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Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy
Immunotherapy involving immune checkpoint inhibitors (ICIs) for enhancing immune system activation is promising for tumor management. However, the patients’ responses to ICIs are different. Here, we applied a non-negative matrix factorization algorithm to establish a robust immune molecular classifi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484460/ https://www.ncbi.nlm.nih.gov/pubmed/34593914 http://dx.doi.org/10.1038/s41598-021-98966-x |
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author | Zheng, Xiaobo Gao, Yong Yu, Chune Fan, Guiquan Li, Pengwu Zhang, Ming Yu, Jing Xu, Mingqing |
author_facet | Zheng, Xiaobo Gao, Yong Yu, Chune Fan, Guiquan Li, Pengwu Zhang, Ming Yu, Jing Xu, Mingqing |
author_sort | Zheng, Xiaobo |
collection | PubMed |
description | Immunotherapy involving immune checkpoint inhibitors (ICIs) for enhancing immune system activation is promising for tumor management. However, the patients’ responses to ICIs are different. Here, we applied a non-negative matrix factorization algorithm to establish a robust immune molecular classification system for colorectal cancer (CRC). We obtained data of 1503 CRC patients (training cohort: 488 from The Cancer Genome Atlas; validation cohort: 1015 from the Gene Expression Omnibus). In the training cohort, 42.8% of patients who exhibited significantly higher immunocyte infiltration and enrichment of immune response-associated signatures were subdivided into immune classes. Within the immune class, 53.1% of patients were associated with a worse overall prognosis and belonged to the immune-suppressed subclass, characterized by the activation of stroma-related signatures, genes, immune-suppressive cells, and signaling. The remaining immune class patients belonged to the immune-activated subclass, which was associated with a better prognosis and response to anti-PD-1 therapy. Immune-related subtypes were associated with different copy number alterations, tumor-infiltrating lymphocyte enrichment, PD-1/PD-L1 expression, mutation landscape, and cancer stemness. These results were validated in patients with microsatellite instable CRC. We described a novel immune-related class of CRC, which may be used for selecting candidate patients with CRC for immunotherapy and tailoring optimal immunotherapeutic treatment. |
format | Online Article Text |
id | pubmed-8484460 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84844602021-10-04 Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy Zheng, Xiaobo Gao, Yong Yu, Chune Fan, Guiquan Li, Pengwu Zhang, Ming Yu, Jing Xu, Mingqing Sci Rep Article Immunotherapy involving immune checkpoint inhibitors (ICIs) for enhancing immune system activation is promising for tumor management. However, the patients’ responses to ICIs are different. Here, we applied a non-negative matrix factorization algorithm to establish a robust immune molecular classification system for colorectal cancer (CRC). We obtained data of 1503 CRC patients (training cohort: 488 from The Cancer Genome Atlas; validation cohort: 1015 from the Gene Expression Omnibus). In the training cohort, 42.8% of patients who exhibited significantly higher immunocyte infiltration and enrichment of immune response-associated signatures were subdivided into immune classes. Within the immune class, 53.1% of patients were associated with a worse overall prognosis and belonged to the immune-suppressed subclass, characterized by the activation of stroma-related signatures, genes, immune-suppressive cells, and signaling. The remaining immune class patients belonged to the immune-activated subclass, which was associated with a better prognosis and response to anti-PD-1 therapy. Immune-related subtypes were associated with different copy number alterations, tumor-infiltrating lymphocyte enrichment, PD-1/PD-L1 expression, mutation landscape, and cancer stemness. These results were validated in patients with microsatellite instable CRC. We described a novel immune-related class of CRC, which may be used for selecting candidate patients with CRC for immunotherapy and tailoring optimal immunotherapeutic treatment. Nature Publishing Group UK 2021-09-30 /pmc/articles/PMC8484460/ /pubmed/34593914 http://dx.doi.org/10.1038/s41598-021-98966-x 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Zheng, Xiaobo Gao, Yong Yu, Chune Fan, Guiquan Li, Pengwu Zhang, Ming Yu, Jing Xu, Mingqing Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy |
title | Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy |
title_full | Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy |
title_fullStr | Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy |
title_full_unstemmed | Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy |
title_short | Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy |
title_sort | identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484460/ https://www.ncbi.nlm.nih.gov/pubmed/34593914 http://dx.doi.org/10.1038/s41598-021-98966-x |
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