Norichika Aoki singled in the winning run for the Kansas City Royals as they came from behind in the eighth inning to beat the Minnesota Twins 6-1 on Wednesday.Norichika Aoki singled in the winning run for the Kansas City Royals as they came from behind in the eighth inning to beat the Minnesota Twins 6-1 on Wednesday.