Sitake has coached the BYU Cougars to a Big 12 Championship berth.
Amare Campbell's scoop and score was the difference in a barnburner of a game against the Scarlet Knights.
"My parents get to watch me play another game as the Penn State starting quarterback. That's really what I do it for, and I'm excited for the opportunity."
The Nittany Lions beat the Scarlet Knights in a 1,000-yard war to cap off the regular season.
Singleton snatched the records with his 11-yard touchdown in the first quarter against Rutgers.
Standout freshman defensive end Chaz Coleman will play against Rutgers.