Spatiotemporal analysis of glioma heterogeneity reveals COL1A1 as an actionable target to disrupt tumor progression

被引:55
作者
Comba, Andrea [1 ,2 ,3 ]
Faisal, Syed M. [1 ,2 ,3 ]
Dunn, Patrick J. [1 ,2 ,3 ]
Argento, Anna E. [1 ,2 ]
Hollon, Todd C. [1 ]
Al-Holou, Wajd N. [1 ]
Varela, Maria Luisa [1 ,2 ]
Zamler, Daniel B. [1 ,2 ]
Quass, Gunnar L. [4 ]
Apostolides, Pierre F. [4 ,5 ]
Abel, Clifford, II [1 ,2 ,3 ]
Brown, Christine E. [6 ]
Kish, Phillip E. [1 ,7 ]
Kahana, Alon [7 ]
Kleer, Celina G. [3 ,8 ]
Motsch, Sebastien [9 ]
Castro, Maria G. [1 ,2 ,3 ]
Lowenstein, Pedro R. [1 ,2 ,3 ,10 ]
机构
[1] Univ Michigan, Med Sch, Dept Neurosurg, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Med Sch, Dept Cell & Dev Biol, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Med Sch, Rogel Canc Ctr, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Dept Otolaryngol Head & Neck Surg, Med Sch, Kresge Hearing Res Inst, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Med Sch, Dept Mol & Integrat Physiol, Ann Arbor, MI 48109 USA
[6] City Hope Natl Med Ctr, Natl Med Ctr, Dept Hematol & Hematopoiet Cell Transplantat, Duarte, CA 91010 USA
[7] Univ Michigan, Med Sch, Ophthalmol & Visual Sci, Ann Arbor, MI 48109 USA
[8] Univ Michigan, Med Sch, Dept Pathol, Ann Arbor, MI 48109 USA
[9] Arizona State Univ, Sch Math & Stat Sci, Tempe, AZ 85287 USA
[10] Univ Michigan, Dept Biomed Engn, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院;
关键词
INTEGRATED GENOMIC ANALYSIS; COLLECTIVE CELL-MIGRATION; GENE-EXPRESSION; IN-VIVO; CANCER; INVASION; COLLAGEN; MATRIX; MECHANISMS; LANDSCAPE;
D O I
10.1038/s41467-022-31340-1
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
It is essential to improve our understanding of the features that influence aggressiveness and invasion in high grade gliomas (HGG). Here, the authors characterize dynamic anatomical structures in HGG called oncostreams, which are associated with tumor growth and are regulated by COL1A1. Intra-tumoral heterogeneity is a hallmark of glioblastoma that challenges treatment efficacy. However, the mechanisms that set up tumor heterogeneity and tumor cell migration remain poorly understood. Herein, we present a comprehensive spatiotemporal study that aligns distinctive intra-tumoral histopathological structures, oncostreams, with dynamic properties and a specific, actionable, spatial transcriptomic signature. Oncostreams are dynamic multicellular fascicles of spindle-like and aligned cells with mesenchymal properties, detected using ex vivo explants and in vivo intravital imaging. Their density correlates with tumor aggressiveness in genetically engineered mouse glioma models, and high grade human gliomas. Oncostreams facilitate the intra-tumoral distribution of tumoral and non-tumoral cells, and potentially the collective invasion of the normal brain. These fascicles are defined by a specific molecular signature that regulates their organization and function. Oncostreams structure and function depend on overexpression of COL1A1. Col1a1 is a central gene in the dynamic organization of glioma mesenchymal transformation, and a powerful regulator of glioma malignant behavior. Inhibition of Col1a1 eliminates oncostreams, reprograms the malignant histopathological phenotype, reduces expression of the mesenchymal associated genes, induces changes in the tumor microenvironment and prolongs animal survival. Oncostreams represent a pathological marker of potential value for diagnosis, prognosis, and treatment.
引用
收藏
页数:23
相关论文
共 82 条
[1]  
Abadi M, 2016, ACM SIGPLAN NOTICES, V51, P1, DOI [10.1145/2951913.2976746, 10.1145/3022670.2976746]
[2]   Glioma through the looking GLASS: molecular evolution of diffuse gliomas and the Glioma Longitudinal Analysis Consortium [J].
