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The role of memory in non-genetic inheritance and its impact on cancer treatment resistance
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-tumo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8432806/ https://www.ncbi.nlm.nih.gov/pubmed/34460809 http://dx.doi.org/10.1371/journal.pcbi.1009348 |
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author | Cassidy, Tyler Nichol, Daniel Robertson-Tessi, Mark Craig, Morgan Anderson, Alexander R. A. |
author_facet | Cassidy, Tyler Nichol, Daniel Robertson-Tessi, Mark Craig, Morgan Anderson, Alexander R. A. |
author_sort | Cassidy, Tyler |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8432806 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-84328062021-09-11 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. PLoS Comput Biol Research Article 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. Public Library of Science 2021-08-30 /pmc/articles/PMC8432806/ /pubmed/34460809 http://dx.doi.org/10.1371/journal.pcbi.1009348 Text en https://creativecommons.org/publicdomain/zero/1.0/This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Cassidy, Tyler Nichol, Daniel Robertson-Tessi, Mark Craig, Morgan Anderson, Alexander R. A. The role of memory in non-genetic inheritance and its impact on cancer treatment resistance |
title | The role of memory in non-genetic inheritance and its impact on cancer treatment resistance |
title_full | The role of memory in non-genetic inheritance and its impact on cancer treatment resistance |
title_fullStr | The role of memory in non-genetic inheritance and its impact on cancer treatment resistance |
title_full_unstemmed | The role of memory in non-genetic inheritance and its impact on cancer treatment resistance |
title_short | The role of memory in non-genetic inheritance and its impact on cancer treatment resistance |
title_sort | role of memory in non-genetic inheritance and its impact on cancer treatment resistance |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8432806/ https://www.ncbi.nlm.nih.gov/pubmed/34460809 http://dx.doi.org/10.1371/journal.pcbi.1009348 |
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