In theory, eating a lot of fish, or taking fish oil supplements rich in the essential fatty acids the brain requires can possibly correct this nutritional deficiency and improve mental health.
The brain is largely composed of essential fatty acids, and a deficiency in these chemicals may play a significant role in the development of mental illness.