The Nittany Lions came in at No. 9 in this week's AP Top-25 Poll.
13 threes from Penn State wasn't enough to earn a victory against the physical Wildcats squad.
After Evan Barratt and Trevor Hamilton picked up goals in regulation, Penn State dropped a hard-fought game against Michigan State following a shootout.
Russ Rose's top-ranked Nittany Lions finished the regular season 29-1 Saturday night in Minneapolis.
The redshirt sophomore quarterback recorded his first 100-yard rushing game and tallied a career-high four touchdowns against the Terrapins.
Brothers Josh and Zech McPhearson were able to share a memorable on-field moment after Josh forced a fumble and Zech recovered it late against Maryland.
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