In a recent study, it has been reported that depletion of gut microbiota in COVID-19 cohort was linked with increasing concentrations of TNF-α, CXCL10, CCL2 and IL-10 indicating that these taxa might have a role in reducing the ARDS associated cytokine storm [69]. This evidence concerns the gene TNF and acute respiratory distress syndrome.