Moreover, we observed that, compared with non-severe COVID-19, severe infection was associated not only with significant baseline up-regulation of inflammatory biomarkers levels (TNFα, IL-1β, PTX3), which is consistent with the results of our previous study [39], but also with elevated resistin and decreased adiponectin. This evidence concerns the gene IL1B and COVID-19.