break out means begin or start, normally, dangerous or unpleasant event (e.g. The Korean War broke out in 1960.)
break out in something means develop a skin irritation condition (e.g. She broke out in a rash after the long business trip.)
break out of means escape (e.g. The prisoners broke out of jail last night.)