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

Magali Michaut(The Netherlands Cancer Institute), Suet‐Feung Chin(University of Cambridge), Ian J. Majewski(The Netherlands Cancer Institute), Tesa Severson(The Netherlands Cancer Institute), Tycho Bismeijer(The Netherlands Cancer Institute), Leanne de Koning(Institut Curie), Justine Peeters(Agendia (Netherlands)), Philip C. Schouten(The Netherlands Cancer Institute), Oscar M. Rueda(University of Cambridge), Astrid J Bosma(The Netherlands Cancer Institute), Finbarr Tarrant(University College Dublin), Yue Fan(University College Dublin), Beilei He(Institut Curie), Xue Zheng(The Netherlands Cancer Institute), Lorenza Mittempergher(The Netherlands Cancer Institute), Roelof J.C. Kluin(The Netherlands Cancer Institute), Jeroen Heijmans(Agendia (Netherlands)), Mireille H.J. Snel(Agendia (Netherlands)), Bernard Pereira(University of Cambridge), Andreas Schlicker(The Netherlands Cancer Institute), Elena Provenzano(Cambridge University Hospitals NHS Foundation Trust), Hamid Raza Ali(University of Cambridge), Alexander Gaber(Lund University), Gillian O’Hurley(OncoMark (Ireland)), Sophie Lehn(Lund University), Jettie J.F. Muris(The Netherlands Cancer Institute), Jelle Wesseling(The Netherlands Cancer Institute), Elaine W. Kay(Beaumont Hospital), Stephen‐John Sammut(University of Cambridge), Helen Bardwell(University of Cambridge), Aurélie Barbet(Institut Curie), Floriane Bard(Institut Curie), Caroline Lecerf(Institut Curie), Darran P. O’Connor(University College Dublin), Daniël J. Vis(The Netherlands Cancer Institute), Cyril H. Benes(Harvard University), Ultan McDermott(Wellcome Sanger Institute), Mathew J. Garnett(Wellcome Sanger Institute), Iris Simón(Agendia (Netherlands)), Karin Jirström(Lund University), Thierry Dubois(Institut Curie), Sabine C. Linn(Heidelberg University), William M. Gallagher(University College Dublin), Lodewyk F.A. Wessels(The Netherlands Cancer Institute), Carlos Caldas(University of Cambridge), René Bernards(The Netherlands Cancer Institute)
Scientific Reports
January 5, 2016
Cited by 178Open Access
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Abstract

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.


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