The present invention provides compositions and methods for promoting fusion of bones in spine fusion procedures. In some embodiments, a method of performing a spine fusion procedure comprises providing a composition comprising PDGF disposed in a biocompatible matrix and applying the composition to a site of desired spine fusion.