Abrupt transitions to tumor extinction: a phenotypic quasispecies model
The dynamics of heterogeneous tumor cell populations competing with healthy cells is an important topic in cancer research with deep implications in biomedicine. Multitude of theoretical and computational models have addressed this issue, especially focusing on the nature of the transitions governin...
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description | The dynamics of heterogeneous tumor cell populations competing with healthy cells is an important topic in cancer research with deep implications in biomedicine. Multitude of theoretical and computational models have addressed this issue, especially focusing on the nature of the transitions governing tumor clearance as some relevant model parameters are tuned. In this contribution, we analyze a mathematical model of unstable tumor progression using the quasispecies framework. Our aim is to define a minimal model incorporating the dynamics of competition between healthy cells and a heterogeneous population of cancer cell phenotypes involving changes in replication-related genes (i.e., proto-oncogenes and tumor suppressor genes), in genes responsible for genomic stability, and in house-keeping genes. Such mutations or loss of genes result into different phenotypes with increased proliferation rates and/or increased genomic instabilities. Despite bifurcations in the classical deterministic quasispecies model are typically given by smooth, continuous shifts (i.e., transcritical bifurcations), we here identify a novel type of bifurcation causing an abrupt transition to tumor extinction. Such a bifurcation, named as
trans-heteroclinic
, is characterized by the exchange of stability between two distant fixed points (that do not collide) involving tumor persistence and tumor clearance. The increase of mutation and/or the decrease of the replication rate of tumor cells involves this catastrophic shift of tumor cell populations. The transient times near bifurcation thresholds are also characterized, showing a power law dependence of exponent
-
1
of the transients as mutation is changed near the bifurcation value. These results are discussed in the context of targeted cancer therapy as a possible therapeutic strategy to force a catastrophic shift by simultaneously delivering mutagenic and cytotoxic drugs inside tumor cells. |
doi_str_mv | 10.1007/s00285-016-1062-9 |
format | Article |
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trans-heteroclinic
, is characterized by the exchange of stability between two distant fixed points (that do not collide) involving tumor persistence and tumor clearance. The increase of mutation and/or the decrease of the replication rate of tumor cells involves this catastrophic shift of tumor cell populations. The transient times near bifurcation thresholds are also characterized, showing a power law dependence of exponent
-
1
of the transients as mutation is changed near the bifurcation value. These results are discussed in the context of targeted cancer therapy as a possible therapeutic strategy to force a catastrophic shift by simultaneously delivering mutagenic and cytotoxic drugs inside tumor cells.</description><identifier>ISSN: 0303-6812</identifier><identifier>EISSN: 1432-1416</identifier><identifier>DOI: 10.1007/s00285-016-1062-9</identifier><identifier>PMID: 27714432</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Applications of Mathematics ; Bifurcations ; Cancer ; Competition ; Computer applications ; Computer Simulation ; Cytotoxicity ; Drug delivery ; Drug delivery systems ; Drugs ; Extinction ; Fixed points (mathematics) ; Genes ; Humans ; Kinetics ; Mathematical and Computational Biology ; Mathematical models ; Mathematics ; Mathematics and Statistics ; Models, Biological ; Mutation ; Neoplasms - genetics ; Neoplasms - physiopathology ; Populations ; Proto-oncogenes ; Replication ; Stability ; Thresholds ; Tumor cells ; Tumor suppressor genes</subject><ispartof>Journal of mathematical biology, 2017-06, Vol.74 (7), p.1589-1609</ispartof><rights>Springer-Verlag Berlin Heidelberg 2016</rights><rights>Journal of Mathematical Biology is a copyright of Springer, 2017.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c415t-2bb6595776736dfafc10c99886c376a26a90711423ce0586a2154b7a903085d23</citedby><cites>FETCH-LOGICAL-c415t-2bb6595776736dfafc10c99886c376a26a90711423ce0586a2154b7a903085d23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00285-016-1062-9$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00285-016-1062-9$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27714432$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sardanyés, Josep</creatorcontrib><creatorcontrib>Martínez, Regina</creatorcontrib><creatorcontrib>Simó, Carles</creatorcontrib><creatorcontrib>Solé, Ricard</creatorcontrib><title>Abrupt transitions to tumor extinction: a phenotypic quasispecies model</title><title>Journal of mathematical biology</title><addtitle>J. Math. Biol</addtitle><addtitle>J Math Biol</addtitle><description>The dynamics of heterogeneous tumor cell populations competing with healthy cells is an important topic in cancer research with deep implications in biomedicine. Multitude of theoretical and computational models have addressed this issue, especially focusing on the nature of the transitions governing tumor clearance as some relevant model parameters