Single-cell profiling of myeloid cells in glioblastoma across species and disease stage reveals macrophage competition and specialization

被引:473
作者
Antunes, Ana Rita Pombo [1 ,2 ]
Scheyltjens, Isabelle [1 ,2 ]
Lodi, Francesca [3 ,4 ]
Messiaen, Julie [5 ]
Antoranz, Asier [5 ]
Duerinck, Johnny [6 ]
Kancheva, Daliya [7 ]
Martens, Liesbet [8 ,9 ,10 ]
De Vlaminck, Karen [1 ,2 ]
Van Hove, Hannah [1 ,2 ]
Hansen, Signe Schmidt Kjolner [1 ,2 ]
Bosisio, Francesca Maria [11 ]
Van der Borght, Koen [7 ]
De Vleeschouwer, Steven [12 ,13 ,14 ]
Sciot, Raf [11 ]
Bouwens, Luc [15 ]
Verfaillie, Michiel [16 ]
Vandamme, Niels [17 ,18 ]
Vandenbroucke, Roosmarijn E. [9 ,19 ]
De Wever, Olivier [20 ,21 ]
Saeys, Yvan [17 ,18 ]
Guilliams, Martin [8 ,9 ]
Gysemans, Conny [22 ]
Neyns, Bart [23 ]
De Smet, Frederik [5 ]
Lambrechts, Diether [3 ,4 ]
Van Ginderachter, Jo A. [1 ,2 ]
Movahedi, Kiavash [1 ,2 ]
机构
[1] VIB Ctr Inflammat Res, Myeloid Cell Immunol Lab, Brussels, Belgium
[2] Vrije Univ Brussel, Lab Cellular & Mol Immunol, Brussels, Belgium
[3] Katholieke Univ Leuven, Lab Translat Genet, Dept Human Genet, Leuven, Belgium
[4] VIB, VIB KU Leuven Ctr Canc Biol, Leuven, Belgium
[5] Katholieke Univ Leuven, Translat Cell & Tissue Res Unit, Lab Precis Canc Med, Dept Imaging & Pathol, Leuven, Belgium
[6] UZ Brussels, Dept Neurosurg, Brussels, Belgium
[7] Janssen Pharmaceut, Beerse, Belgium
[8] VIB Ctr Inflammat Res, Lab Myeloid Cell Ontogeny & Funct Specializat, Ghent, Belgium
[9] Univ Ghent, Dept Biomed Mol Biol, Ghent, Belgium
[10] VIB Ctr Inflammat Res, Lab Myeloid Cell Heterogene & Funct, Ghent, Belgium
[11] Katholieke Univ Leuven, Translat Cell & Tissue Res Unit, Dept Imaging & Pathol, Leuven, Belgium
[12] UZ Leuven, Dept Neurosurg, Leuven, Belgium
[13] Katholieke Univ Leuven, Lab Expt Neurosurg & Neuroanat, Dept Neurosci, Leuven, Belgium
[14] Katholieke Univ Leuven, Leuven Brain Inst LBI, Leuven, Belgium
[15] Vrije Univ Brussel, Cell Differentiat Lab, Brussels, Belgium
[16] Europe Hosp St Elisabeth, Dept Neurosurg, Uccle, Belgium
[17] VIB Ctr Inflammat Res, Data Min & Modeling Biomed, Ghent, Belgium
[18] Univ Ghent, Dept Appl Math Comp Sci & Stat, Ghent, Belgium
[19] VIB Ctr Inflammat Res, Ghent, Belgium
[20] Univ Ghent, Canc Res Inst Ghent CRIG, Ghent, Belgium
[21] Univ Ghent, Lab Expt Canc Res, Ghent, Belgium
[22] Katholieke Univ Leuven, Clin & Expt Endocrinol CEE, Leuven, Belgium
[23] UZ Brussels, Dept Med Oncol, Brussels, Belgium
基金
欧盟地平线“2020”;
关键词
IMMUNE CELLS; BONE-MARROW; RESPONSES; INHIBITION; LANDSCAPE; SUBSETS; NETWORK; TUMORS;
D O I
10.1038/s41593-020-00789-y
中图分类号
Q189 [神经科学];
学科分类号
071006 [神经生物学];
摘要
