This study investigated the role of estrogen receptor beta (ERβ) in the lymph node metastasis of lung adenocarcinoma (LUAD), focusing on its interaction with tumor-associated neutrophils (TANs) and its regulation of lymphangiogenesis. Here, ESR2 is linked to neoplasm.