WASHINGTON—The Trump administration asked the Supreme Court late Wednesday to quickly hear its appeal of a ruling that rejected the president’s global tariffs, saying the lower court loss already was hurting the White House in ongoing trade negotiations.

U.S. Solicitor General John Sauer urged the justices to grant review and expedite the case “to the maximum extent feasible, given the enormous importance of quickly confirming the full legal standing of the president’s tariffs.”