BIN1 overexpression correlated with reduced expression of key stemness and EMT markers, including Myc, ALDH1, OCT4, EPCAM, KLF4, NANOG, SOX2, and decreased tumor sphere-formation capabilities, suggesting EMT inhibition. The gene discussed is EPCAM; the disease is neoplasm.