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Epithelial/mesenchymal plasticity: how have quantitative mathematical models helped improve our understanding?

Publication ,  Journal Article
Jolly, MK; Tripathi, SC; Somarelli, JA; Hanash, SM; Levine, H
Published in: Mol Oncol
July 2017

Phenotypic plasticity, the ability of cells to reversibly alter their phenotypes in response to signals, presents a significant clinical challenge to treating solid tumors. Tumor cells utilize phenotypic plasticity to evade therapies, metastasize, and colonize distant organs. As a result, phenotypic plasticity can accelerate tumor progression. A well-studied example of phenotypic plasticity is the bidirectional conversions among epithelial, mesenchymal, and hybrid epithelial/mesenchymal (E/M) phenotype(s). These conversions can alter a repertoire of cellular traits associated with multiple hallmarks of cancer, such as metabolism, immune evasion, invasion, and metastasis. To tackle the complexity and heterogeneity of these transitions, mathematical models have been developed that seek to capture the experimentally verified molecular mechanisms and act as 'hypothesis-generating machines'. Here, we discuss how these quantitative mathematical models have helped us explain existing experimental data, guided further experiments, and provided an improved conceptual framework for understanding how multiple intracellular and extracellular signals can drive E/M plasticity at both the single-cell and population levels. We also discuss the implications of this plasticity in driving multiple aggressive facets of tumor progression.

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Published In

Mol Oncol

DOI

EISSN

1878-0261

Publication Date

July 2017

Volume

11

Issue

7

Start / End Page

739 / 754

Location

United States

Related Subject Headings

  • Oncology & Carcinogenesis
  • Neoplasms
  • Models, Biological
  • Humans
  • Epithelial-Mesenchymal Transition
  • Animals
  • 3211 Oncology and carcinogenesis
  • 1112 Oncology and Carcinogenesis
 

Citation

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Jolly, M. K., Tripathi, S. C., Somarelli, J. A., Hanash, S. M., & Levine, H. (2017). Epithelial/mesenchymal plasticity: how have quantitative mathematical models helped improve our understanding? Mol Oncol, 11(7), 739–754. https://doi.org/10.1002/1878-0261.12084
Jolly, Mohit Kumar, Satyendra C. Tripathi, Jason A. Somarelli, Samir M. Hanash, and Herbert Levine. “Epithelial/mesenchymal plasticity: how have quantitative mathematical models helped improve our understanding?Mol Oncol 11, no. 7 (July 2017): 739–54. https://doi.org/10.1002/1878-0261.12084.
Jolly MK, Tripathi SC, Somarelli JA, Hanash SM, Levine H. Epithelial/mesenchymal plasticity: how have quantitative mathematical models helped improve our understanding? Mol Oncol. 2017 Jul;11(7):739–54.
Jolly, Mohit Kumar, et al. “Epithelial/mesenchymal plasticity: how have quantitative mathematical models helped improve our understanding?Mol Oncol, vol. 11, no. 7, July 2017, pp. 739–54. Pubmed, doi:10.1002/1878-0261.12084.
Jolly MK, Tripathi SC, Somarelli JA, Hanash SM, Levine H. Epithelial/mesenchymal plasticity: how have quantitative mathematical models helped improve our understanding? Mol Oncol. 2017 Jul;11(7):739–754.

Published In

Mol Oncol

DOI

EISSN

1878-0261

Publication Date

July 2017

Volume

11

Issue

7

Start / End Page

739 / 754

Location

United States

Related Subject Headings

  • Oncology & Carcinogenesis
  • Neoplasms
  • Models, Biological
  • Humans
  • Epithelial-Mesenchymal Transition
  • Animals
  • 3211 Oncology and carcinogenesis
  • 1112 Oncology and Carcinogenesis