Single-cell RNA sequencing reveals intra-tumoral heterogeneity of glioblastoma and a pro-tumor subset of tumor-associated macrophages characterized by EZH2 overexpression

Glioblastoma (GBM) is a highly heterogeneous disease with poor clinical outcome. To comprehensively dissect molecular landscape of GBM and heterogeneous distribution and potential role of Enhancer of zeste homolog 2 (EZH2) in tumor microenvironment (TME). Single-cell RNA sequencing (scRNA-seq) analy...

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Veröffentlicht in:Biochimica et biophysica acta. Molecular basis of disease 2022-12, Vol.1868 (12), p.166534-166534, Article 166534
Hauptverfasser: Chen, Xiaoyong, Chen, Yue, Chen, Xiangrong, Wei, Penghui, Lin, Yuanxiang, Wu, Zanyi, Lin, Zhangya, Kang, Dezhi, Ding, Chenyu
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container_issue 12
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container_title Biochimica et biophysica acta. Molecular basis of disease
container_volume 1868
creator Chen, Xiaoyong
Chen, Yue
Chen, Xiangrong
Wei, Penghui
Lin, Yuanxiang
Wu, Zanyi
Lin, Zhangya
Kang, Dezhi
Ding, Chenyu
description Glioblastoma (GBM) is a highly heterogeneous disease with poor clinical outcome. To comprehensively dissect molecular landscape of GBM and heterogeneous distribution and potential role of Enhancer of zeste homolog 2 (EZH2) in tumor microenvironment (TME). Single-cell RNA sequencing (scRNA-seq) analysis was performed in GBM samples from 8 patients. Deconvolution analysis, immunofluorescence (IF) microscopy, reverse-transcription quantitative polymerase chain reaction (RT-qPCR), colony formation experiments, and Cell Counting Kit-8 (CCK-8) assays were performed to confirmed the potential role of EZH2 in TME cells. Malignant cells exhibited remarkable heterogeneity in abnormal metabolic patterns. A mesenchymal-2-like (MES2-like) GBM subcluster with glial-immune dual feature was firstly discovered, which were associated with highly activated hallmark pathways, immune evasion associated transcription factor (IRF8), and poor survival. The oncogene, EZH2, was heterogeneously expressed in malignant cells and immune cells consistent with proliferative genes, cell-cycle transcription factors, and similar activated hallmark pathways. In a tumor-associated macrophages (TAMs) subset (macrophage.3), EZH2 was highly expressed with similar changes of transcriptomic dynamics with cell-cycle genes and macrophages M2-phetotype genes. In addition, the subset tightly interacted with malignant cells. Deconvolution analysis showed increased abundance of the subset in GBM compared to low-grade glioma (LGG) and significant association with worse prognosis. Functional verification experiments confirmed the pro-tumor role of TAMs with EZH2 overexpression in GBM. Our study illustrated a MES2-like GBM subcluster characterized by glial-immune dual feature and highlighted the pro-tumor role of a TAMs subset characterized by EZH2 overexpression. •ScRNA-seq is a valuable resource to depict cellular heterogeneity and intercellular crosstalk of GBM.•MES2-like malignant subcluster with glial-immune dual feature was firstly discovered.•A macrophage cluster characterized by EZH2 has tight interactions with malignant cells and other TME cells.•Functional verification experiments confirmed the pro-tumor role of EZH2 in tumor-associated macrophages.
