The elastic interaction of membrane inclusions provides a unique physical r
ealization of multibody forces. We derive an expression for the multibody c
urvature interaction between membrane proteins, and show that this interact
ion cannot be approximated by a pairwise additive theory. However, the inte
raction can be decomposed into a repulsive pairwise part and a non-pairwise
part of similar magnitude which is anisotropic and can be attractive. This
non-pairwise interaction can create stable spatial patterns which arise fr
om an interplay between thermal fluctuations and competing pairwise repulsi
ve and non-pairwise attractive interactions. We present numerical simulatio
ns which show how aggregates can assemble into ordered patterns from a rand
om initial distribution at room temperature.