Single-Cell Spatial Analysis Identifies Regulators of Brain Tumor-Initiating Cells

被引:10
作者
Mirzaei, Reza [1 ,2 ]
D'Mello, Charlotte [1 ,2 ]
Liu, Marina [1 ,2 ]
Nikolic, Ana [3 ,4 ,5 ]
Kumar, Mehul [3 ,5 ]
Visser, Frank [2 ]
Bose, Pinaki [3 ,5 ,6 ]
Gallo, Marco [3 ,4 ,5 ]
Yong, V. Wee [1 ,2 ,3 ,6 ,7 ]
机构
[1] Univ Calgary, Dept Clin Neurosci, Calgary, AB, Canada
[2] Univ Calgary, Hotchkiss Brain Inst, Calgary, AB, Canada
[3] Univ Calgary, Arnie Charbonneau Canc Inst, Calgary, AB, Canada
[4] Univ Calgary, Alberta Childrens Hosp Res Inst, Calgary, AB, Canada
[5] Univ Calgary, Dept Biochem & Mol Biol, Calgary, AB, Canada
[6] Univ Calgary, Dept Oncol, Calgary, AB, Canada
[7] Univ Calgary, 3330 Hosp Dr, Calgary, AB T2N 4N1, Canada
基金
加拿大健康研究院;
关键词
GLIOBLASTOMA STEM-CELLS; TOLL-LIKE; MATRIX; TEMOZOLOMIDE; BIGLYCAN; SURVIVAL; SIGNAL;
D O I
10.1158/0008-5472.CAN-22-3004
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Glioblastomas (GBM) are aggressive brain tumors with extensive intratumoral heterogeneity that contributes to treatment resistance. Spatial characterization of GBMs could provide insights into the role of the brain tumor microenvironment in regulating intratumoral heterogeneity. Here, we performed spatial transcriptomic and single-cell analyses of the mouse and human GBM microenvironment to dissect the impact of distinct anatomical regions of brains on GBM. In a syngeneic GBM mouse model, spatial transcriptomics revealed that numerous extracellular matrix (ECM) molecules, including biglycan, were elevated in areas infiltrated with brain tumor-initiating cells (BTIC). Single-cell RNA sequencing and single-cell assay for transposase-accessible chromatin using sequencing showed that ECM molecules were differentially expressed by GBM cells based on their differentiation and cellular programming phenotypes. Exogeneous biglycan or overexpression of biglycan resulted in a higher proliferation rate of BTICs, which was associated mechanistically with low-density lipoprotein receptor-related protein 6 (LRP6) binding and activation of the Wnt/beta-catenin pathway. Biglycan-overexpressing BTICs developed into larger tumors and displayed mesenchymal phenotypes when implanted intracranially in mice. This study points to the spatial heterogeneity of ECM molecules in GBM and suggests that the biglycan-LRP6 axis could be a therapeutic target to curb tumor growth. Significance: Characterization of the spatial heterogeneity of glioblastoma identifies regulators of brain tumor-initiating cells and tumor growth that could serve as candidates for therapeutic interventions to improve the prognosis of patients. [GRAPHICS] .
引用
收藏
页码:1725 / 1741
页数:17
相关论文
共 48 条
[1]   The scrambled story between hyaluronan and glioblastoma [J].
Arturo Pibuel, Matias ;
Poodts, Daniela ;
Diaz, Mariangeles ;
Elvira Hajos, Silvia ;
Laura Lompardia, Silvina .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2021, 296
[2]   Biglycan, a Danger Signal That Activates the NLRP3 Inflammasome via Toll-like and P2X Receptors [J].
Babelova, Andrea ;
Moreth, Kristin ;
Tsalastra-Greul, Wasiliki ;
Zeng-Brouwers, Jinyang ;
Eickelberg, Oliver ;
Young, Marian F. ;
Bruckner, Peter ;
Pfeilschifter, Josef ;
Schaefer, Roland M. ;
Groene, Hermann-Josef ;
Schaefer, Liliana .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2009, 284 (36) :24035-24048
[3]   Modulation of canonical Wnt signaling by the extracellular matrix component biglycan [J].
Berendsen, Agnes D. ;
Fisher, Larry W. ;
Kilts, Tina M. ;
Owens, Rick T. ;
Robey, Pamela G. ;
Gutkind, J. Silvio ;
Young, Marian F. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (41) :17022-17027
[4]   In vitro modeling of glioblastoma initiation using PDGF-AA and p53-null neural progenitors [J].
