Acupuncture is a traditional Chinese therapy with treating potential against cognitive dysfunction. MicroRNA-21-3p (miR-21-3p) is well characterized for its benefits on neural tissues. The current study hypothesizes that the acupuncture aiming "Du" channel could attenuate IS-induced neural disorders by modulating the function of REST/miR-21-3p axis. Complications associated with IS are induced by a middle cerebral artery occlusion (MCAO) model in vivo. The disorders are then handled with the acupuncture with nimodipine as the positive control. It is found that the acupuncture improved cognitive function, reduced brain apoptosis, and increased the viable neuron number of model rats. Additionally, the production of cytokines is also suppressed by the acupuncture. At the molecular level, the level of miR-21-3p was up-regulated, while the level of REST was down-regulated by the acupuncture. The changes in miR-REST/21-3p contributed to the inhibition of PDCD4. Collectively, the findings in the current study highlight that miR-21-3p is associated with the anti-IS function of the acupuncture, which is mediated by the inhibition of REST.