Lookman scored Atalanta’s first and second goals of the game.
The Nigeria international has now scored six goals and registered two assists in 16 league appearances for La Dea this season.
The winger was in action for 82 minutes in the thrilling contest.
He was replaced by Aleksey Miranchuk.
Luis Muriel scored the winning goal for Atalanta deep into stoppage time.
