Manchester City defender Joleon Lescott has been called up as a replacement.
Johnson is the fifth player to withdraw from caretaker coach Stuart Pearce's squad following the Manchester United duo of Wayne Rooney and Tom Cleverley as well as Aston Villa's Darren Bent and Tottenham Hotspur's Kyle Walker.
Source: AFP