Earlier today, it was announced that the X Factor contestant has been axed after breaking a 'golden rule', which is rumoured to involve drugs.
An M&S spokeswoman told The Guardian that Cocozza will no longer appear in the 60-second advert.
However, the store's representative also added that The Risk and Johnny Robinson, who were eliminated on Sunday, will no longer be seen in the advert either.
Contestants sang 'When You Wish Upon A Star' for the campaign, which launched last month as The X Factor's live shows began.
> Frankie Cocozza: Rock 'n' roll wally or wasted talent?
> Gary Barlow 'hugely disappointed in Frankie exit'
> Frankie Cocozza 'X Factor' bets refunded by Paddy Power
Watch the original Marks & Spencer Christmas advert with X Factor contestants: