Cluster 10 (F-ISG15) represents a fibroblast subtype characterized by high expression of the ISG15 gene, an interferon-induced gene that can increase the antitumor effects of the immune system, interfere with virus replication, and regulate immune responses, suggesting its potential application value in cancer immunotherapy10. Here, ISG15 is linked to cancer.