CD8A and lung adenocarcinoma: This study integrates Single-cell RNA Sequencing (scRNA-seq) data, bioinformatics analysis, in vitro experiments, and in vivo animal models to systematically investigate the regulatory impact of NCL on glucose metabolism and immune function of CD8+ T cells in lung adenocarcinoma.