And in that same year, Judge Hastings was convicted of lying under oath and removed by the Senate even though he had already been acquitted in a criminal trial. (It is generally recognized that an act need not be criminal in order to be impeachable.) As these examples illustrate, perjury is and historically has been a sufficient cause for conviction and removal.
CNN: Sen. Gorton's closed-door impeachment statement