TNF and COVID-19: Several drugs, endowed with modulating activity on cytokine pathways, including anti-IL-6, anti-TNF, and Janus kinase (JAK) inhibitors, currently approved for the treatment of immune-mediated inflammatory diseases, have been suggested or could be yet taken into account for experimental use in COVID-19 patients with ARDS and/or pneumonia (Fig. 1).