This study established a seven-gene profile (FGG, C3, FGA, JUN, CST3, CPSF4, and HIST1H2BH) prognostic stratification system demonstrated in LUSC based on Tumor Progression, Immune Infiltration, and Stem Index. Here, CPSF4 is linked to neoplasm.