Jeremy Guthrie pitched shutout ball into the sixth inning, Lorenzo Cain drove in an early run off Tim Hudson and made a pair of nifty catches, and the Kansas City Royals beat the San Francisco Giants 3-2 Friday night to take a 2-1 World Series lead.