LCN2 and acute kidney injury: These biomarkers reflect complementary aspects of tubular injury and stress: NGAL rises within hours of injury as a marker of inflammation and tubular stress; KIM-1 reflects structural injury and remains elevated in sustained AKI; and TIMP-2·IGFBP7 captures early cell-cycle arrest.