Tierney had to drop out of the planned NBC series to be treated for breast cancer.
Show representatives confirmed to E! News Friday that Graham will be replacing her.
Graham is best known for her work on the TV series "Gilmore Girls."
Martin Bashir resigns from MSNBC over Sarah Palin comments
Exploding whale video goes viral on Internet