The Nittany Lions surrendered 413 yards on 54 carries.
Ohio State scored twice in the game's final five minutes.
Penn State won its first game of the season.
A familiar leadership group will lead the Nittany Lions into battle.
Cornerback Daryus Dixson has been ruled a "game time decision".
The former Penn State football quarterback discussed his continued NFL aspirations and growing ventures outside of football.