» Articles » PMID: 34316714

A Mechanistic Model Captures the Emergence and Implications of Non-genetic Heterogeneity and Reversible Drug Resistance in ER+ Breast Cancer Cells

Overview
Journal NAR Cancer
Specialty Oncology
Date 2021 Jul 28
PMID 34316714
Citations 34
Authors
Affiliations
Soon will be listed here.
Abstract

Resistance to anti-estrogen therapy is an unsolved clinical challenge in successfully treating ER+ breast cancer patients. Recent studies have demonstrated the role of non-genetic (i.e. phenotypic) adaptations in tolerating drug treatments; however, the mechanisms and dynamics of such non-genetic adaptation remain elusive. Here, we investigate coupled dynamics of epithelial-mesenchymal transition (EMT) in breast cancer cells and emergence of reversible drug resistance. Our mechanism-based model for underlying regulatory network reveals that these two axes can drive one another, thus enabling non-genetic heterogeneity in a cell population by allowing for six co-existing phenotypes: epithelial-sensitive, mesenchymal-resistant, hybrid E/M-sensitive, hybrid E/M-resistant, mesenchymal-sensitive and epithelial-resistant, with the first two ones being most dominant. Next, in a population dynamics framework, we exemplify the implications of phenotypic plasticity (both drug-induced and intrinsic stochastic switching) and/or non-genetic heterogeneity in promoting population survival in a mixture of sensitive and resistant cells, even in the absence of any cell-cell cooperation. Finally, we propose the potential therapeutic use of mesenchymal-epithelial transition inducers besides canonical anti-estrogen therapy to limit the emergence of reversible drug resistance. Our results offer mechanistic insights into empirical observations on EMT and drug resistance and illustrate how such dynamical insights can be exploited for better therapeutic designs.

Citing Articles

EMT-driven plasticity prospectively increases cell-cell variability to promote therapeutic adaptation in breast cancer.

Muller L, Fauvet F, Chassot C, Angileri F, Coutant A, Degletagne C Cancer Cell Int. 2025; 25(1):32.

PMID: 39901189 PMC: 11789407. DOI: 10.1186/s12935-025-03637-w.


Low dimensionality of phenotypic space as an emergent property of coordinated teams in biological regulatory networks.

Hari K, Harlapur P, Saxena A, Haldar K, Girish A, Malpani T iScience. 2025; 28(2):111730.

PMID: 39898023 PMC: 11787609. DOI: 10.1016/j.isci.2024.111730.


Negligible Long-Term Impact of Nonlinear Growth Dynamics on Heterogeneity in Models of Cancer Cell Populations.

Giaimo S, Shah S, Raatz M, Traulsen A Bull Math Biol. 2025; 87(2):18.

PMID: 39751987 PMC: 11698897. DOI: 10.1007/s11538-024-01395-w.


Cancer drug-tolerant persister cells: from biological questions to clinical opportunities.

Russo M, Chen M, Mariella E, Peng H, Rehman S, Sancho E Nat Rev Cancer. 2024; 24(10):694-717.

PMID: 39223250 DOI: 10.1038/s41568-024-00737-z.


Epithelial-mesenchymal plasticity in cancer: signaling pathways and therapeutic targets.

Wang X, Xue X, Pang M, Yu L, Qian J, Li X MedComm (2020). 2024; 5(8):e659.

PMID: 39092293 PMC: 11292400. DOI: 10.1002/mco2.659.


References
1.
Jiang Y, Zhao X, Xiao Q, Liu Q, Ding K, Yu F . Snail and Slug mediate tamoxifen resistance in breast cancer cells through activation of EGFR-ERK independent of epithelial-mesenchymal transition. J Mol Cell Biol. 2014; 6(4):352-4. DOI: 10.1093/jmcb/mju019. View

2.
Scherbakov A, Andreeva O, Shatskaya V, Krasilnikov M . The relationships between snail1 and estrogen receptor signaling in breast cancer cells. J Cell Biochem. 2012; 113(6):2147-55. DOI: 10.1002/jcb.24087. View

3.
Zheng X, Carstens J, Kim J, Scheible M, Kaye J, Sugimoto H . Epithelial-to-mesenchymal transition is dispensable for metastasis but induces chemoresistance in pancreatic cancer. Nature. 2015; 527(7579):525-530. PMC: 4849281. DOI: 10.1038/nature16064. View

4.
Pisco A, Huang S . Non-genetic cancer cell plasticity and therapy-induced stemness in tumour relapse: 'What does not kill me strengthens me'. Br J Cancer. 2015; 112(11):1725-32. PMC: 4647245. DOI: 10.1038/bjc.2015.146. View

5.
Zhang J, Zhou C, Jiang H, Liang L, Shi W, Zhang Q . ZEB1 induces ER-α promoter hypermethylation and confers antiestrogen resistance in breast cancer. Cell Death Dis. 2017; 8(4):e2732. PMC: 5477580. DOI: 10.1038/cddis.2017.154. View