GINS2 and cancer: This aligns with findings in other cancer types where GINS2 upregulation is frequently associated with aggressive behavior and poor outcomes (24, 32, 33), reinforcing the idea that dysregulation of fundamental DNA replication components is a common feature contributing to malignancy.