Manchester City star Phil Foden has been shortlisted for the main Professional Footballers' Association player of the year award and the young player prize.
Foden, 21, was one of the most consistent performers in a City side which won the 2020-21 Premier League title, and will be key to England's chances of success at Euro 2020.
He will be hoping to become the first player to win both of the men's individual awards since Gareth Bale in 2013.
German midfielder Gundogan enjoyed an unusually prolific season and finished as the club's Premier League top scorer with 13 goals.
Premier League Golden Boot winner Kane has taken his place among the nominees, while Manchester United's star man Fernandes has earned his slot with 18 league goals and 12 assists.
The winners of the individual awards will be announced on Sunday night.