Rick Santorum extended his David-vs.-Goliath run in the Republican primaries on Tuesday night, rolling to projected victories in tight-as-a-tick contests in Alabama and Mississippi.

While Mitt Romney performed respectably on turf that was culturally foreign to him, the apparent failure to win is a huge setback for southerner Newt Gingrich, who...