We found that PDE5A, ITGB3, CEACAM8, and BPI were hub-shared genes in IS and COVID-19, which were remarkably enriched in pathways such as ECM-receptor interaction and focal adhesion pathways. This evidence concerns the gene CEACAM8 and COVID-19.