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Comprehensive analyses reveal the role of histone deacetylase genes in prognosis and immune response in low-grade glioma

Many studies have shown that Histone deacetylases (HDAC) is involved in the occurrence of malignant tumors and regulates the occurrence, proliferation, invasion, and migration of malignant tumors through a variety of signaling pathways. In the present, we explored the role of Histone deacetylases ge...

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Autores principales: Shen, Lin, Li, Yanyan, Li, Na, Shen, Liangfang, Li, Zhanzhan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560174/
https://www.ncbi.nlm.nih.gov/pubmed/36227941
http://dx.doi.org/10.1371/journal.pone.0276120
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author Shen, Lin
Li, Yanyan
Li, Na
Shen, Liangfang
Li, Zhanzhan
author_facet Shen, Lin
Li, Yanyan
Li, Na
Shen, Liangfang
Li, Zhanzhan
author_sort Shen, Lin
collection PubMed
description Many studies have shown that Histone deacetylases (HDAC) is involved in the occurrence of malignant tumors and regulates the occurrence, proliferation, invasion, and migration of malignant tumors through a variety of signaling pathways. In the present, we explored the role of Histone deacetylases genes in prognosis and immune response in low-grade glioma. Using consensus clustering, we built the new molecular clusters. Using HDAC genes, we constructed and validated the prognostic model in two independent cohort datasets. Patients were divided into high-risk and low-risk groups. Then, we explored the molecular characteristics, clinical characteristics, tumor microenvironment and immune infiltration levels of two clusters and risk groups. Receiver operating characteristic analyses were built for model assessment. We finally detected the expression levels of signature genes between tumor and normal tissues. Low-grade can be separated into two molecular clusters using 11 HDACs genes. Two clusters had different clinical characteristics and prognosis. Nex, we constructed a prognosis model using six HDAC genes (HDAC1, HDAC4, HDAC5, HDAC7, HDAC9, and HDAC10), which was also validated in an independent cohort dataset. Furthermore, multivariate cox regression indicated that the calculated risk score was independently associated with prognosis in low-grade glioma, and risk score can predict the five-year survival probability of low-grade glioma well. High-risk patients can be attributed to multiple complex function and molecular signaling pathways, and the genes alterations of high- and low-risk patients were significantly different. We also found that different survival outcomes of high- and low- risk patients could be involved in the differences of immune filtration level and tumor microenvironment. Subsequently, using signature genes, we identified several small molecular compounds that could be useful for low-grade glioma patients’ treatment. Finally, we detected the expression levels of signature genes in tumor tissues. our study uncovers the biology function role of HDAC genes in low-grade glioma. We identified new molecular subtypes and established a prognostic model based on six HDAC genes, which was well applied in two independent cohort data. The regulation of HDAC genes in low-grade glioma involved in multiple molecular function and signaling pathways and immune infiltration levels. Further experiments in vivo and vitro were required to confirm the present findings.
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spelling pubmed-95601742022-10-14 Comprehensive analyses reveal the role of histone deacetylase genes in prognosis and immune response in low-grade glioma Shen, Lin Li, Yanyan Li, Na Shen, Liangfang Li, Zhanzhan PLoS One Research Article Many studies have shown that Histone deacetylases (HDAC) is involved in the occurrence of malignant tumors and regulates the occurrence, proliferation, invasion, and migration of malignant tumors through a variety of signaling pathways. In the present, we explored the role of Histone deacetylases genes in prognosis and immune response in low-grade glioma. Using consensus clustering, we built the new molecular clusters. Using HDAC genes, we constructed and validated the prognostic model in two independent cohort datasets. Patients were divided into high-risk and low-risk groups. Then, we explored the molecular characteristics, clinical characteristics, tumor microenvironment and immune infiltration levels of two clusters and risk groups. Receiver operating characteristic analyses were built for model assessment. We finally detected the expression levels of signature genes between tumor and normal tissues. Low-grade can be separated into two molecular clusters using 11 HDACs genes. Two clusters had different clinical characteristics and prognosis. Nex, we constructed a prognosis model using six HDAC genes (HDAC1, HDAC4, HDAC5, HDAC7, HDAC9, and HDAC10), which was also validated in an independent cohort dataset. Furthermore, multivariate cox regression indicated that the calculated risk score was independently associated with prognosis in low-grade glioma, and risk score can predict the five-year survival probability of low-grade glioma well. High-risk patients can be attributed to multiple complex function and molecular signaling pathways, and the genes alterations of high- and low-risk patients were significantly different. We also found that different survival outcomes of high- and low- risk patients could be involved in the differences of immune filtration level and tumor microenvironment. Subsequently, using signature genes, we identified several small molecular compounds that could be useful for low-grade glioma patients’ treatment. Finally, we detected the expression levels of signature genes in tumor tissues. our study uncovers the biology function role of HDAC genes in low-grade glioma. We identified new molecular subtypes and established a prognostic model based on six HDAC genes, which was well applied in two independent cohort data. The regulation of HDAC genes in low-grade glioma involved in multiple molecular function and signaling pathways and immune infiltration levels. Further experiments in vivo and vitro were required to confirm the present findings. Public Library of Science 2022-10-13 /pmc/articles/PMC9560174/ /pubmed/36227941 http://dx.doi.org/10.1371/journal.pone.0276120 Text en © 2022 Shen et al 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/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Shen, Lin
Li, Yanyan
Li, Na
Shen, Liangfang
Li, Zhanzhan
Comprehensive analyses reveal the role of histone deacetylase genes in prognosis and immune response in low-grade glioma
title Comprehensive analyses reveal the role of histone deacetylase genes in prognosis and immune response in low-grade glioma
title_full Comprehensive analyses reveal the role of histone deacetylase genes in prognosis and immune response in low-grade glioma
title_fullStr Comprehensive analyses reveal the role of histone deacetylase genes in prognosis and immune response in low-grade glioma
title_full_unstemmed Comprehensive analyses reveal the role of histone deacetylase genes in prognosis and immune response in low-grade glioma
title_short Comprehensive analyses reveal the role of histone deacetylase genes in prognosis and immune response in low-grade glioma
title_sort comprehensive analyses reveal the role of histone deacetylase genes in prognosis and immune response in low-grade glioma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560174/
https://www.ncbi.nlm.nih.gov/pubmed/36227941
http://dx.doi.org/10.1371/journal.pone.0276120
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