Our research findings align with these observations, further indicating that COASY, FTSJ1, and MOGS may regulate the tumor microenvironment through interactions with immune cells, thereby impacting the prognosis of patients.In summary, the integration of immune cell infiltration analysis with gene expression profiling provides profound insights into the tumor microenvironment of LUAD. The gene discussed is COASY; the disease is neoplasm.