A chi-square test was then performed for the IL-6 clusters and SA-AKI development (chi-square = 12.07, df = 1, p < 0.001), and for the IL-6 clusters and ICU mortality (chi-square = 12.59, df = 1, p < 0.001). This evidence concerns the gene IL6 and acute kidney injury.