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Prognosis and immune features of pyroptosis-related RNA patterns in low-grade glioma

PURPOSE: Low-grade gliomas (LGG), which are malignant primary brain tumors, are more prevalent in young adults. Pyroptosis, an inflammatory form of programmed cell death, has been shown in recent years to be directly associated with tumor growth and tumor microenvironment (TME). However, the correla...

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Autores principales: Liu, Hanzhang, Tao, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9808047/
https://www.ncbi.nlm.nih.gov/pubmed/36605437
http://dx.doi.org/10.3389/fonc.2022.1015850
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author Liu, Hanzhang
Tao, Tao
author_facet Liu, Hanzhang
Tao, Tao
author_sort Liu, Hanzhang
collection PubMed
description PURPOSE: Low-grade gliomas (LGG), which are malignant primary brain tumors, are more prevalent in young adults. Pyroptosis, an inflammatory form of programmed cell death, has been shown in recent years to be directly associated with tumor growth and tumor microenvironment (TME). However, the correlation between LGG and pyroptosis remained to be explored. In this research, we explored pyroptosis-related gene expression patterns and their prognostic significance based on transcriptome profiles and clinical data in LGG. METHODS: We identified 31 pyroptosis-related genes differentially expressed at the mRNA level between the data of LGG patients from TCGA and the data of normal brain tissues from GTEx. Univariate Cox regression analysis was used to screen 16 differentially expressed genes (DEGs) based on survival data. Next, the prognostic model was established using LASSO Cox regression, which divided LGG patients into high- and low- risk subgroups and showed an independent prognostic value for overall survival (OS) combined with clinical factors in the CGGA test cohort. Pyroptosis and immune cells were correlated through the CIBERSORT R package and the TIMER database. RESULTS: Based on the analyses of 523 LGG and 1152 normal tissues, nine significant differential genes were identified. The AUC remained at about 0.74 when combined with the risk score and clinical factors. Enrichment analyses revealed that DEGs were mainly enriched in cytokine-cytokine receptor interactions, immune response and chemokine signaling pathways. Immune cell enrichment analysis demonstrated that scores for most immune cell types differed significantly between the high-and low-risk groups, and further infiltrating analysis showed obvious differences between these two risk subgroups. CONCLUSION: Pyroptosis-related genes play a pivotal role in LGG and are associated with tumor immunity, which may be beneficial to the prognosis and immunotherapy of LGG.
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spelling pubmed-98080472023-01-04 Prognosis and immune features of pyroptosis-related RNA patterns in low-grade glioma Liu, Hanzhang Tao, Tao Front Oncol Oncology PURPOSE: Low-grade gliomas (LGG), which are malignant primary brain tumors, are more prevalent in young adults. Pyroptosis, an inflammatory form of programmed cell death, has been shown in recent years to be directly associated with tumor growth and tumor microenvironment (TME). However, the correlation between LGG and pyroptosis remained to be explored. In this research, we explored pyroptosis-related gene expression patterns and their prognostic significance based on transcriptome profiles and clinical data in LGG. METHODS: We identified 31 pyroptosis-related genes differentially expressed at the mRNA level between the data of LGG patients from TCGA and the data of normal brain tissues from GTEx. Univariate Cox regression analysis was used to screen 16 differentially expressed genes (DEGs) based on survival data. Next, the prognostic model was established using LASSO Cox regression, which divided LGG patients into high- and low- risk subgroups and showed an independent prognostic value for overall survival (OS) combined with clinical factors in the CGGA test cohort. Pyroptosis and immune cells were correlated through the CIBERSORT R package and the TIMER database. RESULTS: Based on the analyses of 523 LGG and 1152 normal tissues, nine significant differential genes were identified. The AUC remained at about 0.74 when combined with the risk score and clinical factors. Enrichment analyses revealed that DEGs were mainly enriched in cytokine-cytokine receptor interactions, immune response and chemokine signaling pathways. Immune cell enrichment analysis demonstrated that scores for most immune cell types differed significantly between the high-and low-risk groups, and further infiltrating analysis showed obvious differences between these two risk subgroups. CONCLUSION: Pyroptosis-related genes play a pivotal role in LGG and are associated with tumor immunity, which may be beneficial to the prognosis and immunotherapy of LGG. Frontiers Media S.A. 2022-12-20 /pmc/articles/PMC9808047/ /pubmed/36605437 http://dx.doi.org/10.3389/fonc.2022.1015850 Text en Copyright © 2022 Liu and Tao 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 Oncology
Liu, Hanzhang
Tao, Tao
Prognosis and immune features of pyroptosis-related RNA patterns in low-grade glioma
title Prognosis and immune features of pyroptosis-related RNA patterns in low-grade glioma
title_full Prognosis and immune features of pyroptosis-related RNA patterns in low-grade glioma
title_fullStr Prognosis and immune features of pyroptosis-related RNA patterns in low-grade glioma
title_full_unstemmed Prognosis and immune features of pyroptosis-related RNA patterns in low-grade glioma
title_short Prognosis and immune features of pyroptosis-related RNA patterns in low-grade glioma
title_sort prognosis and immune features of pyroptosis-related rna patterns in low-grade glioma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9808047/
https://www.ncbi.nlm.nih.gov/pubmed/36605437
http://dx.doi.org/10.3389/fonc.2022.1015850
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