Glioma-Associated Stromal Cells Stimulate Glioma Malignancy by Regulating the Tumor Immune Microenvironment

BackgroundThe glioma-associated stromal cell (GASC) is a recently identified type of cell in the glioma microenvironment and may be a prognostic marker for glioma. However, the potential mechanisms of GASCs in the glioma microenvironment remain largely unknown. In this work, we aimed to explore the...

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Main Authors: Xiangming Cai, Feng Yuan, Junhao Zhu, Jin Yang, Chao Tang, Zixiang Cong, Chiyuan Ma
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.672928/full
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spelling doaj-da23797c8bba4bc299ecb5ec234abf5d2021-04-29T10:44:21ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-04-011110.3389/fonc.2021.672928672928Glioma-Associated Stromal Cells Stimulate Glioma Malignancy by Regulating the Tumor Immune MicroenvironmentXiangming Cai0Feng Yuan1Feng Yuan2Junhao Zhu3Jin Yang4Chao Tang5Zixiang Cong6Zixiang Cong7Chiyuan Ma8Chiyuan Ma9Chiyuan Ma10Chiyuan Ma11School of Medicine, Southeast University, Nanjing, ChinaSchool of Medicine, Nanjing University, Nanjing, ChinaDepartment of Neurosurgery, Jinling Hospital, Nanjing, ChinaSchool of Medicine, Nanjing Medical University, Nanjing, ChinaDepartment of Neurosurgery, Jinling Hospital, Nanjing, ChinaDepartment of Neurosurgery, Jinling Hospital, Nanjing, ChinaSchool of Medicine, Nanjing University, Nanjing, ChinaDepartment of Neurosurgery, Jinling Hospital, Nanjing, ChinaSchool of Medicine, Southeast University, Nanjing, ChinaSchool of Medicine, Nanjing University, Nanjing, ChinaDepartment of Neurosurgery, Jinling Hospital, Nanjing, ChinaSchool of Medicine, Nanjing Medical University, Nanjing, ChinaBackgroundThe glioma-associated stromal cell (GASC) is a recently identified type of cell in the glioma microenvironment and may be a prognostic marker for glioma. However, the potential mechanisms of GASCs in the glioma microenvironment remain largely unknown. In this work, we aimed to explore the mechanisms of GASCs in gliomas, particularly in high-grade gliomas (HGG).MethodsWe used glioma datasets from The Cancer Genome Atlas (TCGA) and the Chinese Glioma Genome Atlas (CGGA). We utilized the Single-sample Gene Set Enrichment Analysis (ssGSEA) algorithm to discriminate between patients with high or low GASC composition. The xCELL and CIBERSORT algorithms were used to analyze the composition of stromal cells and immune cells. Risk score and a nomogram model were constructed for prognostic prediction of glioma.ResultsWe observed for the first time that the levels of M2 macrophages and immune checkpoints (PD-1, PD-L1, PD-L2, TIM3, Galectin-9, CTLA-4, CD80, CD86, CD155, and CIITA) were significantly higher in the high GASC group and showed positive correlation with the GASC score in all glioma population and the HGG population. Copy number variations of DR3 and CIITA were higher in the high-GASC group. THY1, one of the GASC markers, exhibited lower methylation in the high GASC group. The constructed risk score was an independent predictor of glioma prognostics. Finally, a credible nomogram based on the risk score was established.ConclusionsGASCs stimulate glioma malignancy through the M2 macrophage, and are associated with the level of immune checkpoints in the glioma microenvironment. The methylation of THY1 could be used as prognostic indicator and treatment target for glioma. However, further studies are required to verify these findings.https://www.frontiersin.org/articles/10.3389/fonc.2021.672928/fullgliomaglioma-associated stromal cellimmune check pointsM2 macrophagestumor microenvironment
collection DOAJ
language English
format Article
sources DOAJ
author Xiangming Cai
Feng Yuan
Feng Yuan
Junhao Zhu
Jin Yang
Chao Tang
Zixiang Cong
Zixiang Cong
Chiyuan Ma
Chiyuan Ma
Chiyuan Ma
Chiyuan Ma
spellingShingle Xiangming Cai
Feng Yuan
Feng Yuan
Junhao Zhu
Jin Yang
Chao Tang
Zixiang Cong
Zixiang Cong
Chiyuan Ma
Chiyuan Ma
Chiyuan Ma
Chiyuan Ma
Glioma-Associated Stromal Cells Stimulate Glioma Malignancy by Regulating the Tumor Immune Microenvironment
Frontiers in Oncology
glioma
glioma-associated stromal cell
immune check points
M2 macrophages
tumor microenvironment
author_facet Xiangming Cai
Feng Yuan
Feng Yuan
Junhao Zhu
Jin Yang
Chao Tang
Zixiang Cong
Zixiang Cong
Chiyuan Ma
Chiyuan Ma
Chiyuan Ma
Chiyuan Ma
author_sort Xiangming Cai
title Glioma-Associated Stromal Cells Stimulate Glioma Malignancy by Regulating the Tumor Immune Microenvironment
title_short Glioma-Associated Stromal Cells Stimulate Glioma Malignancy by Regulating the Tumor Immune Microenvironment
title_full Glioma-Associated Stromal Cells Stimulate Glioma Malignancy by Regulating the Tumor Immune Microenvironment
title_fullStr Glioma-Associated Stromal Cells Stimulate Glioma Malignancy by Regulating the Tumor Immune Microenvironment
title_full_unstemmed Glioma-Associated Stromal Cells Stimulate Glioma Malignancy by Regulating the Tumor Immune Microenvironment
title_sort glioma-associated stromal cells stimulate glioma malignancy by regulating the tumor immune microenvironment
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2021-04-01
description BackgroundThe glioma-associated stromal cell (GASC) is a recently identified type of cell in the glioma microenvironment and may be a prognostic marker for glioma. However, the potential mechanisms of GASCs in the glioma microenvironment remain largely unknown. In this work, we aimed to explore the mechanisms of GASCs in gliomas, particularly in high-grade gliomas (HGG).MethodsWe used glioma datasets from The Cancer Genome Atlas (TCGA) and the Chinese Glioma Genome Atlas (CGGA). We utilized the Single-sample Gene Set Enrichment Analysis (ssGSEA) algorithm to discriminate between patients with high or low GASC composition. The xCELL and CIBERSORT algorithms were used to analyze the composition of stromal cells and immune cells. Risk score and a nomogram model were constructed for prognostic prediction of glioma.ResultsWe observed for the first time that the levels of M2 macrophages and immune checkpoints (PD-1, PD-L1, PD-L2, TIM3, Galectin-9, CTLA-4, CD80, CD86, CD155, and CIITA) were significantly higher in the high GASC group and showed positive correlation with the GASC score in all glioma population and the HGG population. Copy number variations of DR3 and CIITA were higher in the high-GASC group. THY1, one of the GASC markers, exhibited lower methylation in the high GASC group. The constructed risk score was an independent predictor of glioma prognostics. Finally, a credible nomogram based on the risk score was established.ConclusionsGASCs stimulate glioma malignancy through the M2 macrophage, and are associated with the level of immune checkpoints in the glioma microenvironment. The methylation of THY1 could be used as prognostic indicator and treatment target for glioma. However, further studies are required to verify these findings.
topic glioma
glioma-associated stromal cell
immune check points
M2 macrophages
tumor microenvironment
url https://www.frontiersin.org/articles/10.3389/fonc.2021.672928/full
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