With party unity crucial to Democrats’ hopes for passing significant legislation before the midterm elections, Arlen Specter’s primary loss could pose a new problem for the White House.

The Senate could vote on any number of crucial bills before the midterms, including a new jobs bill, immigration reform, climate-change legislation, and...