Bohm, Alexandra K. ;
DePetro, Jessica ;
Binding, Carmen E. ;
Gerber, Amanda ;
Chahley, Nicholas ;
Berger, N. Dan ;
Ware, Mathaeus ;
Thomas, Kaitlin ;
Senapathi, U. ;
Bukhari, Shazreh ;
Chen, Cindy ;
Chahley, Erin ;
Grisdale, Cameron ;
Lawn, Sam ;
Yu, Yaping ;
Wong, Raymond ;
Shen, Yaoqing ;
Omairi, Hiba ;
Mirzaei, Reza ;
Alshatti, Nourah ;
Pedersen, Haley ;
Yong, Wee ;
Weiss, Samuel ;
Chan, Jennifer ;
Cimino, P. J. ;
Kelly, John ;
Jones, Steve ;
Holland, Eric ;
Blough, Michael ;
Cairncross, Gregory .
NEURO-ONCOLOGY, 2020, 22 (08) :1150-1161
[5]   GlioVis data portal for visualization and analysis of brain tumor expression datasets [J].
Bowman, Robert L. ;
Wang, Qianghu ;
Carro, Angel ;
Verhaak, Roel G. W. ;
Squatrito, Massimo .
NEURO-ONCOLOGY, 2017, 19 (01) :139-141
[6]   Integrating single-cell transcriptomic data across different conditions, technologies, and species [J].
Butler, Andrew ;
Hoffman, Paul ;
Smibert, Peter ;
Papalexi, Efthymia ;
Satija, Rahul .
NATURE BIOTECHNOLOGY, 2018, 36 (05) :411-+
[7]   A perivascular niche for brain tumor stem cells [J].
Calabrese, Christopher ;
Poppleton, Helen ;
Kocak, Mehmet ;
Hogg, Twala L. ;
Fuller, Christine ;
Hamner, Blair ;
Oh, Eun Young ;
Gaber, M. Waleed ;
Finklestein, David ;
Allen, Meredith ;
Frank, Adrian ;
Bayazitov, Ildar T. ;
Zakharenko, Stanislav S. ;
Gajjar, Amar ;
Davidoff, Andrew ;
Gilbertson, Richard J. .
CANCER CELL, 2007, 11 (01) :69-82
[8]   Biglycan protects human neuroblastoma cells from nitric oxide-induced death by inhibiting AMPK-mTOR mediated autophagy and intracellular ROS level [J].
Chen, Sujuan ;
Guo, Dandan ;
Lei, Bingbing ;
Bi, Jiajia ;
Yang, Haijie .
BIOTECHNOLOGY LETTERS, 2020, 42 (04) :657-668
[9]   Targeting Chondroitin Sulfate Reduces Invasiveness of Glioma Cells by Suppressing CD44 and Integrin β1 Expression [J].
Chu, Yin-Hung ;
Liao, Wen-Chieh ;
Ho, Ying-Jui ;
Huang, Chih-Hsien ;
Tseng, To-Jung ;
Liu, Chiung-Hui .
CELLS, 2021, 10 (12)
[10]   Inhibition of LTβR signalling activates WNT-induced regeneration in lung [J].
Conlon, Thomas M. ;
John-Schuster, Gerrit ;
Heide, Danijela ;
Pfister, Dominik ;
Lehmann, Mareike ;
Hu, Yan ;
Ertuz, Zeynep ;
Lopez, Martin A. ;
Ansari, Meshal ;
Strunz, Maximilian ;
Mayr, Christoph ;
Ciminieri, Chiara ;
Costa, Rita ;
Kohlhepp, Marlene Sophia ;
Guillot, Adrien ;
Gunes, Gizem ;
Jeridi, Aicha ;
Funk, Maja C. ;
Beroshvili, Giorgi ;
Prokosch, Sandra ;
Hetzer, Jenny ;
Verleden, Stijn E. ;
Alsafadi, Hani ;
Lindner, Michael ;
Burgstaller, Gerald ;
Becker, Lore ;
Irmler, Martin ;
Dudek, Michael ;
Janzen, Jakob ;
Goffin, Eric ;
Gosens, Reinoud ;
Knolle, Percy ;
Pirotte, Bernard ;
Stoeger, Tobias ;
Beckers, Johannes ;
Wagner, Darcy ;
Singh, Indrabahadur ;
Theis, Fabian J. ;
de Angelis, Martin Hrabe ;
O'Connor, Tracy ;
Tacke, Frank ;
Boutros, Michael ;
Dejardin, Emmanuel ;
Eickelberg, Oliver ;
Schiller, Herbert B. ;
Konigshoff, Melanie ;
Heikenwalder, Mathias ;
Yildirim, Ali Onder .
NATURE, 2020, 588 (7836) :151-+