Literature DB >> 34316714

A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells.

Sarthak Sahoo1, Ashutosh Mishra1, Harsimran Kaur1, Kishore Hari1, Srinath Muralidharan2, Susmita Mandal1, Mohit Kumar Jolly1.   

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.
© The Author(s) 2021. Published by Oxford University Press on behalf of NAR Cancer.

Entities:  

Year:  2021        PMID: 34316714      PMCID: PMC8271219          DOI: 10.1093/narcan/zcab027

Source DB:  PubMed          Journal:  NAR Cancer        ISSN: 2632-8674


  90 in total

1.  The relationships between snail1 and estrogen receptor signaling in breast cancer cells.

Authors:  Alexander M Scherbakov; Olga E Andreeva; Valentina A Shatskaya; Mikhail A Krasil'nikov
Journal:  J Cell Biochem       Date:  2012-06       Impact factor: 4.429

Review 2.  A chance at survival: gene expression noise and phenotypic diversification strategies.

Authors:  Dawn Fraser; Mads Kaern
Journal:  Mol Microbiol       Date:  2009-02-10       Impact factor: 3.501

Review 3.  Biological determinants of endocrine resistance in breast cancer.

Authors:  Elizabeth A Musgrove; Robert L Sutherland
Journal:  Nat Rev Cancer       Date:  2009-09       Impact factor: 60.716

4.  Snail and Slug mediate tamoxifen resistance in breast cancer cells through activation of EGFR-ERK independent of epithelial-mesenchymal transition.

Authors:  Yan Jiang; Xiaotong Zhao; Qian Xiao; Qingbo Liu; Keshuo Ding; Fei Yu; Rui Zhang; Tao Zhu; Gaoxiang Ge
Journal:  J Mol Cell Biol       Date:  2014-06-10       Impact factor: 6.216

5.  Enhancer reprogramming driven by high-order assemblies of transcription factors promotes phenotypic plasticity and breast cancer endocrine resistance.

Authors:  Mingjun Bi; Zhao Zhang; Yi-Zhou Jiang; Pengya Xue; Hu Wang; Zhao Lai; Xiaoyong Fu; Carmine De Angelis; Yue Gong; Zhen Gao; Jianhua Ruan; Victor X Jin; Elisabetta Marangoni; Elodie Montaudon; Christopher K Glass; Wei Li; Tim Hui-Ming Huang; Zhi-Ming Shao; Rachel Schiff; Lizhen Chen; Zhijie Liu
Journal:  Nat Cell Biol       Date:  2020-05-18       Impact factor: 28.824

Review 6.  Molecular Subtypes and Local-Regional Control of Breast Cancer.

Authors:  Simona Maria Fragomeni; Andrew Sciallis; Jacqueline S Jeruss
Journal:  Surg Oncol Clin N Am       Date:  2018-01       Impact factor: 3.495

7.  Paradoxical relationship between chromosomal instability and survival outcome in cancer.

Authors:  Nicolai J Birkbak; Aron C Eklund; Qiyuan Li; Sarah E McClelland; David Endesfelder; Patrick Tan; Iain B Tan; Andrea L Richardson; Zoltan Szallasi; Charles Swanton
Journal:  Cancer Res       Date:  2011-01-26       Impact factor: 12.701

Review 8.  Non-genetic cancer cell plasticity and therapy-induced stemness in tumour relapse: 'What does not kill me strengthens me'.

Authors:  A O Pisco; S Huang
Journal:  Br J Cancer       Date:  2015-05-12       Impact factor: 7.640

9.  ZEB1 induces ER-α promoter hypermethylation and confers antiestrogen resistance in breast cancer.

Authors:  Jianbo Zhang; Chen Zhou; Huimin Jiang; Lin Liang; Wen Shi; Quansheng Zhang; Peiqing Sun; Rong Xiang; Yue Wang; Shuang Yang
Journal:  Cell Death Dis       Date:  2017-04-06       Impact factor: 8.469

10.  Epithelial-to-mesenchymal transition is dispensable for metastasis but induces chemoresistance in pancreatic cancer.

