Literature DB >> 31953135

Understanding the role of phenotypic switching in cancer drug resistance.

Einar Bjarki Gunnarsson1, Subhajyoti De2, Kevin Leder3, Jasmine Foo4.   

Abstract

The emergence of acquired drug resistance in cancer represents a major barrier to treatment success. While research has traditionally focused on genetic sources of resistance, recent findings suggest that cancer cells can acquire transient resistant phenotypes via epigenetic modifications and other non-genetic mechanisms. Although these resistant phenotypes are eventually relinquished by individual cells, they can temporarily 'save' the tumor from extinction and enable the emergence of more permanent resistance mechanisms. These observations have generated interest in the potential of epigenetic therapies for long-term tumor control or eradication. In this work, we develop a mathematical model to study how phenotypic switching at the single-cell level affects resistance evolution in cancer. We highlight unique features of non-genetic resistance, probe the evolutionary consequences of epigenetic drugs and explore potential therapeutic strategies. We find that even short-term epigenetic modifications and stochastic fluctuations in gene expression can drive long-term drug resistance in the absence of any bona fide resistance mechanisms. We also find that an epigenetic drug that slightly perturbs the average retention of the resistant phenotype can turn guaranteed treatment failure into guaranteed success. Lastly, we find that combining an epigenetic drug with an anti-cancer agent can significantly outperform monotherapy, and that treatment outcome is heavily affected by drug sequencing.
Copyright © 2020. Published by Elsevier Ltd.

Entities:  

Keywords:  Cancer drug resistance; Epigenetics; Evolutionary dynamics; Mathematical modeling; Phenotypic switching

Year:  2020        PMID: 31953135      PMCID: PMC7785289          DOI: 10.1016/j.jtbi.2020.110162

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  50 in total

1.  Normal and neoplastic nonstem cells can spontaneously convert to a stem-like state.

Authors:  Christine L Chaffer; Ines Brueckmann; Christina Scheel; Alicia J Kaestli; Paul A Wiggins; Leonardo O Rodrigues; Mary Brooks; Ferenc Reinhardt; Ying Su; Kornelia Polyak; Lisa M Arendt; Charlotte Kuperwasser; Brian Bierie; Robert A Weinberg
Journal:  Proc Natl Acad Sci U S A       Date:  2011-04-15       Impact factor: 11.205

Review 2.  Cancer epigenetics: tumor heterogeneity, plasticity of stem-like states, and drug resistance.

Authors:  Hariharan Easwaran; Hsing-Chen Tsai; Stephen B Baylin
Journal:  Mol Cell       Date:  2014-06-05       Impact factor: 17.970

3.  A chromatin-mediated reversible drug-tolerant state in cancer cell subpopulations.

Authors:  Sreenath V Sharma; Diana Y Lee; Bihua Li; Margaret P Quinlan; Fumiyuki Takahashi; Shyamala Maheswaran; Ultan McDermott; Nancy Azizian; Lee Zou; Michael A Fischbach; Kwok-Kin Wong; Kathleyn Brandstetter; Ben Wittner; Sridhar Ramaswamy; Marie Classon; Jeff Settleman
Journal:  Cell       Date:  2010-04-02       Impact factor: 41.582

Review 4.  Cancer as an evolutionary and ecological process.

Authors:  Lauren M F Merlo; John W Pepper; Brian J Reid; Carlo C Maley
Journal:  Nat Rev Cancer       Date:  2006-11-16       Impact factor: 60.716

Review 5.  The epigenomics of cancer.

Authors:  Peter A Jones; Stephen B Baylin
Journal:  Cell       Date:  2007-02-23       Impact factor: 41.582

Review 6.  Epigenetic plasticity and the hallmarks of cancer.

Authors:  William A Flavahan; Elizabeth Gaskell; Bradley E Bernstein
Journal:  Science       Date:  2017-07-21       Impact factor: 47.728

Review 7.  Non-genetic cell-to-cell variability and the consequences for pharmacology.

