Hi,
I am not sure that the hill model is appropriate for what you want to achieve:
en.wikipedia.org/wiki/Hill_equation_(biochemistry)
.
Since you have a fast on and off rate, equilibrium will be reached very fast. The response at equilibrium is a measure for binding as long as you can saturate the ligand (
www.sprpages.nl/sensorgram-tutorial/a-curve
). Even when the interaction is not 1:1 this will work. Using the equilibrium analysis (
www.sprpages.nl/data-fitting/models/equilibrium-analysis
) you can determine the overall
KD of the system.
Keep in mind that the IC50/EC50 is not the same as
KD. When
KD is << Atot the EC50 provides no information about the
KD. When the
KD >> Atot the EC50 and the
KD will be close. In general, the EC50 overestimates the KD.
kind regards
Arnoud