ARDS is the leading cause of death due to COVID-19, characterized by high levels of pro-inflammatory cytokines (IL-6, IL-17, IL-1β, and TNF-α) and immune cell hyperactivation, a state called “cytokine storm” that may lead to multiorgan failure [16]. This evidence concerns the gene TNF and acute respiratory distress syndrome.