Ben Affleck and Rosamund Pike lead the cast of the film as Nick and Amy Dunne, whose marriage is rocked after the latter disappears on their fifth wedding anniversary.
Girl with the Dragon Tattoo director David Fincher is behind the camera for the dark thriller, which is based on the best-selling novel from Gillian Flynn.
Flynn, who previously described Fincher as her "all-time favorite director", has written the script for the movie. Reese Witherspoon is producing the thriller alongside Bruna Papandrea and Leslie Dixon.
The film version will deviate from the alternating chapters of the book - Nick and Amy takes turns narrating in the first person - and also feature a reworked ending.
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Neil Patrick Harris, Tyler Perry, Kim Dickens, Patrick Fugit and Emily Ratajkowski feature among the supporting cast for Gone Girl.
Flynn and Fincher will reunite for HBO's remake of Channel 4's conspiracy series Utopia.
Gone Girl will be released in cinemas on October 3.