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Mathematical model of hormone sensitive prostate cancer treatment using leuprolide: A small step towards personalization
In this paper we present a new version of a mathematical model of Elishmereni et al. describing androgen deprivation therapy (ADT) for hormone sensitive prostate cancer patients (HSPC). We first focus on the detail description of the model, and then we present mathematical analysis of the proposed m...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8846544/ https://www.ncbi.nlm.nih.gov/pubmed/35167616 http://dx.doi.org/10.1371/journal.pone.0263648 |
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author | Foryś, Urszula Nahshony, Alon Elishmereni, Moran |
author_facet | Foryś, Urszula Nahshony, Alon Elishmereni, Moran |
author_sort | Foryś, Urszula |
collection | PubMed |
description | In this paper we present a new version of a mathematical model of Elishmereni et al. describing androgen deprivation therapy (ADT) for hormone sensitive prostate cancer patients (HSPC). We first focus on the detail description of the model, and then we present mathematical analysis of the proposed model, starting from the simplified model without resistance and ending on the full model with two resistance mechanisms present. We make a step towards personalization proposing an underlying tumor growth law base on a cohort of patients from Mayo hospital. We conclude that the model is able to reflect reality, that is in clinical scenarios the level of testosterone in HSPC patients inevitably rises leading to the failure of ADT. |
format | Online Article Text |
id | pubmed-8846544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-88465442022-02-16 Mathematical model of hormone sensitive prostate cancer treatment using leuprolide: A small step towards personalization Foryś, Urszula Nahshony, Alon Elishmereni, Moran PLoS One Research Article In this paper we present a new version of a mathematical model of Elishmereni et al. describing androgen deprivation therapy (ADT) for hormone sensitive prostate cancer patients (HSPC). We first focus on the detail description of the model, and then we present mathematical analysis of the proposed model, starting from the simplified model without resistance and ending on the full model with two resistance mechanisms present. We make a step towards personalization proposing an underlying tumor growth law base on a cohort of patients from Mayo hospital. We conclude that the model is able to reflect reality, that is in clinical scenarios the level of testosterone in HSPC patients inevitably rises leading to the failure of ADT. Public Library of Science 2022-02-15 /pmc/articles/PMC8846544/ /pubmed/35167616 http://dx.doi.org/10.1371/journal.pone.0263648 Text en © 2022 Foryś et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Foryś, Urszula Nahshony, Alon Elishmereni, Moran Mathematical model of hormone sensitive prostate cancer treatment using leuprolide: A small step towards personalization |
title | Mathematical model of hormone sensitive prostate cancer treatment using leuprolide: A small step towards personalization |
title_full | Mathematical model of hormone sensitive prostate cancer treatment using leuprolide: A small step towards personalization |
title_fullStr | Mathematical model of hormone sensitive prostate cancer treatment using leuprolide: A small step towards personalization |
title_full_unstemmed | Mathematical model of hormone sensitive prostate cancer treatment using leuprolide: A small step towards personalization |
title_short | Mathematical model of hormone sensitive prostate cancer treatment using leuprolide: A small step towards personalization |
title_sort | mathematical model of hormone sensitive prostate cancer treatment using leuprolide: a small step towards personalization |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8846544/ https://www.ncbi.nlm.nih.gov/pubmed/35167616 http://dx.doi.org/10.1371/journal.pone.0263648 |
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