Although thyroid hormones have not been adequately investigated as a pro-cognitive treatment for MDD patients, several studies implied that levothyroxine seems to reverse cognitive impairment caused by thyroid dysfunction (Tost et al., 2020; Bauer and Whybrow, 2021). The gene discussed is TG; the disease is Cognitive impairment.