We found that propionate inhibited TLR2- and TLR3-induced lung cancer migration, invasion, and colony formation accompanied by the inhibition of the cAMP-AMPK-TAK1 signaling axis for the activation of NF-κB and the production of CCL2, IL-6, and MMP2 cytokines. The gene discussed is MMP2; the disease is lung cancer.