Glioblastomas are aggressive primary brain cancers that recur as therapy-resistant tumors. Myeloid cells control glioblastoma malignancy, but their dynamics during disease progression remain poorly understood. Here, we employed single-cell RNA sequencing and CITE-seq to map the glioblastoma immune landscape in mouse tumors and in patients with newly diagnosed disease or recurrence. This revealed a large and diverse myeloid compartment, with dendritic cell and macrophage populations that were conserved across species and dynamic across disease stages. Tumor-associated macrophages (TAMs) consisted of microglia- or monocyte-derived populations, with both exhibiting additional heterogeneity, including subsets with conserved lipid and hypoxic signatures. Microglia- and monocyte-derived TAMs were self-renewing populations that competed for space and could be depleted via CSF1R blockade. Microglia-derived TAMs were predominant in newly diagnosed tumors, but were outnumbered by monocyte-derived TAMs following recurrence, especially in hypoxic tumor environments. Our results unravel the glioblastoma myeloid landscape and provide a framework for future therapeutic interventions.
引用
收藏
页码:595 / 610
页数:16
相关论文
共 64 条
[51]
Expansion and Activation of CD103+ Dendritic Cell Progenitors at the Tumor Site Enhances Tumor Responses to Therapeutic PD-L1 and BRAF Inhibition [J].
Salmon, Helene ;
Idoyaga, Juliana ;
Rahman, Adeeb ;
Leboeuf, Marylene ;
Remark, Romain ;
Jordan, Stefan ;
Casanova-Acebes, Maria ;
Khudoynazarova, Makhzuna ;
Agudo, Judith ;
Tung, Navpreet ;
Chakarov, Svetoslav ;
Rivera, Christina ;
Hogstad, Brandon ;
Bosenberg, Marcus ;
Hashimoto, Daigo ;
Gnjatic, Sacha ;
Bhardwaj, Nina ;
Palucka, Anna Karolina ;
Brown, Brian D. ;
Brody, Joshua ;
Ginhoux, Florent ;
Merad, Miriam .
IMMUNITY, 2016, 44 (04) :924-938
[52]
Mapping microglia states in the human brain through the integration of high-dimensional techniques [J].
Sankowski, Roman ;
Bottcher, Chotima ;
Masuda, Takahiro ;
Geirsdottir, Laufey ;
Sagar ;
Sindram, Elena ;
Seredenina, Tamara ;
Muhs, Andreas ;
Scheiwe, Christian ;
Shah, Mukesch Johannes ;
Heiland, Dieter Henrik ;
Schnell, Oliver ;
Grun, Dominic ;
Priller, Josef ;
Prinz, Marco .
NATURE NEUROSCIENCE, 2019, 22 (12) :2098-+
[53]
Mapping the human DC lineage through the integration of high-dimensional techniques [J].
See, Peter ;
Dutertre, Charles-Antoine ;
Chen, Jinmiao ;
Gunther, Patrick ;
McGovern, Naomi ;
Irac, Sergio Erdal ;
Gunawan, Merry ;
Beyer, Marc ;
Handler, Kristian ;
Duan, Kaibo ;
Bin Sumatoh, Hermi Rizal ;
Ruffin, Nicolas ;
Jouve, Mabel ;
Gea-Mallorqui, Ester ;
Hennekam, Raoul C. M. ;
Lim, Tony ;
Yip, Chan Chung ;
Wen, Ming ;
Malleret, Benoit ;
Low, Ivy ;
Shadan, Nurhidaya Binte ;
Fen, Charlene Foong Shu ;
Tay, Alicia ;
Lum, Josephine ;
Zolezzi, Francesca ;
Larbi, Anis ;
Poidinger, Michael ;
Chan, Jerry K. Y. ;
Chen, Qingfeng ;
Renia, Laurent ;
Haniffa, Muzlifah ;
Benaroch, Philippe ;
Schlitzer, Andreas ;
Schultze, Joachim L. ;
Newell, Evan W. ;
Ginhoux, Florent .
