2004
DOI: 10.1111/j.1432-1033.2004.04344.x
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A steady‐state modeling approach to validate an in vivo mechanism of the GAL regulatory network in Saccharomyces cerevisiae

Abstract: Cellular regulation is a result of complex interactions arising from DNA-protein and protein-protein binding, autoregulation, and compartmentalization and shuttling of regulatory proteins. Experiments in molecular biology have identified these mechanisms recruited by a regulatory network. Mathematical models may be used to complement the knowledge-base provided by in vitro experimental methods. Interactions identified by in vitro experiments can lead to the hypothesis of multiple candidate models explaining th… Show more

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Cited by 16 publications
(16 citation statements)
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References 34 publications
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“…1; [33]). Similar conclusions have been reached through mathematical simulations and steadystate modeling [63,64]. These suggest that stochastic variations in the nuclear concentrations of the repressor Gal80p may account for the activation of the GAL genetic switch and that a Gal3p-dependent cytosolic sequestration of Gal80p may subsequently shift Gal80p equilibrium towards this compartment.…”
Section: Induction By Galactosesupporting
confidence: 72%
“…1; [33]). Similar conclusions have been reached through mathematical simulations and steadystate modeling [63,64]. These suggest that stochastic variations in the nuclear concentrations of the repressor Gal80p may account for the activation of the GAL genetic switch and that a Gal3p-dependent cytosolic sequestration of Gal80p may subsequently shift Gal80p equilibrium towards this compartment.…”
Section: Induction By Galactosesupporting
confidence: 72%
“…The latter have shown that formation of such a complex results in high switching efficiency even when KlGal1-KlGal80 affinities are much lower than those of the KlGal4-KlGal80 complex. Any previous descriptions of the galactose switch in mathematical terms assumed comparable affinities of Gal80 to Gal3 and Gal4 (61,62), because so far experimental data allowing the calculation of K D values for the Gal1/Gal3-Gal80 complex have been lacking. The combination of experiments and mathematical modeling has enabled us to identify modes of interactions between the regulatory proteins as crucially important factors for the operation of the molecular switch.…”
Section: Discussionmentioning
confidence: 99%
“…The other hypothesis suggests that Gal3p enters the nucleus and interacts with DNA–Gal4p–Gal80p complex. A comparison of the response of the models for each of the two mechanisms with experimental data suggests that the formation of the quaternary complex (D–Gal4p–Gal80p–Gal3p) in the nucleus does not occur in vivo 34. The model‐based rejection of the hypothesis of the formation of the quaternary complex is consistent with the observed subcellular localization of these proteins 29…”
Section: Elucidation Of System‐level Properties Of Gal Regulon Using mentioning
confidence: 58%
“…Steady‐state models have been reported for GAL system by considering interactions at equilibrium and applying molar balances to the different components 34. Equilibrium dissociation constants and total concentrations for various components are obtained by in vitro studies and represent constraints on the candidate models.…”
Section: Elucidation Of System‐level Properties Of Gal Regulon Using mentioning
confidence: 99%