In the current study, we investigate the prognostic role of PARP1, PD-L1, and IDO1 protein expression and explore the possible associations between tumoral PARP1, PD-L1, and IDO1 expression in a series of mucosal melanomas. Here, PARP1 is linked to melanoma.