Two security agents grabbed Trump by the shoulders and rushed him back stage. The threat was unclear, but a man near the front of the crowd was pounced on by other security agents.
TV video showed the man being escorted away by a group of police officers, with his hands behind his back.
Trump returned to the stage a few minutes later to continue his rally speech, three days before Tuesday's election.
"We will never be stopped," Trump said.