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

Wen Yin, Yi Fang Ping, Fei Li, Sheng Qing Lv, Xiao Ning Zhang, Xue Gang Li, Ying Guo, Qing Liu, Tian Ran Li, Liu Qing Yang, Kai Di Yang, Yu Qi Liu, Chun Hua Luo, Tao Luo, Wen Ying Wang, Min Mao, Min Luo, Zhi Cheng He, Mian Fu Cao, Cong ChenJing Ya Miao, Hui Zeng, Chao Wang, Lei Zhou, Ying Yang, Xi Yang, Qianghu Wang, Hua Feng, Yu Shi, Xiu Wu Bian

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

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.

Original languageEnglish (US)
Pages (from-to)121-135
Number of pages15
JournalJournal of Pathology
Volume258
Issue number2
DOIs
StatePublished - Oct 2022
Externally publishedYes

Keywords

  • diffuse glioma
  • single-cell transcriptomics
  • spatial distribution
  • tumour-associated macrophage

ASJC Scopus subject areas

  • Pathology and Forensic Medicine

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