Modeling the influence of cell-cell contact and TGF-β signaling on the epithelial mesenchymal transition in MCF7 breast carcinoma cells

被引:2
作者
Gasior, Kelsey [1 ]
Hauck, Marlene [2 ]
Bhattacharya, Sudin [3 ,4 ,5 ,6 ,7 ]
机构
[1] Univ Ottawa, Dept Math, Ottawa, ON, Canada
[2] North Carolina State Univ, Coll Vet Med, Raleigh, NC USA
[3] Michigan State Univ, Dept Biomed Engn, E Lansing, MI 48824 USA
[4] Michigan State Univ, Dept Pharmacol & Toxicol, E Lansing, MI USA
[5] Michigan State Univ, Ctr Res Ingredient Safety, E Lansing, MI 48824 USA
[6] Michigan State Univ, Inst Quantitat Hlth Sci & Engn, E Lansing, MI 48824 USA
[7] Michigan State Univ, Inst Integrat Toxicol, E Lansing, MI 48824 USA
基金
美国国家科学基金会;
关键词
Epithelial mesenchymal transition; Bistable switch; TGF-beta; Cell-cell contact; Breast carcinoma; E-CADHERIN; EMT; PATHWAYS; INVASION;
D O I
10.1016/j.jtbi.2022.111160
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The epithelial mesenchymal transition (EMT) is a process by which cells lose their adhesive nature and gain the migratory properties associated with mesenchymal cells. This transition allows cells to migrate away from a primary tumor while maintaining their newly acquired invasive behavior, suggesting that there is a bistable switch between the epithelial and mesenchymal phenotypes. In recent experimental work, we found evidence of this bistability in the MCF7 breast carcinoma cell line (Gasior et al., 2019). Underlying the complex processes governing EMT, we identify a feedback loop between E-cadherin, a protein involved in cellular adhesion, and Slug, a transcription factor that is upregulated during EMT. Here, we present a simple mathematical model that examines the relationship between E-cadherin and Slug in response to pro-epithelial and pro-mesenchymal factors, cell-cell contact and TGF-beta, respectively. We hypothesize that cell-cell contact is a critical component in the transition from the epithelial to the mesenchymal phenotype and that it is possible to initiate EMT with the loss of cell-cell contact or the activation of the TGF-beta signaling pathway. We propose a reversible bistable switch in response to a loss of cell-cell contact but an irreversible bistable switch when the cell is exposed to TGF-beta. Taken together, this model shows that acquiring and retaining invasive behavior by cells with high levels of cell-cell contact is not impossible but, instead, depends on the cooperation between the two switches. The predictions of this model for E-cadherin and Slug levels were compared against relative gene expression data from our recent experiments with MCF7 cells (Gasior et al., 2019). Our model works well to predict E-cadherin and Slug mRNA expression in low confluence experiments, while also highlighting issues that arise when comparing experimental results to theoretical predictions. (C) 2022 Elsevier Ltd. All rights reserved.
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页数:13
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共 38 条
  • [1] EMT: 2016
    Angela Nieto, M.
    Huang, Ruby Yun-Ju
    Jackson, Rebecca A.
    Thiery, Jean Paul
    [J]. CELL, 2016, 166 (01) : 21 - 45
  • [2] Signal transduction by the TGF-β superfamily
    Attisano, L
    Wrana, JL
    [J]. SCIENCE, 2002, 296 (5573) : 1646 - 1647
  • [3] A Reaction-Diffusion Model of the Cadherin-Catenin System: A Possible Mechanism for Contact Inhibition and Implications for Tumorigenesis
    Basan, Markus
    Idema, Timon
    Lenz, Martin
    Joanny, Jean-Francois
    Risler, Thomas
    [J]. BIOPHYSICAL JOURNAL, 2010, 98 (12) : 2770 - 2779
  • [4] SENSITIVITY AND UNCERTAINTY ANALYSIS OF COMPLEX-MODELS OF DISEASE TRANSMISSION - AN HIV MODEL, AS AN EXAMPLE
    BLOWER, SM
    DOWLATABADI, H
    [J]. INTERNATIONAL STATISTICAL REVIEW, 1994, 62 (02) : 229 - 243
  • [5] Toward understanding cancer stem cell heterogeneity in the tumor microenvironment
    Bocci, Federico
    Gearhart-Serna, Larisa
    Boareto, Marcelo
    Ribeiro, Mariana
    Ben-Jacob, Eshel
    Devi, Gayathri R.
    Levine, Herbert
    Onuchic, Jose Nelson
    Jolly, Mohit Kumar
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (01) : 148 - 157
  • [6] Deciphering epithelial-Mesenchymal Transition Regulatory Networks in Cancer through Computational Approaches
    Burger, Gerhard A.
    Danen, Erik H. J.
    Beltman, Joost B.
    [J]. FRONTIERS IN ONCOLOGY, 2017, 7
  • [7] TGF-Beta Induces Serous Borderline Ovarian Tumor Cell Invasion by Activating EMT but Triggers Apoptosis in Low-Grade Serous Ovarian Carcinoma Cells
    Cheng, Jung-Chien
    Auersperg, Nelly
    Leung, Peter C. K.
    [J]. PLOS ONE, 2012, 7 (08):
  • [8] The role of the cell-adhesion molecule E-cadherin as a tumour-suppressor gene
    Christofori, G
    Semb, H
    [J]. TRENDS IN BIOCHEMICAL SCIENCES, 1999, 24 (02) : 73 - 76
  • [9] Transcriptional crosstalk between TGFβ and stem cell pathways in tumor cell invasion Role of EMT promoting Smad complexes
    Fuxe, Jonas
    Vincent, Theresa
    Garcia de Herreros, Antonio
    [J]. CELL CYCLE, 2010, 9 (12) : 2363 - 2374
  • [10] The role of cellular contact and TGF-beta signaling in the activation of the epithelial mesenchymal transition (EMT)
    Gasior, Kelsey
    Wagner, Nikki J.
    Cores, Jhon
    Caspar, Rose
    Wilson, Alyson
    Bhattacharya, Sudin
    Hauck, Marlene L.
    [J]. CELL ADHESION & MIGRATION, 2019, 13 (01) : 63 - 75