concentration of a compound enters the right hand side of the ODE with either a positive or negative sign. These processes are nonlinear and coupled, and thus their evolution is not predictable from intuition, but requires simulation. Having constructed the model we parameterised it using experimental data 11885967” generated for tractable heat shocks in vitro. We then exploited this model to examine 21278085” thermal adaptation during sequential and stepwise thermal insults as well as during less tractable temperature fluctuations that occur in vivo. Several assumptions were made in the initial construction of this model. First, we assumed that Hsp90 interacts with and negatively regulates Hsf1 under steady state conditions, in the absence of thermal fluctuation. Second, we reasoned that in response to heat shock, proteins become unfolded, that Hsp90 becomes sequestered in complexes with these unfolded proteins, and that this leads to the release of Hsf1 from Hsp90-Hsf1 complexes. Third, we assumed that free Hsf1 becomes phosphorylated and activated by its protein kinase, leading to the induction of heat Autoregulation of Thermal Adaptation shock protein genes including HSP90. Fourth, we predicted that this protein kinase is down-regulated by an unknown inhibitor. Fifth, on the basis that Hsp90 negatively regulates Hsf1, we predicted that the subsequent increase in Hsp90 levels would then lead to the down-regulation of Hsf1. Our goal was to keep the mathematical model as simple as possible, reducing the complexity of the system to include the following key components: the inactive and active forms of Hsf1; the interaction of Hsf1 with Hsp90; free Hsp90; the Hsp90 complex with unfolded proteins; and HSP90 mRNA production. Therefore, we considered three main forms of Hsp90: the free form, the complex with unfolded proteins and the complex with Hsf1. We made this assumption on the basis that: molecular chaperones participate in the folding of many proteins in eukaryotic cells; in mammalian cells, unfolded proteins accumulate during heat shock; and these unfolded proteins are thought to compete with HSF1 for binding to Hsp90, leading to the release of free HSF1. Therefore, we proposed that Hsf1 is present in an equilibrium with Hsp90, constantly associating with and buy Crenolanib dissociating from Hsp90. At elevated temperatures the protein kinase that phosphorylates Hsf1 becomes activated , and this leads to the subsequent activation of an inhibitor I which inactivates K. The identities of the Hsf1 kinase and Hsf1 phosphatase are currently unknown. The active K binds free Hsf1, forming the complex Hsf1K, mediating Hsf1 phosphorylation to form Hsf1P. Activated Hsf1 induces the transcription of HSP90 mRNA via heat shock elements within promoter regions, and subsequently induces the synthesis of new Hsp90. The model also accounts for the degradation of HSP90 mRNA. The transcriptional activity of Hsf1P can be repressed through the binding of Hsp90 and the formation of the complex Hsf1Hsp90. Thus Hsf1 is assumed to be negatively regulated by Hsp90 in the model. During heat shock, Hsp90 binds unfolded and/or damaged proteins, preventing their aggregation and helping them to refold . This is considered a reversible process. In addition, both the Hsp90Complex and Hsp90 can be degraded. The degradation of Hsp90 protein and HSP90 mRNA are not explicitly regulated by heat shock in the model. However, the increased formation of Hsp90Complex due to a temperature up-shift indirectly pr
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