Some cytokines, such as TNF-α and IL-10, have been associated with COVID-19 severity and mortality in other studies [16, 37, 38], but was not found to be significantly different between survivors and non-survivors after Bonferroni correction in our study. The gene discussed is TNF; the disease is COVID-19.