The White House is seeking a meeting between President Donald Trump and Pope Francis when the U.S. leader travels to Europe next month, a prospect welcomed by the pontiff, U.S. and Vatican officials said Wednesday.

“Obviously, we’d be honored to have an audience with His Holiness,” White House press spokesman Sean Spicer told reporters at Wednesday’s press briefing.

The...