Neoadjuvant PD-1 blockade induces T cell and cDC1 activation but fails to overcome the immunosuppressive tumor associated macrophages in recurrent glioblastoma

被引:165
作者
Lee, Alexander H. [1 ,2 ]
Sun, Lu [1 ]
Mochizuki, Aaron Y. [1 ]
Reynoso, Jeremy G. [1 ]
Orpilla, Joey [1 ]
Chow, Frances [3 ]
Kienzler, Jenny C. [1 ]
Everson, Richard G. [1 ,4 ]
Nathanson, David A. [2 ,4 ]
Bensinger, Steven J. [2 ,4 ,5 ]
Liau, Linda M. [1 ,2 ,4 ]
Cloughesy, Timothy [2 ,3 ,4 ]
Hugo, Willy [4 ,6 ,7 ]
Prins, Robert M. [1 ,2 ,4 ,6 ]
机构
[1] Univ Calif Los Angeles, Dept Neurosurg, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, Dept Neurol Neurooncol, Los Angeles, CA 90095 USA
[4] Univ Calif Los Angeles, UCLA Jonsson Comprehens Canc Ctr, Los Angeles, CA 90095 USA
[5] Univ Calif Los Angeles, Dept Microbiol Immunol & Mol Genet, Los Angeles, CA 90095 USA
[6] Parker Inst Canc Immunotherapy, 1 Letterman Dr,Suite D3500, San Francisco, CA 94129 USA
[7] Univ Calif Los Angeles, Dept Med Dermatol, Los Angeles, CA 90095 USA
基金
美国国家卫生研究院;
关键词
PROGRESSION-FREE SURVIVAL; CANCER-IMMUNOTHERAPY; LANDSCAPE; GRADE; RECEPTOR; MICROENVIRONMENT; ANTITUMOR; PREVENTS; SUBSETS; GLIOMAS;
D O I
10.1038/s41467-021-26940-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Immune-checkpoint blockade has shown limited benefits in patients with glioblastoma. To understand how the composition of the tumor immune microenvironment might limit clinical responses, here the authors present a high dimensional profiling of the immune landscape in patients with glioblastoma following neoadjuvant PD-1 checkpoint blockade. Primary brain tumors, such as glioblastoma (GBM), are remarkably resistant to immunotherapy, even though pre-clinical models suggest effectiveness. To understand this better in patients, here we take advantage of our recent neoadjuvant treatment paradigm to map the infiltrating immune cell landscape of GBM and how this is altered following PD-1 checkpoint blockade using high dimensional proteomics, single cell transcriptomics, and quantitative multiplex immunofluorescence. Neoadjuvant PD-1 blockade increases T cell infiltration and the proportion of a progenitor exhausted population of T cells found within the tumor. We identify an early activated and clonally expanded CD8+ T cell cluster whose TCR overlaps with a CD8+ PBMC population. Distinct changes are also observed in conventional type 1 dendritic cells that may facilitate T cell recruitment. Macrophages and monocytes still constitute the majority of infiltrating immune cells, even after anti-PD-1 therapy. Interferon-mediated changes in the myeloid population are consistently observed following PD-1 blockade; these also mediate an increase in chemotactic factors that recruit T cells. However, sustained high expression of T-cell-suppressive checkpoints in these myeloid cells continue to prevent the optimal activation of the tumor infiltrating T cells. Therefore, future immunotherapeutic strategies may need to incorporate the targeting of these cells for clinical benefit.
引用
收藏
页数:16
相关论文
共 56 条
[31]   Inhibitory CD161 receptor identified in glioma-infiltrating T cells by single-cell analysis [J].
Mathewson, Nathan D. ;
Ashenberg, Orr ;
Tirosh, Itay ;
Gritsch, Simon ;
Perez, Elizabeth M. ;
Marx, Sascha ;
Jerby-Arnon, Livnat ;
Chanoch-Myers, Rony ;
Hara, Toshiro ;
Richman, Alyssa R. ;
Ito, Yoshinaga ;
Pyrdol, Jason ;
Friedrich, Mirco ;
Schumann, Kathrin ;
Poitras, Michael J. ;
Gokhale, Prafulla C. ;
Castro, L. Nicolas Gonzalez ;
Shore, Marni E. ;
Hebert, Christine M. ;
Shaw, Brian ;
Cahill, Heather L. ;
Drummond, Matthew ;
Zhang, Wubing ;
Olawoyin, Olamide ;
Wakimoto, Hiroaki ;
Rozenblatt-Rosen, Orit ;
Brastianos, Priscilla K. ;
Liu, X. Shirley ;
Jones, Pamela S. ;
Cahill, Daniel P. ;
Frosch, Matthew P. ;
Louis, David N. ;
Freeman, Gordon J. ;
Ligon, Keith L. ;
Marson, Alexander ;
Chiocca, E. Antonio ;
Reardon, David A. ;
Regev, Aviv ;
Suva, Mario L. ;
Wucherpfennig, Kai W. .
