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Prognostic stratification based on m(5)C regulators acts as a novel biomarker for immunotherapy in hepatocellular carcinoma
BACKGROUND: Immunotherapy is a promising anti-cancer strategy in hepatocellular carcinoma (HCC). However, a limited number of patients can benefit from it. There are currently no reliable biomarkers available to find the potential beneficiaries. Methylcytosine (m(5)C) is crucial in HCC, but its role...
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/PMC9505913/ https://www.ncbi.nlm.nih.gov/pubmed/36159831 http://dx.doi.org/10.3389/fimmu.2022.951529 |
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author | Liu, Ping Zhu, Ziqing Ma, Jiayao Wei, Le Han, Ying Shen, Edward Tan, Xiao Chen, Yihong Cai, Changjing Guo, Cao Peng, Yinghui Gao, Yan Liu, Yongting Huang, Qiaoqiao Gao, Le Li, Yin Jiang, Zhaohui Wu, Wantao Liu, Yihan Zeng, Shan Li, Wei Feng, Ziyang Shen, Hong |
author_facet | Liu, Ping Zhu, Ziqing Ma, Jiayao Wei, Le Han, Ying Shen, Edward Tan, Xiao Chen, Yihong Cai, Changjing Guo, Cao Peng, Yinghui Gao, Yan Liu, Yongting Huang, Qiaoqiao Gao, Le Li, Yin Jiang, Zhaohui Wu, Wantao Liu, Yihan Zeng, Shan Li, Wei Feng, Ziyang Shen, Hong |
author_sort | Liu, Ping |
collection | PubMed |
description | BACKGROUND: Immunotherapy is a promising anti-cancer strategy in hepatocellular carcinoma (HCC). However, a limited number of patients can benefit from it. There are currently no reliable biomarkers available to find the potential beneficiaries. Methylcytosine (m(5)C) is crucial in HCC, but its role in forecasting clinical responses to immunotherapy has not been fully clarified. METHODS: In this study, we analyzed 371 HCC patients from The Cancer Genome Atlas (TCGA) database and investigated the expression of 18 m(5)C regulators. We selected 6 differentially expressed genes (DEGs) to construct a prognostic risk model as well as 2 m(5)C-related diagnostic models. RESULTS: The 1-, 3-, and 5-year area under the curve (AUC) of m(5)C scores for the overall survival (OS) was 0.781/0.762/0.711, indicating the m(5)C score system had an ideal distinction of prognostic prediction for HCC. The survival analysis showed that patients with high-risk scores present a worse prognosis than the patients with low-risk scores (p< 0.0001). We got consistent results in 6 public cohorts and validated them in Xiangya real-world cohort by quantitative real-time PCR and immunohistochemical (IHC) assays. The high-m(5)C score group was predicted to be in an immune evasion state and showed low sensitivity to immunotherapy, but high sensitivity to chemotherapy and potential targeted drugs and agents, such as sepantronium bromide (YM-155), axitinib, vinblastine and docetaxel. Meanwhile, we also constructed two diagnostic models to distinguish HCC tumors from normal liver tissues or liver cirrhosis. CONCLUSION: In conclusion, our study helps to early screen HCC patients and select patients who can benefit from immunotherapy. Step forwardly, for the less likely beneficiaries, this study provides them with new potential targeted drugs and agents for choice to improve their prognosis. |
format | Online Article Text |
