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Pharmacology data analysis for quantifying drug potency (Kd, EC50, Ki etc) was developed decades ago.
This analysis assumes the target density is low and the assay is at equilibrium.
These assumptions are often violated by new technology - see this paper for details.
We developed easy-to-use simulators to explore target density and equilibration artifacts in data analysis - see here.
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