The invention belongs to the field of bio-
medicine, and in particular relates to an application of a small-molecule covalent inhibitor in preparing a 
medicine for inhibiting S-adenosylmethionine decarboxylase and a 
screening method of the small-molecule covalent inhibitor. The 
structural formula of the small-molecule covalent inhibitor is as shown in Description, wherein R1 represents formyl and a derivative substituted group thereof, amino and a derivative substituted group thereof or thienyl, and R2 in an R2 group represents 
cyclohexene and a substituted group thereof, phenyl and a substituted group thereof, 
aniline or 
benzamide or a substituted 
phenyl group thereof, 
pyrrole and a substituted group thereof, or 
pyridine and a substituted group thereof; and the inhibitor further consists of pharmaceutically acceptable salt with a 
chemical structure shown as general formula I. A method for screening the small-molecule covalent inhibitor of the S-adenosylmethionine decarboxylase comprises the following steps: deleting pyruvoyl 68 residue in an S-adenosylmethionine decarboxylase 
crystal structure, and conducting optimizing in Rosetta 
software so as to obtain an optimized 
protein crystal structure; and conducting docking calculation on the optimized 
protein crystal structure and a searched small-molecule structure by virtue of AutoDockVina 
software, and screening calculating results so as to obtain the small-molecule covalent inhibitor.