Literature DB >> 25627977

Emergence of drug tolerance in cancer cell populations: an evolutionary outcome of selection, nongenetic instability, and stress-induced adaptation.

Rebecca H Chisholm1, Tommaso Lorenzi2, Alexander Lorz3, Annette K Larsen4, Luís Neves de Almeida3, Alexandre Escargueil4, Jean Clairambault3.   

Abstract

In recent experiments on isogenetic cancer cell lines, it was observed that exposure to high doses of anticancer drugs can induce the emergence of a subpopulation of weakly proliferative and drug-tolerant cells, which display markers associated with stem cell-like cancer cells. After a period of time, some of the surviving cells were observed to change their phenotype to resume normal proliferation and eventually repopulate the sample. Furthermore, the drug-tolerant cells could be drug resensitized following drug washout. Here, we propose a theoretical mechanism for the transient emergence of such drug tolerance. In this framework, we formulate an individual-based model and an integro-differential equation model of reversible phenotypic evolution in a cell population exposed to cytotoxic drugs. The outcomes of both models suggest that nongenetic instability, stress-induced adaptation, selection, and the interplay between these mechanisms can push an actively proliferating cell population to transition into a weakly proliferative and drug-tolerant state. Hence, the cell population experiences much less stress in the presence of the drugs and, in the long run, reacquires a proliferative phenotype, due to phenotypic fluctuations and selection pressure. These mechanisms can also reverse epigenetic drug tolerance following drug washout. Our study highlights how the transient appearance of the weakly proliferative and drug-tolerant cells is related to the use of high-dose therapy. Furthermore, we show how stem-like characteristics can act to stabilize the transient, weakly proliferative, and drug-tolerant subpopulation for a longer time window. Finally, using our models as in silico laboratories, we propose new testable hypotheses that could help uncover general principles underlying the emergence of cancer drug tolerance. ©2015 American Association for Cancer Research.

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Year:  2015        PMID: 25627977     DOI: 10.1158/0008-5472.CAN-14-2103

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   12.701


  34 in total

1.  Stochastic modeling of tumor progression and immune evasion.

Authors:  Jason T George; Herbert Levine
Journal:  J Theor Biol       Date:  2018-09-12       Impact factor: 2.691

2.  Chronic chemotherapeutic stress promotes evolution of stemness and WNT/beta-catenin signaling in colorectal cancer cells: implications for clinical use of WNT-signaling inhibitors.

Authors:  Meriam Ayadi; Anaïs Bouygues; Djamila Ouaret; Nathalie Ferrand; Salem Chouaib; Jean-Paul Thiery; Christian Muchardt; Michèle Sabbah; Annette K Larsen
Journal:  Oncotarget       Date:  2015-07-30

Review 3.  A population genetics perspective on the determinants of intra-tumor heterogeneity.

Authors:  Zheng Hu; Ruping Sun; Christina Curtis
Journal:  Biochim Biophys Acta Rev Cancer       Date:  2017-03-06       Impact factor: 10.680

4.  Investigation of solid tumor progression with account of proliferation/migration dichotomy via Darwinian mathematical model.

Authors:  Maxim Kuznetsov; Andrey Kolobov
Journal:  J Math Biol       Date:  2019-10-01       Impact factor: 2.259

5.  Metabolic Adaptations to MEK and CDK4/6 Cotargeting in Uveal Melanoma.

Authors:  Jessica L F Teh; Timothy J Purwin; Anna Han; Vivian Chua; Prem Patel; Usman Baqai; Connie Liao; Nelisa Bechtel; Takami Sato; Michael A Davies; Julio Aguirre-Ghiso; Andrew E Aplin
Journal:  Mol Cancer Ther       Date:  2020-05-19       Impact factor: 6.261

6.  Transient resistance to DNA damaging agents is associated with expression of microRNAs-135b and -196b in human leukemia cell lines.

Authors:  Tsui-Ting Ho; Xiaolong He; Yin-Yuan Mo; William T Beck
Journal:  Int J Biochem Mol Biol       Date:  2016-08-05

Review 7.  Emerging role of tumor cell plasticity in modifying therapeutic response.

Authors:  Siyuan Qin; Jingwen Jiang; Yi Lu; Edouard C Nice; Canhua Huang; Jian Zhang; Weifeng He
Journal:  Signal Transduct Target Ther       Date:  2020-10-07

8.  Droplet digital PCR of circulating tumor cells from colorectal cancer patients can predict KRAS mutations before surgery.

Authors:  Jérôme Alexandre Denis; Alexia Patroni; Erell Guillerm; Dominique Pépin; Naoual Benali-Furet; Janine Wechsler; Gilles Manceau; Maguy Bernard; Florence Coulet; Annette K Larsen; Mehdi Karoui; Jean-Marc Lacorte
Journal:  Mol Oncol       Date:  2016-06-07       Impact factor: 6.603

Review 9.  Acquired ABC-transporter overexpression in cancer cells: transcriptional induction or Darwinian selection?

Authors:  Dirk Theile; Pauline Wizgall
Journal:  Naunyn Schmiedebergs Arch Pharmacol       Date:  2021-07-08       Impact factor: 3.000

10.  A Mathematical Study of the Influence of Hypoxia and Acidity on the Evolutionary Dynamics of Cancer.

Authors:  Giada Fiandaca; Marcello Delitala; Tommaso Lorenzi
Journal:  Bull Math Biol       Date:  2021-06-15       Impact factor: 1.758

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