For decades, the Publishers Clearing House Prize Patrol—complete with oversized checks and celebratory balloons—has symbolized life-changing moments for sweepstakes winners across the country.

Publishers Clearing House, the company known for its sweepstakes and massive check giveaways, filed for Chapter 11 bankruptcy Wednesday. The company said the filing will reorganize its capital ...