A map of the spatial distribution and tumour‐associated macrophage states in glioblastoma and grade 4 IDH‐mutant astrocytoma

Tumour‐associated macrophages (TAMs) abundantly infiltrate high‐grade gliomas and orchestrate immune response, but their diversity in isocitrate dehydrogenase (IDH)‐differential grade 4 gliomas remains largely unknown. This study aimed to dissect the transcriptional states, spatial distribution, and...

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Published inThe Journal of pathology Vol. 258; no. 2; pp. 121 - 135
Main Authors Yin, Wen, Ping, Yi‐Fang, Li, Fei, Lv, Sheng‐Qing, Zhang, Xiao‐Ning, Li, Xue‐Gang, Guo, Ying, Liu, Qing, Li, Tian‐Ran, Yang, Liu‐Qing, Yang, Kai‐Di, Liu, Yu‐Qi, Luo, Chun‐Hua, Luo, Tao, Wang, Wen‐Ying, Mao, Min, Luo, Min, He, Zhi‐Cheng, Cao, Mian‐Fu, Chen, Cong, Miao, Jing‐Ya, Zeng, Hui, Wang, Chao, Zhou, Lei, Yang, Ying, Yang, Xi, Wang, Qiang‐Hu, Feng, Hua, Shi, Yu, Bian, Xiu‐Wu
Format Journal Article
LanguageEnglish
Published Chichester, UK John Wiley & Sons, Ltd 01.10.2022
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Abstract Tumour‐associated macrophages (TAMs) abundantly infiltrate high‐grade gliomas and orchestrate immune response, but their diversity in isocitrate dehydrogenase (IDH)‐differential grade 4 gliomas remains largely unknown. This study aimed to dissect the transcriptional states, spatial distribution, and clinicopathological significance of distinct monocyte‐derived TAM (Mo‐TAM) and microglia‐derived TAM (Mg‐TAM) clusters across glioblastoma‐IDH‐wild type and astrocytoma‐IDH‐mutant‐grade 4 (Astro‐IDH‐mut‐G4). Single‐cell RNA sequencing was performed on four cases of human glioblastoma and three cases of Astro‐IDH‐mut‐G4. Cell clustering, single‐cell regulatory network inference, and gene set enrichment analysis were performed to characterize the functional states of myeloid clusters. The spatial distribution of TAM subsets was determined in human glioma tissues using multiplex immunostaining. The prognostic value of different TAM‐cluster specific gene sets was evaluated in the TCGA glioma cohort. Profiling and unbiased clustering of 24,227 myeloid cells from glioblastoma and Astro‐IDH‐mut‐G4 identified nine myeloid cell clusters including monocytes, six Mo/Mg‐TAM subsets, dendritic cells, and proliferative myeloid clusters. Different Mo/Mg‐TAM clusters manifest functional and transcriptional diversity controlled by specific regulons. Multiplex immunostaining of subset‐specific markers identified spatial enrichment of distinct TAM clusters at peri‐vascular/necrotic areas in tumour parenchyma or at the tumour–brain interface. Glioblastoma harboured a substantially higher number of monocytes and Mo‐TAM‐inflammatory clusters, whereas Astro‐IDH‐mut‐G4 had a higher proportion of TAM subsets mediating antigen presentation. Glioblastomas with a higher proportion of monocytes exhibited a mesenchymal signature, increased angiogenesis, and worse patient outcome. Our findings provide insight into myeloid cell diversity and its clinical relevance in IDH‐differential grade 4 gliomas, and may serve as a resource for immunotherapy development. © 2022 The Pathological Society of Great Britain and Ireland.
