Question
In this assignment, you will use Matlab to simulate protein binding to the glass surface in a flow cell. Use the following parameters: [BSA] is
In this assignment, you will use Matlab to simulate protein binding to the glass surface in a flow cell. Use the following parameters:
[BSA] is 0.1, 1, 10 M
Time is 0, 1, 3, 10, 30, 100 sec
KD = koff/kon
kon = 0.1, 1, 10 M-1s-1, koff varies
Volume = 10 l
Surface monolayer of BSA is 6 pmol of BSA bound = 0.6 M bound
For these simulations, think of surface binding sites at 0.6 M in the flow cell ([sites]total = 0.6 M in equation below). BSA is partitioned into free in solution and bound to surface, such that:
[BSA]total = [BSA]free + [BSA]bound
where [BSA]total is what you put into the flow cell at time zero. You have to maintain mass balance (BSA is either bound or free) at all times. Also, there are a finite number of binding sites on the surface, so:
[sites]total = [sites]bound + [sites]free.
You need to maintain mass balance of sites as well. Note also that
[sites]bound = [BSA]bound
by definition.
The differential equation for bound BSA is:
d[BSA]bound/dt = kon*[BSA]free*[sites]free koff*[BSA]bound
Q.8 First, we will simulate BSA binding to the surface over time. Starting with a KD of 0.1 M and kon of 10 M-1s-1, plot [BSA]bound vs time for [BSA]total of 0.1, 1, and 10 M. On same plot, repeat for same KD but kon of 1 and 0.1 M-1s-1. Repeat for KD of 1 and 10 M to generate three plots total with 9 traces for each plot. Include legend on plot and label axes and include a descriptive caption for your figure.
Q.9 Next we will plot the amount of BSA bound at specific times versus the total BSA in the system. From the kinetics plots you generated above, generate plots for the amount of protein bound to the surface versus [BSA]total at times 1, 3 and 10 sec (like you used for the experiment). Generate three plots of [BSA]bound vs [BSA]total, one for each KD of 0.1, 1 and 10 M. For each one, plot [BSA]bound vs. [BSA]total for three different kon values and three different times, so 9 traces per plot and one plot for each of three KD values.
Hint: The Mathlab ode23 function maybe helpful for this simulation assignment. For more information of the function ode23, you may refer to https://www.mathworks.com/help/matlab/ref/ode23.html
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