Moreover the role of microbiota in modulating host immune response, and potentially influencing disease severity also in COVID-19, is confirmed by the inverse correlation of bacterial species depleted in COVID-19 patients, with plasma concentration of several cytokines (IL10, TNF-α, CXCL10, CCL2). This evidence concerns the gene TNF and COVID-19.