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Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma.

Publication ,  Journal Article
Patel, AP; Tirosh, I; Trombetta, JJ; Shalek, AK; Gillespie, SM; Wakimoto, H; Cahill, DP; Nahed, BV; Curry, WT; Martuza, RL; Louis, DN ...
Published in: Science
June 20, 2014

Human cancers are complex ecosystems composed of cells with distinct phenotypes, genotypes, and epigenetic states, but current models do not adequately reflect tumor composition in patients. We used single-cell RNA sequencing (RNA-seq) to profile 430 cells from five primary glioblastomas, which we found to be inherently variable in their expression of diverse transcriptional programs related to oncogenic signaling, proliferation, complement/immune response, and hypoxia. We also observed a continuum of stemness-related expression states that enabled us to identify putative regulators of stemness in vivo. Finally, we show that established glioblastoma subtype classifiers are variably expressed across individual cells within a tumor and demonstrate the potential prognostic implications of such intratumoral heterogeneity. Thus, we reveal previously unappreciated heterogeneity in diverse regulatory programs central to glioblastoma biology, prognosis, and therapy.

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Published In

Science

DOI

EISSN

1095-9203

Publication Date

June 20, 2014

Volume

344

Issue

6190

Start / End Page

1396 / 1401

Location

United States

Related Subject Headings

  • Single-Cell Analysis
  • Sequence Analysis, RNA
  • RNA, Messenger
  • Prognosis
  • Humans
  • Glioblastoma
  • Genetic Variation
  • General Science & Technology
  • Gene Expression Profiling
  • Brain Neoplasms
 

Citation

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Patel, A. P., Tirosh, I., Trombetta, J. J., Shalek, A. K., Gillespie, S. M., Wakimoto, H., … Bernstein, B. E. (2014). Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma. Science, 344(6190), 1396–1401. https://doi.org/10.1126/science.1254257
Patel, Anoop P., Itay Tirosh, John J. Trombetta, Alex K. Shalek, Shawn M. Gillespie, Hiroaki Wakimoto, Daniel P. Cahill, et al. “Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma.Science 344, no. 6190 (June 20, 2014): 1396–1401. https://doi.org/10.1126/science.1254257.
Patel AP, Tirosh I, Trombetta JJ, Shalek AK, Gillespie SM, Wakimoto H, et al. Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma. Science. 2014 Jun 20;344(6190):1396–401.
Patel, Anoop P., et al. “Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma.Science, vol. 344, no. 6190, June 2014, pp. 1396–401. Pubmed, doi:10.1126/science.1254257.
Patel AP, Tirosh I, Trombetta JJ, Shalek AK, Gillespie SM, Wakimoto H, Cahill DP, Nahed BV, Curry WT, Martuza RL, Louis DN, Rozenblatt-Rosen O, Suvà ML, Regev A, Bernstein BE. Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma. Science. 2014 Jun 20;344(6190):1396–1401.
Journal cover image

Published In

Science

DOI

EISSN

1095-9203

Publication Date

June 20, 2014

Volume

344

Issue

6190

Start / End Page

1396 / 1401

Location

United States

Related Subject Headings

  • Single-Cell Analysis
  • Sequence Analysis, RNA
  • RNA, Messenger
  • Prognosis
  • Humans
  • Glioblastoma
  • Genetic Variation
  • General Science & Technology
  • Gene Expression Profiling
  • Brain Neoplasms