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Nalidixic acid potentiates the antitumor activity in sorafenib-resistant hepatocellular carcinoma via the tumor immune microenvironment analysis
Sorafenib resistance is often developed and impedes the benefits of clinical therapy in hepatocellular carcinoma (HCC) patients. However, the relationship between sorafenib resistance and tumor immune environment and adjuvant drugs for sorafenib-resistant HCC are not systemically identified. This st...
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/PMC9441713/ https://www.ncbi.nlm.nih.gov/pubmed/36071851 http://dx.doi.org/10.3389/fphar.2022.952482 |
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author | Liu, Zhi-Yong Zhang, Dan-Ying Lin, Xia-Hui Sun, Jia-Lei Abuduwaili, Weinire Zhang, Guang-Cong Xu, Ru-Chen Wang, Fu Yu, Xiang-Nan Shi, Xuan Deng, Bin Dong, Ling Weng, Shu-Qiang Zhu, Ji-Min Shen, Xi-Zhong Liu, Tao-Tao |
author_facet | Liu, Zhi-Yong Zhang, Dan-Ying Lin, Xia-Hui Sun, Jia-Lei Abuduwaili, Weinire Zhang, Guang-Cong Xu, Ru-Chen Wang, Fu Yu, Xiang-Nan Shi, Xuan Deng, Bin Dong, Ling Weng, Shu-Qiang Zhu, Ji-Min Shen, Xi-Zhong Liu, Tao-Tao |
author_sort | Liu, Zhi-Yong |
collection | PubMed |
description | Sorafenib resistance is often developed and impedes the benefits of clinical therapy in hepatocellular carcinoma (HCC) patients. However, the relationship between sorafenib resistance and tumor immune environment and adjuvant drugs for sorafenib-resistant HCC are not systemically identified. This study first analyzed the expression profiles of sorafenib-resistant HCC cells to explore immune cell infiltration levels and differentially expressed immune-related genes (DEIRGs). The prognostic value of DEIRGs was analyzed using Cox regression and Kaplan–Meier analysis based on The Cancer Genome Atlas. The primary immune cells infiltrated in sorafenib-resistant HCC mice were explored using flow cytometry (FCM). Finally, small-molecule drugs for sorafenib-resistant HCC treatment were screened and validated by experiments. The CIBERSORT algorithm and mice model showed that macrophages and neutrophils are highly infiltrated, while CD8(+) T cells are downregulated in sorafenib-resistant HCC. Totally, 34 DEIRGs were obtained from sorafenib-resistant and control groups, which were highly enriched in immune-associated biological processes and pathways. NR6A1, CXCL5, C3, and TGFB1 were further identified as prognostic markers for HCC patients. Finally, nalidixic acid was identified as a promising antagonist for sorafenib-resistant HCC treatment. Collectively, our study reveals the tumor immune microenvironment changes and explores a promising adjuvant drug to overcome sorafenib resistance in HCC. |
format | Online Article Text |
id | pubmed-9441713 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94417132022-09-06 Nalidixic acid potentiates the antitumor activity in sorafenib-resistant hepatocellular carcinoma via the tumor immune microenvironment analysis Liu, Zhi-Yong Zhang, Dan-Ying Lin, Xia-Hui Sun, Jia-Lei Abuduwaili, Weinire Zhang, Guang-Cong Xu, Ru-Chen Wang, Fu Yu, Xiang-Nan Shi, Xuan Deng, Bin Dong, Ling Weng, Shu-Qiang Zhu, Ji-Min Shen, Xi-Zhong Liu, Tao-Tao Front Pharmacol Pharmacology Sorafenib resistance is often developed and impedes the benefits of clinical therapy in hepatocellular carcinoma (HCC) patients. However, the relationship between sorafenib resistance and tumor immune environment and adjuvant drugs for sorafenib-resistant HCC are not systemically identified. This study first analyzed the expression profiles of sorafenib-resistant HCC cells to explore immune cell infiltration levels and differentially expressed immune-related genes (DEIRGs). The prognostic value of DEIRGs was analyzed using Cox regression and Kaplan–Meier analysis based on The Cancer Genome Atlas. The primary immune cells infiltrated in sorafenib-resistant HCC mice were explored using flow cytometry (FCM). Finally, small-molecule drugs for sorafenib-resistant HCC treatment were screened and validated by experiments. The CIBERSORT algorithm and mice model showed that macrophages and neutrophils are highly infiltrated, while CD8(+) T cells are downregulated in sorafenib-resistant HCC. Totally, 34 DEIRGs were obtained from sorafenib-resistant and control groups, which were highly enriched in immune-associated biological processes and pathways. NR6A1, CXCL5, C3, and TGFB1 were further identified as prognostic markers for HCC patients. Finally, nalidixic acid was identified as a promising antagonist for sorafenib-resistant HCC treatment. Collectively, our study reveals the tumor immune microenvironment changes and explores a promising adjuvant drug to overcome sorafenib resistance in HCC. Frontiers Media S.A. 2022-08-22 /pmc/articles/PMC9441713/ /pubmed/36071851 http://dx.doi.org/10.3389/fphar.2022.952482 Text en Copyright © 2022 Liu, Zhang, Lin, Sun, Abuduwaili, Zhang, Xu, Wang, Yu, Shi, Deng, Dong, Weng, Zhu, Shen and Liu. 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 | Pharmacology Liu, Zhi-Yong Zhang, Dan-Ying Lin, Xia-Hui Sun, Jia-Lei Abuduwaili, Weinire Zhang, Guang-Cong Xu, Ru-Chen Wang, Fu Yu, Xiang-Nan Shi, Xuan Deng, Bin Dong, Ling Weng, Shu-Qiang Zhu, Ji-Min Shen, Xi-Zhong Liu, Tao-Tao Nalidixic acid potentiates the antitumor activity in sorafenib-resistant hepatocellular carcinoma via the tumor immune microenvironment analysis |
title | Nalidixic acid potentiates the antitumor activity in sorafenib-resistant hepatocellular carcinoma via the tumor immune microenvironment analysis |
title_full | Nalidixic acid potentiates the antitumor activity in sorafenib-resistant hepatocellular carcinoma via the tumor immune microenvironment analysis |
title_fullStr | Nalidixic acid potentiates the antitumor activity in sorafenib-resistant hepatocellular carcinoma via the tumor immune microenvironment analysis |
title_full_unstemmed | Nalidixic acid potentiates the antitumor activity in sorafenib-resistant hepatocellular carcinoma via the tumor immune microenvironment analysis |
title_short | Nalidixic acid potentiates the antitumor activity in sorafenib-resistant hepatocellular carcinoma via the tumor immune microenvironment analysis |
title_sort | nalidixic acid potentiates the antitumor activity in sorafenib-resistant hepatocellular carcinoma via the tumor immune microenvironment analysis |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9441713/ https://www.ncbi.nlm.nih.gov/pubmed/36071851 http://dx.doi.org/10.3389/fphar.2022.952482 |
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