The medicine containing angiotensin-converting enzyme or its peptidase-inactivated mutants that specifically releasing GPI-anchored proteins from the cell surface, for preventing or curing diseases, such as prion-related diseases, inflammatory diseases, bacterial infectious diseases and male infertility due to sperm-egg binding insufficiency.