Distinguishing our research from previous studies, we placed particular importance on the involvement of NCL in regulating both glucose metabolism and immune escape processes, providing a fresh perspective for understanding lung adenocarcinoma development (Seephan et al. 2023; Chen et al. 2023). Here, NUCLEOLIN is linked to lung adenocarcinoma.