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The role of memory in non-genetic inheritance and its impact on cancer treatment resistance.
Cassidy, Tyler; Nichol, Daniel; Robertson-Tessi, Mark; Craig, Morgan; Anderson, Alexander R A.
Afiliação
  • Cassidy T; Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America.
  • Nichol D; Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom.
  • Robertson-Tessi M; Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida, United States of America.
  • Craig M; Département de mathématiques et de statistique, Université de Montréal, Montreal, Canada.
  • Anderson ARA; CHU Sainte-Justine, Montreal, Canada.
PLoS Comput Biol ; 17(8): e1009348, 2021 08.
Article em En | MEDLINE | ID: mdl-34460809
ABSTRACT
Intra-tumour heterogeneity is a leading cause of treatment failure and disease progression in cancer. While genetic mutations have long been accepted as a primary mechanism of generating this heterogeneity, the role of phenotypic plasticity is becoming increasingly apparent as a driver of intra-tumour heterogeneity. Consequently, understanding the role of this plasticity in treatment resistance and failure is a key component of improving cancer therapy. We develop a mathematical model of stochastic phenotype switching that tracks the evolution of drug-sensitive and drug-tolerant subpopulations to clarify the role of phenotype switching on population growth rates and tumour persistence. By including cytotoxic therapy in the model, we show that, depending on the strategy of the drug-tolerant subpopulation, stochastic phenotype switching can lead to either transient or permanent drug resistance. We study the role of phenotypic heterogeneity in a drug-resistant, genetically homogeneous population of non-small cell lung cancer cells to derive a rational treatment schedule that drives population extinction and avoids competitive release of the drug-tolerant sub-population. This model-informed therapeutic schedule results in increased treatment efficacy when compared against periodic therapy, and, most importantly, sustained tumour decay without the development of resistance.
Assuntos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Resistencia a Medicamentos Antineoplásicos / Neoplasias / Antineoplásicos Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Resistencia a Medicamentos Antineoplásicos / Neoplasias / Antineoplásicos Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article