Portuguese newspaper A Bola says the Russian side are looking to sign the 27-year-old in the January transfer window.
Lokomotiv are looking to add a creative midfielder to their squad and Izamilov has been struggling with injuries during his time in Portugal.
Sporting have reportedly set a €5million asking price for the midfielder.