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Claudin-low-like mouse mammary tumors show distinct transcriptomic patterns uncoupled from genomic drivers

BACKGROUND: Claudin-low breast cancer is a molecular subtype associated with poor prognosis and without targeted treatment options. The claudin-low subtype is defined by certain biological characteristics, some of which may be clinically actionable, such as high immunogenicity. In mice, the medroxyp...

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Autores principales: Fougner, Christian, Bergholtz, Helga, Kuiper, Raoul, Norum, Jens Henrik, Sørlie, Therese
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6670237/
https://www.ncbi.nlm.nih.gov/pubmed/31366361
http://dx.doi.org/10.1186/s13058-019-1170-8
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author Fougner, Christian
Bergholtz, Helga
Kuiper, Raoul
Norum, Jens Henrik
Sørlie, Therese
author_facet Fougner, Christian
Bergholtz, Helga
Kuiper, Raoul
Norum, Jens Henrik
Sørlie, Therese
author_sort Fougner, Christian
collection PubMed
description BACKGROUND: Claudin-low breast cancer is a molecular subtype associated with poor prognosis and without targeted treatment options. The claudin-low subtype is defined by certain biological characteristics, some of which may be clinically actionable, such as high immunogenicity. In mice, the medroxyprogesterone acetate (MPA) and 7,12-dimethylbenzanthracene (DMBA)-induced mammary tumor model yields a heterogeneous set of tumors, a subset of which display claudin-low features. Neither the genomic characteristics of MPA/DMBA-induced claudin-low tumors nor those of human claudin-low breast tumors have been thoroughly explored. METHODS: The transcriptomic characteristics and subtypes of MPA/DMBA-induced mouse mammary tumors were determined using gene expression microarrays. Somatic mutations and copy number aberrations in MPA/DMBA-induced tumors were identified from whole exome sequencing data. A publicly available dataset was queried to explore the genomic characteristics of human claudin-low breast cancer and to validate findings in the murine tumors. RESULTS: Half of MPA/DMBA-induced tumors showed a claudin-low-like subtype. All tumors carried mutations in known driver genes. While the specific genes carrying mutations varied between tumors, there was a consistent mutational signature with an overweight of T>A transversions in TG dinucleotides. Most tumors carried copy number aberrations with a potential oncogenic driver effect. Overall, several genomic events were observed recurrently; however, none accurately delineated claudin-low-like tumors. Human claudin-low breast cancers carried a distinct set of genomic characteristics, in particular a relatively low burden of mutations and copy number aberrations. The gene expression characteristics of claudin-low-like MPA/DMBA-induced tumors accurately reflected those of human claudin-low tumors, including epithelial-mesenchymal transition phenotype, high level of immune activation, and low degree of differentiation. There was an elevated expression of the immunosuppressive genes PTGS2 (encoding COX-2) and CD274 (encoding PD-L1) in human and murine claudin-low tumors. CONCLUSIONS: Our findings show that the claudin-low breast cancer subtype is not demarcated by specific genomic aberrations, but carries potentially targetable characteristics warranting further research. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13058-019-1170-8) contains supplementary material, which is available to authorized users.
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spelling pubmed-66702372019-08-06 Claudin-low-like mouse mammary tumors show distinct transcriptomic patterns uncoupled from genomic drivers Fougner, Christian Bergholtz, Helga Kuiper, Raoul Norum, Jens Henrik Sørlie, Therese Breast Cancer Res Research Article BACKGROUND: Claudin-low breast cancer is a molecular subtype associated with poor prognosis and without targeted treatment options. The claudin-low subtype is defined by certain biological characteristics, some of which may be clinically actionable, such as high immunogenicity. In mice, the medroxyprogesterone acetate (MPA) and 7,12-dimethylbenzanthracene (DMBA)-induced mammary tumor model yields a heterogeneous set of tumors, a subset of which display claudin-low features. Neither the genomic characteristics of MPA/DMBA-induced claudin-low tumors nor those of human claudin-low breast tumors have been thoroughly explored. METHODS: The transcriptomic characteristics and subtypes of MPA/DMBA-induced mouse mammary tumors were determined using gene expression microarrays. Somatic mutations and copy number aberrations in MPA/DMBA-induced tumors were identified from whole exome sequencing data. A publicly available dataset was queried to explore the genomic characteristics of human claudin-low breast cancer and to validate findings in the murine tumors. RESULTS: Half of MPA/DMBA-induced tumors showed a claudin-low-like subtype. All tumors carried mutations in known driver genes. While the specific genes carrying mutations varied between tumors, there was a consistent mutational signature with an overweight of T>A transversions in TG dinucleotides. Most tumors carried copy number aberrations with a potential oncogenic driver effect. Overall, several genomic events were observed recurrently; however, none accurately delineated claudin-low-like tumors. Human claudin-low breast cancers carried a distinct set of genomic characteristics, in particular a relatively low burden of mutations and copy number aberrations. The gene expression characteristics of claudin-low-like MPA/DMBA-induced tumors accurately reflected those of human claudin-low tumors, including epithelial-mesenchymal transition phenotype, high level of immune activation, and low degree of differentiation. There was an elevated expression of the immunosuppressive genes PTGS2 (encoding COX-2) and CD274 (encoding PD-L1) in human and murine claudin-low tumors. CONCLUSIONS: Our findings show that the claudin-low breast cancer subtype is not demarcated by specific genomic aberrations, but carries potentially targetable characteristics warranting further research. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13058-019-1170-8) contains supplementary material, which is available to authorized users. BioMed Central 2019-07-31 2019 /pmc/articles/PMC6670237/ /pubmed/31366361 http://dx.doi.org/10.1186/s13058-019-1170-8 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Fougner, Christian
Bergholtz, Helga
Kuiper, Raoul
Norum, Jens Henrik
Sørlie, Therese
Claudin-low-like mouse mammary tumors show distinct transcriptomic patterns uncoupled from genomic drivers
title Claudin-low-like mouse mammary tumors show distinct transcriptomic patterns uncoupled from genomic drivers
title_full Claudin-low-like mouse mammary tumors show distinct transcriptomic patterns uncoupled from genomic drivers
title_fullStr Claudin-low-like mouse mammary tumors show distinct transcriptomic patterns uncoupled from genomic drivers
title_full_unstemmed Claudin-low-like mouse mammary tumors show distinct transcriptomic patterns uncoupled from genomic drivers
title_short Claudin-low-like mouse mammary tumors show distinct transcriptomic patterns uncoupled from genomic drivers
title_sort claudin-low-like mouse mammary tumors show distinct transcriptomic patterns uncoupled from genomic drivers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6670237/
https://www.ncbi.nlm.nih.gov/pubmed/31366361
http://dx.doi.org/10.1186/s13058-019-1170-8
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