Prior to this study, four MR investigations examined the relationship between thyroid hormones and COVID-19, utilizing data from the fifth round of the Human Genetics of Infectious Diseases (HGI) releases [31,65,66,67]. The gene discussed is TG; the disease is COVID-19.