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Mathematical Modeling of Tumor-Tumor Distant Interactions Supports a Systemic Control of Tumor Growth

hal.structure.identifierModélisation Mathématique pour l'Oncologie [MONC]
hal.structure.identifierInstitut de Mathématiques de Bordeaux [IMB]
dc.contributor.authorBENZEKRY, Sébastien
dc.date.accessioned2024-04-04T03:02:34Z
dc.date.available2024-04-04T03:02:34Z
dc.date.conference2018-06-19
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/192997
dc.description.abstractEnInteractions between different tumors within the same organism have major clinical implications, especially in the context of surgery and metastatic disease. Three main explanatory theories (competition, angiogenesis inhibition, and proliferation inhibition) have been proposed, but precise determinants of the phenomenon remain poorly understood. In this talk, I will present a formalized version of these theories into mathematical models and the results of biological experiments that were performed to test them against empirical data.The main experimental finding was that in syngeneic mice bearing two simultaneously implanted tumors, growth of one and only one of the tumors was significantly suppressed (61% size reduction at day 15, P < 0.05). At the theoretical level, the competition model had to be rejected, whereas the angiogenesis inhibition and proliferation inhibition models were able to describe the data.The proliferation inhibition model was identifiable and minimal (four parameters), and its descriptive power was validated against the data, including consistency in predictions of single tumor growth when no secondary tumor was present. This theory may also shed new light on single cancer growth insofar as it offers a biologically translatable picture of how local and global action may combine to control local tumor growth and, in particular, the role of tumor-tumor inhibition. This model offers a depiction of concomitant resistance that provides an improved theoretical basis for tumor growth control and may also find utility in therapeutic planning to avoid postsurgery metastatic acceleration.
dc.language.isoen
dc.subject.enTumor growth kinetics
dc.subject.enConcomitant resistance
dc.subject.enTumor-tumor interactions
dc.subject.meshNeoplasms; Models, Theoretical; Models, Biological; Mathematical Concepts; Computing, Mathematical; Computing, Statistical;
dc.title.enMathematical Modeling of Tumor-Tumor Distant Interactions Supports a Systemic Control of Tumor Growth
dc.typeCommunication dans un congrès
dc.subject.halSciences du Vivant [q-bio]/Cancer
dc.subject.halInformatique [cs]/Modélisation et simulation
dc.subject.halPhysique [physics]/Physique [physics]/Analyse de données, Statistiques et Probabilités [physics.data-an]
dc.subject.halStatistiques [stat]/Applications [stat.AP]
bordeaux.hal.laboratoriesInstitut de Mathématiques de Bordeaux (IMB) - UMR 5251*
bordeaux.institutionUniversité de Bordeaux
bordeaux.institutionBordeaux INP
bordeaux.institutionCNRS
bordeaux.conference.title3rd Mathematical Biology Modeling days of Besançon
bordeaux.countryFR
bordeaux.conference.cityBesançon
bordeaux.peerReviewednon
hal.identifierhal-01969102
hal.version1
hal.invitedoui
hal.proceedingsnon
hal.conference.end2018-06-22
hal.popularnon
hal.audienceInternationale
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-01969102v1
bordeaux.COinSctx_ver=Z39.88-2004&amp;rft_val_fmt=info:ofi/fmt:kev:mtx:journal&amp;rft.au=BENZEKRY,%20S%C3%A9bastien&amp;rft.genre=unknown


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