Moreover, pan-cancer analyses reveal that HSP90AA1 contributes to pathways such as immune modulation and angiogenesis, further underscoring its relevance in cholangiocarcinoma biology [58,59]. Here, HSP90AA1 is linked to cholangiocarcinoma.