AbstractList Tumour-associated macrophages (TAMs) abundantly infiltrate high-grade gliomas and orchestrate immune response, but their diversity in isocitrate dehydrogenase (IDH)-differential grade 4 gliomas remains largely unknown. This study aimed to dissect the transcriptional states, spatial distribution, and clinicopathological significance of distinct monocyte-derived TAM (Mo-TAM) and microglia-derived TAM (Mg-TAM) clusters across glioblastoma-IDH-wild type and astrocytoma-IDH-mutant-grade 4 (Astro-IDH-mut-G4). Single-cell RNA sequencing was performed on four cases of human glioblastoma and three cases of Astro-IDH-mut-G4. Cell clustering, single-cell regulatory network inference, and gene set enrichment analysis were performed to characterize the functional states of myeloid clusters. The spatial distribution of TAM subsets was determined in human glioma tissues using multiplex immunostaining. The prognostic value of different TAM-cluster specific gene sets was evaluated in the TCGA glioma cohort. Profiling and unbiased clustering of 24,227 myeloid cells from glioblastoma and Astro-IDH-mut-G4 identified nine myeloid cell clusters including monocytes, six Mo/Mg-TAM subsets, dendritic cells, and proliferative myeloid clusters. Different Mo/Mg-TAM clusters manifest functional and transcriptional diversity controlled by specific regulons. Multiplex immunostaining of subset-specific markers identified spatial enrichment of distinct TAM clusters at peri-vascular/necrotic areas in tumour parenchyma or at the tumour-brain interface. Glioblastoma harboured a substantially higher number of monocytes and Mo-TAM-inflammatory clusters, whereas Astro-IDH-mut-G4 had a higher proportion of TAM subsets mediating antigen presentation. Glioblastomas with a higher proportion of monocytes exhibited a mesenchymal signature, increased angiogenesis, and worse patient outcome. Our findings provide insight into myeloid cell diversity and its clinical relevance in IDH-differential grade 4 gliomas, and may serve as a resource for immunotherapy development. © 2022 The Pathological Society of Great Britain and Ireland.Tumour-associated macrophages (TAMs) abundantly infiltrate high-grade gliomas and orchestrate immune response, but their diversity in isocitrate dehydrogenase (IDH)-differential grade 4 gliomas remains largely unknown. This study aimed to dissect the transcriptional states, spatial distribution, and clinicopathological significance of distinct monocyte-derived TAM (Mo-TAM) and microglia-derived TAM (Mg-TAM) clusters across glioblastoma-IDH-wild type and astrocytoma-IDH-mutant-grade 4 (Astro-IDH-mut-G4). Single-cell RNA sequencing was performed on four cases of human glioblastoma and three cases of Astro-IDH-mut-G4. Cell clustering, single-cell regulatory network inference, and gene set enrichment analysis were performed to characterize the functional states of myeloid clusters. The spatial distribution of TAM subsets was determined in human glioma tissues using multiplex immunostaining. The prognostic value of different TAM-cluster specific gene sets was evaluated in the TCGA glioma cohort. Profiling and unbiased clustering of 24,227 myeloid cells from glioblastoma and Astro-IDH-mut-G4 identified nine myeloid cell clusters including monocytes, six Mo/Mg-TAM subsets, dendritic cells, and proliferative myeloid clusters. Different Mo/Mg-TAM clusters manifest functional and transcriptional diversity controlled by specific regulons. Multiplex immunostaining of subset-specific markers identified spatial enrichment of distinct TAM clusters at peri-vascular/necrotic areas in tumour parenchyma or at the tumour-brain interface. Glioblastoma harboured a substantially higher number of monocytes and Mo-TAM-inflammatory clusters, whereas Astro-IDH-mut-G4 had a higher proportion of TAM subsets mediating antigen presentation. Glioblastomas with a higher proportion of monocytes exhibited a mesenchymal signature, increased angiogenesis, and worse patient outcome. Our findings provide insight into myeloid cell diversity and its clinical relevance in IDH-differential grade 4 gliomas, and may serve as a resource for immunotherapy development. © 2022 The Pathological Society of Great Britain and Ireland.
Tumour‐associated macrophages (TAMs) abundantly infiltrate high‐grade gliomas and orchestrate immune response, but their diversity in isocitrate dehydrogenase (IDH)‐differential grade 4 gliomas remains largely unknown. This study aimed to dissect the transcriptional states, spatial distribution, and clinicopathological significance of distinct monocyte‐derived TAM (Mo‐TAM) and microglia‐derived TAM (Mg‐TAM) clusters across glioblastoma‐IDH‐wild type and astrocytoma‐IDH‐mutant‐grade 4 (Astro‐IDH‐mut‐G4). Single‐cell RNA sequencing was performed on four cases of human glioblastoma and three cases of Astro‐IDH‐mut‐G4. Cell clustering, single‐cell regulatory network inference, and gene set enrichment analysis were performed to characterize the functional states of myeloid clusters. The spatial distribution of TAM subsets was determined in human glioma tissues using multiplex immunostaining. The prognostic value of different TAM‐cluster specific gene sets was evaluated in the TCGA glioma cohort. Profiling and unbiased clustering of 24,227 myeloid cells from glioblastoma and Astro‐IDH‐mut‐G4 identified nine myeloid cell clusters including monocytes, six Mo/Mg‐TAM subsets, dendritic cells, and proliferative myeloid clusters. Different Mo/Mg‐TAM clusters manifest functional and transcriptional diversity controlled by specific regulons. Multiplex immunostaining of subset‐specific markers identified spatial enrichment of distinct TAM clusters at peri‐vascular/necrotic areas in tumour parenchyma or at the tumour–brain interface. Glioblastoma harboured a substantially higher number of monocytes and Mo‐TAM‐inflammatory clusters, whereas Astro‐IDH‐mut‐G4 had a higher proportion of TAM subsets mediating antigen presentation. Glioblastomas with a higher proportion of monocytes exhibited a mesenchymal signature, increased angiogenesis, and worse patient outcome. Our findings provide insight into myeloid cell diversity and its clinical relevance in IDH‐differential grade 4 gliomas, and may serve as a resource for immunotherapy development. © 2022 The Pathological Society of Great Britain and Ireland.