SCIENCE, 2017, 356 (6342)
[54]
Monocyte emigration from bone marrow during bacterial infection requires signals mediated by chemokine receptor CCR2 [J].
Serbina, NV ;
Pamer, EG .
NATURE IMMUNOLOGY, 2006, 7 (03) :311-317
[55]
Engrafted parenchymal brain macrophages differ from microglia in transcriptome, chromatin landscape and response to challenge [J].
Shemer, Anat ;
Grozoyski, Jonathan ;
Tay, Tuan Leng ;
Tao, Jenhan ;
Volaski, Alon ;
Suess, Patrick ;
Ardura-Fabregat, Alberto ;
Gross-Vered, Mor ;
Kim, Jung-Seok ;
David, Eyal ;
Chappell-Maor, Louise ;
Thielecke, Lars ;
Glass, Christopher K. ;
Cornils, Kerstin ;
Prinz, Marco ;
Jung, Steffen .
NATURE COMMUNICATIONS, 2018, 9
[56]
Srinivas S, 2001, BMC Dev Biol, V1, P4, DOI 10.1186/1471-213X-1-4
[57]
Stoeckius M, 2017, NAT METHODS, V14, P865, DOI [10.1038/nmeth.4380, 10.1038/NMETH.4380]
[58]
Comprehensive Integration of Single-Cell Data [J].
Stuart, Tim ;
Butler, Andrew ;
Hoffman, Paul ;
Hafemeister, Christoph ;
Papalexi, Efthymia ;
Mauck, William M., III ;
Hao, Yuhan ;
Stoeckius, Marlon ;
Smibert, Peter ;
Satija, Rahul .
CELL, 2019, 177 (07) :1888-+
[59]
A single-cell atlas of mouse brain macrophages reveals unique transcriptional identities shaped by ontogeny and tissue environment [J].
Van Hove, Hannah ;
Martens, Liesbet ;
Scheyltjens, Isabelle ;
De Vlaminck, Karen ;
Antunes, Ana Rita Pombo ;
De Prijck, Sofie ;
Vandamme, Niels ;
De Schepper, Sebastiaan ;
Van Isterdael, Gert ;
Scott, Charlotte L. ;
Aerts, Jeroen ;
Berx, Geert ;
Boeckxstaene, Guy E. ;
Vandenbroucke, Roosmarijn E. ;
Vereecke, Lars ;
Moechars, Diederik ;
Guilliams, Martin ;
Van Ginderachter, Jo A. ;
Saeys, Yvan ;
Movahedi, Kiavash .
NATURE NEUROSCIENCE, 2019, 22 (06) :1021-1035
[60]
Single-cell RNA-seq reveals new types of human blood dendritic cells, monocytes, and progenitors [J].
Villani, Alexandra-Chloe ;
Satija, Rahul ;
Reynolds, Gary ;
Sarkizova, Siranush ;
Shekhar, Karthik ;
Fletcher, James ;
Griesbeck, Morgane ;
Butler, Andrew ;
Zheng, Shiwei ;
Lazo, Suzan ;
Jardine, Laura ;
Dixon, David ;
Stephenson, Emily ;
Nilsson, Emil ;
Grundberg, Ida ;
McDonald, David ;
Filby, Andrew ;
Li, Weibo ;
De Jager, Philip L. ;
Rozenblatt-Rosen, Orit ;
Lane, Andrew A. ;
Haniffa, Muzlifah ;
Regev, Aviv ;
Hacohen, Nir .
SCIENCE, 2017, 356 (6335)