In this study, we evaluated the effects of DACA on depression‐like behavior in CUMS‐induced mice and explored whether its action is mediated by the inhibition of HMGB1/NF‐κB/NLRP3 signaling pathways, which are involved in neuroinflammation. Here, NLRP3 is linked to major depressive disorder.