Compositions and methods for treating or ameliorating the symptoms of inflammatory or autoimmune disease or disorder are described herein. The compositions contain a nanolipogel for sustained delivery of an effective amount of one or more active agents of choice, preferably a drug for treating or ameliorating the symptoms of inflammatory or autoimmune disease or disorder. The nanolipogel includes a lipid bilayer surrounding a hydrogel core, which may optionally include a host molecule, for example, an absorbent such as a cyclodextrin or ion-exchange resin. In preferred embodiments at least one of active agents is an immunosuppressant.