Disclosed herein are sustained release pharmaceutical compositions comprising Trimetazidine or a pharmaceutically acceptable salt thereof and release modifying agents together with suitable pharmaceutically acceptable excipients. The sustained release pharmaceutical compositions of the present invention are characterized by the absence of cellulose and/or their derivatives as release modifying agents.