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The immune phenotypes and different immune escape mechanisms in colorectal cancer
The tumor microenvironment (TME) plays a crucial role in tumor progression and metastasis. However, the immune phenotypes of colorectal cancer (CRC) and the underlying immune escape mechanism have not been studied sufficiently. A total of 1802 and 619 CRC samples from the microarray and TCGA cohorts...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9399611/ https://www.ncbi.nlm.nih.gov/pubmed/36032084 http://dx.doi.org/10.3389/fimmu.2022.968089 |
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author | Mao, Yihao Xu, Yuqiu Chang, Jiang Chang, Wenju Lv, Yang Zheng, Peng Zhang, Zhiyuan Li, Zhiqiang Lin, Qi Tang, Wentao Zhu, Dexiang Ji, Meiling He, Guodong Feng, Qingyang Xu, Jianmin |
author_facet | Mao, Yihao Xu, Yuqiu Chang, Jiang Chang, Wenju Lv, Yang Zheng, Peng Zhang, Zhiyuan Li, Zhiqiang Lin, Qi Tang, Wentao Zhu, Dexiang Ji, Meiling He, Guodong Feng, Qingyang Xu, Jianmin |
author_sort | Mao, Yihao |
collection | PubMed |
description | The tumor microenvironment (TME) plays a crucial role in tumor progression and metastasis. However, the immune phenotypes of colorectal cancer (CRC) and the underlying immune escape mechanism have not been studied sufficiently. A total of 1802 and 619 CRC samples from the microarray and TCGA cohorts were enrolled, respectively. The ssGSEA algorithm and unsupervised clustering were used for TME cell infiltration speculation and immune phenotype recognition in the above cohorts. A total of 447 samples from Zhongshan Hospital were collected for validation. Immunohistochemistry was performed in this cohort to quantify TME cell infiltration. The single-cell RNA-seq (scRNA-seq) data of 252,940 cells from 60 CRC samples was analyzed for further mechanistic exploration. CRC samples can be classified into three distinct immune phenotypes. Subtype 1, the immune-active subtype, was characterized by high infiltration of activated adaptive immune cells. Subtype 2, the immune-desert subtype, featured high tumor purity and low infiltration of immune and stromal cells. Subtype 3, the stroma-rich subtype, had high infiltration of stromal cells. The stroma-rich subtype conferred a significantly worse prognosis. The three subtypes had different immune escape mechanisms. The immune-active subtype has the highest immune checkpoint expression level. In comparison, the immune-desert subtype had the lowest immunogenicity and defective antigen presentation. The stroma-rich subtype lacked activated immune cells. In conclusion, distinct immune phenotypes and immune escape mechanisms may provide inspiration and direction for further research on CRC immunotherapy. |
format | Online Article Text |
id | pubmed-9399611 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93996112022-08-25 The immune phenotypes and different immune escape mechanisms in colorectal cancer Mao, Yihao Xu, Yuqiu Chang, Jiang Chang, Wenju Lv, Yang Zheng, Peng Zhang, Zhiyuan Li, Zhiqiang Lin, Qi Tang, Wentao Zhu, Dexiang Ji, Meiling He, Guodong Feng, Qingyang Xu, Jianmin Front Immunol Immunology The tumor microenvironment (TME) plays a crucial role in tumor progression and metastasis. However, the immune phenotypes of colorectal cancer (CRC) and the underlying immune escape mechanism have not been studied sufficiently. A total of 1802 and 619 CRC samples from the microarray and TCGA cohorts were enrolled, respectively. The ssGSEA algorithm and unsupervised clustering were used for TME cell infiltration speculation and immune phenotype recognition in the above cohorts. A total of 447 samples from Zhongshan Hospital were collected for validation. Immunohistochemistry was performed in this cohort to quantify TME cell infiltration. The single-cell RNA-seq (scRNA-seq) data of 252,940 cells from 60 CRC samples was analyzed for further mechanistic exploration. CRC samples can be classified into three distinct immune phenotypes. Subtype 1, the immune-active subtype, was characterized by high infiltration of activated adaptive immune cells. Subtype 2, the immune-desert subtype, featured high tumor purity and low infiltration of immune and stromal cells. Subtype 3, the stroma-rich subtype, had high infiltration of stromal cells. The stroma-rich subtype conferred a significantly worse prognosis. The three subtypes had different immune escape mechanisms. The immune-active subtype has the highest immune checkpoint expression level. In comparison, the immune-desert subtype had the lowest immunogenicity and defective antigen presentation. The stroma-rich subtype lacked activated immune cells. In conclusion, distinct immune phenotypes and immune escape mechanisms may provide inspiration and direction for further research on CRC immunotherapy. Frontiers Media S.A. 2022-08-10 /pmc/articles/PMC9399611/ /pubmed/36032084 http://dx.doi.org/10.3389/fimmu.2022.968089 Text en Copyright © 2022 Mao, Xu, Chang, Chang, Lv, Zheng, Zhang, Li, Lin, Tang, Zhu, Ji, He, Feng and Xu 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 Mao, Yihao Xu, Yuqiu Chang, Jiang Chang, Wenju Lv, Yang Zheng, Peng Zhang, Zhiyuan Li, Zhiqiang Lin, Qi Tang, Wentao Zhu, Dexiang Ji, Meiling He, Guodong Feng, Qingyang Xu, Jianmin The immune phenotypes and different immune escape mechanisms in colorectal cancer |
title | The immune phenotypes and different immune escape mechanisms in colorectal cancer |
title_full | The immune phenotypes and different immune escape mechanisms in colorectal cancer |
title_fullStr | The immune phenotypes and different immune escape mechanisms in colorectal cancer |
title_full_unstemmed | The immune phenotypes and different immune escape mechanisms in colorectal cancer |
title_short | The immune phenotypes and different immune escape mechanisms in colorectal cancer |
title_sort | immune phenotypes and different immune escape mechanisms in colorectal cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9399611/ https://www.ncbi.nlm.nih.gov/pubmed/36032084 http://dx.doi.org/10.3389/fimmu.2022.968089 |
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