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Single cell dynamics of tumor specificity vs bystander activity in CD8(+) T cells define the diverse immune landscapes in colorectal cancer
CD8(+) T cell activation via immune checkpoint blockade (ICB) is successful in microsatellite instable (MSI) colorectal cancer (CRC) patients. By comparison, the success of immunotherapy against microsatellite stable (MSS) CRC is limited. Little is known about the most critical features of CRC CD8(+...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652011/ https://www.ncbi.nlm.nih.gov/pubmed/37968259 http://dx.doi.org/10.1038/s41421-023-00605-4 |
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author | Borràs, Daniel Morales Verbandt, Sara Ausserhofer, Markus Sturm, Gregor Lim, Jinyeong Verge, Gil Arasa Vanmeerbeek, Isaure Laureano, Raquel S. Govaerts, Jannes Sprooten, Jenny Hong, Yourae Wall, Rebecca De Hertogh, Gert Sagaert, Xavier Bislenghi, Gabriele D’Hoore, André Wolthuis, Albert Finotello, Francesca Park, Woong-Yang Naulaerts, Stefan Tejpar, Sabine Garg, Abhishek D. |
author_facet | Borràs, Daniel Morales Verbandt, Sara Ausserhofer, Markus Sturm, Gregor Lim, Jinyeong Verge, Gil Arasa Vanmeerbeek, Isaure Laureano, Raquel S. Govaerts, Jannes Sprooten, Jenny Hong, Yourae Wall, Rebecca De Hertogh, Gert Sagaert, Xavier Bislenghi, Gabriele D’Hoore, André Wolthuis, Albert Finotello, Francesca Park, Woong-Yang Naulaerts, Stefan Tejpar, Sabine Garg, Abhishek D. |
author_sort | Borràs, Daniel Morales |
collection | PubMed |
description | CD8(+) T cell activation via immune checkpoint blockade (ICB) is successful in microsatellite instable (MSI) colorectal cancer (CRC) patients. By comparison, the success of immunotherapy against microsatellite stable (MSS) CRC is limited. Little is known about the most critical features of CRC CD8(+) T cells that together determine the diverse immune landscapes and contrasting ICB responses. Hence, we pursued a deep single cell mapping of CRC CD8(+) T cells on transcriptomic and T cell receptor (TCR) repertoire levels in a diverse patient cohort, with additional surface proteome validation. This revealed that CRC CD8(+) T cell dynamics are underscored by complex interactions between interferon-γ signaling, tumor reactivity, TCR repertoire, (predicted) TCR antigen-specificities, and environmental cues like gut microbiome or colon tissue-specific ‘self-like’ features. MSI CRC CD8(+) T cells showed tumor-specific activation reminiscent of canonical ‘T cell hot’ tumors, whereas the MSS CRC CD8(+) T cells exhibited tumor unspecific or bystander-like features. This was accompanied by inflammation reminiscent of ‘pseudo-T cell hot’ tumors. Consequently, MSI and MSS CRC CD8(+) T cells showed overlapping phenotypic features that differed dramatically in their TCR antigen-specificities. Given their high discriminating potential for CD8(+) T cell features/specificities, we used the single cell tumor-reactive signaling modules in CD8(+) T cells to build a bulk tumor transcriptome classification for CRC patients. This “Immune Subtype Classification” (ISC) successfully distinguished various tumoral immune landscapes that showed prognostic value and predicted immunotherapy responses in CRC patients. Thus, we deliver a unique map of CRC CD8(+) T cells that drives a novel tumor immune landscape classification, with relevance for immunotherapy decision-making. |
format | Online Article Text |