CELL, 2021, 184 (05) :1281-+
[32]   Subsets of exhausted CD8+ T cells differentially mediate tumor control and respond to checkpoint blockade [J].
Miller, Brian C. ;
Sen, Debattama R. ;
Al Abosy, Rose ;
Bi, Kevin ;
Virkud, Yamini V. ;
LaFleur, Martin W. ;
Yates, Kathleen B. ;
Lako, Ana ;
Felt, Kristen ;
Naik, Girish S. ;
Manos, Michael ;
Gjini, Evisa ;
Kuchroo, Juhi R. ;
Ishizuka, Jeffrey J. ;
Collier, Jenna L. ;
Griffin, Gabriel K. ;
Maleri, Seth ;
Comstock, Dawn E. ;
Weiss, Sarah A. ;
Brown, Flavian D. ;
Panda, Arpit ;
Zimmer, Margaret D. ;
Manguso, Robert T. ;
Hodi, F. Stephen ;
Rodig, Scott J. ;
Sharpe, Arlene H. ;
Haining, W. Nicholas .
NATURE IMMUNOLOGY, 2019, 20 (03) :326-+
[33]   Single-cell profiling of human gliomas reveals macrophage ontogeny as a basis for regional differences in macrophage activation in the tumor microenvironment [J].
Muller, Soren ;
Kohanbash, Gary ;
Liu, S. John ;
Alvarado, Beatriz ;
Carrera, Diego ;
Bhaduri, Aparna ;
Watchmaker, Payal B. ;
Yagnik, Garima ;
Di Lullo, Elizabeth ;
Malatesta, Martina ;
Amankulor, Nduka M. ;
Kriegstein, Arnold R. ;
Lim, Daniel A. ;
Aghi, Manish ;
Okada, Hideho ;
Diaz, Aaron .
GENOME BIOLOGY, 2017, 18
[34]   TIGIT and CD226: Tipping the Balance between Costimulatory and Coinhibitory Molecules to Augment the Cancer Immunotherapy Toolkit [J].
Pauken, Kristen E. ;
Wherry, E. John .
CANCER CELL, 2014, 26 (06) :785-787
[35]   Glioma Grade Is Associated with the Accumulation and Activity of Cells Bearing M2 Monocyte Markers [J].
Prosniak, Michael ;
Harshyne, Larry A. ;
Andrews, David W. ;
Kenyon, Lawrence C. ;
Bedelbaeva, Kamila ;
Apanasovich, Tatiyana V. ;
Heber-Katz, Ellen ;
Curtis, Mark T. ;
Cotzia, Paolo ;
Hooper, D. Craig .
CLINICAL CANCER RESEARCH, 2013, 19 (14) :3776-3786
[36]  
Qiu XJ, 2017, NAT METHODS, V14, P979, DOI [10.1038/NMETH.4402, 10.1038/nmeth.4402]
[37]   Anti-PD-1 Induces M1 Polarization in the Glioma Microenvironment and Exerts Therapeutic Efficacy in the Absence of CD8 Cytotoxic T Cells [J].
Rao, Ganesh ;
Latha, Khatri ;
Ott, Martina ;
Sabbagh, Aria ;
Marisetty, Anantha ;
Ling, Xiaoyang ;
Zamler, Daniel ;
Doucette, Tiffany A. ;
Yang, Yuhui ;
Kong, Ling-Yuan ;
Wei, Jun ;
Fuller, Gregory N. ;
Benavides, Fernando ;
Sonabend, Adam M. ;
Long, James ;
Li, Shulin ;
Curran, Michael ;
Heimberger, Amy B. .
CLINICAL CANCER RESEARCH, 2020, 26 (17) :4699-4712
[38]   Myeloid derived suppressor cell infiltration of murine and human gliomas is associated with reduction of tumor infiltrating lymphocytes [J].
Raychaudhuri, Baisakhi ;
Rayman, Patricia ;
Huang, Pengjing ;
Grabowski, Matthew ;
Hambardzumyan, Dolores ;
Finke, James H. ;
Vogelbaum, Michael A. .
JOURNAL OF NEURO-ONCOLOGY, 2015, 122 (02) :293-301
[39]   Clustering by fast search and find of density peaks [J].
Rodriguez, Alex ;
Laio, Alessandro .
SCIENCE, 2014, 344 (6191) :1492-1496
[40]   TRUST4: immune repertoire reconstruction from bulk and single-cell RNA-seq data [J].
Song, Li ;
Cohen, David ;
Ouyang, Zhangyi ;
Cao, Yang ;
Hu, Xihao ;
Liu, X. Shirley .
NATURE METHODS, 2021, 18 (06) :627-+