According to Figures 6A–I, we found that in both total blood and tracheal aspirate samples, MTF1, SAT1, and TXN exhibited a statistically significant upregulation in COVID-19-induced ARDS. The gene discussed is MTF1; the disease is acute respiratory distress syndrome.