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Single-cell transcriptome analysis revealed the immune profile of PD-1 blockade in gallbladder carcinoma liver metastasis
Gallbladder carcinoma is the most common cancer of the biliary tract, and the immune checkpoint blockade showed promising efficacy in the treatment of advanced gallbladder carcinoma. However, the underlying mechanisms remain unknown. METHODS: Single-cell RNA sequencing was used to reveal immune cell...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Lippincott Williams & Wilkins
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10109134/ https://www.ncbi.nlm.nih.gov/pubmed/37058121 http://dx.doi.org/10.1097/HC9.0000000000000131 |
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author | Xie, Lin Ning, Zhouyu Hua, Yongqiang Wang, Peng Meng, Zhiqiang |
author_facet | Xie, Lin Ning, Zhouyu Hua, Yongqiang Wang, Peng Meng, Zhiqiang |
author_sort | Xie, Lin |
collection | PubMed |
description | Gallbladder carcinoma is the most common cancer of the biliary tract, and the immune checkpoint blockade showed promising efficacy in the treatment of advanced gallbladder carcinoma. However, the underlying mechanisms remain unknown. METHODS: Single-cell RNA sequencing was used to reveal immune cell dynamics in an anti-PD-1 responder with gallbladder carcinoma liver metastases. Gene set variation analysis, pseudotime analysis, single-cell regulatory network inference and clustering analysis, and CellChat analysis were used to identify the functions of each cell cluster. Immunohistochemistry and multicolored immunohistochemistry analysis were applied to confirm the intratumoral cell types, and the prognostic value of CXCL13+CD8+T cells in patients with gallbladder carcinoma liver metastases with immunotherapy was evaluated. Four biliary tract carcinoma and 3 immunotherapy bulk RNA-seq datasets were analyzed to investigate the prognostic value of CXCL13+CD8+T cells and SPP1+TAMs. RESULT: A total of 19,648 high-quality single-cell transcriptome data were obtained from liver metastasis before and after aPD-1 therapy. We discovered improved cytotoxic activity in CD8+T cells and enhanced proinflammatory phenotypes in myeloid cells. The identified SPP1+TAMs were related to poor prognosis. The increased effector/memory T cells represented characteristics similar to exhausted T cells in transitory status after aPD-1therapy, which may play a crucial role in the antitumor immune response. We further revealed that CXCL13+T cells in a high subtype of biliary tract carcinoma were characterized as a ‘hot tumor’ profile with high immune scores, correlated to the immunostimulatory context with favorable survival, and can predict effective responses to immunotherapy. CONCLUSIONS: Our study provided an overview of immune cell dynamics in gallbladder carcinoma liver metastases after aPD-1 treatment and highlighted the importance of CXCL13+T cells in biliary tract carcinoma and effective responses to immunotherapy, which would advance the understanding and treatment of the disease. |
format | Online Article Text |
id | pubmed-10109134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-101091342023-04-18 Single-cell transcriptome analysis revealed the immune profile of PD-1 blockade in gallbladder carcinoma liver metastasis Xie, Lin Ning, Zhouyu Hua, Yongqiang Wang, Peng Meng, Zhiqiang Hepatol Commun Original Article Gallbladder carcinoma is the most common cancer of the biliary tract, and the immune checkpoint blockade showed promising efficacy in the treatment of advanced gallbladder carcinoma. However, the underlying mechanisms remain unknown. METHODS: Single-cell RNA sequencing was used to reveal immune cell dynamics in an anti-PD-1 responder with gallbladder carcinoma liver metastases. Gene set variation analysis, pseudotime analysis, single-cell regulatory network inference and clustering analysis, and CellChat analysis were used to identify the functions of each cell cluster. Immunohistochemistry and multicolored immunohistochemistry analysis were applied to confirm the intratumoral cell types, and the prognostic value of CXCL13+CD8+T cells in patients with gallbladder carcinoma liver metastases with immunotherapy was evaluated. Four biliary tract carcinoma and 3 immunotherapy bulk RNA-seq datasets were analyzed to investigate the prognostic value of CXCL13+CD8+T cells and SPP1+TAMs. RESULT: A total of 19,648 high-quality single-cell transcriptome data were obtained from liver metastasis before and after aPD-1 therapy. We discovered improved cytotoxic activity in CD8+T cells and enhanced proinflammatory phenotypes in myeloid cells. The identified SPP1+TAMs were related to poor prognosis. The increased effector/memory T cells represented characteristics similar to exhausted T cells in transitory status after aPD-1therapy, which may play a crucial role in the antitumor immune response. We further revealed that CXCL13+T cells in a high subtype of biliary tract carcinoma were characterized as a ‘hot tumor’ profile with high immune scores, correlated to the immunostimulatory context with favorable survival, and can predict effective responses to immunotherapy. CONCLUSIONS: Our study provided an overview of immune cell dynamics in gallbladder carcinoma liver metastases after aPD-1 treatment and highlighted the importance of CXCL13+T cells in biliary tract carcinoma and effective responses to immunotherapy, which would advance the understanding and treatment of the disease. Lippincott Williams & Wilkins 2023-04-14 /pmc/articles/PMC10109134/ /pubmed/37058121 http://dx.doi.org/10.1097/HC9.0000000000000131 Text en Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Original Article Xie, Lin Ning, Zhouyu Hua, Yongqiang Wang, Peng Meng, Zhiqiang Single-cell transcriptome analysis revealed the immune profile of PD-1 blockade in gallbladder carcinoma liver metastasis |
title | Single-cell transcriptome analysis revealed the immune profile of PD-1 blockade in gallbladder carcinoma liver metastasis |
title_full | Single-cell transcriptome analysis revealed the immune profile of PD-1 blockade in gallbladder carcinoma liver metastasis |
title_fullStr | Single-cell transcriptome analysis revealed the immune profile of PD-1 blockade in gallbladder carcinoma liver metastasis |
title_full_unstemmed | Single-cell transcriptome analysis revealed the immune profile of PD-1 blockade in gallbladder carcinoma liver metastasis |
title_short | Single-cell transcriptome analysis revealed the immune profile of PD-1 blockade in gallbladder carcinoma liver metastasis |
title_sort | single-cell transcriptome analysis revealed the immune profile of pd-1 blockade in gallbladder carcinoma liver metastasis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10109134/ https://www.ncbi.nlm.nih.gov/pubmed/37058121 http://dx.doi.org/10.1097/HC9.0000000000000131 |
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