These findings suggest that PGAM1 overexpression can rescue the reduction in M2 polarization caused by SEC61G knockdown in lung cancer cells, highlighting the SEC61G-PGAM1 axis in regulating microglial polarization and the tumor immune microenvironment. The gene discussed is PGAM1; the disease is lung carcinoma.