Analysis of blood cell production under growth factors switching

buir.contributor.authorÖzbay, Hitay
dc.citation.epage13317en_US
dc.citation.issueNumber1en_US
dc.citation.spage13312en_US
dc.citation.volumeNumber50en_US
dc.contributor.authorDjema, W.en_US
dc.contributor.authorÖzbay, Hitayen_US
dc.contributor.authorBonnet, C.en_US
dc.contributor.authorFridman, E.en_US
dc.contributor.authorMazenc, F.en_US
dc.contributor.authorClairambault, J.en_US
dc.date.accessioned2018-04-12T11:12:01Z
dc.date.available2018-04-12T11:12:01Z
dc.date.issued2017en_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.description.abstractHematopoiesis is a highly complicated biological phenomenon. Improving its mathematical modeling and analysis are essential steps towards consolidating the common knowledge about mechanisms behind blood cells production. On the other hand, trying to deepen the mathematical modeling of this process has a cost and may be highly demanding in terms of mathematical analysis. In this paper, we propose to describe hematopoiesis under growth factor-dependent parameters as a switching system. Thus, we consider that different biological functions involved in hematopoiesis, including aging velocities, are controlled through multiple growth factors. Then we attempt a new approach in the framework of time-delay switching systems, in order to interpret the behavior of the system around its possible positive steady states. We start here with the study of a specific case in which switching is assumed to result from drug infusions. In a broader context, we expect that interpreting cell dynamics using switching systems leads to a good compromise between complexity of realistic models and their mathematical analysis. © 2017en_US
dc.description.provenanceMade available in DSpace on 2018-04-12T11:12:01Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 179475 bytes, checksum: ea0bedeb05ac9ccfb983c327e155f0c2 (MD5) Previous issue date: 2017en
dc.identifier.doi10.1016/j.ifacol.2017.08.1331en_US
dc.identifier.issn2405-8963
dc.identifier.urihttp://hdl.handle.net/11693/37387
dc.language.isoEnglishen_US
dc.publisherElsevier B.V.en_US
dc.relation.isversionofhttp://dx.doi.org/10.1016/j.ifacol.2017.08.1331en_US
dc.source.titleIFAC-PapersOnLineen_US
dc.subjectDistributed delayen_US
dc.subjectModelingen_US
dc.subjectPopulation dynamicsen_US
dc.subjectSwitchingen_US
dc.subjectCellsen_US
dc.subjectModelsen_US
dc.subjectSwitchingen_US
dc.subjectSwitching systemsen_US
dc.subjectBiological functionsen_US
dc.subjectBiological phenomenaen_US
dc.subjectCommon knowledgeen_US
dc.subjectDistributed delaysen_US
dc.subjectMathematical analysisen_US
dc.subjectNew approachesen_US
dc.subjectPositive steady stateen_US
dc.subjectRealistic modelen_US
dc.subjectBlooden_US
dc.titleAnalysis of blood cell production under growth factors switchingen_US
dc.typeArticleen_US

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Analysis of Blood Cell Production under Growth Factors Switching.pdf
Size:
1001.76 KB
Format:
Adobe Portable Document Format
Description:
Full printable version