Single-cell characterization of macrophages in glioblastoma reveals MARCO as a mesenchymal pro-tumor marker

被引:83
作者
Chen, Andrew X. [1 ,2 ]
Gartrell, Robyn D. [3 ]
Zhao, Junfei [1 ,2 ,4 ]
Upadhyayula, Pavan S. [5 ]
Zhao, Wenting [1 ]
Yuan, Jinzhou [1 ]
Minns, Hanna E. [3 ]
Dovas, Athanassios [6 ]
Bruce, Jeffrey N. [5 ]
Lasorella, Anna [3 ,6 ,7 ]
Iavarone, Antonio [6 ,7 ,8 ]
Canoll, Peter [6 ]
Sims, Peter A. [1 ,9 ]
Rabadan, Raul [1 ,2 ,4 ]
机构
[1] Columbia Univ, Irving Med Ctr, Dept Syst Biol, New York, NY 10027 USA
[2] Columbia Univ, Irving Med Ctr, Program Math Genom, New York, NY 10027 USA
[3] Columbia Univ, Dept Pediat, Irving Med Ctr, New York, NY 10027 USA
[4] Columbia Univ, Irving Med Ctr, Dept Biomed Informat, New York, NY USA
[5] Columbia Univ, Irving Med Ctr, Dept Neurol Surg, New York, NY USA
[6] Columbia Univ, Dept Pathol & Cell Biol, Irving Med Ctr, New York, NY USA
[7] Columbia Univ, Irving Med Ctr, Inst Canc Genet, New York, NY USA
[8] Columbia Univ, Dept Neurol, Irving Med Ctr, New York, NY USA
[9] Columbia Univ, Dept Biochem & Mol Biophys, Irving Med Ctr, New York, NY USA
关键词
Glioblastoma; Single-cell RNA-seq; Cancer immunotherapy; Macrophages; COLLAGENOUS STRUCTURE; GENOMIC ANALYSIS; DENDRITIC CELLS; RECEPTOR; EXPRESSION; ADENOCARCINOMA; ACTIVATION; LANDSCAPE; MICROGLIA; ONTOGENY;
D O I
10.1186/s13073-021-00906-x
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Macrophages are the most common infiltrating immune cells in gliomas and play a wide variety of pro-tumor and anti-tumor roles. However, the different subpopulations of macrophages and their effects on the tumor microenvironment remain poorly understood. Methods We combined new and previously published single-cell RNA-seq data from 98,015 single cells from a total of 66 gliomas to profile 19,331 individual macrophages. Results Unsupervised clustering revealed a pro-tumor subpopulation of bone marrow-derived macrophages characterized by the scavenger receptor MARCO, which is almost exclusively found in IDH1-wild-type glioblastomas. Previous studies have implicated MARCO as an unfavorable marker in melanoma and non-small cell lung cancer; here, we find that bulk MARCO expression is associated with worse prognosis and mesenchymal subtype. Furthermore, MARCO expression is significantly altered over the course of treatment with anti-PD1 checkpoint inhibitors in a response-dependent manner, which we validate with immunofluorescence imaging. Conclusions These findings illustrate a novel macrophage subpopulation that drives tumor progression in glioblastomas and suggest potential therapeutic targets to prevent their recruitment.
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页数:13
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