Additionally, AKI patients undergoing cardiac surgery exhibited a significant correlation between elevated IL-6 and FGF23 levels, providing predictive value for the occurrence of AKI (Radhakrishnan et al., 2021). The gene discussed is IL6; the disease is acute kidney injury.