Mathematical model for the estrogen paradox in breast cancer treatment
Estrogen is known to stimulate the growth of breast cancer, but is also effective in treating the disease. This is referred to as the“estrogen paradox”. Furthermore, short-term treatment with estrogen can successfully eliminate breast cancer, whereas long-term treatment can cause cancer recurrence....
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Veröffentlicht in: | Journal of mathematical biology 2022-03, Vol.84 (4), p.28-28, Article 28 |
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description | Estrogen is known to stimulate the growth of breast cancer, but is also effective in treating the disease. This is referred to as the“estrogen paradox”. Furthermore, short-term treatment with estrogen can successfully eliminate breast cancer, whereas long-term treatment can cause cancer recurrence. Studies highlighted clinical correlations between estrogen and the protein p53 which plays a pivotal role in breast cancer suppression. We sought to investigate how the interplay between estrogen and p53 impacts the dynamics of breast cancer, and further explore if this could be a plausible explanation for the estrogen paradox and the paradoxical tumor recurrence that results from prolonged treatment with estrogen. For this, we propose a novel ODE based mathematical model that accounts for dormant and active cancer cells, along with the estrogen hormone and the p53 protein. We analyze the model’s global stability behavior using the Poincaré-Bendixson theorem and results from differential inequalities. We also perform a bifurcation analysis and carry out numerical simulations that elucidate the roles of estrogen and p53 in the estrogen paradox and its long term estrogen paradoxical effect. The mathematical and numerical analyses suggest that the apparent paradoxical role of estrogen could be the result of an interplay between estrogen and p53, and provide explicit conditions under which the paradoxical effect of long-term treatment may be prevented. |
doi_str_mv | 10.1007/s00285-022-01729-z |
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This is referred to as the“estrogen paradox”. Furthermore, short-term treatment with estrogen can successfully eliminate breast cancer, whereas long-term treatment can cause cancer recurrence. Studies highlighted clinical correlations between estrogen and the protein p53 which plays a pivotal role in breast cancer suppression. We sought to investigate how the interplay between estrogen and p53 impacts the dynamics of breast cancer, and further explore if this could be a plausible explanation for the estrogen paradox and the paradoxical tumor recurrence that results from prolonged treatment with estrogen. For this, we propose a novel ODE based mathematical model that accounts for dormant and active cancer cells, along with the estrogen hormone and the p53 protein. We analyze the model’s global stability behavior using the Poincaré-Bendixson theorem and results from differential inequalities. We also perform a bifurcation analysis and carry out numerical simulations that elucidate the roles of estrogen and p53 in the estrogen paradox and its long term estrogen paradoxical effect. The mathematical and numerical analyses suggest that the apparent paradoxical role of estrogen could be the result of an interplay between estrogen and p53, and provide explicit conditions under which the paradoxical effect of long-term treatment may be prevented.</description><identifier>ISSN: 0303-6812</identifier><identifier>EISSN: 1432-1416</identifier><identifier>DOI: 10.1007/s00285-022-01729-z</identifier><identifier>PMID: 35239041</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Applications of Mathematics ; Bifurcation theory ; Breast cancer ; Breast Neoplasms - drug therapy ; Breast Neoplasms - metabolism ; Breast Neoplasms - pathology ; Cancer therapies ; Estrogens ; Estrogens - metabolism ; Estrogens - therapeutic use ; Female ; Health services ; Humans ; Mathematical analysis ; Mathematical and Computational Biology ; Mathematical models ; Mathematics ; Mathematics and Statistics ; Models, Theoretical ; Neoplasm Recurrence, Local ; p53 Protein ; Paradoxes ; Proteins ; Stability analysis ; Tumors</subject><ispartof>Journal of mathematical biology, 2022-03, Vol.84 (4), p.28-28, Article 28</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022</rights><rights>2022. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.</rights><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c375t-6375ddfad4699a552a4686691f190ec88f209895f54175834137099afdfecfe3</citedby><cites>FETCH-LOGICAL-c375t-6375ddfad4699a552a4686691f190ec88f209895f54175834137099afdfecfe3</cites><orcidid>0000-0001-7697-1792 ; 0000-0002-4987-6287</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00285-022-01729-z$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00285-022-01729-z$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35239041$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ouifki, Rachid</creatorcontrib><creatorcontrib>Oke, Segun I.</creatorcontrib><title>Mathematical model for the estrogen paradox in breast cancer treatment</title><title>Journal of mathematical biology</title><addtitle>J. Math. Biol</addtitle><addtitle>J Math Biol</addtitle><description>Estrogen is known to stimulate the growth of breast cancer, but is also effective in treating the disease. This is referred to as the“estrogen paradox”. Furthermore, short-term treatment with estrogen can successfully eliminate breast cancer, whereas long-term treatment can cause cancer recurrence. Studies highlighted clinical correlations between estrogen and the protein p53 which plays a pivotal role in breast cancer suppression. We sought to investigate how the interplay between estrogen and p53 impacts the dynamics of breast cancer, and further explore if this could be a plausible explanation for the estrogen paradox and the paradoxical tumor recurrence that results from prolonged treatment with estrogen. For this, we propose a novel ODE based mathematical model that accounts for dormant and active cancer cells, along with the estrogen hormone and the p53 protein. We analyze the model’s global stability behavior using the Poincaré-Bendixson theorem and results from differential inequalities. We also perform a bifurcation analysis and carry out numerical simulations that elucidate the roles of estrogen and p53 in the estrogen paradox and its long term estrogen paradoxical effect. 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Math. Biol</stitle><addtitle>J Math Biol</addtitle><date>2022-03-01</date><risdate>2022</risdate><volume>84</volume><issue>4</issue><spage>28</spage><epage>28</epage><pages>28-28</pages><artnum>28</artnum><issn>0303-6812</issn><eissn>1432-1416</eissn><abstract>Estrogen is known to stimulate the growth of breast cancer, but is also effective in treating the disease. This is referred to as the“estrogen paradox”. Furthermore, short-term treatment with estrogen can successfully eliminate breast cancer, whereas long-term treatment can cause cancer recurrence. Studies highlighted clinical correlations between estrogen and the protein p53 which plays a pivotal role in breast cancer suppression. We sought to investigate how the interplay between estrogen and p53 impacts the dynamics of breast cancer, and further explore if this could be a plausible explanation for the estrogen paradox and the paradoxical tumor recurrence that results from prolonged treatment with estrogen. For this, we propose a novel ODE based mathematical model that accounts for dormant and active cancer cells, along with the estrogen hormone and the p53 protein. We analyze the model’s global stability behavior using the Poincaré-Bendixson theorem and results from differential inequalities. We also perform a bifurcation analysis and carry out numerical simulations that elucidate the roles of estrogen and p53 in the estrogen paradox and its long term estrogen paradoxical effect. 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subjects | Applications of Mathematics Bifurcation theory Breast cancer Breast Neoplasms - drug therapy Breast Neoplasms - metabolism Breast Neoplasms - pathology Cancer therapies Estrogens Estrogens - metabolism Estrogens - therapeutic use Female Health services Humans Mathematical analysis Mathematical and Computational Biology Mathematical models Mathematics Mathematics and Statistics Models, Theoretical Neoplasm Recurrence, Local p53 Protein Paradoxes Proteins Stability analysis Tumors |
title | Mathematical model for the estrogen paradox in breast cancer treatment |
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