Additionally, we sought to explore various aspects of the functionality of RFC4, including its activation status, involvement in immune cell infiltration, genetic modifications, methylation patterns, prognostic significance, and molecular interactions within the tumor microenvironment (TME). This evidence concerns the gene RFC4 and neoplasm.