Cargando…

Integration of genomic, transcriptomic and proteomic data identifies two biologically distinct subtypes of invasive lobular breast cancer

Invasive lobular carcinoma (ILC) is the second most frequently occurring histological breast cancer subtype after invasive ductal carcinoma (IDC), accounting for around 10% of all breast cancers. The molecular processes that drive the development of ILC are still largely unknown. We have performed a...

Descripción completa

Detalles Bibliográficos
Autores principales: Michaut, Magali, Chin, Suet-Feung, Majewski, Ian, Severson, Tesa M., Bismeijer, Tycho, de Koning, Leanne, Peeters, Justine K., Schouten, Philip C., Rueda, Oscar M., Bosma, Astrid J., Tarrant, Finbarr, Fan, Yue, He, Beilei, Xue, Zheng, Mittempergher, Lorenza, Kluin, Roelof J.C., Heijmans, Jeroen, Snel, Mireille, Pereira, Bernard, Schlicker, Andreas, Provenzano, Elena, Ali, Hamid Raza, Gaber, Alexander, O’Hurley, Gillian, Lehn, Sophie, Muris, Jettie J.F., Wesseling, Jelle, Kay, Elaine, Sammut, Stephen John, Bardwell, Helen A., Barbet, Aurélie S., Bard, Floriane, Lecerf, Caroline, O’Connor, Darran P., Vis, Daniël J., Benes, Cyril H., McDermott, Ultan, Garnett, Mathew J., Simon, Iris M., Jirström, Karin, Dubois, Thierry, Linn, Sabine C., Gallagher, William M., Wessels, Lodewyk F.A., Caldas, Carlos, Bernards, Rene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4700448/
https://www.ncbi.nlm.nih.gov/pubmed/26729235
http://dx.doi.org/10.1038/srep18517
_version_ 1782408320905117696
author Michaut, Magali
Chin, Suet-Feung
Majewski, Ian
Severson, Tesa M.
Bismeijer, Tycho
de Koning, Leanne
Peeters, Justine K.
Schouten, Philip C.
Rueda, Oscar M.
Bosma, Astrid J.
Tarrant, Finbarr
Fan, Yue
He, Beilei
Xue, Zheng
Mittempergher, Lorenza
Kluin, Roelof J.C.
Heijmans, Jeroen
Snel, Mireille
Pereira, Bernard
Schlicker, Andreas
Provenzano, Elena
Ali, Hamid Raza
Gaber, Alexander
O’Hurley, Gillian
Lehn, Sophie
Muris, Jettie J.F.
Wesseling, Jelle
Kay, Elaine
Sammut, Stephen John
Bardwell, Helen A.
Barbet, Aurélie S.
Bard, Floriane
Lecerf, Caroline
O’Connor, Darran P.
Vis, Daniël J.
Benes, Cyril H.
McDermott, Ultan
Garnett, Mathew J.
Simon, Iris M.
Jirström, Karin
Dubois, Thierry
Linn, Sabine C.
Gallagher, William M.
Wessels, Lodewyk F.A.
Caldas, Carlos
Bernards, Rene
author_facet Michaut, Magali
Chin, Suet-Feung
Majewski, Ian
Severson, Tesa M.
Bismeijer, Tycho
de Koning, Leanne
Peeters, Justine K.
Schouten, Philip C.
Rueda, Oscar M.
Bosma, Astrid J.
Tarrant, Finbarr
Fan, Yue
He, Beilei
Xue, Zheng
Mittempergher, Lorenza
Kluin, Roelof J.C.
Heijmans, Jeroen
Snel, Mireille
Pereira, Bernard
Schlicker, Andreas
Provenzano, Elena
Ali, Hamid Raza
Gaber, Alexander
O’Hurley, Gillian
Lehn, Sophie
Muris, Jettie J.F.
Wesseling, Jelle
Kay, Elaine
Sammut, Stephen John
Bardwell, Helen A.
Barbet, Aurélie S.
