These indicated that urine [TIMP-2*IGFBP7] and plasma NGAL may not be a good early prediction factor for CSA-AKI in adults while our biomarker-based model showed potential to predict AKI at admission to ICU. Here, LCN2 is linked to chromosome-type aberration frequency.