Newt Gingrich's campaign manager and top aides resigned en masse Thursday, a remarkable setback that could prove fatal to a presidential run that has stumbled from the outset.

The departures followed a week of heated debate within the Gingrich camp over whether the Republican former House speaker was sufficiently committed to his long-shot political comeback more than 13 years after he resigned from Congress.

Those...