Well... there was that little ABSCAM thingy..
His lowest percentage came in 1980, when he received 59.6% of the vote against Charles A. Getty. This challenge occurred during the ABSCAM investigation in which Murtha was named as an "unindicted co-conspirator", but was never charged.