HMGB1 and acute kidney injury: Prognostic Value: In S-AKI, elevated serum and urine HMGB1 levels are strongly associated with AKI, with combined detection achieving high sensitivity (88%) and specificity (87%), enhancing diagnostic accuracy (Zang et al., 2022).