Aldape, Kenneth ;
Amin, Samirkumar B. ;
Ashley, David M. ;
Barnholtz-Sloan, Jill S. ;
Bates, Amanda J. ;
Beroukhim, Rameen ;
Bock, Christoph ;
Brat, Daniel J. ;
Claus, Elizabeth B. ;
Costello, Joseph F. ;
de Groot, John F. ;
Finocchiaro, Gaetano ;
French, Pim J. ;
Gan, Hui K. ;
Griffith, Brent ;
Herold-Mende, Christel C. ;
Horbinski, Craig ;
Iavarone, Antonio ;
Kalkanis, Steven N. ;
Karabatsou, Konstantina ;
Kim, Hoon ;
Kouwenhoven, Mathilde C. M. ;
McDonald, Kerrie L. ;
Miletic, Hrvoje ;
Nam, Do-Hyun ;
Ng, Ho Keung ;
Niclou, Simone P. ;
Noushmehr, Houtan ;
Ormond, D. Ryan ;
Poisson, Laila M. ;
Reifenberger, Guido ;
Roncaroli, Federico ;
Sa, Jason K. ;
Smitt, Peter A. E. Sillevis ;
Smits, Marion ;
Souza, Camila F. ;
Tabatabai, Ghazaleh ;
Van Meir, Erwin G. ;
Verhaak, Roel G. W. ;
Watts, Colin ;
Wesseling, Pieter ;
Woehrer, Adelheid ;
Yung, W. K. Alfred ;
Jungk, Christine ;
Hau, Ann-Christin ;
van Dyck, Eric ;
Westerman, Bait A. ;
Yin, Julia ;
Abiola, Olajide ;
Zeps, Nikolaj .
NEURO-ONCOLOGY, 2018, 20 (07) :873-884
[3]   Intravital imaging of glioma border morphology reveals distinctive cellular dynamics and contribution to tumor cell invasion [J].
Alieva, Maria ;
Leidgens, Verena ;
Riemenschneider, Markus J. ;
Klein, Christoph A. ;
Hau, Peter ;
van Rheenen, Jacco .
SCIENTIFIC REPORTS, 2019, 9 (1)
[4]  
[Anonymous], 2002, MODEL SEL MULTIMODEL
[5]  
[Anonymous], 2007, ACTA NEUROPATHOL, DOI DOI 10.1007/s00401-007-0243-4
[6]   Mesenchymal Transformation: The Rosetta Stone of Glioblastoma Pathogenesis and Therapy Resistance [J].
Azam, Zulfikar ;
To, Shing-Shun Tony ;
Tannous, Bakhos A. .
ADVANCED SCIENCE, 2020, 7 (22)
[7]   Mechanisms of Glioma Formation: Iterative Perivascular Glioma Growth and Invasion Leads to Tumor Progression, VEGF-Independent Vascularization, and Resistance to Antiangiogenic Therapy [J].
Baker, Gregory J. ;
Yadav, Viveka Nand ;
Motsch, Sebastien ;
Koschmann, Carl ;
Calinescu, Anda-Alexandra ;
Mineharu, Yohei ;
Camelo-Piragua, Sandra Ines ;
Orringer, Daniel ;
Bannykh, Serguei ;
Nichols, Wesley S. ;
deCarvalho, Ana C. ;
Mikkelsen, Tom ;
Castro, Maria G. ;
Lowenstein, Pedro R. .
NEOPLASIA, 2014, 16 (07) :543-561
[8]   Differential propagation of stroma and cancer stem cells dictates tumorigenesis and multipotency [J].
Behnan, J. ;
Stangeland, B. ;
Hosainey, S. A. M. ;
Joel, M. ;
Olsen, T. K. ;
Micci, F. ;
Glover, J. C. ;
Isakson, P. ;
Brinchmann, J. E. .
ONCOGENE, 2017, 36 (04) :570-584
[9]   The landscape of the mesenchymal signature in brain tumours [J].
Behnan, Jinan ;
Finocchiaro, Gaetano ;
Hanna, Gabi .
BRAIN, 2019, 142 :847-866
[10]   The Intratumoral Heterogeneity Reflects the Intertumoral Subtypes of Glioblastoma Multiforme: A Regional Immunohistochemistry Analysis [J].
Bergmann, Natalie ;
Delbridge, Claire ;
Gempt, Jens ;
Feuchtinger, Annette ;
Walch, Axel ;
Schirmer, Lucas ;
Bunk, Wolfram ;
Aschenbrenner, Thomas ;
Liesche-Starnecker, Friederike ;
Schlegel, Juergen .
FRONTIERS IN ONCOLOGY, 2020, 10