This application describes compounds that are preimplantation factor (PIF) peptides, mimetics thereof, pharmaceutically acceptable salts thereof, or combinations thereof. This application also describes the use of those compounds for improving transplant tolerance, for restoring endocrine function, and for the treatment of transplant recipients of partial endocrine tissue grafts.