This study delved into the relationship between lipid metabolism, High Mobility Group Box 1 protein (HMGB1)–a pro-inflammatory damage-associated molecular pattern protein–and immune regulation within non-small cell lung adenocarcinoma (NSCLC). This evidence concerns the gene HMGB1 and non-small cell lung adenocarcinoma.