Additionally, our study identified genes without reported expression in CMM and nevi or biological function related to melanoma progression, including CCL3L3, NPY1R, IL11A, FCGR1B, OAS2, ASB11, FCGR3A, and GLA. Here, CCL3L3 is linked to melanoma.