Provide herein is an antibacterial pharmaceutical combination for treating Gram negative bacterial infections, including a compound TNP-2092 and a cell membrane permeabilizer. Also provided herein is a method for treating Gram-negative bacteria infections in a subject, which includes administrating to the subject the antibacterial pharmaceutical combination.