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To comprehensively dissect molecular landscape of GBM and heterogeneous distribution and potential role of Enhancer of zeste homolog 2 (EZH2) in tumor microenvironment (TME). Single-cell RNA sequencing (scRNA-seq) analysis was performed in GBM samples from 8 patients. Deconvolution analysis, immunofluorescence (IF) microscopy, reverse-transcription quantitative polymerase chain reaction (RT-qPCR), colony formation experiments, and Cell Counting Kit-8 (CCK-8) assays were performed to confirmed the potential role of EZH2 in TME cells. Malignant cells exhibited remarkable heterogeneity in abnormal metabolic patterns. A mesenchymal-2-like (MES2-like) GBM subcluster with glial-immune dual feature was firstly discovered, which were associated with highly activated hallmark pathways, immune evasion associated transcription factor (IRF8), and poor survival. The oncogene, EZH2, was heterogeneously expressed in malignant cells and immune cells consistent with proliferative genes, cell-cycle transcription factors, and similar activated hallmark pathways. In a tumor-associated macrophages (TAMs) subset (macrophage.3), EZH2 was highly expressed with similar changes of transcriptomic dynamics with cell-cycle genes and macrophages M2-phetotype genes. In addition, the subset tightly interacted with malignant cells. Deconvolution analysis showed increased abundance of the subset in GBM compared to low-grade glioma (LGG) and significant association with worse prognosis. Functional verification experiments confirmed the pro-tumor role of TAMs with EZH2 overexpression in GBM. Our study illustrated a MES2-like GBM subcluster characterized by glial-immune dual feature and highlighted the pro-tumor role of a TAMs subset characterized by EZH2 overexpression. •ScRNA-seq is a valuable resource to depict cellular heterogeneity and intercellular crosstalk of GBM.•MES2-like malignant subcluster with glial-immune dual feature was firstly discovered.•A macrophage cluster characterized by EZH2 has tight interactions with malignant cells and other TME cells.•Functional verification experiments confirmed the pro-tumor role of EZH2 in tumor-associated macrophages.</description><identifier>ISSN: 0925-4439</identifier><identifier>EISSN: 1879-260X</identifier><identifier>DOI: 10.1016/j.bbadis.2022.166534</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>EZH2 ; Glioblastoma ; Heterogeneity ; Macrophage ; Single-cell RNA sequencing</subject><ispartof>Biochimica et biophysica acta. 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Molecular basis of disease</title><description>Glioblastoma (GBM) is a highly heterogeneous disease with poor clinical outcome. To comprehensively dissect molecular landscape of GBM and heterogeneous distribution and potential role of Enhancer of zeste homolog 2 (EZH2) in tumor microenvironment (TME). Single-cell RNA sequencing (scRNA-seq) analysis was performed in GBM samples from 8 patients. Deconvolution analysis, immunofluorescence (IF) microscopy, reverse-transcription quantitative polymerase chain reaction (RT-qPCR), colony formation experiments, and Cell Counting Kit-8 (CCK-8) assays were performed to confirmed the potential role of EZH2 in TME cells. Malignant cells exhibited remarkable heterogeneity in abnormal metabolic patterns. A mesenchymal-2-like (MES2-like) GBM subcluster with glial-immune dual feature was firstly discovered, which were associated with highly activated hallmark pathways, immune evasion associated transcription factor (IRF8), and poor survival. The oncogene, EZH2, was heterogeneously expressed in malignant cells and immune cells consistent with proliferative genes, cell-cycle transcription factors, and similar activated hallmark pathways. In a tumor-associated macrophages (TAMs) subset (macrophage.3), EZH2 was highly expressed with similar changes of transcriptomic dynamics with cell-cycle genes and macrophages M2-phetotype genes. In addition, the subset tightly interacted with malignant cells. Deconvolution analysis showed increased abundance of the subset in GBM compared to low-grade glioma (LGG) and significant association with worse prognosis. Functional verification experiments confirmed the pro-tumor role of TAMs with EZH2 overexpression in GBM. Our study illustrated a MES2-like GBM subcluster characterized by glial-immune dual feature and highlighted the pro-tumor role of a TAMs subset characterized by EZH2 overexpression. •ScRNA-seq is a valuable resource to depict cellular heterogeneity and intercellular crosstalk of GBM.•MES2-like malignant subcluster with glial-immune dual feature was firstly discovered.•A macrophage cluster characterized by EZH2 has tight interactions with malignant cells and other TME cells.•Functional verification experiments confirmed the pro-tumor role of EZH2 in tumor-associated macrophages.