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Single cell sequencing revealed the mechanism of PD-1 resistance affected by the expression profile of peripheral blood immune cells in ESCC
BACKGROUND: Esophageal squamous carcinoma (ESCC) is a highly lethal malignancy with poor prognosis. The effect of transcriptome characteristics of patient immune microenvironment (TME) on the efficacy of immunosuppressive agents is still poorly understood. METHODS: Here we extracted and isolated imm...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712746/ https://www.ncbi.nlm.nih.gov/pubmed/36466860 http://dx.doi.org/10.3389/fimmu.2022.1004345 |
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author | Deng, Ting Wang, Huiya Yang, Changliang Zuo, Mengsi Ji, Zhi Bai, Ming Ning, Tao Liu, Rui Wang, Junyi Ge, Shaohua Zhang, Le Ba, Yi Zhang, Haiyang |
author_facet | Deng, Ting Wang, Huiya Yang, Changliang Zuo, Mengsi Ji, Zhi Bai, Ming Ning, Tao Liu, Rui Wang, Junyi Ge, Shaohua Zhang, Le Ba, Yi Zhang, Haiyang |
author_sort | Deng, Ting |
collection | PubMed |
description | BACKGROUND: Esophageal squamous carcinoma (ESCC) is a highly lethal malignancy with poor prognosis. The effect of transcriptome characteristics of patient immune microenvironment (TME) on the efficacy of immunosuppressive agents is still poorly understood. METHODS: Here we extracted and isolated immune cells from peripheral blood of patients with PD-1 monoclonal antibody sensitivity and resistance, and conducted deep single-cell RNA sequencing to describe the baseline landscape of the composition, lineage, and functional status of infiltrating immune cells in peripheral blood of patients with esophageal cancer. RESULTS: The transcriptome characteristics of immune cells were comprehensively analyzed, and the dynamic changes of cell percentage, heterogeneity of cell subtypes and interactions between cells were explained. Co-expression and pedigree tracking based on T-cell antigen receptors revealed a significant proportion of highly migratory intertissue-effector T cells. GO and KEGG enrichment pathway Analysis of CD8(+) effect-T cells ESCC_S group and ESCC_D1,2 group, found that in the up-regulated enrichment pathway, ESCC_S group enriched more PD-L1 and PD-1 checkpoint pathways expressed in tumors (JUN/NFKBIA/FOS/KRAS/IFNG), which also exist in T cell receptor signaling pathways. MT2A, MT1X and MT1E were differentially expressed in ESCC patients with PD-1 monoclonal antibody resistance, which may be related to the resistance of PD-1 mMAB. CONCLUSIONS: This study has an in-depth understanding of the influence of peripheral immune cell infiltration on the sensitivity of monoclonal antibody PD-1 in patients with esophageal cancer, which is helpful to promote the immunotherapy of patients with esophageal cancer. |
format | Online Article Text |
id | pubmed-9712746 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97127462022-12-02 Single cell sequencing revealed the mechanism of PD-1 resistance affected by the expression profile of peripheral blood immune cells in ESCC Deng, Ting Wang, Huiya Yang, Changliang Zuo, Mengsi Ji, Zhi Bai, Ming Ning, Tao Liu, Rui Wang, Junyi Ge, Shaohua Zhang, Le Ba, Yi Zhang, Haiyang Front Immunol Immunology BACKGROUND: Esophageal squamous carcinoma (ESCC) is a highly lethal malignancy with poor prognosis. The effect of transcriptome characteristics of patient immune microenvironment (TME) on the efficacy of immunosuppressive agents is still poorly understood. METHODS: Here we extracted and isolated immune cells from peripheral blood of patients with PD-1 monoclonal antibody sensitivity and resistance, and conducted deep single-cell RNA sequencing to describe the baseline landscape of the composition, lineage, and functional status of infiltrating immune cells in peripheral blood of patients with esophageal cancer. RESULTS: The transcriptome characteristics of immune cells were comprehensively analyzed, and the dynamic changes of cell percentage, heterogeneity of cell subtypes and interactions between cells were explained. Co-expression and pedigree tracking based on T-cell antigen receptors revealed a significant proportion of highly migratory intertissue-effector T cells. GO and KEGG enrichment pathway Analysis of CD8(+) effect-T cells ESCC_S group and ESCC_D1,2 group, found that in the up-regulated enrichment pathway, ESCC_S group enriched more PD-L1 and PD-1 checkpoint pathways expressed in tumors (JUN/NFKBIA/FOS/KRAS/IFNG), which also exist in T cell receptor signaling pathways. MT2A, MT1X and MT1E were differentially expressed in ESCC patients with PD-1 monoclonal antibody resistance, which may be related to the resistance of PD-1 mMAB. CONCLUSIONS: This study has an in-depth understanding of the influence of peripheral immune cell infiltration on the sensitivity of monoclonal antibody PD-1 in patients with esophageal cancer, which is helpful to promote the immunotherapy of patients with esophageal cancer. Frontiers Media S.A. 2022-11-17 /pmc/articles/PMC9712746/ /pubmed/36466860 http://dx.doi.org/10.3389/fimmu.2022.1004345 Text en Copyright © 2022 Deng, Wang, Yang, Zuo, Ji, Bai, Ning, Liu, Wang, Ge, Zhang, Ba and Zhang 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 Deng, Ting Wang, Huiya Yang, Changliang Zuo, Mengsi Ji, Zhi Bai, Ming Ning, Tao Liu, Rui Wang, Junyi Ge, Shaohua Zhang, Le Ba, Yi Zhang, Haiyang Single cell sequencing revealed the mechanism of PD-1 resistance affected by the expression profile of peripheral blood immune cells in ESCC |
title | Single cell sequencing revealed the mechanism of PD-1 resistance affected by the expression profile of peripheral blood immune cells in ESCC |
title_full | Single cell sequencing revealed the mechanism of PD-1 resistance affected by the expression profile of peripheral blood immune cells in ESCC |
title_fullStr | Single cell sequencing revealed the mechanism of PD-1 resistance affected by the expression profile of peripheral blood immune cells in ESCC |
title_full_unstemmed | Single cell sequencing revealed the mechanism of PD-1 resistance affected by the expression profile of peripheral blood immune cells in ESCC |
title_short | Single cell sequencing revealed the mechanism of PD-1 resistance affected by the expression profile of peripheral blood immune cells in ESCC |
title_sort | single cell sequencing revealed the mechanism of pd-1 resistance affected by the expression profile of peripheral blood immune cells in escc |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712746/ https://www.ncbi.nlm.nih.gov/pubmed/36466860 http://dx.doi.org/10.3389/fimmu.2022.1004345 |
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