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Association of glioma CD44 expression with glial dynamics in the tumour microenvironment and patient prognosis
Because of the heterogeneity of lower-grade gliomas (LGGs), patients show various survival outcomes that are not reliably predicted by histological classification. The tumour microenvironment (TME) contributes to the initiation and progression of brain LGGs. Identifying potential prognostic markers...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9508470/ https://www.ncbi.nlm.nih.gov/pubmed/36187921 http://dx.doi.org/10.1016/j.csbj.2022.09.003 |
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author | Du, Zhanxin Wang, Yaqing Liang, Jiaqi Gao, Shaowei Cai, Xiaoying Yu, Yu Qi, Zhihui Li, Jing Xie, Yubin Wang, Zhongxing |
author_facet | Du, Zhanxin Wang, Yaqing Liang, Jiaqi Gao, Shaowei Cai, Xiaoying Yu, Yu Qi, Zhihui Li, Jing Xie, Yubin Wang, Zhongxing |
author_sort | Du, Zhanxin |
collection | PubMed |
description | Because of the heterogeneity of lower-grade gliomas (LGGs), patients show various survival outcomes that are not reliably predicted by histological classification. The tumour microenvironment (TME) contributes to the initiation and progression of brain LGGs. Identifying potential prognostic markers based on the immune and stromal components in the TME will provide new insights into the dynamic modulation of these two components of the TME in LGGs. We applied ESTIMATE to calculate the ratio of immune and stromal components from The Cancer Genome Atlas database. After combined differential gene expression analysis, protein–protein interaction network construction and survival analysis, CD44 was screened as an independent prognostic factor and subsequently validated utilizing data from the Chinese Glioma Genome Atlas database. To decipher the association of glioma cell CD44 expression with stromal cells in the TME and tumour progression, RT–qPCR, cell viability and wound healing assays were employed to determine whether astrocytes enhance glioma cell viability and migration by upregulating CD44 expression. Surprisingly, M1 macrophages were identified as positively correlated with CD44 expression by CIBERSORT analysis. CD44(+) glioma cells were further suggested to interact with microglia-derived macrophages (M1 phenotype) via osteopontin signalling on the basis of single-cell sequencing data. Overall, we found that astrocytes could elevate the CD44 expression level of glioma cells, enhancing the recruitment of M1 macrophages that may promote glioma stemness via osteopontin-CD44 signalling. Thus, glioma CD44 expression might coordinate with glial activities in the TME and serve as a potential therapeutic target and prognostic marker for LGGs. |
format | Online Article Text |
id | pubmed-9508470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-95084702022-09-30 Association of glioma CD44 expression with glial dynamics in the tumour microenvironment and patient prognosis Du, Zhanxin Wang, Yaqing Liang, Jiaqi Gao, Shaowei Cai, Xiaoying Yu, Yu Qi, Zhihui Li, Jing Xie, Yubin Wang, Zhongxing Comput Struct Biotechnol J Research Article Because of the heterogeneity of lower-grade gliomas (LGGs), patients show various survival outcomes that are not reliably predicted by histological classification. The tumour microenvironment (TME) contributes to the initiation and progression of brain LGGs. Identifying potential prognostic markers based on the immune and stromal components in the TME will provide new insights into the dynamic modulation of these two components of the TME in LGGs. We applied ESTIMATE to calculate the ratio of immune and stromal components from The Cancer Genome Atlas database. After combined differential gene expression analysis, protein–protein interaction network construction and survival analysis, CD44 was screened as an independent prognostic factor and subsequently validated utilizing data from the Chinese Glioma Genome Atlas database. To decipher the association of glioma cell CD44 expression with stromal cells in the TME and tumour progression, RT–qPCR, cell viability and wound healing assays were employed to determine whether astrocytes enhance glioma cell viability and migration by upregulating CD44 expression. Surprisingly, M1 macrophages were identified as positively correlated with CD44 expression by CIBERSORT analysis. CD44(+) glioma cells were further suggested to interact with microglia-derived macrophages (M1 phenotype) via osteopontin signalling on the basis of single-cell sequencing data. Overall, we found that astrocytes could elevate the CD44 expression level of glioma cells, enhancing the recruitment of M1 macrophages that may promote glioma stemness via osteopontin-CD44 signalling. Thus, glioma CD44 expression might coordinate with glial activities in the TME and serve as a potential therapeutic target and prognostic marker for LGGs. Research Network of Computational and Structural Biotechnology 2022-09-09 /pmc/articles/PMC9508470/ /pubmed/36187921 http://dx.doi.org/10.1016/j.csbj.2022.09.003 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Du, Zhanxin Wang, Yaqing Liang, Jiaqi Gao, Shaowei Cai, Xiaoying Yu, Yu Qi, Zhihui Li, Jing Xie, Yubin Wang, Zhongxing Association of glioma CD44 expression with glial dynamics in the tumour microenvironment and patient prognosis |
title | Association of glioma CD44 expression with glial dynamics in the tumour microenvironment and patient prognosis |
title_full | Association of glioma CD44 expression with glial dynamics in the tumour microenvironment and patient prognosis |
title_fullStr | Association of glioma CD44 expression with glial dynamics in the tumour microenvironment and patient prognosis |
title_full_unstemmed | Association of glioma CD44 expression with glial dynamics in the tumour microenvironment and patient prognosis |
title_short | Association of glioma CD44 expression with glial dynamics in the tumour microenvironment and patient prognosis |
title_sort | association of glioma cd44 expression with glial dynamics in the tumour microenvironment and patient prognosis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9508470/ https://www.ncbi.nlm.nih.gov/pubmed/36187921 http://dx.doi.org/10.1016/j.csbj.2022.09.003 |
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