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Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients
While the abundance and phenotype of tumor-infiltrating lymphocytes are linked with clinical survival, their spatial coordination and its clinical significance remain unclear. Here, we investigated the immune profile of intratumoral and peritumoral tissue of clear cell renal cell carcinoma patients...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8592837/ https://www.ncbi.nlm.nih.gov/pubmed/34215851 http://dx.doi.org/10.1038/s41379-021-00864-0 |
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author | Brück, Oscar Lee, Moon Hee Turkki, Riku Uski, Ilona Penttilä, Patrick Paavolainen, Lassi Kovanen, Panu Järvinen, Petrus Bono, Petri Pellinen, Teijo Mustjoki, Satu Kreutzman, Anna |
author_facet | Brück, Oscar Lee, Moon Hee Turkki, Riku Uski, Ilona Penttilä, Patrick Paavolainen, Lassi Kovanen, Panu Järvinen, Petrus Bono, Petri Pellinen, Teijo Mustjoki, Satu Kreutzman, Anna |
author_sort | Brück, Oscar |
collection | PubMed |
description | While the abundance and phenotype of tumor-infiltrating lymphocytes are linked with clinical survival, their spatial coordination and its clinical significance remain unclear. Here, we investigated the immune profile of intratumoral and peritumoral tissue of clear cell renal cell carcinoma patients (n = 64). We trained a cell classifier to detect lymphocytes from hematoxylin and eosin stained tissue slides. Using unsupervised classification, patients were further classified into immune cold, hot and excluded topographies reflecting lymphocyte abundance and localization. The immune topography distribution was further validated with The Cancer Genome Atlas digital image dataset. We showed association between PBRM1 mutation and immune cold topography, STAG1 mutation and immune hot topography and BAP1 mutation and immune excluded topography. With quantitative multiplex immunohistochemistry we analyzed the expression of 23 lymphocyte markers in intratumoral and peritumoral tissue regions. To study spatial interactions, we developed an algorithm quantifying the proportion of adjacent immune cell pairs and their immunophenotypes. Immune excluded tumors were associated with superior overall survival (HR 0.19, p = 0.02) and less extensive metastasis. Intratumoral T cells were characterized with pronounced expression of immunological activation and exhaustion markers such as granzyme B, PD1, and LAG3. Immune cell interaction occurred most frequently in the intratumoral region and correlated with CD45RO expression. Moreover, high proportion of peritumoral CD45RO+ T cells predicted poor overall survival. In summary, intratumoral and peritumoral tissue regions represent distinct immunospatial profiles and are associated with clinicopathologic characteristics. |
format | Online Article Text |
id | pubmed-8592837 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-85928372021-11-23 Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients Brück, Oscar Lee, Moon Hee Turkki, Riku Uski, Ilona Penttilä, Patrick Paavolainen, Lassi Kovanen, Panu Järvinen, Petrus Bono, Petri Pellinen, Teijo Mustjoki, Satu Kreutzman, Anna Mod Pathol Article While the abundance and phenotype of tumor-infiltrating lymphocytes are linked with clinical survival, their spatial coordination and its clinical significance remain unclear. Here, we investigated the immune profile of intratumoral and peritumoral tissue of clear cell renal cell carcinoma patients (n = 64). We trained a cell classifier to detect lymphocytes from hematoxylin and eosin stained tissue slides. Using unsupervised classification, patients were further classified into immune cold, hot and excluded topographies reflecting lymphocyte abundance and localization. The immune topography distribution was further validated with The Cancer Genome Atlas digital image dataset. We showed association between PBRM1 mutation and immune cold topography, STAG1 mutation and immune hot topography and BAP1 mutation and immune excluded topography. With quantitative multiplex immunohistochemistry we analyzed the expression of 23 lymphocyte markers in intratumoral and peritumoral tissue regions. To study spatial interactions, we developed an algorithm quantifying the proportion of adjacent immune cell pairs and their immunophenotypes. Immune excluded tumors were associated with superior overall survival (HR 0.19, p = 0.02) and less extensive metastasis. Intratumoral T cells were characterized with pronounced expression of immunological activation and exhaustion markers such as granzyme B, PD1, and LAG3. Immune cell interaction occurred most frequently in the intratumoral region and correlated with CD45RO expression. Moreover, high proportion of peritumoral CD45RO+ T cells predicted poor overall survival. In summary, intratumoral and peritumoral tissue regions represent distinct immunospatial profiles and are associated with clinicopathologic characteristics. Nature Publishing Group US 2021-07-02 2021 /pmc/articles/PMC8592837/ /pubmed/34215851 http://dx.doi.org/10.1038/s41379-021-00864-0 Text en © The Author(s) 2021 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 Brück, Oscar Lee, Moon Hee Turkki, Riku Uski, Ilona Penttilä, Patrick Paavolainen, Lassi Kovanen, Panu Järvinen, Petrus Bono, Petri Pellinen, Teijo Mustjoki, Satu Kreutzman, Anna Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients |
title | Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients |
title_full | Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients |
title_fullStr | Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients |
title_full_unstemmed | Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients |
title_short | Spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients |
title_sort | spatial immunoprofiling of the intratumoral and peritumoral tissue of renal cell carcinoma patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8592837/ https://www.ncbi.nlm.nih.gov/pubmed/34215851 http://dx.doi.org/10.1038/s41379-021-00864-0 |
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