WASHINGTON—The Pentagon's most advanced fighter plane made its combat debut in the U.S.-led strikes on Syria,serving a crucial purpose for a sensitive mission that depended on stealth.

Pilots flying the F-22 Raptor flew bombing runs over Syria to target the militant Islamic State group, U.S. officials said.

Officials didn't say what targets...