Moreover, cell adhesion markers such as ICAM1, PECAM1, and SELE were markedly, and significantly, upregulated in COVID-19, influenza, and non-influenza viral myocarditis (Fig. 4, FDR < 0.001). The gene discussed is PECAM1; the disease is influenza.