</description><subject>EZH2</subject><subject>Glioblastoma</subject><subject>Heterogeneity</subject><subject>Macrophage</subject><subject>Single-cell RNA sequencing</subject><issn>0925-4439</issn><issn>1879-260X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9UU1v1DAQtRBILIV_wMFHLtna-XCSC1JVFYpUFQlaCXGxJvZ416skXjzeFctP6q_ES3pmLqPxvHnye4-x91KspZDqcrceBrCe1qUoy7VUqqnqF2wlu7YvSiV-vGQr0ZdNUddV_5q9IdqJXKoVK_b03c-bEQuD48i_3V9xwl8HnE1-5RGPCCNxP6cIRTpMIcLIt5gwhg3O6NOJB8c3ow_DCJTCBBxmy4HvY1jwnA4DYTrD_s0FEAXjIaHlE5gY9lvYIHGzhQgmE_s_eTOc-M3P25KHI0b8vY9I5MP8lr1y-Tv47rlfsMdPNw_Xt8Xd189frq_uClN1TSpM39Ugq861sgEUDoeqHSonJYhB1V3vROmkdUqqTtnaKge1gUq5ElwjLEB1wT4svFlF9oKSnjyd_YEZw4F02Yq-rUXTigytF2hWQhTR6X30E8STlkKfo9E7vUSjz9HoJZp89nE5wyzj6DFqMj6bjtZHNEnb4P9P8BcM656R</recordid><startdate>20221201</startdate><enddate>20221201</enddate><creator>Chen, Xiaoyong</creator><creator>Chen, Yue</creator><creator>Chen, Xiangrong</creator><creator>Wei, Penghui</creator><creator>Lin, Yuanxiang</creator><creator>Wu, Zanyi</creator><creator>Lin, Zhangya</creator><creator>Kang, Dezhi</creator><creator>Ding, Chenyu</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20221201</creationdate><title>Single-cell RNA sequencing reveals intra-tumoral heterogeneity of glioblastoma and a pro-tumor subset of tumor-associated macrophages characterized by EZH2 overexpression</title><author>Chen, Xiaoyong ; Chen, Yue ; Chen, Xiangrong ; Wei, Penghui ; Lin, Yuanxiang ; Wu, Zanyi ; Lin, Zhangya ; Kang, Dezhi ; Ding, Chenyu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c385t-c984a138f715ae0feb37b3f11a0b6489f02f1df61686d4d6fa4ca36f2af50daa3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>EZH2</topic><topic>Glioblastoma</topic><topic>Heterogeneity</topic><topic>Macrophage</topic><topic>Single-cell RNA sequencing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Xiaoyong</creatorcontrib><creatorcontrib>Chen, Yue</creatorcontrib><creatorcontrib>Chen, Xiangrong</creatorcontrib><creatorcontrib>Wei, Penghui</creatorcontrib><creatorcontrib>Lin, Yuanxiang</creatorcontrib><creatorcontrib>Wu, Zanyi</creatorcontrib><creatorcontrib>Lin, Zhangya</creatorcontrib><creatorcontrib>Kang, Dezhi</creatorcontrib><creatorcontrib>Ding, Chenyu</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Biochimica et biophysica acta. 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To comprehensively dissect molecular landscape of GBM and heterogeneous distribution and potential role of Enhancer of zeste homolog 2 (EZH2) in tumor microenvironment (TME). Single-cell RNA sequencing (scRNA-seq) analysis was performed in GBM samples from 8 patients. Deconvolution analysis, immunofluorescence (IF) microscopy, reverse-transcription quantitative polymerase chain reaction (RT-qPCR), colony formation experiments, and Cell Counting Kit-8 (CCK-8) assays were performed to confirmed the potential role of EZH2 in TME cells. Malignant cells exhibited remarkable heterogeneity in abnormal metabolic patterns. A mesenchymal-2-like (MES2-like) GBM subcluster with glial-immune dual feature was firstly discovered, which were associated with highly activated hallmark pathways, immune evasion associated transcription factor (IRF8), and poor survival. The oncogene, EZH2, was heterogeneously expressed in malignant cells and immune cells consistent with proliferative genes, cell-cycle transcription factors, and similar activated hallmark pathways. In a tumor-associated macrophages (TAMs) subset (macrophage.3), EZH2 was highly expressed with similar changes of transcriptomic dynamics with cell-cycle genes and macrophages M2-phetotype genes. In addition, the subset tightly interacted with malignant cells. Deconvolution analysis showed increased abundance of the subset in GBM compared to low-grade glioma (LGG) and significant association with worse prognosis. Functional verification experiments confirmed the pro-tumor role of TAMs with EZH2 overexpression in GBM. Our study illustrated a MES2-like GBM subcluster characterized by glial-immune dual feature and highlighted the pro-tumor role of a TAMs subset characterized by EZH2 overexpression. •ScRNA-seq is a valuable resource to depict cellular heterogeneity and intercellular crosstalk of GBM.•MES2-like malignant subcluster with glial-immune dual feature was firstly discovered.•A macrophage cluster characterized by EZH2 has tight interactions with malignant cells and other TME cells.•Functional verification experiments confirmed the pro-tumor role of EZH2 in tumor-associated macrophages.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.bbadis.2022.166534</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
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subjects EZH2
Glioblastoma
Heterogeneity
Macrophage
Single-cell RNA sequencing
title Single-cell RNA sequencing reveals intra-tumoral heterogeneity of glioblastoma and a pro-tumor subset of tumor-associated macrophages characterized by EZH2 overexpression
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