Authors:  Xiaofeng Zheng; Julienne L Carstens; Jiha Kim; Matthew Scheible; Judith Kaye; Hikaru Sugimoto; Chia-Chin Wu; Valerie S LeBleu; Raghu Kalluri
Journal:  Nature       Date:  2015-11-11       Impact factor: 49.962

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  9 in total

Review 1.  Emerging roles of epithelial-mesenchymal plasticity in invasion-metastasis cascade and therapy resistance.

Authors:  Minal Garg
Journal:  Cancer Metastasis Rev       Date:  2022-01-03       Impact factor: 9.264

Review 2.  Intrinsically Disordered Proteins: Critical Components of the Wetware.

Authors:  Prakash Kulkarni; Supriyo Bhattacharya; Srisairam Achuthan; Amita Behal; Mohit Kumar Jolly; Sourabh Kotnala; Atish Mohanty; Govindan Rangarajan; Ravi Salgia; Vladimir Uversky
Journal:  Chem Rev       Date:  2022-02-16       Impact factor: 72.087

Review 3.  Protein conformational dynamics and phenotypic switching.

Authors:  Prakash Kulkarni; Srisairam Achuthan; Supriyo Bhattacharya; Mohit Kumar Jolly; Sourabh Kotnala; Vitor B P Leite; Atish Mohanty; John Orban; Susmita Roy; Govindan Rangarajan; Ravi Salgia
Journal:  Biophys Rev       Date:  2021-11-27

Review 4.  Roadmap on plasticity and epigenetics in cancer.

Authors:  Jasmine Foo; David Basanta; Russell C Rockne; Carly Strelez; Curran Shah; Kimya Ghaffarian; Shannon M Mumenthaler; Kelly Mitchell; Justin D Lathia; David Frankhouser; Sergio Branciamore; Ya-Huei Kuo; Guido Marcucci; Robert Vander Velde; Andriy Marusyk; Sui Huang; Kishore Hari; Mohit Kumar Jolly; Haralampos Hatzikirou; Kamrine E Poels; Mary E Spilker; Blerta Shtylla; Mark Robertson-Tessi; Alexander R A Anderson
Journal:  Phys Biol       Date:  2022-04-18       Impact factor: 2.959

5.  Immunosuppressive Traits of the Hybrid Epithelial/Mesenchymal Phenotype.

Authors:  Sarthak Sahoo; Sonali Priyadarshini Nayak; Kishore Hari; Prithu Purkait; Susmita Mandal; Akash Kishore; Herbert Levine; Mohit Kumar Jolly
Journal:  Front Immunol       Date:  2021-12-15       Impact factor: 7.561

Review 6.  Tumor Hybrid Cells: Nature and Biological Significance.

Authors:  Maria S Tretyakova; Ayalur R Subbalakshmi; Maxim E Menyailo; Mohit Kumar Jolly; Evgeny V Denisov
Journal:  Front Cell Dev Biol       Date:  2022-02-15

7.  Quantifying the Patterns of Metabolic Plasticity and Heterogeneity along the Epithelial-Hybrid-Mesenchymal Spectrum in Cancer.

Authors:  Srinath Muralidharan; Sarthak Sahoo; Aryamaan Saha; Sanjay Chandran; Sauma Suvra Majumdar; Susmita Mandal; Herbert Levine; Mohit Kumar Jolly
Journal:  Biomolecules       Date:  2022-02-12

8.  Transcriptomic-Based Quantification of the Epithelial-Hybrid-Mesenchymal Spectrum across Biological Contexts.

Authors:  Susmita Mandal; Tanishq Tejaswi; Rohini Janivara; Syamanthak Srikrishnan; Pradipti Thakur; Sarthak Sahoo; Priyanka Chakraborty; Sukhwinder Singh Sohal; Herbert Levine; Jason T George; Mohit Kumar Jolly
Journal:  Biomolecules       Date:  2021-12-25

9.  NRF2-dependent Epigenetic Regulation can Promote the Hybrid Epithelial/Mesenchymal Phenotype.

Authors:  Wen Jia; Mohit Kumar Jolly; Herbert Levine
Journal:  Front Cell Dev Biol       Date:  2022-01-17
  9 in total

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