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Microenvironmental niche divergence shapes BRCA1-dysregulated ovarian cancer morphological plasticity

How tumor microenvironmental forces shape plasticity of cancer cell morphology is poorly understood. Here, we conduct automated histology image and spatial statistical analyses in 514 high grade serous ovarian samples to define cancer morphological diversification within the spatial context of the m...

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Autores principales: Heindl, Andreas, Khan, Adnan Mujahid, Rodrigues, Daniel Nava, Eason, Katherine, Sadanandam, Anguraj, Orbegoso, Cecilia, Punta, Marco, Sottoriva, Andrea, Lise, Stefano, Banerjee, Susana, Yuan, Yinyin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6156340/
https://www.ncbi.nlm.nih.gov/pubmed/30254278
http://dx.doi.org/10.1038/s41467-018-06130-3
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author Heindl, Andreas
Khan, Adnan Mujahid
Rodrigues, Daniel Nava
Eason, Katherine
Sadanandam, Anguraj
Orbegoso, Cecilia
Punta, Marco
Sottoriva, Andrea
Lise, Stefano
Banerjee, Susana
Yuan, Yinyin
author_facet Heindl, Andreas
Khan, Adnan Mujahid
Rodrigues, Daniel Nava
Eason, Katherine
Sadanandam, Anguraj
Orbegoso, Cecilia
Punta, Marco
Sottoriva, Andrea
Lise, Stefano
Banerjee, Susana
Yuan, Yinyin
author_sort Heindl, Andreas
collection PubMed
description How tumor microenvironmental forces shape plasticity of cancer cell morphology is poorly understood. Here, we conduct automated histology image and spatial statistical analyses in 514 high grade serous ovarian samples to define cancer morphological diversification within the spatial context of the microenvironment. Tumor spatial zones, where cancer cell nuclei diversify in shape, are mapped in each tumor. Integration of this spatially explicit analysis with omics and clinical data reveals a relationship between morphological diversification and the dysregulation of DNA repair, loss of nuclear integrity, and increased disease mortality. Within the Immunoreactive subtype, spatial analysis further reveals significantly lower lymphocytic infiltration within diversified zones compared with other tumor zones, suggesting that even immune-hot tumors contain cells capable of immune escape. Our findings support a model whereby a subpopulation of morphologically plastic cancer cells with dysregulated DNA repair promotes ovarian cancer progression through positive selection by immune evasion.
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spelling pubmed-61563402018-09-27 Microenvironmental niche divergence shapes BRCA1-dysregulated ovarian cancer morphological plasticity Heindl, Andreas Khan, Adnan Mujahid Rodrigues, Daniel Nava Eason, Katherine Sadanandam, Anguraj Orbegoso, Cecilia Punta, Marco Sottoriva, Andrea Lise, Stefano Banerjee, Susana Yuan, Yinyin Nat Commun Article How tumor microenvironmental forces shape plasticity of cancer cell morphology is poorly understood. Here, we conduct automated histology image and spatial statistical analyses in 514 high grade serous ovarian samples to define cancer morphological diversification within the spatial context of the microenvironment. Tumor spatial zones, where cancer cell nuclei diversify in shape, are mapped in each tumor. Integration of this spatially explicit analysis with omics and clinical data reveals a relationship between morphological diversification and the dysregulation of DNA repair, loss of nuclear integrity, and increased disease mortality. Within the Immunoreactive subtype, spatial analysis further reveals significantly lower lymphocytic infiltration within diversified zones compared with other tumor zones, suggesting that even immune-hot tumors contain cells capable of immune escape. Our findings support a model whereby a subpopulation of morphologically plastic cancer cells with dysregulated DNA repair promotes ovarian cancer progression through positive selection by immune evasion. Nature Publishing Group UK 2018-09-25 /pmc/articles/PMC6156340/ /pubmed/30254278 http://dx.doi.org/10.1038/s41467-018-06130-3 Text en © The Author(s) 2018 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
Heindl, Andreas
Khan, Adnan Mujahid
Rodrigues, Daniel Nava
Eason, Katherine
Sadanandam, Anguraj
Orbegoso, Cecilia
Punta, Marco
Sottoriva, Andrea
Lise, Stefano
Banerjee, Susana
Yuan, Yinyin
Microenvironmental niche divergence shapes BRCA1-dysregulated ovarian cancer morphological plasticity
title Microenvironmental niche divergence shapes BRCA1-dysregulated ovarian cancer morphological plasticity
title_full Microenvironmental niche divergence shapes BRCA1-dysregulated ovarian cancer morphological plasticity
title_fullStr Microenvironmental niche divergence shapes BRCA1-dysregulated ovarian cancer morphological plasticity
title_full_unstemmed Microenvironmental niche divergence shapes BRCA1-dysregulated ovarian cancer morphological plasticity
title_short Microenvironmental niche divergence shapes BRCA1-dysregulated ovarian cancer morphological plasticity
title_sort microenvironmental niche divergence shapes brca1-dysregulated ovarian cancer morphological plasticity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6156340/
https://www.ncbi.nlm.nih.gov/pubmed/30254278
http://dx.doi.org/10.1038/s41467-018-06130-3
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