Prove the distances between the circumcenter, $O$, and the three excenters, $I_1$, $I_2$, $I_3$, of a triangle are given by $$\begin{align} |OI_1|^2 &= R(R + 2r_1) \\ |OI_2|^2 &= R(R + 2r_2) \\ |OI_3|^2 &= R(R + 2r_3) \end{align}$$ where $R$ is the circumradius and $r_1$, $r_2$, $r_3$ are the respective exradii.
I know that the circumcenter is the point of concurrence of perpendicular bisectors of sides; center of circumscribed circle). I also know that excenter is the center of a circle that is tangent to the three lines extended along the sides of a triangle.