ISG15 and viral infectious disease: There were a few overlapped genes among the different DEG lists, and the only common upregulated DEG shared by the three circumstances was ISG15 (Figure 3a), which encodes a ubiquitin-like protein, activated by type I IFN and functioning in the innate immune response to viral infections [29].