Here we show that VPA, a drug approved for the treatment of epilepsy, bipolar disorders, and migraines, can reduce the expression of the main cellular receptors of SARS-CoV-2, ACE2 and NRP1, in cell lines from a variety of human sources and thereby impair the spread of the virus to neighboring cells. This evidence concerns the gene ACE2 and bipolar disorder.