Furthermore, we observed a robust correlation between TSPAN4 and genomic heterogeneity, stemness, and the tumor microenvironment in TSPAN4-sensitive tumors, particularly in GBMLGG and LUSC. The gene discussed is TSPAN4; the disease is neoplasm.