This study investigates the role of geniposide in upregulating lncRNA Six3os1 to inhibit the MAPK/NLRP3 signaling axis and regulate astrocyte pyroptosis in a mouse model of depression, addressing a gap in the current literature. Here, NLRP3 is linked to depressive disorder.