In a video announcing his run, Mr. Duncan boasted of being a target of Mr. Trump’s ire, highlighting a social media post in which the president called him a “total loser.”

Former Republican and onetime Georgia Lt. Gov. Geoff Duncan has announced he is running for governor as a Democrat, according to The Associated Press.