What happens when the President breaks their oath of office?

Presidential oath of office:

"I do solemnly swear (or affirm) that I will faithfully execute the office of President of the United States, and will to the best of my ability, preserve, protect and defend the Constitution of the United States."

Former Thai President faces life in prison