The Republican party currently controls most of the federal government, including the Supreme Court, and they have no intention of allowing the Constitution to interfere with their nefarious ambitions.
The Constitution stipulates that the President, Vice President, and all civil officers of the United States are to be removed from office upon impeachment and conviction for treason, bribery, or other high crimes and misdemeanors.