To further examine whether the ICBcircSig scores could serve as an independent prognostic factor in melanoma patients, we performed multivariate Cox regression analyses to adjust for the potential confounding effects of other conventional clinical factors, including age, gender, ICB treatment, CD274 (PD-L1), and PDCD1. Here, PDCD1 is linked to melanoma.