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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2023
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.
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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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