The Governor and other State and Judicial officers, except justices of the peace, shall be liable to impeachment for high crimes, misdemeanors, or malfeasance in office; but judgment in such cases shall extend only to removal from office and disqualification to hold any office of honor, trust or profit in the State. The party, whether convicted or acquitted, shall, nevertheless, be liable to prosecution, trial and punishment according to law.