We investigate theoretically the effect of embedded inclusions on memb
rane structure, and the corresponding membrane-induced interactions be
tween inclusions. We find that the membrane thickness, which is pertur
bed from its equilibrium value by the coupling to the embedded inclusi
ons, decays non-monotonically with distance from the inclusion boundar
y. As a result, the membrane-induced interactions between inclusions v
ary non monotonically with spacing. The periodicity of the perturbatio
n profile, as well as the strength and range of the induced interactio
ns, are proportional to the ratio of the amphiphile bending modulus an
d compressibility. In systems where the inclusions impose a thickness-
matching constraint, the induced interactions are attractive. However,
the presence of an energy barrier at a finite spacing may hinder aggr
egation. In systems where the inclusions impose a specific contact-ang
le, the interaction energy is minimal at a finite inclusion spacing.