  We review past and present results on the non-local form-factors of the
effective action of semiclassical gravity in two and four dimensions computed
by means of a covariant expansion of the heat kernel up to the second order in
the curvatures. We discuss the importance of these form-factors in the
construction of mass-dependent beta functions for the Newton's constant and the
other gravitational couplings.
