Cargando…

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

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 ad...

Descripción completa

Detalles Bibliográficos
Autores principales: Sahoo, Sarthak, Mishra, Ashutosh, Kaur, Harsimran, Hari, Kishore, Muralidharan, Srinath, Mandal, Susmita, Jolly, Mohit Kumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271219/
https://www.ncbi.nlm.nih.gov/pubmed/34316714
http://dx.doi.org/10.1093/narcan/zcab027
_version_ 1783720952380522496
author Sahoo, Sarthak
Mishra, Ashutosh
Kaur, Harsimran
Hari, Kishore
Muralidharan, Srinath
Mandal, Susmita
Jolly, Mohit Kumar
author_facet Sahoo, Sarthak
Mishra, Ashutosh
Kaur, Harsimran
Hari, Kishore
Muralidharan, Srinath
Mandal, Susmita
Jolly, Mohit Kumar
author_sort Sahoo, Sarthak
collection PubMed
description 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.
format Online
Article
Text
id pubmed-8271219
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-82712192021-07-26 A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells Sahoo, Sarthak Mishra, Ashutosh Kaur, Harsimran Hari, Kishore Muralidharan, Srinath Mandal, Susmita Jolly, Mohit Kumar NAR Cancer Cancer Computational Biology 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. Oxford University Press 2021-07-09 /pmc/articles/PMC8271219/ /pubmed/34316714 http://dx.doi.org/10.1093/narcan/zcab027 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of NAR Cancer. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Cancer Computational Biology
Sahoo, Sarthak
Mishra, Ashutosh
Kaur, Harsimran
Hari, Kishore
Muralidharan, Srinath
Mandal, Susmita
Jolly, Mohit Kumar
A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells
title A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells
title_full A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells
title_fullStr A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells
title_full_unstemmed A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells
title_short A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells
title_sort mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in er+ breast cancer cells
topic Cancer Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271219/
https://www.ncbi.nlm.nih.gov/pubmed/34316714
http://dx.doi.org/10.1093/narcan/zcab027
work_keys_str_mv AT sahoosarthak amechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT mishraashutosh amechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT kaurharsimran amechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT harikishore amechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT muralidharansrinath amechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT mandalsusmita amechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT jollymohitkumar amechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT sahoosarthak mechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT mishraashutosh mechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT kaurharsimran mechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT harikishore mechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT muralidharansrinath mechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT mandalsusmita mechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells
AT jollymohitkumar mechanisticmodelcapturestheemergenceandimplicationsofnongeneticheterogeneityandreversibledrugresistanceinerbreastcancercells