The University of Arkansas broke a three-game Southeastern Conference losing streak in dramatic fashion Saturday night by defeating No. 17 Mississippi State 31-28 at Reynolds Razorback Stadium in Fayetteville thanks to a 4-yard touchdown run by Dominique Johnson with 21 seconds left.