A joint-threshold Filippov model describing the effect of intermittent androgen-deprivation therapy in controlling prostate cancer
Intermittent androgen-deprivation therapy (IADT) can be beneficial to delay the occurrence of treatment resistance and cancer relapse compared to the standard continuous therapy. To study the effect of IADT in controlling prostate cancer, we developed a Filippov prostate cancer model with a joint th...
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Veröffentlicht in: | Mathematical biosciences 2024-11, Vol.377, p.109301, Article 109301 |
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description | Intermittent androgen-deprivation therapy (IADT) can be beneficial to delay the occurrence of treatment resistance and cancer relapse compared to the standard continuous therapy. To study the effect of IADT in controlling prostate cancer, we developed a Filippov prostate cancer model with a joint threshold function: therapy is implemented once the total population of androgen-dependent cells (AC-Ds) and androgen-independent cells (AC-Is) is greater than the threshold value ET, and it is suspended once the population is less than ET. As the parameters vary, our model undergoes a series of sliding bifurcations, including boundary node, focus, saddle, saddle-node and tangency bifurcations. We also obtained the coexistence of one, two or three real equilibria and the bistability of two equilibria. Our results demonstrate that the population of AC-Is can be contained at a predetermined level if the initial population of AC-Is is less than this level, and we choose a suitable threshold value.
•We examine intermittent therapy for prostate cancer using a joint Filippov threshold.•Our model contains a series of sliding bifurcations.•We have bistability of real equilibria.•We can pre-determine thresholds that contain the number of cancer cells. |
doi_str_mv | 10.1016/j.mbs.2024.109301 |
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•We examine intermittent therapy for prostate cancer using a joint Filippov threshold.•Our model contains a series of sliding bifurcations.•We have bistability of real equilibria.•We can pre-determine thresholds that contain the number of cancer cells.</description><identifier>ISSN: 0025-5564</identifier><identifier>ISSN: 1879-3134</identifier><identifier>EISSN: 1879-3134</identifier><identifier>DOI: 10.1016/j.mbs.2024.109301</identifier><identifier>PMID: 39307299</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Androgen Antagonists - administration & dosage ; Androgen Antagonists - therapeutic use ; Filippov model ; Humans ; Intermittent deprivation therapy ; Joint threshold ; Male ; Mathematical Concepts ; Models, Biological ; Prostate cancer ; Prostatic Neoplasms - drug therapy ; Prostatic Neoplasms - pathology ; Sliding bifurcation ; Sliding dynamics</subject><ispartof>Mathematical biosciences, 2024-11, Vol.377, p.109301, Article 109301</ispartof><rights>2024 The Author(s)</rights><rights>Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1931-8580516b4772178423d95f842114fd44af9b7f69de6eef976be2fe7438069aed3</cites><orcidid>0000-0002-6529-3321</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.mbs.2024.109301$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39307299$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Aili</creatorcontrib><creatorcontrib>Yan, Rong</creatorcontrib><creatorcontrib>Li, Haixia</creatorcontrib><creatorcontrib>Sun, Xiaodan</creatorcontrib><creatorcontrib>Zhou, Weike</creatorcontrib><creatorcontrib>Smith?, Stacey R.</creatorcontrib><title>A joint-threshold Filippov model describing the effect of intermittent androgen-deprivation therapy in controlling prostate cancer</title><title>Mathematical biosciences</title><addtitle>Math Biosci</addtitle><description>Intermittent androgen-deprivation therapy (IADT) can be beneficial to delay the occurrence of treatment resistance and cancer relapse compared to the standard continuous therapy. To study the effect of IADT in controlling prostate cancer, we developed a Filippov prostate cancer model with a joint threshold function: therapy is implemented once the total population of androgen-dependent cells (AC-Ds) and androgen-independent cells (AC-Is) is greater than the threshold value ET, and it is suspended once the population is less than ET. As the parameters vary, our model undergoes a series of sliding bifurcations, including boundary node, focus, saddle, saddle-node and tangency bifurcations. We also obtained the coexistence of one, two or three real equilibria and the bistability of two equilibria. Our results demonstrate that the population of AC-Is can be contained at a predetermined level if the initial population of AC-Is is less than this level, and we choose a suitable threshold value.
