The combination with the highest AUC for severe vs. no/mild AKI, which would be selected by the standard approach, includes urine interleukin-18 (IL-18) and plasma N-terminal-pro-B-type natriuretic peptide (NT-proBNP). The gene discussed is IL18; the disease is acute kidney injury.