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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of mathematical biology 2017-06, Vol.74 (7), p.1589-1609
Hauptverfasser: Sardanyés, Josep, Martínez, Regina, Simó, Carles, Solé, Ricard
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1609
container_issue 7
container_start_page 1589
container_title Journal of mathematical biology
container_volume 74
creator Sardanyés, Josep
Martínez, Regina
Simó, Carles
Solé, Ricard
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
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_1899605547</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1899605547</sourcerecordid><originalsourceid>FETCH-LOGICAL-c415t-2bb6595776736dfafc10c99886c376a26a90711423ce0586a2154b7a903085d23</originalsourceid><addsrcrecordid>eNp1kEFLwzAUx4Mobk4_gBcpeI6-lzZJ420MncLAi55Dm6basbVdkoL79mZ0ihdPD_7v9_4PfoRcI9whgLz3ACznFFBQBMGoOiFTzFJGMUNxSqaQQkpFjmxCLrxfA6DkCs_JhEmJWQSnZDkv3dCHJLii9U1outYnoUvCsO1cYr9C05pD-JAUSf9p2y7s-8Yku6Hwje-taaxPtl1lN5fkrC423l4d54y8Pz2-LZ7p6nX5spivqMmQB8rKUnDFpRQyFVVd1AbBKJXnwqRSFEwUCiRixlJjgecxQZ6VMqYp5Lxi6Yzcjr2963aD9UGvu8G18aXGXCkBnGcyUjhSxnXeO1vr3jXbwu01gj6o06M6HdXpgzqt4s3NsXkot7b6vfhxFQE2Aj6u2g_r_rz-t_UbwPJ3_A</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1899605547</pqid></control><display><type>article</type><title>Abrupt transitions to tumor extinction: a phenotypic quasispecies model</title><source>MEDLINE</source><source>SpringerLink Journals</source><creator>Sardanyés, Josep ; Martínez, Regina ; Simó, Carles ; Solé, Ricard</creator><creatorcontrib>Sardanyés, Josep ; Martínez, Regina ; Simó, Carles ; Solé, Ricard</creatorcontrib><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><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 - physiopathology</subject><subject>Populations</subject><subject>Proto-oncogenes</subject><subject>Replication</subject><subject>Stability</subject><subject>Thresholds</subject><subject>Tumor cells</subject><subject>Tumor suppressor genes</subject><issn>0303-6812</issn><issn>1432-1416</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp1kEFLwzAUx4Mobk4_gBcpeI6-lzZJ420MncLAi55Dm6basbVdkoL79mZ0ihdPD_7v9_4PfoRcI9whgLz3ACznFFBQBMGoOiFTzFJGMUNxSqaQQkpFjmxCLrxfA6DkCs_JhEmJWQSnZDkv3dCHJLii9U1outYnoUvCsO1cYr9C05pD-JAUSf9p2y7s-8Yku6Hwje-taaxPtl1lN5fkrC423l4d54y8Pz2-LZ7p6nX5spivqMmQB8rKUnDFpRQyFVVd1AbBKJXnwqRSFEwUCiRixlJjgecxQZ6VMqYp5Lxi6Yzcjr2963aD9UGvu8G18aXGXCkBnGcyUjhSxnXeO1vr3jXbwu01gj6o06M6HdXpgzqt4s3NsXkot7b6vfhxFQE2Aj6u2g_r_rz-t_UbwPJ3_A</recordid><startdate>20170601</startdate><enddate>20170601</enddate><creator>Sardanyés, Josep</creator><creator>Martínez, Regina</creator><creator>Simó, Carles</creator><creator>Solé, Ricard</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><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>3V.</scope><scope>7TK</scope><scope>7TM</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>JQ2</scope><scope>K7-</scope><scope>K9.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>M7Z</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20170601</creationdate><title>Abrupt transitions to tumor extinction: a phenotypic quasispecies model</title><author>Sardanyés, Josep ; Martínez, Regina ; Simó, Carles ; Solé, Ricard</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c415t-2bb6595776736dfafc10c99886c376a26a90711423ce0586a2154b7a903085d23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Applications of Mathematics</topic><topic>Bifurcations</topic><topic>Cancer</topic><topic>Competition</topic><topic>Computer applications</topic><topic>Computer Simulation</topic><topic>Cytotoxicity</topic><topic>Drug delivery</topic><topic>Drug delivery systems</topic><topic>Drugs</topic><topic>Extinction</topic><topic>Fixed points (mathematics)</topic><topic>Genes</topic><topic>Humans</topic><topic>Kinetics</topic><topic>Mathematical and Computational Biology</topic><topic>Mathematical models</topic><topic>Mathematics</topic><topic>Mathematics and Statistics</topic><topic>Models, Biological</topic><topic>Mutation</topic><topic>Neoplasms - genetics</topic><topic>Neoplasms - physiopathology</topic><topic>Populations</topic><topic>Proto-oncogenes</topic><topic>Replication</topic><topic>Stability</topic><topic>Thresholds</topic><topic>Tumor cells</topic><topic>Tumor suppressor genes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sardanyés, Josep</creatorcontrib><creatorcontrib>Martínez, Regina</creatorcontrib><creatorcontrib>Simó, Carles</creatorcontrib><creatorcontrib>Solé, Ricard</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies &amp; Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Computer Science Collection</collection><collection>Computer Science Database</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Biochemistry Abstracts 1</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><jtitle>Journal of mathematical biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sardanyés, Josep</au><au>Martínez, Regina</au><au>Simó, Carles</au><au>Solé, Ricard</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Abrupt transitions to tumor extinction: a phenotypic quasispecies model</atitle><jtitle>Journal of mathematical biology</jtitle><stitle>J. 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>
fulltext fulltext
identifier ISSN: 0303-6812
ispartof Journal of mathematical biology, 2017-06, Vol.74 (7), p.1589-1609
issn 0303-6812
1432-1416
language eng
recordid cdi_proquest_journals_1899605547
source MEDLINE; SpringerLink Journals
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
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-04T11%3A33%3A09IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Abrupt%20transitions%20to%20tumor%20extinction:%20a%20phenotypic%20quasispecies%20model&rft.jtitle=Journal%20of%20mathematical%20biology&rft.au=Sardany%C3%A9s,%20Josep&rft.date=2017-06-01&rft.volume=74&rft.issue=7&rft.spage=1589&rft.epage=1609&rft.pages=1589-1609&rft.issn=0303-6812&rft.eissn=1432-1416&rft_id=info:doi/10.1007/s00285-016-1062-9&rft_dat=%3Cproquest_cross%3E1899605547%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1899605547&rft_id=info:pmid/27714432&rfr_iscdi=true