are tuned. In this contribution, we analyze a mathematical model of unstable tumor progression using the quasispecies framework. Our aim is to define a minimal model incorporating the dynamics of competition between healthy cells and a heterogeneous population of cancer cell phenotypes involving changes in replication-related genes (i.e., proto-oncogenes and tumor suppressor genes), in genes responsible for genomic stability, and in house-keeping genes. Such mutations or loss of genes result into different phenotypes with increased proliferation rates and/or increased genomic instabilities. Despite bifurcations in the classical deterministic quasispecies model are typically given by smooth, continuous shifts (i.e., transcritical bifurcations), we here identify a novel type of bifurcation causing an abrupt transition to tumor extinction. Such a bifurcation, named as
trans-heteroclinic
, is characterized by the exchange of stability between two distant fixed points (that do not collide) involving tumor persistence and tumor clearance. The increase of mutation and/or the decrease of the replication rate of tumor cells involves this catastrophic shift of tumor cell populations. The transient times near bifurcation thresholds are also characterized, showing a power law dependence of exponent
-
1
of the transients as mutation is changed near the bifurcation value. These results are discussed in the context of targeted cancer therapy as a possible therapeutic strategy to force a catastrophic shift by simultaneously delivering mutagenic and cytotoxic drugs inside tumor cells.</description><subject>Applications of Mathematics</subject><subject>Bifurcations</subject><subject>Cancer</subject><subject>Competition</subject><subject>Computer applications</subject><subject>Computer Simulation</subject><subject>Cytotoxicity</subject><subject>Drug delivery</subject><subject>Drug delivery systems</subject><subject>Drugs</subject><subject>Extinction</subject><subject>Fixed points (mathematics)</subject><subject>Genes</subject><subject>Humans</subject><subject>Kinetics</subject><subject>Mathematical and Computational Biology</subject><subject>Mathematical models</subject><subject>Mathematics</subject><subject>Mathematics and Statistics</subject><subject>Models, Biological</subject><subject>Mutation</subject><subject>Neoplasms - genetics</subject><subject>Neoplasms - 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Math. Biol</stitle><addtitle>J Math Biol</addtitle><date>2017-06-01</date><risdate>2017</risdate><volume>74</volume><issue>7</issue><spage>1589</spage><epage>1609</epage><pages>1589-1609</pages><issn>0303-6812</issn><eissn>1432-1416</eissn><abstract>The dynamics of heterogeneous tumor cell populations competing with healthy cells is an important topic in cancer research with deep implications in biomedicine. Multitude of theoretical and computational models have addressed this issue, especially focusing on the nature of the transitions governing tumor clearance as some relevant model parameters are tuned. In this contribution, we analyze a mathematical model of unstable tumor progression using the quasispecies framework. Our aim is to define a minimal model incorporating the dynamics of competition between healthy cells and a heterogeneous population of cancer cell phenotypes involving changes in replication-related genes (i.e., proto-oncogenes and tumor suppressor genes), in genes responsible for genomic stability, and in house-keeping genes. Such mutations or loss of genes result into different phenotypes with increased proliferation rates and/or increased genomic instabilities. Despite bifurcations in the classical deterministic quasispecies model are typically given by smooth, continuous shifts (i.e., transcritical bifurcations), we here identify a novel type of bifurcation causing an abrupt transition to tumor extinction. Such a bifurcation, named as
trans-heteroclinic
, is characterized by the exchange of stability between two distant fixed points (that do not collide) involving tumor persistence and tumor clearance. The increase of mutation and/or the decrease of the replication rate of tumor cells involves this catastrophic shift of tumor cell populations. The transient times near bifurcation thresholds are also characterized, showing a power law dependence of exponent
-
1
of the transients as mutation is changed near the bifurcation value. These results are discussed in the context of targeted cancer therapy as a possible therapeutic strategy to force a catastrophic shift by simultaneously delivering mutagenic and cytotoxic drugs inside tumor cells.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>27714432</pmid><doi>10.1007/s00285-016-1062-9</doi><tpages>21</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Applications of Mathematics Bifurcations Cancer Competition Computer applications Computer Simulation Cytotoxicity Drug delivery Drug delivery systems Drugs Extinction Fixed points (mathematics) Genes Humans Kinetics Mathematical and Computational Biology Mathematical models Mathematics Mathematics and Statistics Models, Biological Mutation Neoplasms - genetics Neoplasms - physiopathology Populations Proto-oncogenes Replication Stability Thresholds Tumor cells Tumor suppressor genes |
title | Abrupt transitions to tumor extinction: a phenotypic quasispecies model |
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