Bard, Floriane
Lecerf, Caroline
O’Connor, Darran P.
Vis, Daniël J.
Benes, Cyril H.
McDermott, Ultan
Garnett, Mathew J.
Simon, Iris M.
Jirström, Karin
Dubois, Thierry
Linn, Sabine C.
Gallagher, William M.
Wessels, Lodewyk F.A.
Caldas, Carlos
Bernards, Rene
author_sort Michaut, Magali
collection PubMed
description Invasive lobular carcinoma (ILC) is the second most frequently occurring histological breast cancer subtype after invasive ductal carcinoma (IDC), accounting for around 10% of all breast cancers. The molecular processes that drive the development of ILC are still largely unknown. We have performed a comprehensive genomic, transcriptomic and proteomic analysis of a large ILC patient cohort and present here an integrated molecular portrait of ILC. Mutations in CDH1 and in the PI3K pathway are the most frequent molecular alterations in ILC. We identified two main subtypes of ILCs: (i) an immune related subtype with mRNA up-regulation of PD-L1, PD-1 and CTLA-4 and greater sensitivity to DNA-damaging agents in representative cell line models; (ii) a hormone related subtype, associated with Epithelial to Mesenchymal Transition (EMT), and gain of chromosomes 1q and 8q and loss of chromosome 11q. Using the somatic mutation rate and eIF4B protein level, we identified three groups with different clinical outcomes, including a group with extremely good prognosis. We provide a comprehensive overview of the molecular alterations driving ILC and have explored links with therapy response. This molecular characterization may help to tailor treatment of ILC through the application of specific targeted, chemo- and/or immune-therapies.
format Online
Article
Text
id pubmed-4700448
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-47004482016-01-13 Integration of genomic, transcriptomic and proteomic data identifies two biologically distinct subtypes of invasive lobular breast cancer Michaut, Magali Chin, Suet-Feung Majewski, Ian Severson, Tesa M. Bismeijer, Tycho de Koning, Leanne Peeters, Justine K. Schouten, Philip C. Rueda, Oscar M. Bosma, Astrid J. Tarrant, Finbarr Fan, Yue He, Beilei Xue, Zheng Mittempergher, Lorenza Kluin, Roelof J.C. Heijmans, Jeroen Snel, Mireille Pereira, Bernard Schlicker, Andreas Provenzano, Elena Ali, Hamid Raza Gaber, Alexander O’Hurley, Gillian Lehn, Sophie Muris, Jettie J.F. Wesseling, Jelle Kay, Elaine Sammut, Stephen John Bardwell, Helen A. Barbet, Aurélie S. Bard, Floriane Lecerf, Caroline O’Connor, Darran P. Vis, Daniël J. Benes, Cyril H. McDermott, Ultan Garnett, Mathew J. Simon, Iris M. Jirström, Karin Dubois, Thierry Linn, Sabine C. Gallagher, William M. Wessels, Lodewyk F.A. Caldas, Carlos Bernards, Rene Sci Rep Article Invasive lobular carcinoma (ILC) is the second most frequently occurring histological breast cancer subtype after invasive ductal carcinoma (IDC), accounting for around 10% of all breast cancers. The molecular processes that drive the development of ILC are still largely unknown. We have performed a comprehensive genomic, transcriptomic and proteomic analysis of a large ILC patient cohort and present here an integrated molecular portrait of ILC. Mutations in CDH1 and in the PI3K pathway are the most frequent molecular alterations in ILC. We identified two main subtypes of ILCs: (i) an immune related subtype with mRNA up-regulation of PD-L1, PD-1 and CTLA-4 and greater sensitivity to DNA-damaging agents in representative cell line models; (ii) a hormone related subtype, associated with Epithelial to Mesenchymal Transition (EMT), and gain of chromosomes 1q and 8q and loss of chromosome 11q. Using the somatic mutation rate and eIF4B protein level, we identified three groups with different clinical outcomes, including a group with extremely good prognosis. We provide a comprehensive overview of the molecular alterations driving ILC and have explored links with therapy response. This molecular characterization may help to tailor treatment of ILC through the application of specific targeted, chemo- and/or immune-therapies. Nature Publishing Group 2016-01-05 /pmc/articles/PMC4700448/ /pubmed/26729235 http://dx.doi.org/10.1038/srep18517 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Michaut, Magali
Chin, Suet-Feung
Majewski, Ian
Severson, Tesa M.
