In sum, this study provides for the first time evidence of the role played by epigenetic regulation of the BDNF—a target gene that has known implications in prenatal stress and psychiatric disorders—in setting the risk of less-than-optimal mental health in pregnant women during the COVID-19 pandemic. The gene discussed is BDNF; the disease is psychiatric disorder.