Justices of the Peace, and other civil officers, not hereinbefore mentioned, for crimes or misdemeanors in office, shall be liable to indictment in such courts as the Legislature may direct; and upon conviction, shall be removed from office by said court, as if found guilty on impeachment; and shall be subject to such other punishment as may be prescribed by law.