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Cancer Discovery
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Research Articles

Tumor Microenvironment Is Critical for the Maintenance of Cellular States Found in Primary Glioblastomas

Allison R. Pine, Stefano M. Cirigliano, James G. Nicholson, Yang Hu, Amanda Linkous, Ken Miyaguchi, Lincoln Edwards, Richa Singhania, Theodore H. Schwartz, Rohan Ramakrishna, David J. Pisapia, Matija Snuderl, Olivier Elemento and Howard A. Fine
Allison R. Pine
1Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Weill Cornell Medicine, New York, New York.
2Tri-Institutional Program in Computational Biology and Medicine, New York, New York.
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Stefano M. Cirigliano
3Department of Neurology, Weill Cornell Medicine, New York, New York.
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James G. Nicholson
3Department of Neurology, Weill Cornell Medicine, New York, New York.
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  • ORCID record for James G. Nicholson
Yang Hu
1Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Weill Cornell Medicine, New York, New York.
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Amanda Linkous
3Department of Neurology, Weill Cornell Medicine, New York, New York.
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Ken Miyaguchi
3Department of Neurology, Weill Cornell Medicine, New York, New York.
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Lincoln Edwards
4Brain and Mind Research Institute, Weill Cornell Medicine, New York, New York.
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Richa Singhania
3Department of Neurology, Weill Cornell Medicine, New York, New York.
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Theodore H. Schwartz
5Department of Neurological Surgery, Weill Cornell Medicine, New York, New York.
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Rohan Ramakrishna
5Department of Neurological Surgery, Weill Cornell Medicine, New York, New York.
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David J. Pisapia
6Department of Pathology, Weill Cornell Medicine, New York, New York.
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Matija Snuderl
7Department of Pathology, NYU Langone Medical Center, New York, New York.
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Olivier Elemento
1Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Weill Cornell Medicine, New York, New York.
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  • For correspondence: haf9016@med.cornell.edu ole2001@med.cornell.edu
Howard A. Fine
3Department of Neurology, Weill Cornell Medicine, New York, New York.
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  • For correspondence: haf9016@med.cornell.edu ole2001@med.cornell.edu
DOI: 10.1158/2159-8290.CD-20-0057 Published July 2020
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Abstract

Glioblastoma (GBM), an incurable tumor, remains difficult to model and more importantly to treat due to its genetic/epigenetic heterogeneity and plasticity across cellular states. The ability of current tumor models to recapitulate the cellular states found in primary tumors remains unexplored. To address this issue, we compared single-cell RNA sequencing of tumor cells from 5 patients across four patient-specific glioblastoma stem cell (GSC)–derived model types, including glioma spheres, tumor organoids, glioblastoma cerebral organoids (GLICO), and patient-derived xenografts. We find that GSCs within the GLICO model are enriched for a neural progenitor–like cell subpopulation and recapitulate the cellular states and their plasticity found in the corresponding primary parental tumors. These data demonstrate how the contribution of a neuroanatomically accurate human microenvironment is critical and sufficient for recapitulating the cellular states found in human primary GBMs, a principle that may likely apply to other tumor models.

Significance: It has been unclear how well different patient-derived GBM models are able to recreate the full heterogeneity of primary tumors. Here, we provide a complete transcriptomic characterization of the major model types. We show that the microenvironment is crucial for recapitulating GSC cellular states, highlighting the importance of tumor–host cell interactions.

See related commentary by Luo and Weiss, p. 907.

This article is highlighted in the In This Issue feature, p. 890

Footnotes

  • Note: Supplementary data for this article are available at Cancer Discovery Online (http://cancerdiscovery.aacrjournals.org/).

  • Cancer Discov 2020;10:964–79

  • Received January 15, 2020.
  • Revision received March 14, 2020.
  • Accepted March 31, 2020.
  • Published first April 6, 2020.
  • ©2020 American Association for Cancer Research.
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Cancer Discovery: 10 (7)
July 2020
Volume 10, Issue 7
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Tumor Microenvironment Is Critical for the Maintenance of Cellular States Found in Primary Glioblastomas
Allison R. Pine, Stefano M. Cirigliano, James G. Nicholson, Yang Hu, Amanda Linkous, Ken Miyaguchi, Lincoln Edwards, Richa Singhania, Theodore H. Schwartz, Rohan Ramakrishna, David J. Pisapia, Matija Snuderl, Olivier Elemento and Howard A. Fine
Cancer Discov July 1 2020 (10) (7) 964-979; DOI: 10.1158/2159-8290.CD-20-0057

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Tumor Microenvironment Is Critical for the Maintenance of Cellular States Found in Primary Glioblastomas
Allison R. Pine, Stefano M. Cirigliano, James G. Nicholson, Yang Hu, Amanda Linkous, Ken Miyaguchi, Lincoln Edwards, Richa Singhania, Theodore H. Schwartz, Rohan Ramakrishna, David J. Pisapia, Matija Snuderl, Olivier Elemento and Howard A. Fine
Cancer Discov July 1 2020 (10) (7) 964-979; DOI: 10.1158/2159-8290.CD-20-0057
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