New proline derivatives of the general formula: ##STR1## wherein R stands for a lower alkyl group and X for a N-terminal protective group conventional in amino acid chemistry or an acyl group derived from an amino acid with a protective group at the N-terminal. They have inhibitory activity against prolylendopeptidase and are relatively chemically stable as compared with known compounds of this type.