Discriminant-based bistability analysis of a TMG-induced lac operon model supported with boundedness and local stability results

dc.contributor.author Levent Cavas
dc.contributor.author Neslihan Avcu
dc.contributor.author Hakan Alyuruk
dc.contributor.author Güleser Kalaycı Demir
dc.contributor.author Cüneyt GÜZELİŞ
dc.contributor.author Ferhan PEKERGİN
dc.contributor.author Pekergin, Ferhan
dc.contributor.author Demir, Güleser Kalayci
dc.contributor.author Guzelis, Cuneyt
dc.contributor.author Kalayci Demir, Guleser
dc.contributor.author Cavas, Levent
dc.contributor.author Avcu, Neslihan
dc.contributor.author Alyuruk, Hakan
dc.date.accessioned 2025-10-22T16:06:16Z
dc.date.issued 2016
dc.description.abstract This paper presents the results of a theoretical and numerical study on the analysis of bistable behavior of the most studied gene regulatory network the lac operon in terms of the model parameters. The boundedness of the state variables for the considered model are demonstrated the parameter values providing the existence of the multiple equilibria and thus the bistable behavior are determined and a local stability analysis of the equilibria is performed. The parameter region yielding the existence of multiple equilibria is determined in an algebraic way based on discriminants. The model given in the state equation form is defined by the ordinary differential equations with the rational right-hand sides constituted within Hill and Michaelis Menten approaches based on enzyme kinetics. The presented method can also be used in the parametric studies of other gene regulatory and metabolic networks given by state equations with rational right hand sides.
dc.description.sponsorship This study was supported by the Scientific and Technological Research Council of Turkey and the CNRS (France) as a PIA BOSPHORUS joint research project with grant number 111E082. This paper was partially presented in the Proceedings of the ELECO2012 Conference [10], Bursa.
dc.description.sponsorship Scientific and Technological Research Council of Turkey; CNRS (France) as a PIA BOSPHORUS joint research project [111E082]
dc.identifier.citation [1] Jacob F Perrin D Sanchez C Monod J. L operon: groupe de gene a expression par un operatour. C R Acad Sci 1960, 250: 1727 1729 (in French).[2] Novick A Wiener M. Enzyme induction as an all-or-none phenomenon. P Natl Acad Sci USA 1957, 43: 553 566.[3] Ozbudak M Thattai M Lim HN Shraiman BI Van Oudenaarden A. Multistability in the lactose utilization ¨ network of Escherichia coli. Nature 2004, 42: 737 740.[4] Yıldırım N Santillan M Horike D Mackey MC. Dynamics and bistability in a reduced model of the lac operon. Chaos 2004, 4: 279 292.[5] Danchin A. Cells need safety valves. BioEssays 2009, 31: 769 773.[6] Wong P Gladney S Keasling JD. Mathematical model of the lac operon: inducer exclusion catabolite repression and diauxic growth on glucose and lactose. Biotechnol Prog 1997, 13: 132 143.[7] Avcu N. Analysis of bistability behaviour of lac operon by using systems theory. PhD Dokuz Eyl¨ul University ˙Izmir Turkey 2013.[8] Van Hoek MJ Hogeweg P. In silico evolved lac operons exhibit bistability for artificial inducers but not for lactose. Biophys J 2006, 91: 2833 2843.[9] Julius A Halasz A Sakar S Harvey R Pappas GJ. Stochastic modeling and control of biological systems: the lactose regulation system of E. coli. IEEE T Automat Contr 2008, 53: 51 65.[10] Yagil G Yagil E. On the relation between effector concentration and the rate of induced enzyme synthesis. Biophys J 1971, 11: 11 27.[11] Santillan M Mackey MC. Influence of catabolite repression and inducer exclusion on the bistable behavior of the lac operon. Biophys J 2004, 86: 1282 1292.[12] Vidyasagar M. Nonlinear System Analysis. Upper Saddle River NJ USA: Prentice Hall 1972.[13] Avcu N Demir GK Pekergin F Aly¨ur¨uk H C¸ ava¸s L G¨uzeli¸s C. Boundedness and local stability analysis for a TMG induced lac operon model. In: ELECO2012 Elektrik-Elektronik ve Bilgisayar M¨uhendisli˘gi Sempozyumu, 29 November 1 December 2012, Bursa Turkey. pp. 420 425 (in Turkish with abstract in English).
dc.identifier.doi 10.3906/elk-1305-264
dc.identifier.issn 1300-0632
dc.identifier.issn 1303-6203
dc.identifier.scopus 2-s2.0-84963819002
dc.identifier.uri https://gcris.yasar.edu.tr/handle/123456789/11047
dc.identifier.uri https://search.trdizin.gov.tr/en/yayin/detay/244679
dc.identifier.uri https://doi.org/10.3906/elk-1305-264
dc.language.iso İngilizce
dc.publisher Tubitak Scientific & Technological Research Council Turkey
dc.relation.ispartof Turkish Journal of Electrical Engineering and Computer Sciences
dc.rights info:eu-repo/semantics/closedAccess
dc.source Turkish Journal of Electrical Engineering and Computer Sciences
dc.subject Mühendislik- Elektrik ve Elektronik-Biyokimya ve Moleküler Biyoloji
dc.subject Bistability
dc.subject Gene Regulatory Networks
dc.subject Mühendislik, Elektrik Ve Elektronik
dc.subject Lac Operon
dc.subject Discriminant
dc.subject Biyokimya Ve Moleküler Biyoloji
dc.subject TMG
dc.title Discriminant-based bistability analysis of a TMG-induced lac operon model supported with boundedness and local stability results
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gdc.author.id Kalaycı Demir, Güleser/0000-0003-3808-5305
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gdc.author.wosid Alyuruk, Hakan/L-7694-2013
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gdc.author.wosid Kalaycı Demir, Güleser/O-7249-2019
gdc.author.wosid Cavas, Levent/P-2144-2019
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gdc.description.departmenttemp [Avcu, Neslihan; Kalayci Demir, Guleser] Dokuz Eylul Univ, Fac Engn, Dept Elect Elect Engn, Izmir, Turkey; [Pekergin, Ferhan] Univ Paris 13, Lab Informat Paris North, French Natl Ctr Sci Res, CNRS, Paris, France; [Alyuruk, Hakan] Dokuz Eylul Univ, Grad Sch Nat & Appl Sci, Izmir, Turkey; [Cavas, Levent] Dokuz Eylul Univ, Fac Sci, Dept Chem, Izmir, Turkey; [Guzelis, Cuneyt] Yasar Univ, Fac Engn, Dept Elect Elect Engn, Izmir, Turkey
gdc.description.endpage 732
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gdc.virtual.author Güzeliş, Cüneyt
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