In this review, we summarized current findings on LIMK1-cofilin-actin signaling in regulating spine dynamics, focusing on its role in AD pathology and emphasizing the dual role of cofilin in stabilizing and severing actin filaments. Here, CFL1 is linked to Alzheimer disease.