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MD2 Is a Potential Biomarker Associated with Immune Cell Infiltration in Gliomas
BACKGROUND: Glioma is the most common primary malignant tumor in the central nervous system. Myeloid differentiation protein 2 (MD2) acts as a coreceptor of toll-like receptor 4 (TLR4) to mediate innate immune response. However, the actual roles of MD2 in the regulation of progression and immune cel...
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/PMC8968038/ https://www.ncbi.nlm.nih.gov/pubmed/35372062 http://dx.doi.org/10.3389/fonc.2022.854598 |
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author | Zhao, Mengya Li, Xiaodong Chen, Yijun Wang, Shuzhen |
author_facet | Zhao, Mengya Li, Xiaodong Chen, Yijun Wang, Shuzhen |
author_sort | Zhao, Mengya |
collection | PubMed |
description | BACKGROUND: Glioma is the most common primary malignant tumor in the central nervous system. Myeloid differentiation protein 2 (MD2) acts as a coreceptor of toll-like receptor 4 (TLR4) to mediate innate immune response. However, the actual roles of MD2 in the regulation of progression and immune cell infiltration in gliomas remain largely unclear. This study aims to explore whether MD2 could be an independent prognostic factor through the mediation of immune cell infiltration in gliomas. METHODS: The mRNA expression and DNA methylation differential analyses of MD2 were performed using CGGA, TCGA and Rembrandt databases and survival analyses were performed using Kaplan-Meier plotter. Univariate and multivariate Cox regression was applied to analyze the prognostic value of MD2 and nomograms were constructed to evaluate the clinical value of MD2. Then, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) were utilized to analyze MD2-related signal pathways. Furthermore, correlations between MD2 and immune cell infiltration were calculated by TIMER and CIBERSOPT. The correlation between MD2 expression and the infiltrations of macrophages and neutrophils was experimentally verified by the knockdown of MD2 expression using small interfering RNA (siRNA) in glioma cells. RESULTS: We found that MD2 was overexpressed and associated with a poor prognosis in gliomas. Meanwhile, higher expression of MD2 could be a result of lower DNA methylation of MD2 gene in gliomas. In addition, univariate and multivariate Cox regression analysis indicated that MD2 could be an independent prognostic factor for gliomas. Further functional enrichment analysis revealed that the functions of MD2 were closely related to immune responses. Moreover, the expression level of MD2 was strongly correlated with the infiltration and polarization of pro-tumor phenotype of tumor-associated macrophages and tumor-associated neutrophils in gliomas. CONCLUSIONS: These findings have provided strong evidence that MD2 could be served as a valuable immune-related biomarker to diagnose and predict the progression of gliomas. |
format | Online Article Text |
id | pubmed-8968038 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89680382022-04-01 MD2 Is a Potential Biomarker Associated with Immune Cell Infiltration in Gliomas Zhao, Mengya Li, Xiaodong Chen, Yijun Wang, Shuzhen Front Oncol Oncology BACKGROUND: Glioma is the most common primary malignant tumor in the central nervous system. Myeloid differentiation protein 2 (MD2) acts as a coreceptor of toll-like receptor 4 (TLR4) to mediate innate immune response. However, the actual roles of MD2 in the regulation of progression and immune cell infiltration in gliomas remain largely unclear. This study aims to explore whether MD2 could be an independent prognostic factor through the mediation of immune cell infiltration in gliomas. METHODS: The mRNA expression and DNA methylation differential analyses of MD2 were performed using CGGA, TCGA and Rembrandt databases and survival analyses were performed using Kaplan-Meier plotter. Univariate and multivariate Cox regression was applied to analyze the prognostic value of MD2 and nomograms were constructed to evaluate the clinical value of MD2. Then, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) were utilized to analyze MD2-related signal pathways. Furthermore, correlations between MD2 and immune cell infiltration were calculated by TIMER and CIBERSOPT. The correlation between MD2 expression and the infiltrations of macrophages and neutrophils was experimentally verified by the knockdown of MD2 expression using small interfering RNA (siRNA) in glioma cells. RESULTS: We found that MD2 was overexpressed and associated with a poor prognosis in gliomas. Meanwhile, higher expression of MD2 could be a result of lower DNA methylation of MD2 gene in gliomas. In addition, univariate and multivariate Cox regression analysis indicated that MD2 could be an independent prognostic factor for gliomas. Further functional enrichment analysis revealed that the functions of MD2 were closely related to immune responses. Moreover, the expression level of MD2 was strongly correlated with the infiltration and polarization of pro-tumor phenotype of tumor-associated macrophages and tumor-associated neutrophils in gliomas. CONCLUSIONS: These findings have provided strong evidence that MD2 could be served as a valuable immune-related biomarker to diagnose and predict the progression of gliomas. Frontiers Media S.A. 2022-03-17 /pmc/articles/PMC8968038/ /pubmed/35372062 http://dx.doi.org/10.3389/fonc.2022.854598 Text en Copyright © 2022 Zhao, Li, Chen and Wang 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 Zhao, Mengya Li, Xiaodong Chen, Yijun Wang, Shuzhen MD2 Is a Potential Biomarker Associated with Immune Cell Infiltration in Gliomas |
title | MD2 Is a Potential Biomarker Associated with Immune Cell Infiltration in Gliomas |
title_full | MD2 Is a Potential Biomarker Associated with Immune Cell Infiltration in Gliomas |
title_fullStr | MD2 Is a Potential Biomarker Associated with Immune Cell Infiltration in Gliomas |
title_full_unstemmed | MD2 Is a Potential Biomarker Associated with Immune Cell Infiltration in Gliomas |
title_short | MD2 Is a Potential Biomarker Associated with Immune Cell Infiltration in Gliomas |
title_sort | md2 is a potential biomarker associated with immune cell infiltration in gliomas |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8968038/ https://www.ncbi.nlm.nih.gov/pubmed/35372062 http://dx.doi.org/10.3389/fonc.2022.854598 |
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