Tumour‐associated macrophages (TAMs) abundantly infiltrate high‐grade gliomas and orchestrate immune response, but their diversity in isocitrate dehydrogenase (IDH)‐differential grade 4 gliomas remains largely unknown. This study aimed to dissect the transcriptional states, spatial distribution, and clinicopathological significance of distinct monocyte‐derived TAM (Mo‐TAM) and microglia‐derived TAM (Mg‐TAM) clusters across glioblastoma‐ IDH ‐wild type and astrocytoma‐ IDH ‐mutant‐grade 4 (Astro‐IDH‐mut‐G4). Single‐cell RNA sequencing was performed on four cases of human glioblastoma and three cases of Astro‐IDH‐mut‐G4. Cell clustering, single‐cell regulatory network inference, and gene set enrichment analysis were performed to characterize the functional states of myeloid clusters. The spatial distribution of TAM subsets was determined in human glioma tissues using multiplex immunostaining. The prognostic value of different TAM‐cluster specific gene sets was evaluated in the TCGA glioma cohort. Profiling and unbiased clustering of 24,227 myeloid cells from glioblastoma and Astro‐IDH‐mut‐G4 identified nine myeloid cell clusters including monocytes, six Mo/Mg‐TAM subsets, dendritic cells, and proliferative myeloid clusters. Different Mo/Mg‐TAM clusters manifest functional and transcriptional diversity controlled by specific regulons. Multiplex immunostaining of subset‐specific markers identified spatial enrichment of distinct TAM clusters at peri‐vascular/necrotic areas in tumour parenchyma or at the tumour–brain interface. Glioblastoma harboured a substantially higher number of monocytes and Mo‐TAM‐inflammatory clusters, whereas Astro‐IDH‐mut‐G4 had a higher proportion of TAM subsets mediating antigen presentation. Glioblastomas with a higher proportion of monocytes exhibited a mesenchymal signature, increased angiogenesis, and worse patient outcome. Our findings provide insight into myeloid cell diversity and its clinical relevance in IDH‐differential grade 4 gliomas, and may serve as a resource for immunotherapy development. © 2022 The Pathological Society of Great Britain and Ireland.
Author Yang, Kai‐Di
Lv, Sheng‐Qing
Guo, Ying
Wang, Qiang‐Hu
Wang, Wen‐Ying
Li, Xue‐Gang
Luo, Tao
Luo, Chun‐Hua
Yang, Xi
Ping, Yi‐Fang
Miao, Jing‐Ya
Luo, Min
Bian, Xiu‐Wu
Cao, Mian‐Fu
Chen, Cong
Yang, Ying
Yin, Wen
Liu, Yu‐Qi
Feng, Hua
Zhang, Xiao‐Ning
Li, Tian‐Ran
Yang, Liu‐Qing
Wang, Chao
He, Zhi‐Cheng
Zeng, Hui
Zhou, Lei
Liu, Qing
Li, Fei
Shi, Yu
Mao, Min
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Copyright 2022 The Pathological Society of Great Britain and Ireland.
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Snippet Tumour‐associated macrophages (TAMs) abundantly infiltrate high‐grade gliomas and orchestrate immune response, but their diversity in isocitrate dehydrogenase...
Tumour-associated macrophages (TAMs) abundantly infiltrate high-grade gliomas and orchestrate immune response, but their diversity in isocitrate dehydrogenase...
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SubjectTerms Angiogenesis
Antigen presentation
Astrocytoma
Brain cancer
Brain tumors
Dendritic cells
diffuse glioma
Gene set enrichment analysis
Glioblastoma
Glioma
Immunotherapy
Inflammation
Isocitrate dehydrogenase
Macrophages
Mesenchyme
Microglia
Monocytes
Mutants
Myeloid cells
Parenchyma
single‐cell transcriptomics
Spatial distribution
tumour‐associated macrophage
Title A map of the spatial distribution and tumour‐associated macrophage states in glioblastoma and grade 4 IDH‐mutant astrocytoma
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