Nanoparticles and microspheres are provided for delivering an anticancer agent or other active agents to a subject. The nanoparticles and the microspheres are formed from a core that is encased by a coating or shell that includes a somatostatin-albumin fusion protein or analogue thereof. The somatostatin-albumin fusion protein includes at least one albumin (or an analog thereof) moiety, at least one somatostatin moiety (e.g. SST-14, SST-28), and at least one spacer connecting albumin to albumin, somatostatin to somatostatin and/or albumin to somatostatin moieties.