Ibrahim Haciosmanoglu, the Turkish club's president, has claimed that the Bulgarian striker is their main transfer target.
"Berbatov is on our agenda. We want better quality," he is quoted as saying in The Mirror.
The former Manchester United player, 32, has scored two goals this season and has one year remaining on his contract.
Last week, reports surfaced claiming that Berbatov was a target for Barcelona.