Bismeijer, Tycho
de Koning, Leanne
Peeters, Justine K.
Schouten, Philip C.
Rueda, Oscar M.
Bosma, Astrid J.
Tarrant, Finbarr
Fan, Yue
He, Beilei
Xue, Zheng
Mittempergher, Lorenza
Kluin, Roelof J.C.
Heijmans, Jeroen
Snel, Mireille
Pereira, Bernard
Schlicker, Andreas
Provenzano, Elena
Ali, Hamid Raza
Gaber, Alexander
O’Hurley, Gillian
Lehn, Sophie
Muris, Jettie J.F.
Wesseling, Jelle
Kay, Elaine
Sammut, Stephen John
Bardwell, Helen A.
Barbet, Aurélie S.
Bard, Floriane
Lecerf, Caroline
O’Connor, Darran P.
Vis, Daniël J.
Benes, Cyril H.
McDermott, Ultan
Garnett, Mathew J.
Simon, Iris M.
Jirström, Karin
Dubois, Thierry
Linn, Sabine C.
Gallagher, William M.
Wessels, Lodewyk F.A.
Caldas, Carlos
Bernards, Rene
Integration of genomic, transcriptomic and proteomic data identifies two biologically distinct subtypes of invasive lobular breast cancer
title Integration of genomic, transcriptomic and proteomic data identifies two biologically distinct subtypes of invasive lobular breast cancer
title_full Integration of genomic, transcriptomic and proteomic data identifies two biologically distinct subtypes of invasive lobular breast cancer
title_fullStr Integration of genomic, transcriptomic and proteomic data identifies two biologically distinct subtypes of invasive lobular breast cancer
title_full_unstemmed Integration of genomic, transcriptomic and proteomic data identifies two biologically distinct subtypes of invasive lobular breast cancer
title_short Integration of genomic, transcriptomic and proteomic data identifies two biologically distinct subtypes of invasive lobular breast cancer
title_sort integration of genomic, transcriptomic and proteomic data identifies two biologically distinct subtypes of invasive lobular breast cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4700448/
https://www.ncbi.nlm.nih.gov/pubmed/26729235
http://dx.doi.org/10.1038/srep18517
work_keys_str_mv AT michautmagali integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT chinsuetfeung integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT majewskiian integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT seversontesam integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT bismeijertycho integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT dekoningleanne integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT peetersjustinek integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT schoutenphilipc integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT ruedaoscarm integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT bosmaastridj integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT tarrantfinbarr integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT fanyue integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT hebeilei integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT xuezheng integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT mittempergherlorenza integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT kluinroelofjc integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT heijmansjeroen integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT snelmireille integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT pereirabernard integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT schlickerandreas integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT provenzanoelena integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT alihamidraza integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT gaberalexander integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT ohurleygillian integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT lehnsophie integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT murisjettiejf integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT wesselingjelle integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT kayelaine integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT sammutstephenjohn integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT bardwellhelena integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT barbetaurelies integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT bardfloriane integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT lecerfcaroline integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT oconnordarranp integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT visdanielj integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT benescyrilh integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT mcdermottultan integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT garnettmathewj integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT simonirism integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT jirstromkarin integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT duboisthierry integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT linnsabinec integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT gallagherwilliamm integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT wesselslodewykfa integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT caldascarlos integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer
AT bernardsrene integrationofgenomictranscriptomicandproteomicdataidentifiestwobiologicallydistinctsubtypesofinvasivelobularbreastcancer