Phthalimide derivatives are prevalent in a wide array of biologically important molecules, including drugs, fungicides and anticancer molecules. Thus, catalytic methods that directly edit phthalimide moiety, in particular, decarbonylation and derivatization, could be strategically valuable for modification existing phthalimide molecular scaffolds. In recent years, considerable efforts have been devoted to emulating the transition-metal catalyzed phthalimides decarbonylative reaction. A set of elegant strategies including decarbonylative addition reactions with alkynes, alkenes, and benzynes, decarbonylative polymerization, alkylation, arylation, and protodecarbonylation have been demonstrated. This review aims to highlight these advances and discusses the mechanism issues, which will definitely further expand their applications and promote the developments in this field.