Kd vs EC50 - Place Holder
Asana Task - WIP https://app.asana.com/1/23502969812141/project/1206673191407556/task/1210538063199475?focus=true
Overview
The dissociation constant Kd describes the equilibrium between the bound and unbound state. Therefore, the Kd value is a measure of the affinity of a binding site to a ligand. This constant is independent of the concentrations of the interaction partners.
In contrast, the EC50 describes the effective dose of ligand at which half of all target molecules are present in the bound state (EC50 stands for half maximal effective concentration).
For interactions that follow a simple 1:1 equilibrium binding model (no cooperativity), the Kd value and the EC50 are connected via the following equation (I).
EC50 = Kd + 0.5 *[Target concentration] (I)
Therefore, at target concentrations far below the Kd, EC50 and Kd have the same value. However, if the target concentration falls within the range of the Kd or above, Kd and EC50 can differ significantly. Due to this concentration dependence, EC50 values are connected to a specific experimental setup and do not transfer to other methods.
Example
Suppose a given interaction has a Kd of 11 nM (a high affinity) and the target is present at a concentration of 2 nM. In that case, the interaction is independent of the ligand concentration, and a Kd of 11 nM can be calculated (Figure 1). In this case, since EC50 ~ Kd, the EC50 value would be similar to the Kd. On the contrary, when the target concentration is higher (i.e., 200 nM), a ligand concentration of ~100 nM would be necessary to reach a state where half of all target molecules are in the bound state. The EC50 totals to ~100 nM in this case.
Note that the Kd of this interaction is still 11 nM, as this parameter instead describes the physical strength of a molecular interaction. Due to the difference in the target concentration from the expected Kd (200 nM vs 11 nM), the Dianthus software will not be able to fit a Kd in this case, as shown in Figure 1, right side, light blue line.
After all, the Kd can also be expressed as a function of the thermodynamic equilibrium of an interaction (ΔG = RT ln(Kd)). The standard definition of the Kd as the ligand concentration at which half of all target molecules are in the bound state only applies at target concentrations well below the Kd, i.e., where Kd ≈ EC50.