Transcription Factor Networks derived from Breast Cancer Stem Cells control the immune response in the Basal subtype

Abstract Breast cancer is the most common cancer in women worldwide and metastatic dissemination is the principal factor related to death by this disease. Breast cancer stem cells (bCSC) are thought to be responsible for metastasis and chemoresistance. In this study, based on whole transcriptome ana...

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Main Authors: W. A. da Silveira, P. V. B. Palma, R. D. Sicchieri, R. A. R. Villacis, L. R. M. Mandarano, T. M. G. Oliveira, H. M. R. Antonio, J. M. Andrade, V. F. Muglia, S. R. Rogatto, C. Theillet, S. du Manoir, D. G. Tiezzi
Format: Article
Language:English
Published: Nature Publishing Group 2017-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-02761-6
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spelling doaj-0719ec218d9b4cb0a91c0d2eacbe4d9f2020-12-08T01:37:53ZengNature Publishing GroupScientific Reports2045-23222017-06-017111310.1038/s41598-017-02761-6Transcription Factor Networks derived from Breast Cancer Stem Cells control the immune response in the Basal subtypeW. A. da Silveira0P. V. B. Palma1R. D. Sicchieri2R. A. R. Villacis3L. R. M. Mandarano4T. M. G. Oliveira5H. M. R. Antonio6J. M. Andrade7V. F. Muglia8S. R. Rogatto9C. Theillet10S. du Manoir11D. G. Tiezzi12Ribeirão Preto Medical School, University of São PauloNational Institute of Science and Technology in Stem Cell and Cell Therapy, Center for Cell Therapy and Regional Blood CenterRibeirão Preto Medical School, University of São PauloDepartment of Genetics and Morphology, Institute of Biological Sciences, University of Brasília - UnBRibeirão Preto Medical School, University of São PauloRibeirão Preto Medical School, University of São PauloRibeirão Preto Medical School, University of São PauloRibeirão Preto Medical School, University of São PauloRibeirão Preto Medical School, University of São PauloDepartment of Clinical Genetics, Vejle Sygehus, Vejle, and Institute of Regional Health, University of SouthernINSERM U1194, 34298 Montpellier cedex 5INSERM U1194, 34298 Montpellier cedex 5Ribeirão Preto Medical School, University of São PauloAbstract Breast cancer is the most common cancer in women worldwide and metastatic dissemination is the principal factor related to death by this disease. Breast cancer stem cells (bCSC) are thought to be responsible for metastasis and chemoresistance. In this study, based on whole transcriptome analysis from putative bCSC and reverse engineering of transcription control networks, we identified two networks associated with this phenotype. One controlled by SNAI2, TWIST1, BNC2, PRRX1 and TBX5 drives a mesenchymal or CSC-like phenotype. The second network is controlled by the SCML4, ZNF831, SP140 and IKZF3 transcription factors which correspond to immune response modulators. Immune response network expression is correlated with pathological response to chemotherapy, and in the Basal subtype is related to better recurrence-free survival. In patient-derived xenografts, the expression of these networks in patient tumours is predictive of engraftment success. Our findings point out a potential molecular mechanism underlying the balance between immune surveillance and EMT activation in breast cancer. This molecular mechanism may be useful to the development of new target therapies.https://doi.org/10.1038/s41598-017-02761-6
collection DOAJ
language English
format Article
sources DOAJ
author W. A. da Silveira
P. V. B. Palma
R. D. Sicchieri
R. A. R. Villacis
L. R. M. Mandarano
T. M. G. Oliveira
H. M. R. Antonio
J. M. Andrade
V. F. Muglia
S. R. Rogatto
C. Theillet
S. du Manoir
D. G. Tiezzi
spellingShingle W. A. da Silveira
P. V. B. Palma
R. D. Sicchieri
R. A. R. Villacis
L. R. M. Mandarano
T. M. G. Oliveira
H. M. R. Antonio
J. M. Andrade
V. F. Muglia
S. R. Rogatto
C. Theillet
S. du Manoir
D. G. Tiezzi
Transcription Factor Networks derived from Breast Cancer Stem Cells control the immune response in the Basal subtype
Scientific Reports
author_facet W. A. da Silveira
P. V. B. Palma
R. D. Sicchieri
R. A. R. Villacis
L. R. M. Mandarano
T. M. G. Oliveira
H. M. R. Antonio
J. M. Andrade
V. F. Muglia
S. R. Rogatto
C. Theillet
S. du Manoir
D. G. Tiezzi
author_sort W. A. da Silveira
title Transcription Factor Networks derived from Breast Cancer Stem Cells control the immune response in the Basal subtype
title_short Transcription Factor Networks derived from Breast Cancer Stem Cells control the immune response in the Basal subtype
title_full Transcription Factor Networks derived from Breast Cancer Stem Cells control the immune response in the Basal subtype
title_fullStr Transcription Factor Networks derived from Breast Cancer Stem Cells control the immune response in the Basal subtype
title_full_unstemmed Transcription Factor Networks derived from Breast Cancer Stem Cells control the immune response in the Basal subtype
title_sort transcription factor networks derived from breast cancer stem cells control the immune response in the basal subtype
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-06-01
description Abstract Breast cancer is the most common cancer in women worldwide and metastatic dissemination is the principal factor related to death by this disease. Breast cancer stem cells (bCSC) are thought to be responsible for metastasis and chemoresistance. In this study, based on whole transcriptome analysis from putative bCSC and reverse engineering of transcription control networks, we identified two networks associated with this phenotype. One controlled by SNAI2, TWIST1, BNC2, PRRX1 and TBX5 drives a mesenchymal or CSC-like phenotype. The second network is controlled by the SCML4, ZNF831, SP140 and IKZF3 transcription factors which correspond to immune response modulators. Immune response network expression is correlated with pathological response to chemotherapy, and in the Basal subtype is related to better recurrence-free survival. In patient-derived xenografts, the expression of these networks in patient tumours is predictive of engraftment success. Our findings point out a potential molecular mechanism underlying the balance between immune surveillance and EMT activation in breast cancer. This molecular mechanism may be useful to the development of new target therapies.
url https://doi.org/10.1038/s41598-017-02761-6
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