PVALB and Stroke: Our preliminary research also reported that acupuncture can restore neural dysfunction and improve post-stroke upper limb motor impairment by regulating the activity of pyramidal neurons and parvalbumin (PV) neurons, warranting further investigation to uncover the precise mechanisms of acupuncture’s effects (33).