Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer

ObjectiveThis study aimed to characterize the tumor-infiltrating T cells in moderately differentiated colorectal cancer.MethodsUsing single-cell RNA sequencing data of isolated 1632 T cells from tumor tissue and 1252 T cells from the peripheral blood of CRC patients, unsupervised clustering analysis...

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Main Authors: Xi Yang, Quan Qi, Yuefen Pan, Qing Zhou, Yinhang Wu, Jing Zhuang, Jiamin Xu, Mingyue Pan, Shuwen Han
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Immunology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2020.620196/full
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spelling doaj-a18235b531eb4b1780a8898f37a3346a2021-02-18T13:53:29ZengFrontiers Media S.A.Frontiers in Immunology1664-32242021-01-011110.3389/fimmu.2020.620196620196Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal CancerXi Yang0Quan Qi1Yuefen Pan2Qing Zhou3Yinhang Wu4Jing Zhuang5Jiamin Xu6Mingyue Pan7Shuwen Han8Department of Oncology, Huzhou Cent Hospital, Affiliated Cent Hospital HuZhou University, Huzhou, ChinaDepartment of Oncology, Huzhou Cent Hospital, Affiliated Cent Hospital HuZhou University, Huzhou, ChinaDepartment of Oncology, Huzhou Cent Hospital, Affiliated Cent Hospital HuZhou University, Huzhou, ChinaDepartment of Critical Care Medicine, Huzhou Cent Hospital, Affiliated Cent Hospital HuZhou University, Huzhou, ChinaGraduate School of Second Clinical Medicine Faculty, Zhejiang Chinese Medical University, Hangzhou, ChinaGraduate School of Nursing, Huzhou University, Huzhou, ChinaGraduate School of Nursing, Huzhou University, Huzhou, ChinaGraduate School of Nursing, Huzhou University, Huzhou, ChinaDepartment of Oncology, Huzhou Cent Hospital, Affiliated Cent Hospital HuZhou University, Huzhou, ChinaObjectiveThis study aimed to characterize the tumor-infiltrating T cells in moderately differentiated colorectal cancer.MethodsUsing single-cell RNA sequencing data of isolated 1632 T cells from tumor tissue and 1252 T cells from the peripheral blood of CRC patients, unsupervised clustering analysis was performed to identify functionally distinct T cell populations, followed by correlations and ligand-receptor interactions across cell types. Finally, differential analysis of the tumor-infiltrating T cells between colon cancer and rectal cancer were carried out.ResultsA total of eight distinct T cell populations were identified from tumor tissue. Tumor-Treg showed a strong correlation with Th17 cells. CD8+TRM was positively correlated with CD8+IEL. Seven distinct T cell populations were identified from peripheral blood. There was a strong correlation between CD4+TN and CD4+blood-TCM. Colon cancer and rectal cancer showed differences in the composition of tumor-infiltrating T cell populations. Tumor-infiltrating CD8+IEL cells were found in rectal cancer but not in colon cancer, while CD8+ TN cells were found in the peripheral blood of colon cancer but not in that of rectal cancer. A larger number of tumor-infiltrating CD8+ Tex (88.94%) cells were found in the colon cancer than in the rectal cancer (11.06%). The T cells of the colon and rectal cancers showed changes in gene expression pattern.ConclusionsWe characterized the T cell populations in the CRC tumor tissue and peripheral blood.https://www.frontiersin.org/articles/10.3389/fimmu.2020.620196/fullcolon cancerrectal cancersingle-cell RNA sequencingtumor-infiltrating T cellsimmunotherapy
collection DOAJ
language English
format Article
sources DOAJ
author Xi Yang
Quan Qi
Yuefen Pan
Qing Zhou
Yinhang Wu
Jing Zhuang
Jiamin Xu
Mingyue Pan
Shuwen Han
spellingShingle Xi Yang
Quan Qi
Yuefen Pan
Qing Zhou
Yinhang Wu
Jing Zhuang
Jiamin Xu
Mingyue Pan
Shuwen Han
Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer
Frontiers in Immunology
colon cancer
rectal cancer
single-cell RNA sequencing
tumor-infiltrating T cells
immunotherapy
author_facet Xi Yang
Quan Qi
Yuefen Pan
Qing Zhou
Yinhang Wu
Jing Zhuang
Jiamin Xu
Mingyue Pan
Shuwen Han
author_sort Xi Yang
title Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer
title_short Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer
title_full Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer
title_fullStr Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer
title_full_unstemmed Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer
title_sort single-cell analysis reveals characterization of infiltrating t cells in moderately differentiated colorectal cancer
publisher Frontiers Media S.A.
series Frontiers in Immunology
issn 1664-3224
publishDate 2021-01-01
description ObjectiveThis study aimed to characterize the tumor-infiltrating T cells in moderately differentiated colorectal cancer.MethodsUsing single-cell RNA sequencing data of isolated 1632 T cells from tumor tissue and 1252 T cells from the peripheral blood of CRC patients, unsupervised clustering analysis was performed to identify functionally distinct T cell populations, followed by correlations and ligand-receptor interactions across cell types. Finally, differential analysis of the tumor-infiltrating T cells between colon cancer and rectal cancer were carried out.ResultsA total of eight distinct T cell populations were identified from tumor tissue. Tumor-Treg showed a strong correlation with Th17 cells. CD8+TRM was positively correlated with CD8+IEL. Seven distinct T cell populations were identified from peripheral blood. There was a strong correlation between CD4+TN and CD4+blood-TCM. Colon cancer and rectal cancer showed differences in the composition of tumor-infiltrating T cell populations. Tumor-infiltrating CD8+IEL cells were found in rectal cancer but not in colon cancer, while CD8+ TN cells were found in the peripheral blood of colon cancer but not in that of rectal cancer. A larger number of tumor-infiltrating CD8+ Tex (88.94%) cells were found in the colon cancer than in the rectal cancer (11.06%). The T cells of the colon and rectal cancers showed changes in gene expression pattern.ConclusionsWe characterized the T cell populations in the CRC tumor tissue and peripheral blood.
topic colon cancer
rectal cancer
single-cell RNA sequencing
tumor-infiltrating T cells
immunotherapy
url https://www.frontiersin.org/articles/10.3389/fimmu.2020.620196/full
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