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Landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response

The heterogeneity of breast cancer plays a major role in drug response and resistance and has been extensively characterized at the genomic level. Here, a single-cell breast cancer mass cytometry (BCMC) panel is optimized to identify cell phenotypes and their oncogenic signalling states in a biobank...

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Autores principales: Georgopoulou, Dimitra, Callari, Maurizio, Rueda, Oscar M., Shea, Abigail, Martin, Alistair, Giovannetti, Agnese, Qosaj, Fatime, Dariush, Ali, Chin, Suet-Feung, Carnevalli, Larissa S., Provenzano, Elena, Greenwood, Wendy, Lerda, Giulia, Esmaeilishirazifard, Elham, O’Reilly, Martin, Serra, Violeta, Bressan, Dario, Mills, Gordon B., Ali, H. Raza, Cosulich, Sabina S., Hannon, Gregory J., Bruna, Alejandra, Caldas, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012607/
https://www.ncbi.nlm.nih.gov/pubmed/33790302
http://dx.doi.org/10.1038/s41467-021-22303-z
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author Georgopoulou, Dimitra
Callari, Maurizio
Rueda, Oscar M.
Shea, Abigail
Martin, Alistair
Giovannetti, Agnese
Qosaj, Fatime
Dariush, Ali
Chin, Suet-Feung
Carnevalli, Larissa S.
Provenzano, Elena
Greenwood, Wendy
Lerda, Giulia
Esmaeilishirazifard, Elham
O’Reilly, Martin
Serra, Violeta
Bressan, Dario
Mills, Gordon B.
Ali, H. Raza
Cosulich, Sabina S.
Hannon, Gregory J.
Bruna, Alejandra
Caldas, Carlos
author_facet Georgopoulou, Dimitra
Callari, Maurizio
Rueda, Oscar M.
Shea, Abigail
Martin, Alistair
Giovannetti, Agnese
Qosaj, Fatime
Dariush, Ali
Chin, Suet-Feung
Carnevalli, Larissa S.
Provenzano, Elena
Greenwood, Wendy
Lerda, Giulia
Esmaeilishirazifard, Elham
O’Reilly, Martin
Serra, Violeta
Bressan, Dario
Mills, Gordon B.
Ali, H. Raza
Cosulich, Sabina S.
Hannon, Gregory J.
Bruna, Alejandra
Caldas, Carlos
author_sort Georgopoulou, Dimitra
collection PubMed
description The heterogeneity of breast cancer plays a major role in drug response and resistance and has been extensively characterized at the genomic level. Here, a single-cell breast cancer mass cytometry (BCMC) panel is optimized to identify cell phenotypes and their oncogenic signalling states in a biobank of patient-derived tumour xenograft (PDTX) models representing the diversity of human breast cancer. The BCMC panel identifies 13 cellular phenotypes (11 human and 2 murine), associated with both breast cancer subtypes and specific genomic features. Pre-treatment cellular phenotypic composition is a determinant of response to anticancer therapies. Single-cell profiling also reveals drug-induced cellular phenotypic dynamics, unravelling previously unnoticed intra-tumour response diversity. The comprehensive view of the landscapes of cellular phenotypic heterogeneity in PDTXs uncovered by the BCMC panel, which is mirrored in primary human tumours, has profound implications for understanding and predicting therapy response and resistance.
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spelling pubmed-80126072021-04-16 Landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response Georgopoulou, Dimitra Callari, Maurizio Rueda, Oscar M. Shea, Abigail Martin, Alistair Giovannetti, Agnese Qosaj, Fatime Dariush, Ali Chin, Suet-Feung Carnevalli, Larissa S. Provenzano, Elena Greenwood, Wendy Lerda, Giulia Esmaeilishirazifard, Elham O’Reilly, Martin Serra, Violeta Bressan, Dario Mills, Gordon B. Ali, H. Raza Cosulich, Sabina S. Hannon, Gregory J. Bruna, Alejandra Caldas, Carlos Nat Commun Article The heterogeneity of breast cancer plays a major role in drug response and resistance and has been extensively characterized at the genomic level. Here, a single-cell breast cancer mass cytometry (BCMC) panel is optimized to identify cell phenotypes and their oncogenic signalling states in a biobank of patient-derived tumour xenograft (PDTX) models representing the diversity of human breast cancer. The BCMC panel identifies 13 cellular phenotypes (11 human and 2 murine), associated with both breast cancer subtypes and specific genomic features. Pre-treatment cellular phenotypic composition is a determinant of response to anticancer therapies. Single-cell profiling also reveals drug-induced cellular phenotypic dynamics, unravelling previously unnoticed intra-tumour response diversity. The comprehensive view of the landscapes of cellular phenotypic heterogeneity in PDTXs uncovered by the BCMC panel, which is mirrored in primary human tumours, has profound implications for understanding and predicting therapy response and resistance. Nature Publishing Group UK 2021-03-31 /pmc/articles/PMC8012607/ /pubmed/33790302 http://dx.doi.org/10.1038/s41467-021-22303-z Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Georgopoulou, Dimitra
Callari, Maurizio
Rueda, Oscar M.
Shea, Abigail
Martin, Alistair
Giovannetti, Agnese
Qosaj, Fatime
Dariush, Ali
Chin, Suet-Feung
Carnevalli, Larissa S.
Provenzano, Elena
Greenwood, Wendy
Lerda, Giulia
Esmaeilishirazifard, Elham
O’Reilly, Martin
Serra, Violeta
Bressan, Dario
Mills, Gordon B.
Ali, H. Raza
Cosulich, Sabina S.
Hannon, Gregory J.
Bruna, Alejandra
Caldas, Carlos
Landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response
title Landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response
title_full Landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response
title_fullStr Landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response
title_full_unstemmed Landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response
title_short Landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response
title_sort landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012607/
https://www.ncbi.nlm.nih.gov/pubmed/33790302
http://dx.doi.org/10.1038/s41467-021-22303-z
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