WASHINGTON—A Senate committee has indefinitely delayed a confirmation hearing for Ronny Jackson, President Donald Trump’s nominee to head the Department of Veterans Affairs, because of questions about his background, according to White House and congressional aides.

Aides and lawmakers on Capitol Hill didn’t specify the concerns. A spokeswoman for the Veterans Affairs Committee didn’t respond to a request for comment.

The...