecular apocrine (C1) and two basal-like-enriched (C2 and C3). C2 presented pro-tumorigenic immune response (immune suppressive), high neurogenesis (nerve infiltration), and high biological aggressiveness. In contrast, C3 exhibited adaptive immune response associated with complete B cell differentiation that occurs in tertiary lymphoid structures, and immune checkpoint upregulation. External cohort subtyping by means of the same approach proved the robustness of these results. Furthermore, plasma cell and B lymphocyte infiltrates, tertiary lymphoid structures, and neurogenesis were validated at the protein levels by means of histological evaluation and immunohistochemistry. Conclusion Our work showed that TNBC can be subcategorized in three different subtypes characterized by marked biological features, some of which could be targeted by specific therapies.http://link.springer.com/article/10.1186/s13058-019-1148-6Breast cancerTriple-negativeTranscriptomicsMolecular subtypesImmunomeTertiary lymphoid structures |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Pascal Jézéquel Olivier Kerdraon Hubert Hondermarck Catherine Guérin-Charbonnel Hamza Lasla Wilfried Gouraud Jean-Luc Canon Andrea Gombos Florence Dalenc Suzette Delaloge Jérôme Lemonnier Delphine Loussouarn Véronique Verrièle Mario Campone |
spellingShingle |
Pascal Jézéquel Olivier Kerdraon Hubert Hondermarck Catherine Guérin-Charbonnel Hamza Lasla Wilfried Gouraud Jean-Luc Canon Andrea Gombos Florence Dalenc Suzette Delaloge Jérôme Lemonnier Delphine Loussouarn Véronique Verrièle Mario Campone Identification of three subtypes of triple-negative breast cancer with potential therapeutic implications Breast Cancer Research Breast cancer Triple-negative Transcriptomics Molecular subtypes Immunome Tertiary lymphoid structures |
author_facet |
Pascal Jézéquel Olivier Kerdraon Hubert Hondermarck Catherine Guérin-Charbonnel Hamza Lasla Wilfried Gouraud Jean-Luc Canon Andrea Gombos Florence Dalenc Suzette Delaloge Jérôme Lemonnier Delphine Loussouarn Véronique Verrièle Mario Campone |
author_sort |
Pascal Jézéquel |
title |
Identification of three subtypes of triple-negative breast cancer with potential therapeutic implications |
title_short |
Identification of three subtypes of triple-negative breast cancer with potential therapeutic implications |
title_full |
Identification of three subtypes of triple-negative breast cancer with potential therapeutic implications |
title_fullStr |
Identification of three subtypes of triple-negative breast cancer with potential therapeutic implications |
title_full_unstemmed |
Identification of three subtypes of triple-negative breast cancer with potential therapeutic implications |
title_sort |
identification of three subtypes of triple-negative breast cancer with potential therapeutic implications |
publisher |
BMC |
series |
Breast Cancer Research |
issn |
1465-542X |
publishDate |
2019-05-01 |
description |
Abstract Background Heterogeneity and lack of targeted therapies represent the two main impediments to precision treatment of triple-negative breast cancer (TNBC), and therefore, molecular subtyping and identification of therapeutic pathways are required to optimize medical care. The aim of the present study was to define robust TNBC subtypes with clinical relevance. Methods Gene expression profiling by means of DNA chips was conducted in an internal TNBC cohort composed of 238 patients. In addition, external data (n = 257), obtained by using the same DNA chip, were used for validation. Fuzzy clustering was followed by functional annotation of the clusters. Immunohistochemistry was used to confirm transcriptomics results: CD138 and CD20 were used to test for plasma cell and B lymphocyte infiltrations, respectively; MECA79 and CD31 for tertiary lymphoid structures; and UCHL1/PGP9.5 and S100 for neurogenesis. Results We identified three molecular clusters within TNBC: one molecular apocrine (C1) and two basal-like-enriched (C2 and C3). C2 presented pro-tumorigenic immune response (immune suppressive), high neurogenesis (nerve infiltration), and high biological aggressiveness. In contrast, C3 exhibited adaptive immune response associated with complete B cell differentiation that occurs in tertiary lymphoid structures, and immune checkpoint upregulation. External cohort subtyping by means of the same approach proved the robustness of these results. Furthermore, plasma cell and B lymphocyte infiltrates, tertiary lymphoid structures, and neurogenesis were validated at the protein levels by means of histological evaluation and immunohistochemistry. Conclusion Our work showed that TNBC can be subcategorized in three different subtypes characterized by marked biological features, some of which could be targeted by specific therapies. |
topic |
Breast cancer Triple-negative Transcriptomics Molecular subtypes Immunome Tertiary lymphoid structures |
url |
http://link.springer.com/article/10.1186/s13058-019-1148-6 |
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