Consistent with the bioinformatic analysis, CCNB1, CDK1, IRF4, MMP9 and OSM were significantly overexpressed, while LTA was de-expressed in COVID-19 patients compared with healthy controls (Figure 11). Here, CCNB1 is linked to COVID-19.