•We examine intermittent therapy for prostate cancer using a joint Filippov threshold.•Our model contains a series of sliding bifurcations.•We have bistability of real equilibria.•We can pre-determine thresholds that contain the number of cancer cells.</description><subject>Androgen Antagonists - administration & dosage</subject><subject>Androgen Antagonists - therapeutic use</subject><subject>Filippov model</subject><subject>Humans</subject><subject>Intermittent deprivation therapy</subject><subject>Joint threshold</subject><subject>Male</subject><subject>Mathematical Concepts</subject><subject>Models, Biological</subject><subject>Prostate cancer</subject><subject>Prostatic Neoplasms - drug therapy</subject><subject>Prostatic Neoplasms - pathology</subject><subject>Sliding bifurcation</subject><subject>Sliding dynamics</subject><issn>0025-5564</issn><issn>1879-3134</issn><issn>1879-3134</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kL1uFDEURi1ERJYkD0CDXNLM4r8Zj0UVRQSQItGQ2vLY11mvZuzB9q6UliePVxsoqa6udL7PvgehD5RsKaHD5_12mcqWESbarjihb9CGjlJ1nHLxFm0IYX3X94O4RO9L2RNCJaXDO3TJGyyZUhv05xbvU4i1q7sMZZdmh-_DHNY1HfGSHMzYQbE5TCE-4boDDN6DrTh53FKQl1ArxIpNdDk9QewcrDkcTQ0pnvhs1udGYptizWmeTzVrTqWaCtiaaCFfowtv5gI3r_MKPd5__XX3vXv4-e3H3e1DZ6nitBv7kfR0mISUjMpRMO5U79ukVHgnhPFqkn5QDgYAr-QwAfMgBR_JoAw4foU-nXvb-78PUKpeQrEwzyZCOhTNKRn5OLKBNZSeUdu-WjJ43Y5aTH7WlOiTer3XTb0-qddn9S3z8bX-MC3g_iX-um7AlzMA7chjgKyLDdAMuJCbUu1S-E_9C6Oclnk</recordid><startdate>202411</startdate><enddate>202411</enddate><creator>Wang, Aili</creator><creator>Yan, Rong</creator><creator>Li, Haixia</creator><creator>Sun, Xiaodan</creator><creator>Zhou, Weike</creator><creator>Smith?, Stacey R.</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-6529-3321</orcidid></search><sort><creationdate>202411</creationdate><title>A joint-threshold Filippov model describing the effect of intermittent androgen-deprivation therapy in controlling prostate cancer</title><author>Wang, Aili ; Yan, Rong ; Li, Haixia ; Sun, Xiaodan ; Zhou, Weike ; Smith?, Stacey R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1931-8580516b4772178423d95f842114fd44af9b7f69de6eef976be2fe7438069aed3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Androgen Antagonists - administration & dosage</topic><topic>Androgen Antagonists - therapeutic use</topic><topic>Filippov model</topic><topic>Humans</topic><topic>Intermittent deprivation therapy</topic><topic>Joint threshold</topic><topic>Male</topic><topic>Mathematical Concepts</topic><topic>Models, Biological</topic><topic>Prostate cancer</topic><topic>Prostatic Neoplasms - drug therapy</topic><topic>Prostatic Neoplasms - pathology</topic><topic>Sliding bifurcation</topic><topic>Sliding dynamics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Aili</creatorcontrib><creatorcontrib>Yan, Rong</creatorcontrib><creatorcontrib>Li, Haixia</creatorcontrib><creatorcontrib>Sun, Xiaodan</creatorcontrib><creatorcontrib>Zhou, Weike</creatorcontrib><creatorcontrib>Smith?, Stacey R.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Mathematical biosciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Aili</au><au>Yan, Rong</au><au>Li, Haixia</au><au>Sun, Xiaodan</au><au>Zhou, Weike</au><au>Smith?, Stacey R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A joint-threshold Filippov model describing the effect of intermittent androgen-deprivation therapy in controlling prostate cancer</atitle><jtitle>Mathematical biosciences</jtitle><addtitle>Math Biosci</addtitle><date>2024-11</date><risdate>2024</risdate><volume>377</volume><spage>109301</spage><pages>109301-</pages><artnum>109301</artnum><issn>0025-5564</issn><issn>1879-3134</issn><eissn>1879-3134</eissn><abstract>Intermittent androgen-deprivation therapy (IADT) can be beneficial to delay the occurrence of treatment resistance and cancer relapse compared to the standard continuous therapy. To study the effect of IADT in controlling prostate cancer, we developed a Filippov prostate cancer model with a joint threshold function: therapy is implemented once the total population of androgen-dependent cells (AC-Ds) and androgen-independent cells (AC-Is) is greater than the threshold value ET, and it is suspended once the population is less than ET. As the parameters vary, our model undergoes a series of sliding bifurcations, including boundary node, focus, saddle, saddle-node and tangency bifurcations. We also obtained the coexistence of one, two or three real equilibria and the bistability of two equilibria. Our results demonstrate that the population of AC-Is can be contained at a predetermined level if the initial population of AC-Is is less than this level, and we choose a suitable threshold value.
•We examine intermittent therapy for prostate cancer using a joint Filippov threshold.•Our model contains a series of sliding bifurcations.•We have bistability of real equilibria.•We can pre-determine thresholds that contain the number of cancer cells.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>39307299</pmid><doi>10.1016/j.mbs.2024.109301</doi><orcidid>https://orcid.org/0000-0002-6529-3321</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Androgen Antagonists - administration & dosage Androgen Antagonists - therapeutic use Filippov model Humans Intermittent deprivation therapy Joint threshold Male Mathematical Concepts Models, Biological Prostate cancer Prostatic Neoplasms - drug therapy Prostatic Neoplasms - pathology Sliding bifurcation Sliding dynamics |
title | A joint-threshold Filippov model describing the effect of intermittent androgen-deprivation therapy in controlling prostate cancer |
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