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Identification of the relationship between single-cell N6-methyladenosine regulators and the infiltrating immune cells in esophageal carcinoma
BACKGROUND: N6-methyladenosine (m(6)A) RNA methylation plays a crucial role in important genomic processes in a variety of malignancies. However, the characterization of m(6)A with infiltrating immune cells in the tumor microenvironment (TME) in esophageal squamous carcinoma (ESCC) remains unknown....
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10388170/ https://www.ncbi.nlm.nih.gov/pubmed/37529341 http://dx.doi.org/10.1016/j.heliyon.2023.e18132 |
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author | Bian, Yunyi Bi, Guoshu Shan, Guangyao Liang, Jiaqi Yao, Guangyu Sui, Qihai Hu, Zhengyang Zhan, Cheng Chen, Zhencong Wang, Qun |
author_facet | Bian, Yunyi Bi, Guoshu Shan, Guangyao Liang, Jiaqi Yao, Guangyu Sui, Qihai Hu, Zhengyang Zhan, Cheng Chen, Zhencong Wang, Qun |
author_sort | Bian, Yunyi |
collection | PubMed |
description | BACKGROUND: N6-methyladenosine (m(6)A) RNA methylation plays a crucial role in important genomic processes in a variety of malignancies. However, the characterization of m(6)A with infiltrating immune cells in the tumor microenvironment (TME) in esophageal squamous carcinoma (ESCC) remains unknown. METHODS: The single-cell transcriptome data from five ESCC patients in our hospital were analyzed, and TME clusters associated with prognosis and immune checkpoint genes were investigated. Cell isolation and qPCR were conducted to validate the gene characterization in different cells. RESULTS: According to distinct biological processes and marker genes, macrophages, T cells, and B cells clustered into three to four different subgroups. In addition, we demonstrated that m(6)A RNA methylation regulators were strongly related to the clinical and biological features of ESCC. Analysis of transcriptome data revealed that m(6)A-mediated TME cell subsets had high predictive value and showed a close relationship with immune checkpoint genes. The validation results from qPCR demonstrated the characteristics of essential genes. CellChat analysis revealed that RNA from TME cells m(6)A methylation-associated cell subtypes had substantial and diversified interactions with cancer cells. Further investigation revealed that MIF- (CD74+CXCR4) and MIF- (CD74(+)CD44) ligand-receptor pairings facilitated communication between m(6)A-associated subtypes of TME cells and cancer cells. CONCLUSION: Overall, our study demonstrated for the first time the function of m(6)A methylation-mediated intercellular communication in the microenvironment of tumors in controlling tumor development and anti-tumor immune regulation in ESCC. |
format | Online Article Text |
id | pubmed-10388170 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-103881702023-08-01 Identification of the relationship between single-cell N6-methyladenosine regulators and the infiltrating immune cells in esophageal carcinoma Bian, Yunyi Bi, Guoshu Shan, Guangyao Liang, Jiaqi Yao, Guangyu Sui, Qihai Hu, Zhengyang Zhan, Cheng Chen, Zhencong Wang, Qun Heliyon Research Article BACKGROUND: N6-methyladenosine (m(6)A) RNA methylation plays a crucial role in important genomic processes in a variety of malignancies. However, the characterization of m(6)A with infiltrating immune cells in the tumor microenvironment (TME) in esophageal squamous carcinoma (ESCC) remains unknown. METHODS: The single-cell transcriptome data from five ESCC patients in our hospital were analyzed, and TME clusters associated with prognosis and immune checkpoint genes were investigated. Cell isolation and qPCR were conducted to validate the gene characterization in different cells. RESULTS: According to distinct biological processes and marker genes, macrophages, T cells, and B cells clustered into three to four different subgroups. In addition, we demonstrated that m(6)A RNA methylation regulators were strongly related to the clinical and biological features of ESCC. Analysis of transcriptome data revealed that m(6)A-mediated TME cell subsets had high predictive value and showed a close relationship with immune checkpoint genes. The validation results from qPCR demonstrated the characteristics of essential genes. CellChat analysis revealed that RNA from TME cells m(6)A methylation-associated cell subtypes had substantial and diversified interactions with cancer cells. Further investigation revealed that MIF- (CD74+CXCR4) and MIF- (CD74(+)CD44) ligand-receptor pairings facilitated communication between m(6)A-associated subtypes of TME cells and cancer cells. CONCLUSION: Overall, our study demonstrated for the first time the function of m(6)A methylation-mediated intercellular communication in the microenvironment of tumors in controlling tumor development and anti-tumor immune regulation in ESCC. Elsevier 2023-07-13 /pmc/articles/PMC10388170/ /pubmed/37529341 http://dx.doi.org/10.1016/j.heliyon.2023.e18132 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 Bian, Yunyi Bi, Guoshu Shan, Guangyao Liang, Jiaqi Yao, Guangyu Sui, Qihai Hu, Zhengyang Zhan, Cheng Chen, Zhencong Wang, Qun Identification of the relationship between single-cell N6-methyladenosine regulators and the infiltrating immune cells in esophageal carcinoma |
title | Identification of the relationship between single-cell N6-methyladenosine regulators and the infiltrating immune cells in esophageal carcinoma |
title_full | Identification of the relationship between single-cell N6-methyladenosine regulators and the infiltrating immune cells in esophageal carcinoma |
title_fullStr | Identification of the relationship between single-cell N6-methyladenosine regulators and the infiltrating immune cells in esophageal carcinoma |
title_full_unstemmed | Identification of the relationship between single-cell N6-methyladenosine regulators and the infiltrating immune cells in esophageal carcinoma |
title_short | Identification of the relationship between single-cell N6-methyladenosine regulators and the infiltrating immune cells in esophageal carcinoma |
title_sort | identification of the relationship between single-cell n6-methyladenosine regulators and the infiltrating immune cells in esophageal carcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10388170/ https://www.ncbi.nlm.nih.gov/pubmed/37529341 http://dx.doi.org/10.1016/j.heliyon.2023.e18132 |
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