Schizophrenia is a severe psychiatric disorder and characterized by positive symptom (i.e., delusions, hallucinations), negative symptom (i.e., lack of emotion, social withdrawal), and cognitive impairment. Previously, we reported that the ethanolic extract of Prunella vulgaris var. lilacina attenuated the MK-801-induced schizophrenia-like behaviors such as prepulse inhibition (PPI) deficits and cognitive impairment in mice. The aim of the present study was to investigate whether danshensu isolated from P. vulgaris var. lilacina attenuates MK-801-induced sensorimotor gating dysfunction (PPI deficits), hyperlocomotion, and memory impairment in mice. Acute administration of danshensu (1, 3, or 10 mg/kg) significantly ameliorated the MK-801-induced PPI deficits in the acoustic startle response test. We also observed that the impaired recognition memory induced by MK-801 was attenuated by danshensu (1 mg/kg) in the novel object recognition test. However, danshensu failed to reverse the MK-801-induced hyperlocomotion in the open-field test. Collectively, the present results indicate danshensu would be an active agent for treating neuropsychiatric disorders such as schizophrenia.