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. This evidence concerns the gene TIMP2 and chromosome-type aberration frequency.