Penn State battled back in the second half but could not find the win.
Looking to get Penn State themed holiday photos? Head to Beaver Stadium on November 9 for a special holiday photo session.
The Nittany Lions are 8-0 so far in the season.
The Nittany Lions were the preseason No. 2 in the country.
The Nittany Lions re-join the top five after sweeping LIU over the weekend.
The Big Ten bout will be nationally televised on FOX for the fourth consecutive year.