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Single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma
There is increasing evidence that the spatial organization of cells within the tumor-immune microenvironment (TiME) of solid tumors influences survival and response to therapy in numerous cancer types. Here, we report results and demonstrate the applicability of quantitative single-cell spatial prot...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8881577/ https://www.ncbi.nlm.nih.gov/pubmed/35217711 http://dx.doi.org/10.1038/s41698-022-00253-z |
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author | Blise, Katie E. Sivagnanam, Shamilene Banik, Grace L. Coussens, Lisa M. Goecks, Jeremy |
author_facet | Blise, Katie E. Sivagnanam, Shamilene Banik, Grace L. Coussens, Lisa M. Goecks, Jeremy |
author_sort | Blise, Katie E. |
collection | PubMed |
description | There is increasing evidence that the spatial organization of cells within the tumor-immune microenvironment (TiME) of solid tumors influences survival and response to therapy in numerous cancer types. Here, we report results and demonstrate the applicability of quantitative single-cell spatial proteomics analyses in the TiME of primary and recurrent human papillomavirus (HPV)-negative head and neck squamous cell carcinoma (HNSCC) tumors. Single-cell compositions of a nine patient, primary and recurrent (n = 18), HNSCC cohort is presented, followed by deeper investigation into the spatial architecture of the TiME and its relationship with clinical variables and progression free survival (PFS). Multiple spatial algorithms were used to quantify the spatial landscapes of immune cells within TiMEs and demonstrate that neoplastic tumor-immune cell spatial compartmentalization, rather than mixing, is associated with longer PFS. Mesenchymal (αSMA(+)) cellular neighborhoods describe distinct immune landscapes associated with neoplastic tumor-immune compartmentalization and improved patient outcomes. Results from this investigation are concordant with studies in other tumor types, suggesting that trends in TiME cellular heterogeneity and spatial organization may be shared across cancers and may provide prognostic value in multiple cancer types. |
format | Online Article Text |
id | pubmed-8881577 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88815772022-03-17 Single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma Blise, Katie E. Sivagnanam, Shamilene Banik, Grace L. Coussens, Lisa M. Goecks, Jeremy NPJ Precis Oncol Article There is increasing evidence that the spatial organization of cells within the tumor-immune microenvironment (TiME) of solid tumors influences survival and response to therapy in numerous cancer types. Here, we report results and demonstrate the applicability of quantitative single-cell spatial proteomics analyses in the TiME of primary and recurrent human papillomavirus (HPV)-negative head and neck squamous cell carcinoma (HNSCC) tumors. Single-cell compositions of a nine patient, primary and recurrent (n = 18), HNSCC cohort is presented, followed by deeper investigation into the spatial architecture of the TiME and its relationship with clinical variables and progression free survival (PFS). Multiple spatial algorithms were used to quantify the spatial landscapes of immune cells within TiMEs and demonstrate that neoplastic tumor-immune cell spatial compartmentalization, rather than mixing, is associated with longer PFS. Mesenchymal (αSMA(+)) cellular neighborhoods describe distinct immune landscapes associated with neoplastic tumor-immune compartmentalization and improved patient outcomes. Results from this investigation are concordant with studies in other tumor types, suggesting that trends in TiME cellular heterogeneity and spatial organization may be shared across cancers and may provide prognostic value in multiple cancer types. Nature Publishing Group UK 2022-02-25 /pmc/articles/PMC8881577/ /pubmed/35217711 http://dx.doi.org/10.1038/s41698-022-00253-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Blise, Katie E. Sivagnanam, Shamilene Banik, Grace L. Coussens, Lisa M. Goecks, Jeremy Single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma |
title | Single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma |
title_full | Single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma |
title_fullStr | Single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma |
title_full_unstemmed | Single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma |
title_short | Single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma |
title_sort | single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8881577/ https://www.ncbi.nlm.nih.gov/pubmed/35217711 http://dx.doi.org/10.1038/s41698-022-00253-z |
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