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Immune-infiltrating signature-based classification reveals CD103(+)CD39(+) T cells associate with colorectal cancer prognosis and response to immunotherapy
BACKGROUND: Current stratification systems for tumor prognostic prediction and immunotherapeutic efficacy evaluation are less satisfying in colorectal cancer (CRC). As infiltrating immune cells in tumor microenvironment (TME) played a key role in tumor progression and responses to immune checkpoint...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9596778/ https://www.ncbi.nlm.nih.gov/pubmed/36311750 http://dx.doi.org/10.3389/fimmu.2022.1011590 |
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author | Luo, Yang Zong, Yunfeng Hua, Hanju Gong, Meiting Peng, Qiao Li, Chen Neculai, Dante Zeng, Xun |
author_facet | Luo, Yang Zong, Yunfeng Hua, Hanju Gong, Meiting Peng, Qiao Li, Chen Neculai, Dante Zeng, Xun |
author_sort | Luo, Yang |
collection | PubMed |
description | BACKGROUND: Current stratification systems for tumor prognostic prediction and immunotherapeutic efficacy evaluation are less satisfying in colorectal cancer (CRC). As infiltrating immune cells in tumor microenvironment (TME) played a key role in tumor progression and responses to immune checkpoint blockade (ICB) therapy, we want to construct an immune-related scoring system with detailed immune profiles to stratify CRC patients. METHODS: We developed a scoring system based on immune-related signatures and validated its ability to predict prognosis and immunotherapeutic outcomes in CRC. CD45(+) cells from CRC patients were sorted to investigate detailed immune profiles of the stratification system using mass cytometry. A single-cell RNA sequencing dataset was used to analyze transcriptomic profiles. RESULTS: We constructed an immune-related signature score (IRScore) based on 54 recurrence-free survival (RFS)-related immune signatures to stratify CRC patients. We revealed that IRScore was positively correlated with RFS and favorable outcomes in ICB treatment. Moreover, we depicted a detailed immune profile in TME using mass cytometry and identified that CD103(+)CD39(+) T cells, characterized by an exhaustive, cytotoxic and proliferative phenotype, were enriched in CRC patients with high IRScore. As a beneficial immune signature, CD103(+)CD39(+) T cells could predict prognosis and responses to ICB therapy in CRC. CONCLUSIONS: All the analyses above revealed that IRScore could be a valuable tool for predicting prognosis and facilitating the development of new therapeutic strategies in CRC, and CD103(+)CD39(+) T cells were one of defined immune signatures in IRScore, which might be a key factor for antitumor immunity. |
format | Online Article Text |
id | pubmed-9596778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95967782022-10-27 Immune-infiltrating signature-based classification reveals CD103(+)CD39(+) T cells associate with colorectal cancer prognosis and response to immunotherapy Luo, Yang Zong, Yunfeng Hua, Hanju Gong, Meiting Peng, Qiao Li, Chen Neculai, Dante Zeng, Xun Front Immunol Immunology BACKGROUND: Current stratification systems for tumor prognostic prediction and immunotherapeutic efficacy evaluation are less satisfying in colorectal cancer (CRC). As infiltrating immune cells in tumor microenvironment (TME) played a key role in tumor progression and responses to immune checkpoint blockade (ICB) therapy, we want to construct an immune-related scoring system with detailed immune profiles to stratify CRC patients. METHODS: We developed a scoring system based on immune-related signatures and validated its ability to predict prognosis and immunotherapeutic outcomes in CRC. CD45(+) cells from CRC patients were sorted to investigate detailed immune profiles of the stratification system using mass cytometry. A single-cell RNA sequencing dataset was used to analyze transcriptomic profiles. RESULTS: We constructed an immune-related signature score (IRScore) based on 54 recurrence-free survival (RFS)-related immune signatures to stratify CRC patients. We revealed that IRScore was positively correlated with RFS and favorable outcomes in ICB treatment. Moreover, we depicted a detailed immune profile in TME using mass cytometry and identified that CD103(+)CD39(+) T cells, characterized by an exhaustive, cytotoxic and proliferative phenotype, were enriched in CRC patients with high IRScore. As a beneficial immune signature, CD103(+)CD39(+) T cells could predict prognosis and responses to ICB therapy in CRC. CONCLUSIONS: All the analyses above revealed that IRScore could be a valuable tool for predicting prognosis and facilitating the development of new therapeutic strategies in CRC, and CD103(+)CD39(+) T cells were one of defined immune signatures in IRScore, which might be a key factor for antitumor immunity. Frontiers Media S.A. 2022-10-12 /pmc/articles/PMC9596778/ /pubmed/36311750 http://dx.doi.org/10.3389/fimmu.2022.1011590 Text en Copyright © 2022 Luo, Zong, Hua, Gong, Peng, Li, Neculai and Zeng https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Luo, Yang Zong, Yunfeng Hua, Hanju Gong, Meiting Peng, Qiao Li, Chen Neculai, Dante Zeng, Xun Immune-infiltrating signature-based classification reveals CD103(+)CD39(+) T cells associate with colorectal cancer prognosis and response to immunotherapy |
title | Immune-infiltrating signature-based classification reveals CD103(+)CD39(+) T cells associate with colorectal cancer prognosis and response to immunotherapy |
title_full | Immune-infiltrating signature-based classification reveals CD103(+)CD39(+) T cells associate with colorectal cancer prognosis and response to immunotherapy |
title_fullStr | Immune-infiltrating signature-based classification reveals CD103(+)CD39(+) T cells associate with colorectal cancer prognosis and response to immunotherapy |
title_full_unstemmed | Immune-infiltrating signature-based classification reveals CD103(+)CD39(+) T cells associate with colorectal cancer prognosis and response to immunotherapy |
title_short | Immune-infiltrating signature-based classification reveals CD103(+)CD39(+) T cells associate with colorectal cancer prognosis and response to immunotherapy |
title_sort | immune-infiltrating signature-based classification reveals cd103(+)cd39(+) t cells associate with colorectal cancer prognosis and response to immunotherapy |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9596778/ https://www.ncbi.nlm.nih.gov/pubmed/36311750 http://dx.doi.org/10.3389/fimmu.2022.1011590 |
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