PREP and neurodegenerative disease: Inhibitors of acylpeptide hydrolase, dipeptidylpeptidase IV, and prolyl oligopeptidase in the brain therefore maybe useful drug leads to modulate the cellular metabolism in the mitochondria in the treatment of neurodegenerative diseases.