Team:Aberdeen Scotland/Equations
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University of Aberdeen - ayeSwitch
Equations
Here we define the equation and parameters that describe the genetic toggle switch that works at the translational level. The switch allows mutually exclusive expression of protein production. For the purpose of testing, we tagged the proteins with markers, green fluorescent protein(GFP) for one and cyan fluorescent protein (CFP) for the other. This allows us to easily measure the protein expression by measuring the concentrations of GFP and CFP. For the sake of simplicity, we refer to the combination of protein and marker by the marker name (i.e. GFP and CFP). This synthetic biological circuit is represented in Fig 1.
Fig 1
We regulate the system by adding galactose or copper. Galactose binds to the GAL promoter and activates the transcription of mRNA1 (M1), allowing the system to express GFP. Copper binds to the CUP1 promoter, activating the transcription of mRNA2 (M2) and leading to the expression of CFP.
Fig 1 shows the mutual inhibition of the translation of the two mRNAs by the proteins binding to the corresponding stem loop structures on the opposing construct.
This means that if GFP is being expressed, the proteins will bind onto the M2 stem loops, thus preventing M2 from producing CFP. CFP exhibits the same behaviour, inhibiting the production of GFP.
Equation Terms
Each equation is composed of three terms: generation, degradation, and base rate
Generation: There are two forms of the generation term: one for the mRNAs and one for the proteins (GFP and CFP).
For the mRNAs, the generation term is in the form of the Michaelis-Menten equation with Hill coefficients to model the cooperativity of the binding affinities of the stem loops.
For the proteins (GFP and CFP), the Michaelis-Menten equation is modified to take into account the inhibition of one protein on the other. This describes how GFP inhibits the generation of CFP and vice-versa.
Degradation: This term describes the degradation the component within the cell and is a function of the reaction kinetics for the breakdown of the component over time and the dilution that occurs as the cell divides.
Base Rate: This is the concentration of molecules present in the cell when the promoter or inhibitor is not activated.
Equations and Parameters
Equation (1) describes the rate of change of the mRNA (mRNA1) that is transcribed from the galactose promoter.
(1) |
[GAL]: |
represents the concentration of galactose that is added to the system;
|
[M1]: |
is the concentration of mRNA that translates the N-peptide and GFP |
λ1: |
constant representing the rate of transcription of the DNA that encodes |
μ1: |
constant representing the rate of degradation of mRNA |
n1: |
Hill coefficient
|
k1: |
constant of association between galactose and DNA |
T: |
time constant representing rate of cellular division |
Equation (2) describes the rate of change of GFP that is translated from mRNA1.
(2) |
[M1]: |
is the concentration of mRNA that translates the N-peptide GFP
|
[GFP]: |
represents the concentration of N-peptide and GFP |
[CFP]: |
represents the concentration of the MS2-protein and CFP |
λ2: |
constant representing the rate of translation of the DNA that encodes |
μ2: |
constant representing the rate of degradation of GFP |
n2: |
Hill coefficient
|
k2: |
constant of association between mRNA and amino acids |
T: |
time constant representing rate of cellular division |
Equation (3) describes the rate of change of the mRNA (mRNA2) that is transcribed from the copper promoter.
(3) |
[Cu2+]: |
is the concentration of the copper added to the |
[M2]: |
is the concentration of mRNA that translates the N-peptide and GFP |
λ3: |
constant representing the rate of transcription of the DNA that encodes |
μ3: |
constant representing the rate of degradation of mRNA |
n3: |
Hill coefficient
|
k3: |
constant of association between copper and DNA |
T: |
time constant representing rate of cellular division |
Equation (4) describes the rate of change of CFP that is translated from mRNA2.
(4) |
[M2]: |
is the concentration of mRNA that translates the MS2-protein and CFP
|
[GFP]: |
represents the concentration of N-peptide and GFP |
[CFP]: |
represents the concentration of the MS2-protein and CFP |
λ4: |
constant representing the rate of translation of the DNA that encodes |
μ4: |
constant representing the rate of degradation of CFP |
n4: |
Hill coefficient
|
k4: |
constant of association between mRNA and amino acids |
T: |
time constant representing rate of cellular division |
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