1. Risk factors associated with the development of AKI:• Age (per 10 years): (HR 1.8 [95%CI 1.2-2.7], p=0.002); Serum IL-6 (HR 1.8 [95%CI 1.2-2.7], p=0.003). This evidence concerns the gene IL6 and acute kidney injury.