Gene repression and activation
Gene transcription Gene expression = production - degradation Production depends on many factors type of promoter (activator or repressor) single transcription factor (TF) its cooperativity (or number of binding sites) multiple TFs type of gate (AND, OR, SUM) binding strengths of transcription promoter activity Degradation is usually assumed to be a linear process: the amount that decays is proportional to the amount present
Gene transcription Gene expression = production - degradation gene expression (or the amount/number of mRNA molecules) production (or transcription) rate linear degradation rate
Michaelis-Menten model of gene regulation Activator TF increases the transcription rate of gene g: basal rate of transcription maximum transcription rate half-saturation constant (the ratio of association and dissociation constants of TF binding to a gene’s promoter).
Michaelis-Menten model of gene regulation
Equation for gene transcription If TF is a function of time, this equation cannot be solved analytically. If TF does not change with time, gene expression will reach steady-state
Equation for gene transcription Regulator can be a signal, s(t): like in the case of a sensor that we want to construct in iGEM. If signal s(s)=s does not change with time, gene expression will reach steady-state
TF as a repressor Repressor TF decreases the transcription rate of gene g:
Cooperativity If more than one binding site for TF exist then for activator and for repressor h is the number of binding sites = cooperativity (or Hill coefficient)
Multiple Transcription Factors SUM gate: effect from multiple TFs is additive AND gate: effect from multiple TFs is multiplicative In these two cases, the maximal production rate can only be achieved when both TFs are bound. Also, it could be that a signal is needed to activate the promoter.
Multiple Transcription Factors OR gate: two TFS compete for binding to the promoter region) For activator For repressor
Translation of protein Protein = production – decay Decay: a linear process but it can be regulated (regulated proteolysis) Production: amount of protein produced by translation is proportional to the amount of mRNA
Post-translational modification
Michaelis-Menten equation for phosphorylation-dephosphorylation d /dt == rate of phosphorylation k == maximal rate for the forward reaction (phosphorylation) k’ == maximal rate for the reverse reaction (dephosphorylation)
Negative Autoregulation Synthetic transcription circuits. (a) Simple transcription unit (open loop). Cells expressing TetR can be induced, by adding aTc to the medium, to produce GFP. (b) Negative autoregulation: the tet promoter controls the production of its repressor, TetR fused to GFP. The TetR–GFP fusion protein represses its own promoter. Rosenfeld et al, J.Mol.Biol.2002
Negative Autoregulation
Positive Autoregulation
Positive autoregulation with multiple regulators SUM gate: effect from the sensor and autoregulator is additive
Positive autoregulation with multiple regulators AND gate: effect from the sensor and autoregulator is multiplicative
Tasks Model and simulate in matlab the following scenario: Initially there is no signal, and as a result
Transcriptional time delay