In this review, we will summarize the novel roles of ISG15 in multiple cancer-related phenotypes, including apoptosis, autophagy, immune escape, metabolic reprogramming, cancer stem cells (CSCs) maintenance, and DNA damage response (DDR) resistance. This evidence concerns the gene ISG15 and cancer.