Awards buzz has been circulating around Aniston since the flick premiered at Toronto International Film Festival this year.
She's also said she found it liberating to sit in a makeup chair and only have scars painted on her face rather than layers of foundation, powder, mascara and lipstick.
Jennifer Aniston in a scene from Cake.
Aniston's performance and transformation in Cake may be too tempting for Academy Awards voters - no doubt the Friends actress is hoping they will eat it up.
ACTRESSES WHO HAVE DITCHED THE GLAM AND WON ACCLAIM
• Halle Berry went makeup free to play a Southern widower who falls for a prison guard in Monster's Ball (2002)
• Charlize Theron shaved off her eyebrows, put on weight and fake teeth to transform into serial killer Aileen Wuornos in Monster (2004)
• Hilary Swank gained around eight kilos of muscle to star as an underdog boxer in Million Dollar Baby (2005)
• Nicole Kidman sported a prosthetic nose as Virginia Woolf in The Hours (2002).