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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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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. |
format | Online Article Text |
id | pubmed-9808047 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liuhanzhang prognosisandimmunefeaturesofpyroptosisrelatedrnapatternsinlowgradeglioma AT taotao prognosisandimmunefeaturesofpyroptosisrelatedrnapatternsinlowgradeglioma |