With newly drawn district lines following redistricting in 2002, Patton was one of five Republicans who sought to succeed incumbent Erin Sullivan.
When incumbent Bob Spada was unable to run for another term in the Ohio Senate in 2008, Patton decided to give up a fourth term in the House to run for the seat.