This study aimed to investigate the relationship between Shroom Family Member 2 (SHROOM2) expression and immune features, survival outcomes, and tumor mutational burden (TMB) across various cancer types, as well as its impact on the aggressive behavior of breast cancer (BC). The gene discussed is SHROOM2; the disease is breast cancer.