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Integrated Analysis Reveals the Potential Significance of HDAC Family Genes in Lung Adenocarcinoma

Histone deacetylases comprise a family of 18 genes, and classical HDACs are a promising class of novel anticancer drug targets. However, to date, no systematic study has been comprehensive to reveal the potential significance of these 18 genes in lung adenocarcinoma (LUAD). Here, we used a systemati...

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Autores principales: Song, Congkuan, Lin, Weichen, Meng, Heng, Li, Ning, Geng, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9441483/
https://www.ncbi.nlm.nih.gov/pubmed/36072664
http://dx.doi.org/10.3389/fgene.2022.862977
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author Song, Congkuan
Lin, Weichen
Meng, Heng
Li, Ning
Geng, Qing
author_facet Song, Congkuan
Lin, Weichen
Meng, Heng
Li, Ning
Geng, Qing
author_sort Song, Congkuan
collection PubMed
description Histone deacetylases comprise a family of 18 genes, and classical HDACs are a promising class of novel anticancer drug targets. However, to date, no systematic study has been comprehensive to reveal the potential significance of these 18 genes in lung adenocarcinoma (LUAD). Here, we used a systematic bioinformatics approach to comprehensively describe the biological characteristics of the HDACs in LUAD. Unsupervised consensus clustering was performed to identify LUAD molecular subtypes. The ssGSEA, CIBERSORT, MCP counter, and ESTIMATE algorithms were used to depict the tumor microenvironment (TME) landscape. The Cox proportional hazards model and LASSO regression analyses were used to construct the HDAC scoring system for evaluating the prognosis of individual tumors. In this study, three distinct HDAC-mediated molecular subtypes were determined, which were also related to different clinical outcomes and biological pathways. HDACsCluster-C subtype had lowest PD-L1/PD-1/CTLA4 expression and immune score. The constructed HDAC scoring system (HDACsScore) could be used as an independent predictor to assess patient prognosis and effectively identify patients with different prognosis. High- and low-HDACsScore groups presented distinct genetic features, immune infiltration, and biological processes. The high-HDACsScore group was more likely to benefit from immunotherapy, as well as from the application of common chemotherapeutic agents (cyclopamine, docetaxel, doxorubicin, gemcitabine, paclitaxel, and pyrimethamine). Overall, HDAC family genes play important roles in LUAD, and the three LUAD subtypes and the HDAC scoring system identified in this study would help enhance our perception of LUAD prognostic differences and provide important insights into the efficacy of immunotherapy and chemotherapy.
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spelling pubmed-94414832022-09-06 Integrated Analysis Reveals the Potential Significance of HDAC Family Genes in Lung Adenocarcinoma Song, Congkuan Lin, Weichen Meng, Heng Li, Ning Geng, Qing Front Genet Genetics Histone deacetylases comprise a family of 18 genes, and classical HDACs are a promising class of novel anticancer drug targets. However, to date, no systematic study has been comprehensive to reveal the potential significance of these 18 genes in lung adenocarcinoma (LUAD). Here, we used a systematic bioinformatics approach to comprehensively describe the biological characteristics of the HDACs in LUAD. Unsupervised consensus clustering was performed to identify LUAD molecular subtypes. The ssGSEA, CIBERSORT, MCP counter, and ESTIMATE algorithms were used to depict the tumor microenvironment (TME) landscape. The Cox proportional hazards model and LASSO regression analyses were used to construct the HDAC scoring system for evaluating the prognosis of individual tumors. In this study, three distinct HDAC-mediated molecular subtypes were determined, which were also related to different clinical outcomes and biological pathways. HDACsCluster-C subtype had lowest PD-L1/PD-1/CTLA4 expression and immune score. The constructed HDAC scoring system (HDACsScore) could be used as an independent predictor to assess patient prognosis and effectively identify patients with different prognosis. High- and low-HDACsScore groups presented distinct genetic features, immune infiltration, and biological processes. The high-HDACsScore group was more likely to benefit from immunotherapy, as well as from the application of common chemotherapeutic agents (cyclopamine, docetaxel, doxorubicin, gemcitabine, paclitaxel, and pyrimethamine). Overall, HDAC family genes play important roles in LUAD, and the three LUAD subtypes and the HDAC scoring system identified in this study would help enhance our perception of LUAD prognostic differences and provide important insights into the efficacy of immunotherapy and chemotherapy. Frontiers Media S.A. 2022-08-22 /pmc/articles/PMC9441483/ /pubmed/36072664 http://dx.doi.org/10.3389/fgene.2022.862977 Text en Copyright © 2022 Song, Lin, Meng, Li and Geng. 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 Genetics
Song, Congkuan
Lin, Weichen
Meng, Heng
Li, Ning
Geng, Qing
Integrated Analysis Reveals the Potential Significance of HDAC Family Genes in Lung Adenocarcinoma
title Integrated Analysis Reveals the Potential Significance of HDAC Family Genes in Lung Adenocarcinoma
title_full Integrated Analysis Reveals the Potential Significance of HDAC Family Genes in Lung Adenocarcinoma
title_fullStr Integrated Analysis Reveals the Potential Significance of HDAC Family Genes in Lung Adenocarcinoma
title_full_unstemmed Integrated Analysis Reveals the Potential Significance of HDAC Family Genes in Lung Adenocarcinoma
title_short Integrated Analysis Reveals the Potential Significance of HDAC Family Genes in Lung Adenocarcinoma
title_sort integrated analysis reveals the potential significance of hdac family genes in lung adenocarcinoma
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9441483/
https://www.ncbi.nlm.nih.gov/pubmed/36072664
http://dx.doi.org/10.3389/fgene.2022.862977
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