Additionally, six hub genes (CALML5, CXCL10, KRT6C, KRTDAP, S100A7, SBSN) were uniquely elevated during the transition from HSIL to cancer, serving as potential biomarkers for early detection and intervention [24]. The gene discussed is CALML5; the disease is cancer.