It is worth mentioning that on day 1, the patients that would develop AKI on subsequent days already had a significant over expression of NGAL and [TIMP-2] × [IGFBP7], suggesting that the kidney was already under stress. This evidence concerns the gene TIMP2 and acute kidney injury.