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According to The Sun, the group will appear on Friday mornings and perform a song based on the week's news.
"We can't wait to work with the lovely Adrian - and of course Christine," they said in a statement.
Daybreak, which replaces GMTV, begins on Monday.
> Jonathan Ross band to get own show?
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