Notably, although multi-omics analyses have successfully constructed melanoma prognostic models, the functional roles and dynamic regulation of key genes such as AGPAT2 within the immune microenvironment remain to be fully elucidated [215]. The gene discussed is AGPAT2; the disease is melanoma.