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Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases

Cell mediated immune escape, a microenvironment factor, induces tumorigenesis and metastasis. The purpose of this study was to display the characteristics of T cell populations in immune microenvironments for colorectal cancer (CRC) metastasis. Unsupervised cluster analysis was conducted to identify...

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Autores principales: Zhuang, Jing, Qu, Zhanbo, Chu, Jian, Wang, Jingjing, Wu, Yinhang, Fan, Zhiqing, Song, Yifei, Han, Shuwen, Ru, Lixin, Zhao, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394913/
https://www.ncbi.nlm.nih.gov/pubmed/37539320
http://dx.doi.org/10.1016/j.heliyon.2023.e17119
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author Zhuang, Jing
Qu, Zhanbo
Chu, Jian
Wang, Jingjing
Wu, Yinhang
Fan, Zhiqing
Song, Yifei
Han, Shuwen
Ru, Lixin
Zhao, Hui
author_facet Zhuang, Jing
Qu, Zhanbo
Chu, Jian
Wang, Jingjing
Wu, Yinhang
Fan, Zhiqing
Song, Yifei
Han, Shuwen
Ru, Lixin
Zhao, Hui
author_sort Zhuang, Jing
collection PubMed
description Cell mediated immune escape, a microenvironment factor, induces tumorigenesis and metastasis. The purpose of this study was to display the characteristics of T cell populations in immune microenvironments for colorectal cancer (CRC) metastasis. Unsupervised cluster analysis was conducted to identify functionally distinct T cell clusters from 3,003 cells in peripheral blood and 4,656 cells in tissues. Subsequently, a total of 8 and 4 distinct T cell population clusters were identified from tumor tissue and peripheral blood, respectively. High levels of CD8+TEX, CD4+TRM, TH1-like T cells, CD8+TEM, tumor-Treg from tissues, and CD4+TN from peripheral blood are essential components of immune microenvironment for the prediction of CRC metastasis. Moreover, exhausted T cells are characterized by higher expression of multiple inhibitory receptors, including PDCD1 and LAG3. Some genes such as PFKFB3, GNLY, circDCUN1D4, TXNIP and NR4A2 in T cells of cluster were statistically different between CRC metastasis and non-metastasis. The ligand-receptor interactions identified between different cluster cells and metastases-related DEGs identified from each cluster revealed that the communications of cells, alterations of functions, and numbers of T subsets may contribute to the metastasis of CRC. The mutation frequency of KiAA1551, ATP8B4 and LNPEP in T cells from tissues and SOR1 from peripheral blood were higher in metastatic CRC than that in non-metastatic CRC. In conclusion, the discovery of differential genes in T cells may provide potential targets for immunotherapy of CRC metastasis and relevant insights into the clinical prediction and prognosis of CRC metastasis.
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spelling pubmed-103949132023-08-03 Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases Zhuang, Jing Qu, Zhanbo Chu, Jian Wang, Jingjing Wu, Yinhang Fan, Zhiqing Song, Yifei Han, Shuwen Ru, Lixin Zhao, Hui Heliyon Research Article Cell mediated immune escape, a microenvironment factor, induces tumorigenesis and metastasis. The purpose of this study was to display the characteristics of T cell populations in immune microenvironments for colorectal cancer (CRC) metastasis. Unsupervised cluster analysis was conducted to identify functionally distinct T cell clusters from 3,003 cells in peripheral blood and 4,656 cells in tissues. Subsequently, a total of 8 and 4 distinct T cell population clusters were identified from tumor tissue and peripheral blood, respectively. High levels of CD8+TEX, CD4+TRM, TH1-like T cells, CD8+TEM, tumor-Treg from tissues, and CD4+TN from peripheral blood are essential components of immune microenvironment for the prediction of CRC metastasis. Moreover, exhausted T cells are characterized by higher expression of multiple inhibitory receptors, including PDCD1 and LAG3. Some genes such as PFKFB3, GNLY, circDCUN1D4, TXNIP and NR4A2 in T cells of cluster were statistically different between CRC metastasis and non-metastasis. The ligand-receptor interactions identified between different cluster cells and metastases-related DEGs identified from each cluster revealed that the communications of cells, alterations of functions, and numbers of T subsets may contribute to the metastasis of CRC. The mutation frequency of KiAA1551, ATP8B4 and LNPEP in T cells from tissues and SOR1 from peripheral blood were higher in metastatic CRC than that in non-metastatic CRC. In conclusion, the discovery of differential genes in T cells may provide potential targets for immunotherapy of CRC metastasis and relevant insights into the clinical prediction and prognosis of CRC metastasis. Elsevier 2023-07-05 /pmc/articles/PMC10394913/ /pubmed/37539320 http://dx.doi.org/10.1016/j.heliyon.2023.e17119 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Zhuang, Jing
Qu, Zhanbo
Chu, Jian
Wang, Jingjing
Wu, Yinhang
Fan, Zhiqing
Song, Yifei
Han, Shuwen
Ru, Lixin
Zhao, Hui
Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases
title Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases
title_full Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases
title_fullStr Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases
title_full_unstemmed Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases
title_short Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases
title_sort single-cell transcriptome analysis reveals t population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394913/
https://www.ncbi.nlm.nih.gov/pubmed/37539320
http://dx.doi.org/10.1016/j.heliyon.2023.e17119
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