Authors:  Mario Niepel; Sabrina L Spencer; Peter K Sorger
Journal:  Curr Opin Chem Biol       Date:  2009-10-14       Impact factor: 8.822

8.  Temporally sequenced anticancer drugs overcome adaptive resistance by targeting a vulnerable chemotherapy-induced phenotypic transition.

Authors:  Aaron Goldman; Biswanath Majumder; Andrew Dhawan; Sudharshan Ravi; David Goldman; Mohammad Kohandel; Pradip K Majumder; Shiladitya Sengupta
Journal:  Nat Commun       Date:  2015-02-11       Impact factor: 14.919

9.  Diverse drug-resistance mechanisms can emerge from drug-tolerant cancer persister cells.

Authors:  Michael Ramirez; Satwik Rajaram; Robert J Steininger; Daria Osipchuk; Maike A Roth; Leanna S Morinishi; Louise Evans; Weiyue Ji; Chien-Hsiang Hsu; Kevin Thurley; Shuguang Wei; Anwu Zhou; Prasad R Koduru; Bruce A Posner; Lani F Wu; Steven J Altschuler
Journal:  Nat Commun       Date:  2016-02-19       Impact factor: 14.919

10.  Stochasticity in the Genotype-Phenotype Map: Implications for the Robustness and Persistence of Bet-Hedging.

Authors:  Daniel Nichol; Mark Robertson-Tessi; Peter Jeavons; Alexander R A Anderson
Journal:  Genetics       Date:  2016-10-21       Impact factor: 4.562

View more
  8 in total

Review 1.  Cancer genes and cancer stem cells in tumorigenesis: Evolutionary deep homology and controversies.

Authors:  Vladimir F Niculescu
Journal:  Genes Dis       Date:  2022-04-04

Review 2.  Cancer evolution: Darwin and beyond.

Authors:  Roberto Vendramin; Kevin Litchfield; Charles Swanton
Journal:  EMBO J       Date:  2021-08-30       Impact factor: 14.012

3.  Functionalized Lineage Tracing Can Enable the Development of Homogenization-Based Therapeutic Strategies in Cancer.

Authors:  Catherine Gutierrez; Caroline K Vilas; Catherine J Wu; Aziz M Al'Khafaji
Journal:  Front Immunol       Date:  2022-05-06       Impact factor: 8.786

Review 4.  Group Behavior and Emergence of Cancer Drug Resistance.

Authors:  Supriyo Bhattacharya; Atish Mohanty; Srisairam Achuthan; Sourabh Kotnala; Mohit Kumar Jolly; Prakash Kulkarni; Ravi Salgia
Journal:  Trends Cancer       Date:  2021-02-20

Review 5.  Drivers of dynamic intratumor heterogeneity and phenotypic plasticity.

Authors:  Antara Biswas; Subhajyoti De
Journal:  Am J Physiol Cell Physiol       Date:  2021-03-03       Impact factor: 4.249

Review 6.  Clinical Applications of Circulating Tumour Cells and Circulating Tumour DNA in Non-Small Cell Lung Cancer-An Update.

Authors:  Joanna Kapeleris; Majid Ebrahimi Warkiani; Arutha Kulasinghe; Ian Vela; Liz Kenny; Rahul Ladwa; Kenneth O'Byrne; Chamindie Punyadeera
Journal:  Front Oncol       Date:  2022-03-15       Impact factor: 6.244

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

Authors:  Sarthak Sahoo; Ashutosh Mishra; Harsimran Kaur; Kishore Hari; Srinath Muralidharan; Susmita Mandal; Mohit Kumar Jolly
Journal:  NAR Cancer       Date:  2021-07-09

8.  Transition Therapy: Tackling the Ecology of Tumor Phenotypic Plasticity.

Authors:  Guim Aguadé-Gorgorió; Stuart Kauffman; Ricard Solé
Journal:  Bull Math Biol       Date:  2021-12-27       Impact factor: 1.758

  8 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.