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Toward understanding cancer stem cell heterogeneity in the tumor microenvironment.

Publication ,  Journal Article
Bocci, F; Gearhart-Serna, L; Boareto, M; Ribeiro, M; Ben-Jacob, E; Devi, GR; Levine, H; Onuchic, JN; Jolly, MK
Published in: Proc Natl Acad Sci U S A
January 2, 2019

The epithelial-mesenchymal transition (EMT) and cancer stem cell (CSC) formation are two paramount processes driving tumor progression, therapy resistance, and cancer metastasis. Recent experiments show that cells with varying EMT and CSC phenotypes are spatially segregated in the primary tumor. The underlying mechanisms generating such spatiotemporal dynamics in the tumor microenvironment, however, remain largely unexplored. Here, we show through a mechanism-based dynamical model that the diffusion of EMT-inducing signals such as TGF-β, together with noncell autonomous control of EMT and CSC decision making via the Notch signaling pathway, can explain experimentally observed disparate localization of subsets of CSCs with varying EMT phenotypes in the tumor. Our simulations show that the more mesenchymal CSCs lie at the invasive edge, while the hybrid epithelial/mesenchymal (E/M) CSCs reside in the tumor interior. Further, motivated by the role of Notch-Jagged signaling in mediating EMT and stemness, we investigated the microenvironmental factors that promote Notch-Jagged signaling. We show that many inflammatory cytokines such as IL-6 that can promote Notch-Jagged signaling can (i) stabilize a hybrid E/M phenotype, (ii) increase the likelihood of spatial proximity of hybrid E/M cells, and (iii) expand the fraction of CSCs. To validate the predicted connection between Notch-Jagged signaling and stemness, we knocked down JAG1 in hybrid E/M SUM149 human breast cancer cells in vitro. JAG1 knockdown significantly restricted tumor organoid formation, confirming the key role that Notch-Jagged signaling can play in tumor progression. Together, our integrated computational-experimental framework reveals the underlying principles of spatiotemporal dynamics of EMT and CSCs.

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Published In

Proc Natl Acad Sci U S A

DOI

EISSN

1091-6490

Publication Date

January 2, 2019

Volume

116

Issue

1

Start / End Page

148 / 157

Location

United States

Related Subject Headings

  • Tumor Microenvironment
  • Transforming Growth Factor beta
  • Signal Transduction
  • Receptors, Notch
  • Phenotype
  • Neoplastic Stem Cells
  • Neoplastic Cells, Circulating
  • Humans
  • Gene Knockdown Techniques
  • Female
 

Citation

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Bocci, F., Gearhart-Serna, L., Boareto, M., Ribeiro, M., Ben-Jacob, E., Devi, G. R., … Jolly, M. K. (2019). Toward understanding cancer stem cell heterogeneity in the tumor microenvironment. Proc Natl Acad Sci U S A, 116(1), 148–157. https://doi.org/10.1073/pnas.1815345116
Bocci, Federico, Larisa Gearhart-Serna, Marcelo Boareto, Mariana Ribeiro, Eshel Ben-Jacob, Gayathri R. Devi, Herbert Levine, José Nelson Onuchic, and Mohit Kumar Jolly. “Toward understanding cancer stem cell heterogeneity in the tumor microenvironment.Proc Natl Acad Sci U S A 116, no. 1 (January 2, 2019): 148–57. https://doi.org/10.1073/pnas.1815345116.
Bocci F, Gearhart-Serna L, Boareto M, Ribeiro M, Ben-Jacob E, Devi GR, et al. Toward understanding cancer stem cell heterogeneity in the tumor microenvironment. Proc Natl Acad Sci U S A. 2019 Jan 2;116(1):148–57.
Bocci, Federico, et al. “Toward understanding cancer stem cell heterogeneity in the tumor microenvironment.Proc Natl Acad Sci U S A, vol. 116, no. 1, Jan. 2019, pp. 148–57. Pubmed, doi:10.1073/pnas.1815345116.
Bocci F, Gearhart-Serna L, Boareto M, Ribeiro M, Ben-Jacob E, Devi GR, Levine H, Onuchic JN, Jolly MK. Toward understanding cancer stem cell heterogeneity in the tumor microenvironment. Proc Natl Acad Sci U S A. 2019 Jan 2;116(1):148–157.
Journal cover image

Published In

Proc Natl Acad Sci U S A

DOI

EISSN

1091-6490

Publication Date

January 2, 2019

Volume

116

Issue

1

Start / End Page

148 / 157

Location

United States

Related Subject Headings

  • Tumor Microenvironment
  • Transforming Growth Factor beta
  • Signal Transduction
  • Receptors, Notch
  • Phenotype
  • Neoplastic Stem Cells
  • Neoplastic Cells, Circulating
  • Humans
  • Gene Knockdown Techniques
  • Female