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Histone deacetylase-mediated tumor microenvironment characteristics and synergistic immunotherapy in gastric cancer
Background: Studies have shown that the expression of histone deacetylases (HDACs) is significantly related to the tumor microenvironment (TME) in gastric cancer. However, the expression of a single molecule or several molecules does not accurately reflect the TME characteristics or guide immunother...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10465215/ https://www.ncbi.nlm.nih.gov/pubmed/37649598 http://dx.doi.org/10.7150/thno.86928 |
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author | Lin, Yilin Jing, Xiangxiang Chen, Zhihua Pan, Xiaoxian Xu, Duo Yu, Xiang Zhong, Fengyun Zhao, Long Yang, Changjiang Wang, Bo Wang, Shan Ye, Yingjiang Shen, Zhanlong |
author_facet | Lin, Yilin Jing, Xiangxiang Chen, Zhihua Pan, Xiaoxian Xu, Duo Yu, Xiang Zhong, Fengyun Zhao, Long Yang, Changjiang Wang, Bo Wang, Shan Ye, Yingjiang Shen, Zhanlong |
author_sort | Lin, Yilin |
collection | PubMed |
description | Background: Studies have shown that the expression of histone deacetylases (HDACs) is significantly related to the tumor microenvironment (TME) in gastric cancer. However, the expression of a single molecule or several molecules does not accurately reflect the TME characteristics or guide immunotherapy in gastric cancer. Methods: We constructed an HDAC score (HDS) based on the expression level of HDACs. The single-cell transcriptome was used to analyze the underlying factors contributing to differences in immune infiltration between patients with a high and low HDS. In vitro and in vivo experiments validated the strategy of transforming cold tumors into hot tumors to guide immunotherapy. Results: According to the expression characteristics of HDACs, we constructed an HDS model to characterize the TME. We found that patients with a high HDS had stronger immunogenicity and could benefit more from immunotherapy than those with a low score. The AUC value of the HDS combined with the combined positive score (CPS)for predicting the efficacy of immunotherapy was as high as 0.96. By single-cell and paired bulk transcriptome sequencing analysis, we found that the infiltration levels of CD4(+) T cells, CD8(+) T cells and NK cells were significantly decreased in the low HDS group, which may be induced by MYH11(+) fibroblasts, CD234(+) endothelial cells and CCL17(+) pDCs via the MIF signaling pathway. Inhibition of the MIF signaling pathway was confirmed to potentially enhance immune infiltration. In addition, our analysis revealed that GPX4 inhibitors might be effective for patients with a low HDS. GPX4 knockout significantly inhibited PD-L1 expression and promoted the infiltration and activation of CD8(+) T cells. Conclusion: We constructed an HDS model based on the HDAC expression characteristics of gastric cancer. This model was used to evaluate TME characteristics and predict immunotherapy efficacy. Inhibition of the MIF signaling pathway in the TME and GPX4 expression in tumor cells may be an important strategy for cold tumor synergistic immunotherapy for gastric cancer. |
format | Online Article Text |
id | pubmed-10465215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-104652152023-08-30 Histone deacetylase-mediated tumor microenvironment characteristics and synergistic immunotherapy in gastric cancer Lin, Yilin Jing, Xiangxiang Chen, Zhihua Pan, Xiaoxian Xu, Duo Yu, Xiang Zhong, Fengyun Zhao, Long Yang, Changjiang Wang, Bo Wang, Shan Ye, Yingjiang Shen, Zhanlong Theranostics Research Paper Background: Studies have shown that the expression of histone deacetylases (HDACs) is significantly related to the tumor microenvironment (TME) in gastric cancer. However, the expression of a single molecule or several molecules does not accurately reflect the TME characteristics or guide immunotherapy in gastric cancer. Methods: We constructed an HDAC score (HDS) based on the expression level of HDACs. The single-cell transcriptome was used to analyze the underlying factors contributing to differences in immune infiltration between patients with a high and low HDS. In vitro and in vivo experiments validated the strategy of transforming cold tumors into hot tumors to guide immunotherapy. Results: According to the expression characteristics of HDACs, we constructed an HDS model to characterize the TME. We found that patients with a high HDS had stronger immunogenicity and could benefit more from immunotherapy than those with a low score. The AUC value of the HDS combined with the combined positive score (CPS)for predicting the efficacy of immunotherapy was as high as 0.96. By single-cell and paired bulk transcriptome sequencing analysis, we found that the infiltration levels of CD4(+) T cells, CD8(+) T cells and NK cells were significantly decreased in the low HDS group, which may be induced by MYH11(+) fibroblasts, CD234(+) endothelial cells and CCL17(+) pDCs via the MIF signaling pathway. Inhibition of the MIF signaling pathway was confirmed to potentially enhance immune infiltration. In addition, our analysis revealed that GPX4 inhibitors might be effective for patients with a low HDS. GPX4 knockout significantly inhibited PD-L1 expression and promoted the infiltration and activation of CD8(+) T cells. Conclusion: We constructed an HDS model based on the HDAC expression characteristics of gastric cancer. This model was used to evaluate TME characteristics and predict immunotherapy efficacy. Inhibition of the MIF signaling pathway in the TME and GPX4 expression in tumor cells may be an important strategy for cold tumor synergistic immunotherapy for gastric cancer. Ivyspring International Publisher 2023-08-18 /pmc/articles/PMC10465215/ /pubmed/37649598 http://dx.doi.org/10.7150/thno.86928 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Lin, Yilin Jing, Xiangxiang Chen, Zhihua Pan, Xiaoxian Xu, Duo Yu, Xiang Zhong, Fengyun Zhao, Long Yang, Changjiang Wang, Bo Wang, Shan Ye, Yingjiang Shen, Zhanlong Histone deacetylase-mediated tumor microenvironment characteristics and synergistic immunotherapy in gastric cancer |
title | Histone deacetylase-mediated tumor microenvironment characteristics and synergistic immunotherapy in gastric cancer |
title_full | Histone deacetylase-mediated tumor microenvironment characteristics and synergistic immunotherapy in gastric cancer |
title_fullStr | Histone deacetylase-mediated tumor microenvironment characteristics and synergistic immunotherapy in gastric cancer |
title_full_unstemmed | Histone deacetylase-mediated tumor microenvironment characteristics and synergistic immunotherapy in gastric cancer |
title_short | Histone deacetylase-mediated tumor microenvironment characteristics and synergistic immunotherapy in gastric cancer |
title_sort | histone deacetylase-mediated tumor microenvironment characteristics and synergistic immunotherapy in gastric cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10465215/ https://www.ncbi.nlm.nih.gov/pubmed/37649598 http://dx.doi.org/10.7150/thno.86928 |
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