Our observations indicate a positive correlation between elevated MDH1 levels and increased immune cell infiltration, activation of CD8+ T cells, and enhanced interferon-gamma (IFN-γ) response in lung adenocarcinoma (LUAD). The gene discussed is IFNG; the disease is lung adenocarcinoma.