id | pubmed-9505913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95059132022-09-24 Prognostic stratification based on m(5)C regulators acts as a novel biomarker for immunotherapy in hepatocellular carcinoma Liu, Ping Zhu, Ziqing Ma, Jiayao Wei, Le Han, Ying Shen, Edward Tan, Xiao Chen, Yihong Cai, Changjing Guo, Cao Peng, Yinghui Gao, Yan Liu, Yongting Huang, Qiaoqiao Gao, Le Li, Yin Jiang, Zhaohui Wu, Wantao Liu, Yihan Zeng, Shan Li, Wei Feng, Ziyang Shen, Hong Front Immunol Immunology BACKGROUND: Immunotherapy is a promising anti-cancer strategy in hepatocellular carcinoma (HCC). However, a limited number of patients can benefit from it. There are currently no reliable biomarkers available to find the potential beneficiaries. Methylcytosine (m(5)C) is crucial in HCC, but its role in forecasting clinical responses to immunotherapy has not been fully clarified. METHODS: In this study, we analyzed 371 HCC patients from The Cancer Genome Atlas (TCGA) database and investigated the expression of 18 m(5)C regulators. We selected 6 differentially expressed genes (DEGs) to construct a prognostic risk model as well as 2 m(5)C-related diagnostic models. RESULTS: The 1-, 3-, and 5-year area under the curve (AUC) of m(5)C scores for the overall survival (OS) was 0.781/0.762/0.711, indicating the m(5)C score system had an ideal distinction of prognostic prediction for HCC. The survival analysis showed that patients with high-risk scores present a worse prognosis than the patients with low-risk scores (p< 0.0001). We got consistent results in 6 public cohorts and validated them in Xiangya real-world cohort by quantitative real-time PCR and immunohistochemical (IHC) assays. The high-m(5)C score group was predicted to be in an immune evasion state and showed low sensitivity to immunotherapy, but high sensitivity to chemotherapy and potential targeted drugs and agents, such as sepantronium bromide (YM-155), axitinib, vinblastine and docetaxel. Meanwhile, we also constructed two diagnostic models to distinguish HCC tumors from normal liver tissues or liver cirrhosis. CONCLUSION: In conclusion, our study helps to early screen HCC patients and select patients who can benefit from immunotherapy. Step forwardly, for the less likely beneficiaries, this study provides them with new potential targeted drugs and agents for choice to improve their prognosis. Frontiers Media S.A. 2022-09-09 /pmc/articles/PMC9505913/ /pubmed/36159831 http://dx.doi.org/10.3389/fimmu.2022.951529 Text en Copyright © 2022 Liu, Zhu, Ma, Wei, Han, Shen, Tan, Chen, Cai, Guo, Peng, Gao, Liu, Huang, Gao, Li, Jiang, Wu, Liu, Zeng, Li, Feng and Shen 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 Liu, Ping Zhu, Ziqing Ma, Jiayao Wei, Le Han, Ying Shen, Edward Tan, Xiao Chen, Yihong Cai, Changjing Guo, Cao Peng, Yinghui Gao, Yan Liu, Yongting Huang, Qiaoqiao Gao, Le Li, Yin Jiang, Zhaohui Wu, Wantao Liu, Yihan Zeng, Shan Li, Wei Feng, Ziyang Shen, Hong Prognostic stratification based on m(5)C regulators acts as a novel biomarker for immunotherapy in hepatocellular carcinoma |
title | Prognostic stratification based on m(5)C regulators acts as a novel biomarker for immunotherapy in hepatocellular carcinoma |
title_full | Prognostic stratification based on m(5)C regulators acts as a novel biomarker for immunotherapy in hepatocellular carcinoma |
title_fullStr | Prognostic stratification based on m(5)C regulators acts as a novel biomarker for immunotherapy in hepatocellular carcinoma |
title_full_unstemmed | Prognostic stratification based on m(5)C regulators acts as a novel biomarker for immunotherapy in hepatocellular carcinoma |
title_short | Prognostic stratification based on m(5)C regulators acts as a novel biomarker for immunotherapy in hepatocellular carcinoma |
title_sort | prognostic stratification based on m(5)c regulators acts as a novel biomarker for immunotherapy in hepatocellular carcinoma |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9505913/ https://www.ncbi.nlm.nih.gov/pubmed/36159831 http://dx.doi.org/10.3389/fimmu.2022.951529 |
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