Patients with Major Depressive Disorder (MDD) are more likely to have elevated levels of TNF-, one of the three principal mediators of inflammation caused by the COVID-19 vaccinations, whereas elevated levels of IL-2 and IFN- are connected to depression [16,182]. The gene discussed is TNF; the disease is COVID-19.