id | pubmed-10652011 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-106520112023-11-15 Single cell dynamics of tumor specificity vs bystander activity in CD8(+) T cells define the diverse immune landscapes in colorectal cancer Borràs, Daniel Morales Verbandt, Sara Ausserhofer, Markus Sturm, Gregor Lim, Jinyeong Verge, Gil Arasa Vanmeerbeek, Isaure Laureano, Raquel S. Govaerts, Jannes Sprooten, Jenny Hong, Yourae Wall, Rebecca De Hertogh, Gert Sagaert, Xavier Bislenghi, Gabriele D’Hoore, André Wolthuis, Albert Finotello, Francesca Park, Woong-Yang Naulaerts, Stefan Tejpar, Sabine Garg, Abhishek D. Cell Discov Article CD8(+) T cell activation via immune checkpoint blockade (ICB) is successful in microsatellite instable (MSI) colorectal cancer (CRC) patients. By comparison, the success of immunotherapy against microsatellite stable (MSS) CRC is limited. Little is known about the most critical features of CRC CD8(+) T cells that together determine the diverse immune landscapes and contrasting ICB responses. Hence, we pursued a deep single cell mapping of CRC CD8(+) T cells on transcriptomic and T cell receptor (TCR) repertoire levels in a diverse patient cohort, with additional surface proteome validation. This revealed that CRC CD8(+) T cell dynamics are underscored by complex interactions between interferon-γ signaling, tumor reactivity, TCR repertoire, (predicted) TCR antigen-specificities, and environmental cues like gut microbiome or colon tissue-specific ‘self-like’ features. MSI CRC CD8(+) T cells showed tumor-specific activation reminiscent of canonical ‘T cell hot’ tumors, whereas the MSS CRC CD8(+) T cells exhibited tumor unspecific or bystander-like features. This was accompanied by inflammation reminiscent of ‘pseudo-T cell hot’ tumors. Consequently, MSI and MSS CRC CD8(+) T cells showed overlapping phenotypic features that differed dramatically in their TCR antigen-specificities. Given their high discriminating potential for CD8(+) T cell features/specificities, we used the single cell tumor-reactive signaling modules in CD8(+) T cells to build a bulk tumor transcriptome classification for CRC patients. This “Immune Subtype Classification” (ISC) successfully distinguished various tumoral immune landscapes that showed prognostic value and predicted immunotherapy responses in CRC patients. Thus, we deliver a unique map of CRC CD8(+) T cells that drives a novel tumor immune landscape classification, with relevance for immunotherapy decision-making. Springer Nature Singapore 2023-11-15 /pmc/articles/PMC10652011/ /pubmed/37968259 http://dx.doi.org/10.1038/s41421-023-00605-4 Text en © The Author(s) 2023 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 Borràs, Daniel Morales Verbandt, Sara Ausserhofer, Markus Sturm, Gregor Lim, Jinyeong Verge, Gil Arasa Vanmeerbeek, Isaure Laureano, Raquel S. Govaerts, Jannes Sprooten, Jenny Hong, Yourae Wall, Rebecca De Hertogh, Gert Sagaert, Xavier Bislenghi, Gabriele D’Hoore, André Wolthuis, Albert Finotello, Francesca Park, Woong-Yang Naulaerts, Stefan Tejpar, Sabine Garg, Abhishek D. Single cell dynamics of tumor specificity vs bystander activity in CD8(+) T cells define the diverse immune landscapes in colorectal cancer |
title | Single cell dynamics of tumor specificity vs bystander activity in CD8(+) T cells define the diverse immune landscapes in colorectal cancer |
title_full | Single cell dynamics of tumor specificity vs bystander activity in CD8(+) T cells define the diverse immune landscapes in colorectal cancer |
title_fullStr | Single cell dynamics of tumor specificity vs bystander activity in CD8(+) T cells define the diverse immune landscapes in colorectal cancer |
title_full_unstemmed | Single cell dynamics of tumor specificity vs bystander activity in CD8(+) T cells define the diverse immune landscapes in colorectal cancer |
title_short | Single cell dynamics of tumor specificity vs bystander activity in CD8(+) T cells define the diverse immune landscapes in colorectal cancer |
title_sort | single cell dynamics of tumor specificity vs bystander activity in cd8(+) t cells define the diverse immune landscapes in colorectal cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652011/ https://www.ncbi.nlm.nih.gov/pubmed/37968259 http://dx.doi.org/10.1038/s41421-023-00605-4 |
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