Parvalbumin (PVALB) is a calcium binding protein primarily expressed in high-frequency firing inhibitory neurons, which are also vulnerable in AD and other neurological diseases such as many psychiatric disorders, such as schizophrenia, autism spectrum disorders, and substance abuse52,54–56. The gene discussed is PVALB; the disease is psychiatric disorder.