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Kelly Osbourne and Luke Worrall's road to the altar is no more ... after she allegedly catches him cheating.

Ozzy's daughter reached out to her fans this morning with the following tweet:

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This is a far cry from her now-deleted Facebook message that read, "Luke Worrall makes me sick!!!"

Kelly and Luke have been engaged since 2008.

Calls to Kelly's rep have not been returned.